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MRI is a poor disability predictor in secondary progressive MS
, new research suggests. Analysis from the phase 3 ASCEND trial of nearly 900 patients showed that MRI measures were not associated with worsening of scores on the Expanded Disability Status Scale (EDSS), the most widely used physical outcome measure.
The few associations that were shown between MRI measures and clinical outcomes “were with the newer and possibly more sensitive outcomes” – the Timed 25-Foot Walk (T25FW) and Nine-Hole Peg Test (NHPT), wrote the investigators, led by Marcus W. Koch, MD, PhD, associate professor of neurology in the MS program at the University of Calgary, Canada.
However, “it is unclear if these associations are clinically meaningful,” they added.
Worsening on the NHPT at 48 weeks was associated with a 0.86% loss in normalized brain volume; worsening at 96 weeks was associated with a 1.47% loss.
The findings were published online July 26 in the Multiple Sclerosis Journal.
ASCEND data analysis
Although brain volume loss occurs in all forms of MS, it is believed to be particularly relevant in SPMS. Clinical trials often use MRI measures of brain volume as endpoints, likely on the assumption that these measures indicate worsening disability.
However, brain volume loss proceeds slowly. Changes that occur during the typical 2-year study period may not be associated with significant physical or cognitive disability.
In the current study, investigators examined data from the ASCEND trial, which assessed the use of natalizumab for patients with SPMS, to examine these potential associations. Eligible participants in ASCEND were between ages 18 and 58 years, had had SPMS for 2 or more years, had had disability progression during the previous year, and had an EDSS score between 3.0 and 6.5 at baseline.
Participants underwent gadolinium-enhanced cranial MRI at screening and at 24, 48, 72, and 96 weeks. MRI outcomes included normalized brain volume, normalized cortical gray matter volume, and normalized whole gray matter volume. The ASCEND investigators also examined the number and volume of T2 and contrast-enhancing lesions.
The study’s clinical outcomes included scores on the EDSS, T25FW, and NHPT, which were administered at baseline and every 12 weeks thereafter. Participants also underwent the Symbol Digit Modalities Test (SDMT), which is a cognitive assessment, at baseline and every 4 weeks thereafter. In addition, 3-month confirmed disability progression was measured every 12 weeks.
Few significant associations
The investigators’ analysis included 889 patients (61.9% women; median age, 48 years). The median EDSS score at screening was 6.
Brain volume measures decreased consistently during follow-up. Mean volume loss at 96 weeks was about 1%. In contrast, T2 lesion volume changed little during follow-up. The cumulative number of contrast-enhancing lesions and the cumulative number of new or newly enlarging T2 lesions increased steadily during follow-up.
For an increasing number of participants, scores on the EDSS, NHPT, and T25FW worsened significantly during follow-up. Performance on SDMT, however, changed little. Of all the clinical measures, the NHPT was most consistently associated with MRI measures.
Among patients whose NHPT score worsened at 48 weeks, there was greater loss of normalized brain volume (0.86%, P = .02), normalized cortical gray matter volume (1.15%, P = .03), and normalized whole gray matter volume (1.08%, P = .03) than among those whose NHPT score did not worsen.
Among patients whose NHPT score worsened at 96 weeks, there was greater normalized brain volume loss (1.47%, P = .002), greater increase in T2 lesion volume (4.68%, P = .02), and a greater number of cumulative new or newly enlarging T2 lesions (7.81, P = .03) than those whose NHPT score did not worsen.
After adjusting the data for covariables, the investigators found few significant associations between MRI measures and clinical outcomes. Worsening on the EDSS and SDMT was not associated with any MRI outcome.
Important disability contributors missed
The odds ratio of 3-month confirmed worsening on the T25FW at 96 weeks was 2.25 for patients with more than 10 cumulative new or newly enlarging T2 lesions (P = .03). The OR of 3-month confirmed worsening on the NHPT at 96 weeks was 3.04 for patients with more than 10 such lesions (P = .03).
Greater normalized brain volume loss at 48 weeks was associated with a greater risk for worsening disability on the NHPT at 48 and 96 weeks. For patients with a volume loss greater than 1.5%, the OR of worsening NHPT at 96 weeks was 4.69 (P = .05).
Although previous cross-sectional studies have shown correlations between brain volume and cognitive dysfunction, the current investigators found no association between change in SDMT performance and MRI measures.
From the ASCEND dataset, they found that performance on the SDMT unexpectedly improved with time, perhaps because of a practice effect.
“The SDMT may therefore not adequately reflect the steady cognitive decline that people with SPMS experience,” the investigators wrote.
The lack of association between MRI measures and clinical outcomes may indicate that traditional MRI does not measure important contributors to disability, they noted.
“Although the investigated volume measures in this study are currently the most commonly used in clinical trials, newer MRI metrics such as thalamic or corpus callosum atrophy may have a closer relation to clinical outcome,” they added.
‘Interesting and provocative’
Commenting on the findings, E. Ann Yeh, MD, director of the Pediatric MS and Neuroinflammatory Disorders Program at the Hospital for Sick Children, Toronto, called the study “interesting and provocative.”
“Other studies previously have shown associations between disability and progression, but many have been cross-sectional,” said Dr. Yeh, who was not involved with the research.
The current study is longitudinal and analyzes carefully documented follow-up data from a clinical trial, she noted. However, the 2-year follow-up period was short, considering the pace at which whole brain volume change occurs, Dr. Yeh said.
Some patients with MS have greater brain volume loss than others. Because of this variability, researchers often examine a population’s average brain volume loss. “When you look at averages, it makes it more difficult to understand if the larger brain volume losses are actually associated with change,” said Dr. Yeh.
She noted that because the study population had high EDSS scores at baseline, it is not surprising that the NHPT and the T25FW were more strongly associated with change in brain volume than the EDSS was. Large changes in EDSS score probably did not occur during follow-up, she added.
“We’ll continue to use the EDSS, because it’s what we have,” said Dr. Yeh. However, newer measures, such as the NHPT and the T25FW, may provide better information, she said. Similarly, composite measures of cognition, such as the Brief International Cognitive Assessment for MS, may be superior to the SDMT but take longer to administer.
“We need to look more deeply at which MRI measures are the best for predicting outcome and that correlate well in a short period of time,” said Dr. Yeh.
These measures could include specific regional brain volumes “and more advanced measures that look at axonal injury or axonal loss.” Studies with longer follow-up are also necessary, she concluded.
The investigators and Dr. Yeh have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
, new research suggests. Analysis from the phase 3 ASCEND trial of nearly 900 patients showed that MRI measures were not associated with worsening of scores on the Expanded Disability Status Scale (EDSS), the most widely used physical outcome measure.
The few associations that were shown between MRI measures and clinical outcomes “were with the newer and possibly more sensitive outcomes” – the Timed 25-Foot Walk (T25FW) and Nine-Hole Peg Test (NHPT), wrote the investigators, led by Marcus W. Koch, MD, PhD, associate professor of neurology in the MS program at the University of Calgary, Canada.
However, “it is unclear if these associations are clinically meaningful,” they added.
Worsening on the NHPT at 48 weeks was associated with a 0.86% loss in normalized brain volume; worsening at 96 weeks was associated with a 1.47% loss.
The findings were published online July 26 in the Multiple Sclerosis Journal.
ASCEND data analysis
Although brain volume loss occurs in all forms of MS, it is believed to be particularly relevant in SPMS. Clinical trials often use MRI measures of brain volume as endpoints, likely on the assumption that these measures indicate worsening disability.
However, brain volume loss proceeds slowly. Changes that occur during the typical 2-year study period may not be associated with significant physical or cognitive disability.
In the current study, investigators examined data from the ASCEND trial, which assessed the use of natalizumab for patients with SPMS, to examine these potential associations. Eligible participants in ASCEND were between ages 18 and 58 years, had had SPMS for 2 or more years, had had disability progression during the previous year, and had an EDSS score between 3.0 and 6.5 at baseline.
Participants underwent gadolinium-enhanced cranial MRI at screening and at 24, 48, 72, and 96 weeks. MRI outcomes included normalized brain volume, normalized cortical gray matter volume, and normalized whole gray matter volume. The ASCEND investigators also examined the number and volume of T2 and contrast-enhancing lesions.
The study’s clinical outcomes included scores on the EDSS, T25FW, and NHPT, which were administered at baseline and every 12 weeks thereafter. Participants also underwent the Symbol Digit Modalities Test (SDMT), which is a cognitive assessment, at baseline and every 4 weeks thereafter. In addition, 3-month confirmed disability progression was measured every 12 weeks.
Few significant associations
The investigators’ analysis included 889 patients (61.9% women; median age, 48 years). The median EDSS score at screening was 6.
Brain volume measures decreased consistently during follow-up. Mean volume loss at 96 weeks was about 1%. In contrast, T2 lesion volume changed little during follow-up. The cumulative number of contrast-enhancing lesions and the cumulative number of new or newly enlarging T2 lesions increased steadily during follow-up.
For an increasing number of participants, scores on the EDSS, NHPT, and T25FW worsened significantly during follow-up. Performance on SDMT, however, changed little. Of all the clinical measures, the NHPT was most consistently associated with MRI measures.
Among patients whose NHPT score worsened at 48 weeks, there was greater loss of normalized brain volume (0.86%, P = .02), normalized cortical gray matter volume (1.15%, P = .03), and normalized whole gray matter volume (1.08%, P = .03) than among those whose NHPT score did not worsen.
Among patients whose NHPT score worsened at 96 weeks, there was greater normalized brain volume loss (1.47%, P = .002), greater increase in T2 lesion volume (4.68%, P = .02), and a greater number of cumulative new or newly enlarging T2 lesions (7.81, P = .03) than those whose NHPT score did not worsen.
After adjusting the data for covariables, the investigators found few significant associations between MRI measures and clinical outcomes. Worsening on the EDSS and SDMT was not associated with any MRI outcome.
Important disability contributors missed
The odds ratio of 3-month confirmed worsening on the T25FW at 96 weeks was 2.25 for patients with more than 10 cumulative new or newly enlarging T2 lesions (P = .03). The OR of 3-month confirmed worsening on the NHPT at 96 weeks was 3.04 for patients with more than 10 such lesions (P = .03).
Greater normalized brain volume loss at 48 weeks was associated with a greater risk for worsening disability on the NHPT at 48 and 96 weeks. For patients with a volume loss greater than 1.5%, the OR of worsening NHPT at 96 weeks was 4.69 (P = .05).
Although previous cross-sectional studies have shown correlations between brain volume and cognitive dysfunction, the current investigators found no association between change in SDMT performance and MRI measures.
From the ASCEND dataset, they found that performance on the SDMT unexpectedly improved with time, perhaps because of a practice effect.
“The SDMT may therefore not adequately reflect the steady cognitive decline that people with SPMS experience,” the investigators wrote.
The lack of association between MRI measures and clinical outcomes may indicate that traditional MRI does not measure important contributors to disability, they noted.
“Although the investigated volume measures in this study are currently the most commonly used in clinical trials, newer MRI metrics such as thalamic or corpus callosum atrophy may have a closer relation to clinical outcome,” they added.
‘Interesting and provocative’
Commenting on the findings, E. Ann Yeh, MD, director of the Pediatric MS and Neuroinflammatory Disorders Program at the Hospital for Sick Children, Toronto, called the study “interesting and provocative.”
“Other studies previously have shown associations between disability and progression, but many have been cross-sectional,” said Dr. Yeh, who was not involved with the research.
The current study is longitudinal and analyzes carefully documented follow-up data from a clinical trial, she noted. However, the 2-year follow-up period was short, considering the pace at which whole brain volume change occurs, Dr. Yeh said.
Some patients with MS have greater brain volume loss than others. Because of this variability, researchers often examine a population’s average brain volume loss. “When you look at averages, it makes it more difficult to understand if the larger brain volume losses are actually associated with change,” said Dr. Yeh.
She noted that because the study population had high EDSS scores at baseline, it is not surprising that the NHPT and the T25FW were more strongly associated with change in brain volume than the EDSS was. Large changes in EDSS score probably did not occur during follow-up, she added.
“We’ll continue to use the EDSS, because it’s what we have,” said Dr. Yeh. However, newer measures, such as the NHPT and the T25FW, may provide better information, she said. Similarly, composite measures of cognition, such as the Brief International Cognitive Assessment for MS, may be superior to the SDMT but take longer to administer.
“We need to look more deeply at which MRI measures are the best for predicting outcome and that correlate well in a short period of time,” said Dr. Yeh.
These measures could include specific regional brain volumes “and more advanced measures that look at axonal injury or axonal loss.” Studies with longer follow-up are also necessary, she concluded.
The investigators and Dr. Yeh have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
, new research suggests. Analysis from the phase 3 ASCEND trial of nearly 900 patients showed that MRI measures were not associated with worsening of scores on the Expanded Disability Status Scale (EDSS), the most widely used physical outcome measure.
The few associations that were shown between MRI measures and clinical outcomes “were with the newer and possibly more sensitive outcomes” – the Timed 25-Foot Walk (T25FW) and Nine-Hole Peg Test (NHPT), wrote the investigators, led by Marcus W. Koch, MD, PhD, associate professor of neurology in the MS program at the University of Calgary, Canada.
However, “it is unclear if these associations are clinically meaningful,” they added.
Worsening on the NHPT at 48 weeks was associated with a 0.86% loss in normalized brain volume; worsening at 96 weeks was associated with a 1.47% loss.
The findings were published online July 26 in the Multiple Sclerosis Journal.
ASCEND data analysis
Although brain volume loss occurs in all forms of MS, it is believed to be particularly relevant in SPMS. Clinical trials often use MRI measures of brain volume as endpoints, likely on the assumption that these measures indicate worsening disability.
However, brain volume loss proceeds slowly. Changes that occur during the typical 2-year study period may not be associated with significant physical or cognitive disability.
In the current study, investigators examined data from the ASCEND trial, which assessed the use of natalizumab for patients with SPMS, to examine these potential associations. Eligible participants in ASCEND were between ages 18 and 58 years, had had SPMS for 2 or more years, had had disability progression during the previous year, and had an EDSS score between 3.0 and 6.5 at baseline.
Participants underwent gadolinium-enhanced cranial MRI at screening and at 24, 48, 72, and 96 weeks. MRI outcomes included normalized brain volume, normalized cortical gray matter volume, and normalized whole gray matter volume. The ASCEND investigators also examined the number and volume of T2 and contrast-enhancing lesions.
The study’s clinical outcomes included scores on the EDSS, T25FW, and NHPT, which were administered at baseline and every 12 weeks thereafter. Participants also underwent the Symbol Digit Modalities Test (SDMT), which is a cognitive assessment, at baseline and every 4 weeks thereafter. In addition, 3-month confirmed disability progression was measured every 12 weeks.
Few significant associations
The investigators’ analysis included 889 patients (61.9% women; median age, 48 years). The median EDSS score at screening was 6.
Brain volume measures decreased consistently during follow-up. Mean volume loss at 96 weeks was about 1%. In contrast, T2 lesion volume changed little during follow-up. The cumulative number of contrast-enhancing lesions and the cumulative number of new or newly enlarging T2 lesions increased steadily during follow-up.
For an increasing number of participants, scores on the EDSS, NHPT, and T25FW worsened significantly during follow-up. Performance on SDMT, however, changed little. Of all the clinical measures, the NHPT was most consistently associated with MRI measures.
Among patients whose NHPT score worsened at 48 weeks, there was greater loss of normalized brain volume (0.86%, P = .02), normalized cortical gray matter volume (1.15%, P = .03), and normalized whole gray matter volume (1.08%, P = .03) than among those whose NHPT score did not worsen.
Among patients whose NHPT score worsened at 96 weeks, there was greater normalized brain volume loss (1.47%, P = .002), greater increase in T2 lesion volume (4.68%, P = .02), and a greater number of cumulative new or newly enlarging T2 lesions (7.81, P = .03) than those whose NHPT score did not worsen.
After adjusting the data for covariables, the investigators found few significant associations between MRI measures and clinical outcomes. Worsening on the EDSS and SDMT was not associated with any MRI outcome.
Important disability contributors missed
The odds ratio of 3-month confirmed worsening on the T25FW at 96 weeks was 2.25 for patients with more than 10 cumulative new or newly enlarging T2 lesions (P = .03). The OR of 3-month confirmed worsening on the NHPT at 96 weeks was 3.04 for patients with more than 10 such lesions (P = .03).
Greater normalized brain volume loss at 48 weeks was associated with a greater risk for worsening disability on the NHPT at 48 and 96 weeks. For patients with a volume loss greater than 1.5%, the OR of worsening NHPT at 96 weeks was 4.69 (P = .05).
Although previous cross-sectional studies have shown correlations between brain volume and cognitive dysfunction, the current investigators found no association between change in SDMT performance and MRI measures.
From the ASCEND dataset, they found that performance on the SDMT unexpectedly improved with time, perhaps because of a practice effect.
“The SDMT may therefore not adequately reflect the steady cognitive decline that people with SPMS experience,” the investigators wrote.
The lack of association between MRI measures and clinical outcomes may indicate that traditional MRI does not measure important contributors to disability, they noted.
“Although the investigated volume measures in this study are currently the most commonly used in clinical trials, newer MRI metrics such as thalamic or corpus callosum atrophy may have a closer relation to clinical outcome,” they added.
‘Interesting and provocative’
Commenting on the findings, E. Ann Yeh, MD, director of the Pediatric MS and Neuroinflammatory Disorders Program at the Hospital for Sick Children, Toronto, called the study “interesting and provocative.”
“Other studies previously have shown associations between disability and progression, but many have been cross-sectional,” said Dr. Yeh, who was not involved with the research.
The current study is longitudinal and analyzes carefully documented follow-up data from a clinical trial, she noted. However, the 2-year follow-up period was short, considering the pace at which whole brain volume change occurs, Dr. Yeh said.
Some patients with MS have greater brain volume loss than others. Because of this variability, researchers often examine a population’s average brain volume loss. “When you look at averages, it makes it more difficult to understand if the larger brain volume losses are actually associated with change,” said Dr. Yeh.
She noted that because the study population had high EDSS scores at baseline, it is not surprising that the NHPT and the T25FW were more strongly associated with change in brain volume than the EDSS was. Large changes in EDSS score probably did not occur during follow-up, she added.
“We’ll continue to use the EDSS, because it’s what we have,” said Dr. Yeh. However, newer measures, such as the NHPT and the T25FW, may provide better information, she said. Similarly, composite measures of cognition, such as the Brief International Cognitive Assessment for MS, may be superior to the SDMT but take longer to administer.
“We need to look more deeply at which MRI measures are the best for predicting outcome and that correlate well in a short period of time,” said Dr. Yeh.
These measures could include specific regional brain volumes “and more advanced measures that look at axonal injury or axonal loss.” Studies with longer follow-up are also necessary, she concluded.
The investigators and Dr. Yeh have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
From Multiple Sclerosis Journal
Human brain patterns may help build a better AI system
new research suggests. “This work opens new opportunities to discover how the network organization of the brain optimizes cognitive capacity,” wrote researchers from The Neuro (Montreal Neurological Institute–Hospital) and the Quebec Artificial Intelligence Institute.
Senior investigator Bratislav Misic, PhD, said the research has potential clinical application for studying diseases of the brain, which is something his team is actively working on. “For example, using MRI techniques, we can measure different patterns of atrophy in neurodegenerative diseases such as Alzheimer’s disease,” he said.
“We can use these disease patterns from real patients to artificially lesion these connectomes and to ask how a particular disease causes a particular pattern of symptoms and cognitive deficits,” he added.
The findings were published online in Nature Machine Intelligence.
Unique approach
Using brain imaging data, the investigators reconstructed a human brain connectivity pattern and applied it to an artificial neural network. After training, the artificial neural network successfully performed a working memory task more flexibly and efficiently than other “benchmark” AI systems.
The researchers noted that their approach is unique because previous work on brain connectivity, also known as connectomics, has focused on describing brain organization without regard to how it actually functions.
Traditional artificial neural network have arbitrary structures that do not reflect how real brain networks are organized. Integrating brain connectomics into the construction of artificial neural network can reveal how the wiring of the brain supports specific cognitive skills, the investigators wrote.
“Up until now, if you look at how neural networks are constructed, the architectures that are used are very ad hoc and very problem specific,” Dr. Misic said. “But the connectomics revolution that’s happened in neuroscience over the past 20 years or so has given us the ability to really measure and trace out connection patterns in a variety of organisms, including the human brain.”
He noted that the researchers took wiring patterns of the real human brain and implemented it as an artificial neural network. They then “trained that network to perform a very simple cognitive task, and when you compare it to other benchmark architectures, it actually does better.”
This shows that there is “something fundamentally different about how the human brain is wired up and that the design principles that we can see in the human brain could be used to potentially build better artificial networks,” Dr. Misic concluded.
Funding for the research was provided by the Canada First Research Excellence Fund, awarded to McGill University for the Healthy Brains, Healthy Lives initiative, and by the Natural Sciences and Engineering Research Council of Canada, Fonds de Recherche du Quebec – Santé, the Canadian Institute for Advanced Research, Canada Research Chairs, Fonds de Recherche du Quebec – Nature et Technologies, and the Centre UNIQUE (Union of Neuroscience and Artificial Intelligence). The investigators have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
new research suggests. “This work opens new opportunities to discover how the network organization of the brain optimizes cognitive capacity,” wrote researchers from The Neuro (Montreal Neurological Institute–Hospital) and the Quebec Artificial Intelligence Institute.
Senior investigator Bratislav Misic, PhD, said the research has potential clinical application for studying diseases of the brain, which is something his team is actively working on. “For example, using MRI techniques, we can measure different patterns of atrophy in neurodegenerative diseases such as Alzheimer’s disease,” he said.
“We can use these disease patterns from real patients to artificially lesion these connectomes and to ask how a particular disease causes a particular pattern of symptoms and cognitive deficits,” he added.
The findings were published online in Nature Machine Intelligence.
Unique approach
Using brain imaging data, the investigators reconstructed a human brain connectivity pattern and applied it to an artificial neural network. After training, the artificial neural network successfully performed a working memory task more flexibly and efficiently than other “benchmark” AI systems.
The researchers noted that their approach is unique because previous work on brain connectivity, also known as connectomics, has focused on describing brain organization without regard to how it actually functions.
Traditional artificial neural network have arbitrary structures that do not reflect how real brain networks are organized. Integrating brain connectomics into the construction of artificial neural network can reveal how the wiring of the brain supports specific cognitive skills, the investigators wrote.
“Up until now, if you look at how neural networks are constructed, the architectures that are used are very ad hoc and very problem specific,” Dr. Misic said. “But the connectomics revolution that’s happened in neuroscience over the past 20 years or so has given us the ability to really measure and trace out connection patterns in a variety of organisms, including the human brain.”
He noted that the researchers took wiring patterns of the real human brain and implemented it as an artificial neural network. They then “trained that network to perform a very simple cognitive task, and when you compare it to other benchmark architectures, it actually does better.”
This shows that there is “something fundamentally different about how the human brain is wired up and that the design principles that we can see in the human brain could be used to potentially build better artificial networks,” Dr. Misic concluded.
Funding for the research was provided by the Canada First Research Excellence Fund, awarded to McGill University for the Healthy Brains, Healthy Lives initiative, and by the Natural Sciences and Engineering Research Council of Canada, Fonds de Recherche du Quebec – Santé, the Canadian Institute for Advanced Research, Canada Research Chairs, Fonds de Recherche du Quebec – Nature et Technologies, and the Centre UNIQUE (Union of Neuroscience and Artificial Intelligence). The investigators have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
new research suggests. “This work opens new opportunities to discover how the network organization of the brain optimizes cognitive capacity,” wrote researchers from The Neuro (Montreal Neurological Institute–Hospital) and the Quebec Artificial Intelligence Institute.
Senior investigator Bratislav Misic, PhD, said the research has potential clinical application for studying diseases of the brain, which is something his team is actively working on. “For example, using MRI techniques, we can measure different patterns of atrophy in neurodegenerative diseases such as Alzheimer’s disease,” he said.
“We can use these disease patterns from real patients to artificially lesion these connectomes and to ask how a particular disease causes a particular pattern of symptoms and cognitive deficits,” he added.
The findings were published online in Nature Machine Intelligence.
Unique approach
Using brain imaging data, the investigators reconstructed a human brain connectivity pattern and applied it to an artificial neural network. After training, the artificial neural network successfully performed a working memory task more flexibly and efficiently than other “benchmark” AI systems.
The researchers noted that their approach is unique because previous work on brain connectivity, also known as connectomics, has focused on describing brain organization without regard to how it actually functions.
Traditional artificial neural network have arbitrary structures that do not reflect how real brain networks are organized. Integrating brain connectomics into the construction of artificial neural network can reveal how the wiring of the brain supports specific cognitive skills, the investigators wrote.
“Up until now, if you look at how neural networks are constructed, the architectures that are used are very ad hoc and very problem specific,” Dr. Misic said. “But the connectomics revolution that’s happened in neuroscience over the past 20 years or so has given us the ability to really measure and trace out connection patterns in a variety of organisms, including the human brain.”
He noted that the researchers took wiring patterns of the real human brain and implemented it as an artificial neural network. They then “trained that network to perform a very simple cognitive task, and when you compare it to other benchmark architectures, it actually does better.”
This shows that there is “something fundamentally different about how the human brain is wired up and that the design principles that we can see in the human brain could be used to potentially build better artificial networks,” Dr. Misic concluded.
Funding for the research was provided by the Canada First Research Excellence Fund, awarded to McGill University for the Healthy Brains, Healthy Lives initiative, and by the Natural Sciences and Engineering Research Council of Canada, Fonds de Recherche du Quebec – Santé, the Canadian Institute for Advanced Research, Canada Research Chairs, Fonds de Recherche du Quebec – Nature et Technologies, and the Centre UNIQUE (Union of Neuroscience and Artificial Intelligence). The investigators have reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
FROM NATURE MACHINE INTELLIGENCE
FDA warns clinicians to stop using Eco-Med products because of contamination concerns
Earlier this month, the Centers for Disease Control and Prevention and the FDA announced an outbreak of at least 15 Bcc infections associated with contaminated ultrasound gel, and, according to the FDA, Eco-Med ultrasound gels have now been linked to at least 59 infections, 48 of which were blood infections.
On Aug. 4, the Canadian pharmaceutical company, based in Etobicoke, Ont., initiated a voluntary recall of certain lots of EcoGel 200 Ultrasound gel because of contamination with Bcc, but now the FDA warns that all Eco-Med’s ultrasound gels and lotions are at risk.
“The FDA’s determination is based on concerns that the company did not complete its investigation of the issues, the root cause and extent of bacterial contamination was not identified, and multiple products could be affected by manufacturing issues associated with the company’s ultrasound gel (such as inappropriate testing of finished product, inadequate testing of raw materials, and a lack of environmental controls),” the FDA said in a letter to health care providers published Aug. 18.
The letter lists 25 products manufactured by Eco-Med that are sold by distributors in 10 different countries, including the United States and Canada. The list may not be completely comprehensive, the organization notes.
Eco-Med has ceased all operations and is no longer manufacturing or distributing products, according to the FDA statement. Both phone numbers listed for the company were not in operation at the time of reporting.
Beyond stopping use of and discarding Eco-Med products, the FDA recommends that health care providers and facilities stop purchases of Eco-Med products, contact distributors with product disposal questions, and follow professional society guidelines and CDC guidelines for ultrasound use and cleaning products. Providers are encouraged to report adverse events related to Eco-Med ultrasound gels or lotions through MedWatch: The FDA Safety Information and Adverse Event Reporting program.
Though Eco-Med is listed as one of the “prominent players in the ultrasound gel market,” according to a June 2020 report by Grand View Research, the announcement will likely not cause many issues, Lauren Golding, MD, chair of the American College of Radiology Commission on Ultrasound, said in an interview.
“Fortunately, several companies produce ultrasound gel. Barring unforeseen circumstances, we do not expect this FDA action to have a widespread impact on patients’ access to ultrasound exams in the United States,” she said.
A version of this article first appeared on Medscape.com.
Earlier this month, the Centers for Disease Control and Prevention and the FDA announced an outbreak of at least 15 Bcc infections associated with contaminated ultrasound gel, and, according to the FDA, Eco-Med ultrasound gels have now been linked to at least 59 infections, 48 of which were blood infections.
On Aug. 4, the Canadian pharmaceutical company, based in Etobicoke, Ont., initiated a voluntary recall of certain lots of EcoGel 200 Ultrasound gel because of contamination with Bcc, but now the FDA warns that all Eco-Med’s ultrasound gels and lotions are at risk.
“The FDA’s determination is based on concerns that the company did not complete its investigation of the issues, the root cause and extent of bacterial contamination was not identified, and multiple products could be affected by manufacturing issues associated with the company’s ultrasound gel (such as inappropriate testing of finished product, inadequate testing of raw materials, and a lack of environmental controls),” the FDA said in a letter to health care providers published Aug. 18.
The letter lists 25 products manufactured by Eco-Med that are sold by distributors in 10 different countries, including the United States and Canada. The list may not be completely comprehensive, the organization notes.
Eco-Med has ceased all operations and is no longer manufacturing or distributing products, according to the FDA statement. Both phone numbers listed for the company were not in operation at the time of reporting.
Beyond stopping use of and discarding Eco-Med products, the FDA recommends that health care providers and facilities stop purchases of Eco-Med products, contact distributors with product disposal questions, and follow professional society guidelines and CDC guidelines for ultrasound use and cleaning products. Providers are encouraged to report adverse events related to Eco-Med ultrasound gels or lotions through MedWatch: The FDA Safety Information and Adverse Event Reporting program.
Though Eco-Med is listed as one of the “prominent players in the ultrasound gel market,” according to a June 2020 report by Grand View Research, the announcement will likely not cause many issues, Lauren Golding, MD, chair of the American College of Radiology Commission on Ultrasound, said in an interview.
“Fortunately, several companies produce ultrasound gel. Barring unforeseen circumstances, we do not expect this FDA action to have a widespread impact on patients’ access to ultrasound exams in the United States,” she said.
A version of this article first appeared on Medscape.com.
Earlier this month, the Centers for Disease Control and Prevention and the FDA announced an outbreak of at least 15 Bcc infections associated with contaminated ultrasound gel, and, according to the FDA, Eco-Med ultrasound gels have now been linked to at least 59 infections, 48 of which were blood infections.
On Aug. 4, the Canadian pharmaceutical company, based in Etobicoke, Ont., initiated a voluntary recall of certain lots of EcoGel 200 Ultrasound gel because of contamination with Bcc, but now the FDA warns that all Eco-Med’s ultrasound gels and lotions are at risk.
“The FDA’s determination is based on concerns that the company did not complete its investigation of the issues, the root cause and extent of bacterial contamination was not identified, and multiple products could be affected by manufacturing issues associated with the company’s ultrasound gel (such as inappropriate testing of finished product, inadequate testing of raw materials, and a lack of environmental controls),” the FDA said in a letter to health care providers published Aug. 18.
The letter lists 25 products manufactured by Eco-Med that are sold by distributors in 10 different countries, including the United States and Canada. The list may not be completely comprehensive, the organization notes.
Eco-Med has ceased all operations and is no longer manufacturing or distributing products, according to the FDA statement. Both phone numbers listed for the company were not in operation at the time of reporting.
Beyond stopping use of and discarding Eco-Med products, the FDA recommends that health care providers and facilities stop purchases of Eco-Med products, contact distributors with product disposal questions, and follow professional society guidelines and CDC guidelines for ultrasound use and cleaning products. Providers are encouraged to report adverse events related to Eco-Med ultrasound gels or lotions through MedWatch: The FDA Safety Information and Adverse Event Reporting program.
Though Eco-Med is listed as one of the “prominent players in the ultrasound gel market,” according to a June 2020 report by Grand View Research, the announcement will likely not cause many issues, Lauren Golding, MD, chair of the American College of Radiology Commission on Ultrasound, said in an interview.
“Fortunately, several companies produce ultrasound gel. Barring unforeseen circumstances, we do not expect this FDA action to have a widespread impact on patients’ access to ultrasound exams in the United States,” she said.
A version of this article first appeared on Medscape.com.
Oncologists’ income and net worth rise despite pandemic
Overall, oncologists’ average annual income rose from $377,000 in 2020 to $403,000 this year.
Although many offices closed for periods during 2020, some physicians used the Paycheck Protection Program. Others found other methods to keep their earnings relatively stable, such as switching to telehealth, cutting staff, and renegotiating leases.
The overall net worth of oncologists also increased. This year, 55% reported a net worth of $1.5 million, compared to 42% last year. A contributing factor is the rise in home prices, suggested Joel Greenwald, MD, CFP, a wealth management advisor for physicians.
The rise in the stock market also played a role, he noted. “And I’ve seen clients accumulate cash, which has added to their net worth. They cut back on spending because they were worried about big declines in income and also because there was simply less to spend money on.”
The percentage of oncologists (16%) with a net worth of more than $5 million stayed pretty much the same. Oncology remained in the upper half of the list of wealthy specialties. Topping that list are dermatology (28%), orthopedics and orthopedic surgery (25%), and plastic surgery (24%).
On the flip side, the percentage of oncologists on the lower end of the net worth scale declined from last year. Oncology was the specialty with the lowest percentage of practitioners (16%) reporting a net worth of under $500,000.
Expenses and debts
Similar to reports from previous years, this latest survey found that more than half of oncologists (56%) said they are paying off a mortgage on a primary residence. About a third (32%) are paying off a car loan. Credit card debt (19%), college or medical school loans (17%), childcare (14%), and medical expenses for themselves or a loved one (12%) were also reported.
When it comes to paying off school loans, oncology was near the bottom of the list of 29 medical specialties, along with nephrology, gastroenterology, and diabetes and endocrinology. Emergency medicine topped that list, followed by family medicine, pediatrics, physical medicine, and rehabilitation (all 31%).
Although the vast majority of oncologists (94%) were able to keep up with their bills, the pandemic did take a toll on some. Six percent said that they were unable to keep up with their bills, and 3% could not meet their mortgage. This is far superior to the American population at large – a quarter of adults missed a mortgage payment or rent payment because of challenges associated with the pandemic.
Saving and losses
Most oncologists did not take any extra steps to curtail spending – 77% reported that they had not done anything to reduce major expenses. About a quarter of respondents took significant steps to lower their expenses, such as deferring or refinancing loans (11%), switching to a different type of car (6%), or moving to a different home (5%).
Savings for tax deferred accounts this year was a mixed bag. More than half (56%) of oncologists said that they put aside the same amount every month, give or take; 11% do not regularly put money into a 401(k) retirement account or tax-deferred savings account. Compared to last year, 32% put less money into their savings accounts. Having fewer patients or working fewer hours during the pandemic may have resulted in oncologists needing more of their income, or even their full income, to pay their bills.
Similar results were seen with taxable savings. Half of oncologists were putting the same amount into bank accounts; 20% reported that they do not regularly put money into this type of account. Compared to last year, 29% put less money into taxable savings.
Most oncologists (75%) reported that they did not experience any significant financial losses during the past year. This was similar to last year (77%). The percentage of those who had losses related to their practice rose from 3% to 8%. Much of this increase was due to COVID-19.
Living within their means
The vast majority of oncologists live within or below their means (94%). “There are certainly folks who believe that as long as they pay their credit card every month and contribute to their 401(k) enough to get their employer match, they’re doing okay,” said Dr. Greenwald. “I would say living within one’s means is having a 3 to 6 months’ emergency fund and saving at least 20% of gross income toward retirement.”
Although most oncologists live within their means, they also have a higher than average number of credit cards. More than half (54%) have at least five; the average American has four. Nineteen percent of oncologists reported having seven or more credit cards, and none said they had no credit cards.
Mortgage payments varied considerably among respondents, from less than $100,000 (16%) to more than half a million (21%). More than a third (37%) reported having no mortgage at all. According to the Mortgage Bankers Association, the overall average size of a home mortgage loan was $344,556 in March 2020.
For household finances, 57% reported that they pool incomes to pay the bills, regardless of how much each person earns. A quarter said that they do not have joint finances with a spouse or partner, and for 13%, the person with the higher income paid a larger share.
A version of this article first appeared on Medscape.com.
Overall, oncologists’ average annual income rose from $377,000 in 2020 to $403,000 this year.
Although many offices closed for periods during 2020, some physicians used the Paycheck Protection Program. Others found other methods to keep their earnings relatively stable, such as switching to telehealth, cutting staff, and renegotiating leases.
The overall net worth of oncologists also increased. This year, 55% reported a net worth of $1.5 million, compared to 42% last year. A contributing factor is the rise in home prices, suggested Joel Greenwald, MD, CFP, a wealth management advisor for physicians.
The rise in the stock market also played a role, he noted. “And I’ve seen clients accumulate cash, which has added to their net worth. They cut back on spending because they were worried about big declines in income and also because there was simply less to spend money on.”
The percentage of oncologists (16%) with a net worth of more than $5 million stayed pretty much the same. Oncology remained in the upper half of the list of wealthy specialties. Topping that list are dermatology (28%), orthopedics and orthopedic surgery (25%), and plastic surgery (24%).
On the flip side, the percentage of oncologists on the lower end of the net worth scale declined from last year. Oncology was the specialty with the lowest percentage of practitioners (16%) reporting a net worth of under $500,000.
Expenses and debts
Similar to reports from previous years, this latest survey found that more than half of oncologists (56%) said they are paying off a mortgage on a primary residence. About a third (32%) are paying off a car loan. Credit card debt (19%), college or medical school loans (17%), childcare (14%), and medical expenses for themselves or a loved one (12%) were also reported.
When it comes to paying off school loans, oncology was near the bottom of the list of 29 medical specialties, along with nephrology, gastroenterology, and diabetes and endocrinology. Emergency medicine topped that list, followed by family medicine, pediatrics, physical medicine, and rehabilitation (all 31%).
Although the vast majority of oncologists (94%) were able to keep up with their bills, the pandemic did take a toll on some. Six percent said that they were unable to keep up with their bills, and 3% could not meet their mortgage. This is far superior to the American population at large – a quarter of adults missed a mortgage payment or rent payment because of challenges associated with the pandemic.
Saving and losses
Most oncologists did not take any extra steps to curtail spending – 77% reported that they had not done anything to reduce major expenses. About a quarter of respondents took significant steps to lower their expenses, such as deferring or refinancing loans (11%), switching to a different type of car (6%), or moving to a different home (5%).
Savings for tax deferred accounts this year was a mixed bag. More than half (56%) of oncologists said that they put aside the same amount every month, give or take; 11% do not regularly put money into a 401(k) retirement account or tax-deferred savings account. Compared to last year, 32% put less money into their savings accounts. Having fewer patients or working fewer hours during the pandemic may have resulted in oncologists needing more of their income, or even their full income, to pay their bills.
Similar results were seen with taxable savings. Half of oncologists were putting the same amount into bank accounts; 20% reported that they do not regularly put money into this type of account. Compared to last year, 29% put less money into taxable savings.
Most oncologists (75%) reported that they did not experience any significant financial losses during the past year. This was similar to last year (77%). The percentage of those who had losses related to their practice rose from 3% to 8%. Much of this increase was due to COVID-19.
Living within their means
The vast majority of oncologists live within or below their means (94%). “There are certainly folks who believe that as long as they pay their credit card every month and contribute to their 401(k) enough to get their employer match, they’re doing okay,” said Dr. Greenwald. “I would say living within one’s means is having a 3 to 6 months’ emergency fund and saving at least 20% of gross income toward retirement.”
Although most oncologists live within their means, they also have a higher than average number of credit cards. More than half (54%) have at least five; the average American has four. Nineteen percent of oncologists reported having seven or more credit cards, and none said they had no credit cards.
Mortgage payments varied considerably among respondents, from less than $100,000 (16%) to more than half a million (21%). More than a third (37%) reported having no mortgage at all. According to the Mortgage Bankers Association, the overall average size of a home mortgage loan was $344,556 in March 2020.
For household finances, 57% reported that they pool incomes to pay the bills, regardless of how much each person earns. A quarter said that they do not have joint finances with a spouse or partner, and for 13%, the person with the higher income paid a larger share.
A version of this article first appeared on Medscape.com.
Overall, oncologists’ average annual income rose from $377,000 in 2020 to $403,000 this year.
Although many offices closed for periods during 2020, some physicians used the Paycheck Protection Program. Others found other methods to keep their earnings relatively stable, such as switching to telehealth, cutting staff, and renegotiating leases.
The overall net worth of oncologists also increased. This year, 55% reported a net worth of $1.5 million, compared to 42% last year. A contributing factor is the rise in home prices, suggested Joel Greenwald, MD, CFP, a wealth management advisor for physicians.
The rise in the stock market also played a role, he noted. “And I’ve seen clients accumulate cash, which has added to their net worth. They cut back on spending because they were worried about big declines in income and also because there was simply less to spend money on.”
The percentage of oncologists (16%) with a net worth of more than $5 million stayed pretty much the same. Oncology remained in the upper half of the list of wealthy specialties. Topping that list are dermatology (28%), orthopedics and orthopedic surgery (25%), and plastic surgery (24%).
On the flip side, the percentage of oncologists on the lower end of the net worth scale declined from last year. Oncology was the specialty with the lowest percentage of practitioners (16%) reporting a net worth of under $500,000.
Expenses and debts
Similar to reports from previous years, this latest survey found that more than half of oncologists (56%) said they are paying off a mortgage on a primary residence. About a third (32%) are paying off a car loan. Credit card debt (19%), college or medical school loans (17%), childcare (14%), and medical expenses for themselves or a loved one (12%) were also reported.
When it comes to paying off school loans, oncology was near the bottom of the list of 29 medical specialties, along with nephrology, gastroenterology, and diabetes and endocrinology. Emergency medicine topped that list, followed by family medicine, pediatrics, physical medicine, and rehabilitation (all 31%).
Although the vast majority of oncologists (94%) were able to keep up with their bills, the pandemic did take a toll on some. Six percent said that they were unable to keep up with their bills, and 3% could not meet their mortgage. This is far superior to the American population at large – a quarter of adults missed a mortgage payment or rent payment because of challenges associated with the pandemic.
Saving and losses
Most oncologists did not take any extra steps to curtail spending – 77% reported that they had not done anything to reduce major expenses. About a quarter of respondents took significant steps to lower their expenses, such as deferring or refinancing loans (11%), switching to a different type of car (6%), or moving to a different home (5%).
Savings for tax deferred accounts this year was a mixed bag. More than half (56%) of oncologists said that they put aside the same amount every month, give or take; 11% do not regularly put money into a 401(k) retirement account or tax-deferred savings account. Compared to last year, 32% put less money into their savings accounts. Having fewer patients or working fewer hours during the pandemic may have resulted in oncologists needing more of their income, or even their full income, to pay their bills.
Similar results were seen with taxable savings. Half of oncologists were putting the same amount into bank accounts; 20% reported that they do not regularly put money into this type of account. Compared to last year, 29% put less money into taxable savings.
Most oncologists (75%) reported that they did not experience any significant financial losses during the past year. This was similar to last year (77%). The percentage of those who had losses related to their practice rose from 3% to 8%. Much of this increase was due to COVID-19.
Living within their means
The vast majority of oncologists live within or below their means (94%). “There are certainly folks who believe that as long as they pay their credit card every month and contribute to their 401(k) enough to get their employer match, they’re doing okay,” said Dr. Greenwald. “I would say living within one’s means is having a 3 to 6 months’ emergency fund and saving at least 20% of gross income toward retirement.”
Although most oncologists live within their means, they also have a higher than average number of credit cards. More than half (54%) have at least five; the average American has four. Nineteen percent of oncologists reported having seven or more credit cards, and none said they had no credit cards.
Mortgage payments varied considerably among respondents, from less than $100,000 (16%) to more than half a million (21%). More than a third (37%) reported having no mortgage at all. According to the Mortgage Bankers Association, the overall average size of a home mortgage loan was $344,556 in March 2020.
For household finances, 57% reported that they pool incomes to pay the bills, regardless of how much each person earns. A quarter said that they do not have joint finances with a spouse or partner, and for 13%, the person with the higher income paid a larger share.
A version of this article first appeared on Medscape.com.
Progressive disability in MS explained?
Results from a retrospective study show that complete resolution of brain lesions on MRI was more common among patients with myelin-oligodendrocyte-glycoprotein-IgG-associated disorder (MOGAD). Complete resolution occurred in 72% of the group with MOGAD, versus 17% of those with MS and 14% of those with aquaporin-4-positive neuromyelitis optica spectrum disorder (AQP4+ NMOSD).
“What we found was, with MOGAD in particular, many of the lesions resolved completely,” said co-investigator Eoin Flanagan, MBBCh, neurologist, Mayo Clinic, Rochester, Minn. “That fits with MOGAD having a fairly good prognosis and patients not developing much long-term disability with that disease,” he said.
The researchers also studied whether scarring may account for the absence of slowly progressive disability among patients with AQP4+ NMOSD and MOGAD compared with patients with MS. “The differences in scarring that we found will help physicians distinguish these three diseases more easily to aid in diagnosis. More importantly, our findings improve our understanding of the mechanisms of nerve damage in these three diseases and may suggest an important role of such scars in the development of long-term disability in MS,” Dr. Flanagan said in a statement.
The findings were published online July 14 in Neurology.
Lesion evolution
MOGAD, AQP4+ NMOSD, and MS are inflammatory demyelinating disorders that share certain manifestations. However, these disorders differ in important ways, including the severity of attacks and their clinical course.
Although patients with MOGAD and AQP4+ NMOSD generally have severe attacks that bring major disability, the clinical course of these disorders is better than initial attacks would suggest. In contrast, patients with MS have comparatively mild attacks that are associated with a high risk for progressive disability.
Previous studies of these demyelinating disorders have examined the shape and location of lesions but not change over time. Observing these lesions’ development and resolution could provide information about disease course and influence treatment and the monitoring of disease activity, the current researchers noted.
They retrospectively identified consecutive patients with MOGAD, AQP4+ NMOSD, or MS who presented to the Mayo Clinic between January 2000 and August 2019. Data from a cohort of patients with MS in Olmsted County, Minn., were also included.
Eligible participants had experienced a first brain or myelitis attack, had undergone MRI of the brain or spinal cord within 6 weeks of the attack nadir, and had undergone a follow-up MRI 6 months after the attack.
Patients who experienced a relapse during follow-up in the same region as the initial attack were excluded. Concomitant brain and myelitis attacks were analyzed separately.
An index lesion was identified for each patient. The index lesion was defined as an acute lesion that provided an anatomic explanation for the clinical symptoms. If multiple lesions were present, the largest of them was chosen as the index lesion. MRIs were examined by neuroradiologists who were blinded to patients’ diagnoses and serology results.
Among the 156 participants, 67 had MS (76% women), 51 had AQP4+ NMOSD (80% women), and 38 had MOGAD (45% women). The median age at first attack for the groups was 37, 53, and 25 years, respectively.
In addition, 63 patients had relapsing-remitting MS, two had a single attack of progressive MS, and two had clinically isolated syndrome. No patients with NMOSD or MOGAD had developed progressive disease at final follow-up.
Participants experienced a total of 81 brain attacks and 91 myelitis attacks. Sixteen patients had experienced both a brain attack and a myelitis attack.
Symptoms corresponding to the index brain lesions were brainstem or cerebellar syndrome (56), encephalopathy or focal symptoms (12), or combinations of these (13). Among patients with an index myelitis attack, 31 had cervical involvement, 21 had thoracic involvement, and 39 had involvement of both regions.
Complete resolution
Results showed that 72% of patients with MOGAD experienced complete resolution of the brain index lesion, compared with 17% of patients with MS and 14% of patients with NMOSD (P < .001).
Similarly, 79% of the MOGAD group experienced complete resolution of the myelitis index lesion, compared with no members of the MS or NMOSD groups (P < .001 for both comparisons).
Complete resolution of all T2-abnormalities at MRI follow-up was more common in the MOGAD group than in the other two groups.
For brain attacks, complete resolution occurred in 39% of patients with MOGAD, 10% of patients with NMOSD, and 5% of patients with MS. For spinal cord attacks, complete resolution occurred in 79% of patients with MOGAD, versus none of the patients with NMOSD or MS.
Median reduction in T2 lesion area on follow-up axial brain MRI was larger in patients with MOGAD (213 mm2) than in those with NMOSD (104 mm2; P = .02) or MS (36 mm2; P < .001).
Reductions in lesion size on sagittal spine MRI follow-up were similar between the MOGAD (262 mm2) and NMOSD (309 mm2) groups; both experienced greater reductions than the MS group (23 mm2; P < .001).
Lesion prevention
Dr. Flanagan noted that the diagnosis of MOGAD is based on a test for MOG antibody, but sometimes false positive results occur. “A single follow-up MRI can be useful, showing that if all the lesions went away, you would be more confident that it would be MOGAD,” he said.
Study participants with MS experienced less lesion healing than the patients with MOGAD or NMOSD.
“We now have very effective medications in MS to prevent new lesions from occurring,” Dr. Flanagan said. The study highlights the importance of lesion prevention, “because when you do get a lesion, it does tend to stay and not recover completely,” he added.
He noted that the resolution of lesions in the study population may reflect remyelination. Future research examining whether remyelination is more efficient in MOGAD than in the other disorders could possibly lead to new approaches for MS treatment, said Dr. Flanagan.
“Maybe some of the MOGAD lesions are from edema. When we use steroids, that tends to resolve and not leave a scar. So, that’s another possibility. We’d like to better understand that,” he said.
Differences in pathology
Commenting on the findings, Bruce Cree, MD, PhD, professor of neurology, Weill Institute for Neurosciences, University of California, San Francisco, noted that the study is one of the first to systematically examine and compare MRI lesion evolution across three disease states.
“What they put their finger on are differences in the fundamental pathology of these three different diseases,” said Dr. Cree, who was not involved with the research.
The study’s cross-sectional comparison was its main strength, he noted.
“The main weakness, from my point of view, is that in these three disorders, optic nerve involvement is very common,” Dr. Cree said. “In this paper, no analysis of optic nerve lesions by MRI was performed.”
The researchers acknowledge this limitation and explain that they did not have consistent, dedicated orbital imaging for such an analysis.
Dr. Cree noted that the findings also provide a reminder that the pathogenesis of MOGAD is not yet clear.
“We know that these anti-MOG antibodies are associated with this demyelinating disorder, but whether these antibodies have a pathogenic role has yet to be clearly demonstrated,” said Dr. Cree. “What is actually going on within these lesions [is also] not fully understood.”
The finding that MOGAD lesions can resolve completely suggests that repair mechanisms are at work within the brain and spinal cord, he noted.
Being able to understand and comprehend what those mechanisms at work are and why they occur in MOGAD but not in NMOSD or MS “would be of enormous clinical advantage,” he said.
The current study also highlights the importance of incorporating imaging into clinical trials that study these rare disorders, especially serial imaging for MOGAD, Dr. Cree added.
This imaging is vital not only for developing new treatments but also for understanding the clinical impact of a given medication. “We really need rigorous imaging to be applied to these rare disorders, just as was done with MS,” Dr. Cree concluded.
The study was funded by the National Institute of Neurological Disorders and Stroke. Dr. Flanagan has received research support from MedImmune/Viela Bio. Dr. Cree is working with two of the researchers on the steering committee for the N-MOmentum trial of inebilizumab in patients with NMOSD. He has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
Results from a retrospective study show that complete resolution of brain lesions on MRI was more common among patients with myelin-oligodendrocyte-glycoprotein-IgG-associated disorder (MOGAD). Complete resolution occurred in 72% of the group with MOGAD, versus 17% of those with MS and 14% of those with aquaporin-4-positive neuromyelitis optica spectrum disorder (AQP4+ NMOSD).
“What we found was, with MOGAD in particular, many of the lesions resolved completely,” said co-investigator Eoin Flanagan, MBBCh, neurologist, Mayo Clinic, Rochester, Minn. “That fits with MOGAD having a fairly good prognosis and patients not developing much long-term disability with that disease,” he said.
The researchers also studied whether scarring may account for the absence of slowly progressive disability among patients with AQP4+ NMOSD and MOGAD compared with patients with MS. “The differences in scarring that we found will help physicians distinguish these three diseases more easily to aid in diagnosis. More importantly, our findings improve our understanding of the mechanisms of nerve damage in these three diseases and may suggest an important role of such scars in the development of long-term disability in MS,” Dr. Flanagan said in a statement.
The findings were published online July 14 in Neurology.
Lesion evolution
MOGAD, AQP4+ NMOSD, and MS are inflammatory demyelinating disorders that share certain manifestations. However, these disorders differ in important ways, including the severity of attacks and their clinical course.
Although patients with MOGAD and AQP4+ NMOSD generally have severe attacks that bring major disability, the clinical course of these disorders is better than initial attacks would suggest. In contrast, patients with MS have comparatively mild attacks that are associated with a high risk for progressive disability.
Previous studies of these demyelinating disorders have examined the shape and location of lesions but not change over time. Observing these lesions’ development and resolution could provide information about disease course and influence treatment and the monitoring of disease activity, the current researchers noted.
They retrospectively identified consecutive patients with MOGAD, AQP4+ NMOSD, or MS who presented to the Mayo Clinic between January 2000 and August 2019. Data from a cohort of patients with MS in Olmsted County, Minn., were also included.
Eligible participants had experienced a first brain or myelitis attack, had undergone MRI of the brain or spinal cord within 6 weeks of the attack nadir, and had undergone a follow-up MRI 6 months after the attack.
Patients who experienced a relapse during follow-up in the same region as the initial attack were excluded. Concomitant brain and myelitis attacks were analyzed separately.
An index lesion was identified for each patient. The index lesion was defined as an acute lesion that provided an anatomic explanation for the clinical symptoms. If multiple lesions were present, the largest of them was chosen as the index lesion. MRIs were examined by neuroradiologists who were blinded to patients’ diagnoses and serology results.
Among the 156 participants, 67 had MS (76% women), 51 had AQP4+ NMOSD (80% women), and 38 had MOGAD (45% women). The median age at first attack for the groups was 37, 53, and 25 years, respectively.
In addition, 63 patients had relapsing-remitting MS, two had a single attack of progressive MS, and two had clinically isolated syndrome. No patients with NMOSD or MOGAD had developed progressive disease at final follow-up.
Participants experienced a total of 81 brain attacks and 91 myelitis attacks. Sixteen patients had experienced both a brain attack and a myelitis attack.
Symptoms corresponding to the index brain lesions were brainstem or cerebellar syndrome (56), encephalopathy or focal symptoms (12), or combinations of these (13). Among patients with an index myelitis attack, 31 had cervical involvement, 21 had thoracic involvement, and 39 had involvement of both regions.
Complete resolution
Results showed that 72% of patients with MOGAD experienced complete resolution of the brain index lesion, compared with 17% of patients with MS and 14% of patients with NMOSD (P < .001).
Similarly, 79% of the MOGAD group experienced complete resolution of the myelitis index lesion, compared with no members of the MS or NMOSD groups (P < .001 for both comparisons).
Complete resolution of all T2-abnormalities at MRI follow-up was more common in the MOGAD group than in the other two groups.
For brain attacks, complete resolution occurred in 39% of patients with MOGAD, 10% of patients with NMOSD, and 5% of patients with MS. For spinal cord attacks, complete resolution occurred in 79% of patients with MOGAD, versus none of the patients with NMOSD or MS.
Median reduction in T2 lesion area on follow-up axial brain MRI was larger in patients with MOGAD (213 mm2) than in those with NMOSD (104 mm2; P = .02) or MS (36 mm2; P < .001).
Reductions in lesion size on sagittal spine MRI follow-up were similar between the MOGAD (262 mm2) and NMOSD (309 mm2) groups; both experienced greater reductions than the MS group (23 mm2; P < .001).
Lesion prevention
Dr. Flanagan noted that the diagnosis of MOGAD is based on a test for MOG antibody, but sometimes false positive results occur. “A single follow-up MRI can be useful, showing that if all the lesions went away, you would be more confident that it would be MOGAD,” he said.
Study participants with MS experienced less lesion healing than the patients with MOGAD or NMOSD.
“We now have very effective medications in MS to prevent new lesions from occurring,” Dr. Flanagan said. The study highlights the importance of lesion prevention, “because when you do get a lesion, it does tend to stay and not recover completely,” he added.
He noted that the resolution of lesions in the study population may reflect remyelination. Future research examining whether remyelination is more efficient in MOGAD than in the other disorders could possibly lead to new approaches for MS treatment, said Dr. Flanagan.
“Maybe some of the MOGAD lesions are from edema. When we use steroids, that tends to resolve and not leave a scar. So, that’s another possibility. We’d like to better understand that,” he said.
Differences in pathology
Commenting on the findings, Bruce Cree, MD, PhD, professor of neurology, Weill Institute for Neurosciences, University of California, San Francisco, noted that the study is one of the first to systematically examine and compare MRI lesion evolution across three disease states.
“What they put their finger on are differences in the fundamental pathology of these three different diseases,” said Dr. Cree, who was not involved with the research.
The study’s cross-sectional comparison was its main strength, he noted.
“The main weakness, from my point of view, is that in these three disorders, optic nerve involvement is very common,” Dr. Cree said. “In this paper, no analysis of optic nerve lesions by MRI was performed.”
The researchers acknowledge this limitation and explain that they did not have consistent, dedicated orbital imaging for such an analysis.
Dr. Cree noted that the findings also provide a reminder that the pathogenesis of MOGAD is not yet clear.
“We know that these anti-MOG antibodies are associated with this demyelinating disorder, but whether these antibodies have a pathogenic role has yet to be clearly demonstrated,” said Dr. Cree. “What is actually going on within these lesions [is also] not fully understood.”
The finding that MOGAD lesions can resolve completely suggests that repair mechanisms are at work within the brain and spinal cord, he noted.
Being able to understand and comprehend what those mechanisms at work are and why they occur in MOGAD but not in NMOSD or MS “would be of enormous clinical advantage,” he said.
The current study also highlights the importance of incorporating imaging into clinical trials that study these rare disorders, especially serial imaging for MOGAD, Dr. Cree added.
This imaging is vital not only for developing new treatments but also for understanding the clinical impact of a given medication. “We really need rigorous imaging to be applied to these rare disorders, just as was done with MS,” Dr. Cree concluded.
The study was funded by the National Institute of Neurological Disorders and Stroke. Dr. Flanagan has received research support from MedImmune/Viela Bio. Dr. Cree is working with two of the researchers on the steering committee for the N-MOmentum trial of inebilizumab in patients with NMOSD. He has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
Results from a retrospective study show that complete resolution of brain lesions on MRI was more common among patients with myelin-oligodendrocyte-glycoprotein-IgG-associated disorder (MOGAD). Complete resolution occurred in 72% of the group with MOGAD, versus 17% of those with MS and 14% of those with aquaporin-4-positive neuromyelitis optica spectrum disorder (AQP4+ NMOSD).
“What we found was, with MOGAD in particular, many of the lesions resolved completely,” said co-investigator Eoin Flanagan, MBBCh, neurologist, Mayo Clinic, Rochester, Minn. “That fits with MOGAD having a fairly good prognosis and patients not developing much long-term disability with that disease,” he said.
The researchers also studied whether scarring may account for the absence of slowly progressive disability among patients with AQP4+ NMOSD and MOGAD compared with patients with MS. “The differences in scarring that we found will help physicians distinguish these three diseases more easily to aid in diagnosis. More importantly, our findings improve our understanding of the mechanisms of nerve damage in these three diseases and may suggest an important role of such scars in the development of long-term disability in MS,” Dr. Flanagan said in a statement.
The findings were published online July 14 in Neurology.
Lesion evolution
MOGAD, AQP4+ NMOSD, and MS are inflammatory demyelinating disorders that share certain manifestations. However, these disorders differ in important ways, including the severity of attacks and their clinical course.
Although patients with MOGAD and AQP4+ NMOSD generally have severe attacks that bring major disability, the clinical course of these disorders is better than initial attacks would suggest. In contrast, patients with MS have comparatively mild attacks that are associated with a high risk for progressive disability.
Previous studies of these demyelinating disorders have examined the shape and location of lesions but not change over time. Observing these lesions’ development and resolution could provide information about disease course and influence treatment and the monitoring of disease activity, the current researchers noted.
They retrospectively identified consecutive patients with MOGAD, AQP4+ NMOSD, or MS who presented to the Mayo Clinic between January 2000 and August 2019. Data from a cohort of patients with MS in Olmsted County, Minn., were also included.
Eligible participants had experienced a first brain or myelitis attack, had undergone MRI of the brain or spinal cord within 6 weeks of the attack nadir, and had undergone a follow-up MRI 6 months after the attack.
Patients who experienced a relapse during follow-up in the same region as the initial attack were excluded. Concomitant brain and myelitis attacks were analyzed separately.
An index lesion was identified for each patient. The index lesion was defined as an acute lesion that provided an anatomic explanation for the clinical symptoms. If multiple lesions were present, the largest of them was chosen as the index lesion. MRIs were examined by neuroradiologists who were blinded to patients’ diagnoses and serology results.
Among the 156 participants, 67 had MS (76% women), 51 had AQP4+ NMOSD (80% women), and 38 had MOGAD (45% women). The median age at first attack for the groups was 37, 53, and 25 years, respectively.
In addition, 63 patients had relapsing-remitting MS, two had a single attack of progressive MS, and two had clinically isolated syndrome. No patients with NMOSD or MOGAD had developed progressive disease at final follow-up.
Participants experienced a total of 81 brain attacks and 91 myelitis attacks. Sixteen patients had experienced both a brain attack and a myelitis attack.
Symptoms corresponding to the index brain lesions were brainstem or cerebellar syndrome (56), encephalopathy or focal symptoms (12), or combinations of these (13). Among patients with an index myelitis attack, 31 had cervical involvement, 21 had thoracic involvement, and 39 had involvement of both regions.
Complete resolution
Results showed that 72% of patients with MOGAD experienced complete resolution of the brain index lesion, compared with 17% of patients with MS and 14% of patients with NMOSD (P < .001).
Similarly, 79% of the MOGAD group experienced complete resolution of the myelitis index lesion, compared with no members of the MS or NMOSD groups (P < .001 for both comparisons).
Complete resolution of all T2-abnormalities at MRI follow-up was more common in the MOGAD group than in the other two groups.
For brain attacks, complete resolution occurred in 39% of patients with MOGAD, 10% of patients with NMOSD, and 5% of patients with MS. For spinal cord attacks, complete resolution occurred in 79% of patients with MOGAD, versus none of the patients with NMOSD or MS.
Median reduction in T2 lesion area on follow-up axial brain MRI was larger in patients with MOGAD (213 mm2) than in those with NMOSD (104 mm2; P = .02) or MS (36 mm2; P < .001).
Reductions in lesion size on sagittal spine MRI follow-up were similar between the MOGAD (262 mm2) and NMOSD (309 mm2) groups; both experienced greater reductions than the MS group (23 mm2; P < .001).
Lesion prevention
Dr. Flanagan noted that the diagnosis of MOGAD is based on a test for MOG antibody, but sometimes false positive results occur. “A single follow-up MRI can be useful, showing that if all the lesions went away, you would be more confident that it would be MOGAD,” he said.
Study participants with MS experienced less lesion healing than the patients with MOGAD or NMOSD.
“We now have very effective medications in MS to prevent new lesions from occurring,” Dr. Flanagan said. The study highlights the importance of lesion prevention, “because when you do get a lesion, it does tend to stay and not recover completely,” he added.
He noted that the resolution of lesions in the study population may reflect remyelination. Future research examining whether remyelination is more efficient in MOGAD than in the other disorders could possibly lead to new approaches for MS treatment, said Dr. Flanagan.
“Maybe some of the MOGAD lesions are from edema. When we use steroids, that tends to resolve and not leave a scar. So, that’s another possibility. We’d like to better understand that,” he said.
Differences in pathology
Commenting on the findings, Bruce Cree, MD, PhD, professor of neurology, Weill Institute for Neurosciences, University of California, San Francisco, noted that the study is one of the first to systematically examine and compare MRI lesion evolution across three disease states.
“What they put their finger on are differences in the fundamental pathology of these three different diseases,” said Dr. Cree, who was not involved with the research.
The study’s cross-sectional comparison was its main strength, he noted.
“The main weakness, from my point of view, is that in these three disorders, optic nerve involvement is very common,” Dr. Cree said. “In this paper, no analysis of optic nerve lesions by MRI was performed.”
The researchers acknowledge this limitation and explain that they did not have consistent, dedicated orbital imaging for such an analysis.
Dr. Cree noted that the findings also provide a reminder that the pathogenesis of MOGAD is not yet clear.
“We know that these anti-MOG antibodies are associated with this demyelinating disorder, but whether these antibodies have a pathogenic role has yet to be clearly demonstrated,” said Dr. Cree. “What is actually going on within these lesions [is also] not fully understood.”
The finding that MOGAD lesions can resolve completely suggests that repair mechanisms are at work within the brain and spinal cord, he noted.
Being able to understand and comprehend what those mechanisms at work are and why they occur in MOGAD but not in NMOSD or MS “would be of enormous clinical advantage,” he said.
The current study also highlights the importance of incorporating imaging into clinical trials that study these rare disorders, especially serial imaging for MOGAD, Dr. Cree added.
This imaging is vital not only for developing new treatments but also for understanding the clinical impact of a given medication. “We really need rigorous imaging to be applied to these rare disorders, just as was done with MS,” Dr. Cree concluded.
The study was funded by the National Institute of Neurological Disorders and Stroke. Dr. Flanagan has received research support from MedImmune/Viela Bio. Dr. Cree is working with two of the researchers on the steering committee for the N-MOmentum trial of inebilizumab in patients with NMOSD. He has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
From Neurology
Young Black and White athletes differ in how they recover from concussions
, according to a new study on racial differences in concussion recovery.
“The findings from this study provide novel evidence that the recovery experience following sport-related concussion likely differs between Black and White athletes, and understanding these differences may serve to provide better and more personalized intervention and management strategies,” wrote lead author Aaron M. Yengo-Kahn, MD, of Vanderbilt University Medical Center in Nashville, Tenn. The study was published in the Journal of Neurosurgery: Pediatrics.
To assess how postconcussion experiences and recovery time differ among young White and Black athletes, the researchers launched a retrospective cohort study of youths between the ages of 12 and 23 from the middle Tennessee, northern Alabama, and southern Kentucky regions who had been treated for sport-related concussion. Using data from the Vanderbilt Sports Concussion Center’s outcome registry, they examined the records of 247 student-athletes, 211 of whom were White and 36 of whom were Black.
The majority of the athletes were male – 58% of the White group and 78% of the Black group – and their average age across groups was roughly 16 years. Thirty-three percent of the Black athletes were on public insurance, compared with just 6% of the White athletes, and 41% of the Black athletes lived in low–median income areas while 55% of the White athletes lived in areas with a high median income. Approximately 90% of each group played contact sports.
The median time to symptom resolution was 21 days (interquartile range, 10.5-61.0) for White athletes but just 12.3 days (IQR, 6.8-28.0) for Black athletes. Multivariable regression confirmed that Black athletes reached asymptomatic status sooner than White athletes (hazard ratio, 1.497; 95% confidence interval, 1.014-2.209; P = .042). “The observed shorter symptom resolution among the Black athletes may be explained by a complex interplay among race, concussion knowledge, attitudes toward sport-related concussion, reporting behavior, and sociodemographic disparities,” the authors noted.
The median time until returning to school post injury was 2 school days (IQR, 0-5) for White athletes and 0 school days (IQR, 0-2) for Black athletes. After multivariable analysis, being Black was indeed associated with returning to school sooner, compared with being White (HR, 1.522; 95% CI, 1.02-2,27; P = .040). Being Black was also associated with being less likely to a report a change in daily activity post concussion (odds ratio, 0.368; 95% CI, 0.136-0.996; P = .049).
Adding race to research
To make headway toward understanding race’s impact on concussion research, the authors proposed three immediate steps: Work directly with schools instead of clinics or emergency departments, match the diversity of study cohorts with the racial makeup of the surrounding community, and consider race as a covariate during study design.
“In our work with concussions, there is very little reported on race or racism or how racism affects how patients are navigating these spaces,” said coauthor Jessica Wallace, PhD, of the department of health science at the University of Alabama in Tuscaloosa, Ala., in an interview. “But we have so many athletes at the youth level, adolescent level, even the collegiate level; it’s such a diverse array of patients. We need to have data representative of all of our groups so that we know where we need to be intentional about reducing disparities and closing gaps.”
Dr. Wallace, who recently authored a study on the underreporting of concussions among Black and White high school athletes, emphasized the need for concussion research to be a true collaboration across disciplines.
“I approach this work from this public health and athletic training lens, whereas a lot of my collaborators are in neurosurgery and neurology,” she said. “Moving forward, we as a scientific clinical community have to do interdisciplinary work and be very intentional about how we go about closing these gaps. We have to recognize that there are differences in knowledge and in care, and they’re unacceptable, and we have to work collaboratively in providing resources to communities equitably to decrease them.”
The authors acknowledged their study’s limitations, including the retrospective nature of the study, using zip codes to determine median household income, and an unbalanced number of White and Black athletes. They did add, however, that the ratio of participants “generally aligns with census data in the surrounding metropolitan and county areas.” That said, they also surmised that the scarcity of Black athletes could indicate a deeper disparity in health care system usage and asked future researchers to “consider enrolling athletes directly from schools rather than from within the concussion clinic only.”
Dr. Yengo-Kahn disclosed holding a compensated position on the scientific advisory board of BlinkTBI, but the authors noted that the company had no role in the study and its products were not used. No other conflicts of interest were reported.
, according to a new study on racial differences in concussion recovery.
“The findings from this study provide novel evidence that the recovery experience following sport-related concussion likely differs between Black and White athletes, and understanding these differences may serve to provide better and more personalized intervention and management strategies,” wrote lead author Aaron M. Yengo-Kahn, MD, of Vanderbilt University Medical Center in Nashville, Tenn. The study was published in the Journal of Neurosurgery: Pediatrics.
To assess how postconcussion experiences and recovery time differ among young White and Black athletes, the researchers launched a retrospective cohort study of youths between the ages of 12 and 23 from the middle Tennessee, northern Alabama, and southern Kentucky regions who had been treated for sport-related concussion. Using data from the Vanderbilt Sports Concussion Center’s outcome registry, they examined the records of 247 student-athletes, 211 of whom were White and 36 of whom were Black.
The majority of the athletes were male – 58% of the White group and 78% of the Black group – and their average age across groups was roughly 16 years. Thirty-three percent of the Black athletes were on public insurance, compared with just 6% of the White athletes, and 41% of the Black athletes lived in low–median income areas while 55% of the White athletes lived in areas with a high median income. Approximately 90% of each group played contact sports.
The median time to symptom resolution was 21 days (interquartile range, 10.5-61.0) for White athletes but just 12.3 days (IQR, 6.8-28.0) for Black athletes. Multivariable regression confirmed that Black athletes reached asymptomatic status sooner than White athletes (hazard ratio, 1.497; 95% confidence interval, 1.014-2.209; P = .042). “The observed shorter symptom resolution among the Black athletes may be explained by a complex interplay among race, concussion knowledge, attitudes toward sport-related concussion, reporting behavior, and sociodemographic disparities,” the authors noted.
The median time until returning to school post injury was 2 school days (IQR, 0-5) for White athletes and 0 school days (IQR, 0-2) for Black athletes. After multivariable analysis, being Black was indeed associated with returning to school sooner, compared with being White (HR, 1.522; 95% CI, 1.02-2,27; P = .040). Being Black was also associated with being less likely to a report a change in daily activity post concussion (odds ratio, 0.368; 95% CI, 0.136-0.996; P = .049).
Adding race to research
To make headway toward understanding race’s impact on concussion research, the authors proposed three immediate steps: Work directly with schools instead of clinics or emergency departments, match the diversity of study cohorts with the racial makeup of the surrounding community, and consider race as a covariate during study design.
“In our work with concussions, there is very little reported on race or racism or how racism affects how patients are navigating these spaces,” said coauthor Jessica Wallace, PhD, of the department of health science at the University of Alabama in Tuscaloosa, Ala., in an interview. “But we have so many athletes at the youth level, adolescent level, even the collegiate level; it’s such a diverse array of patients. We need to have data representative of all of our groups so that we know where we need to be intentional about reducing disparities and closing gaps.”
Dr. Wallace, who recently authored a study on the underreporting of concussions among Black and White high school athletes, emphasized the need for concussion research to be a true collaboration across disciplines.
“I approach this work from this public health and athletic training lens, whereas a lot of my collaborators are in neurosurgery and neurology,” she said. “Moving forward, we as a scientific clinical community have to do interdisciplinary work and be very intentional about how we go about closing these gaps. We have to recognize that there are differences in knowledge and in care, and they’re unacceptable, and we have to work collaboratively in providing resources to communities equitably to decrease them.”
The authors acknowledged their study’s limitations, including the retrospective nature of the study, using zip codes to determine median household income, and an unbalanced number of White and Black athletes. They did add, however, that the ratio of participants “generally aligns with census data in the surrounding metropolitan and county areas.” That said, they also surmised that the scarcity of Black athletes could indicate a deeper disparity in health care system usage and asked future researchers to “consider enrolling athletes directly from schools rather than from within the concussion clinic only.”
Dr. Yengo-Kahn disclosed holding a compensated position on the scientific advisory board of BlinkTBI, but the authors noted that the company had no role in the study and its products were not used. No other conflicts of interest were reported.
, according to a new study on racial differences in concussion recovery.
“The findings from this study provide novel evidence that the recovery experience following sport-related concussion likely differs between Black and White athletes, and understanding these differences may serve to provide better and more personalized intervention and management strategies,” wrote lead author Aaron M. Yengo-Kahn, MD, of Vanderbilt University Medical Center in Nashville, Tenn. The study was published in the Journal of Neurosurgery: Pediatrics.
To assess how postconcussion experiences and recovery time differ among young White and Black athletes, the researchers launched a retrospective cohort study of youths between the ages of 12 and 23 from the middle Tennessee, northern Alabama, and southern Kentucky regions who had been treated for sport-related concussion. Using data from the Vanderbilt Sports Concussion Center’s outcome registry, they examined the records of 247 student-athletes, 211 of whom were White and 36 of whom were Black.
The majority of the athletes were male – 58% of the White group and 78% of the Black group – and their average age across groups was roughly 16 years. Thirty-three percent of the Black athletes were on public insurance, compared with just 6% of the White athletes, and 41% of the Black athletes lived in low–median income areas while 55% of the White athletes lived in areas with a high median income. Approximately 90% of each group played contact sports.
The median time to symptom resolution was 21 days (interquartile range, 10.5-61.0) for White athletes but just 12.3 days (IQR, 6.8-28.0) for Black athletes. Multivariable regression confirmed that Black athletes reached asymptomatic status sooner than White athletes (hazard ratio, 1.497; 95% confidence interval, 1.014-2.209; P = .042). “The observed shorter symptom resolution among the Black athletes may be explained by a complex interplay among race, concussion knowledge, attitudes toward sport-related concussion, reporting behavior, and sociodemographic disparities,” the authors noted.
The median time until returning to school post injury was 2 school days (IQR, 0-5) for White athletes and 0 school days (IQR, 0-2) for Black athletes. After multivariable analysis, being Black was indeed associated with returning to school sooner, compared with being White (HR, 1.522; 95% CI, 1.02-2,27; P = .040). Being Black was also associated with being less likely to a report a change in daily activity post concussion (odds ratio, 0.368; 95% CI, 0.136-0.996; P = .049).
Adding race to research
To make headway toward understanding race’s impact on concussion research, the authors proposed three immediate steps: Work directly with schools instead of clinics or emergency departments, match the diversity of study cohorts with the racial makeup of the surrounding community, and consider race as a covariate during study design.
“In our work with concussions, there is very little reported on race or racism or how racism affects how patients are navigating these spaces,” said coauthor Jessica Wallace, PhD, of the department of health science at the University of Alabama in Tuscaloosa, Ala., in an interview. “But we have so many athletes at the youth level, adolescent level, even the collegiate level; it’s such a diverse array of patients. We need to have data representative of all of our groups so that we know where we need to be intentional about reducing disparities and closing gaps.”
Dr. Wallace, who recently authored a study on the underreporting of concussions among Black and White high school athletes, emphasized the need for concussion research to be a true collaboration across disciplines.
“I approach this work from this public health and athletic training lens, whereas a lot of my collaborators are in neurosurgery and neurology,” she said. “Moving forward, we as a scientific clinical community have to do interdisciplinary work and be very intentional about how we go about closing these gaps. We have to recognize that there are differences in knowledge and in care, and they’re unacceptable, and we have to work collaboratively in providing resources to communities equitably to decrease them.”
The authors acknowledged their study’s limitations, including the retrospective nature of the study, using zip codes to determine median household income, and an unbalanced number of White and Black athletes. They did add, however, that the ratio of participants “generally aligns with census data in the surrounding metropolitan and county areas.” That said, they also surmised that the scarcity of Black athletes could indicate a deeper disparity in health care system usage and asked future researchers to “consider enrolling athletes directly from schools rather than from within the concussion clinic only.”
Dr. Yengo-Kahn disclosed holding a compensated position on the scientific advisory board of BlinkTBI, but the authors noted that the company had no role in the study and its products were not used. No other conflicts of interest were reported.
FROM THE JOURNAL OF NEUROSURGERY: PEDIATRICS
Better to binge drink than regularly tipple, suggests GI cancer study
When weekly levels are similar
Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts – compared with higher amounts or binge drinking, given similar weekly levels.
“The novel finding of the current study is that frequent drinking may be more dangerous than binge drinking with regard to GI cancers. Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts -- compared with higher amounts or binge drinking, given similar weekly levels.” first author Jung Eun Yook, MD, of Seoul (South Korea) National University Hospital, and colleagues reported in an article published Aug. 18, 2021, in JAMA Network Open (doi: 10.1001/jamanetworkopen.2021.20382).
“This finding suggests that repeated alcohol consumption events even at lower amounts of alcohol may have a greater carcinogenic effect on GI organs than the consumption of larger amounts of alcohol at a lower frequency,” the investigators wrote.
A possible reason behind the difference in risk may be that the chronic “carcinogenic insult” from regular alcohol use may promote cancer development, whereas less frequent, episodic alcohol exposures may allow physiologic recovery, said the authors.
The results are from a population-based study that involved 11,737,467 participants in the Korean National Health System database who did not have cancer and who took part in a national screening program between January 2009 and December 2010.
They were followed from the year after their screening until either they had received a diagnosis of a GI cancer, death occurred, or the end of December 2017.
During a median follow-up of 6.4 years, 319,202 (2.7%) of those in the study developed a GI cancer.
The increase in the risk associated with alcohol consumption was dose dependent.
Compared with those who did not consume alcohol, the risk of developing GI cancer was higher for mild drinkers (adjusted hazard ratio, 1.04; 95% confidence interval, 1.03-1.05), moderate drinkers (aHR, 1.14; 95% CI, 1.12-1.15), and heavy drinkers (aHR, 1.28; 95% CI, 1.26-1.29), after adjusting for age, sex, income, smoking status with intensity, regular exercise, body mass index, diabetes, hypertension, and dyslipidemia.
There was a linear association between the frequency of drinking and GI cancer risk, with an aHR of 1.39 for individuals who reported drinking every day (95% CI, 1.36-1.41). The risk for GI cancer increased with consumption of five to seven units per occasion (aHR, 1.15). Notably, there were no similar increases with higher intake, including intake of 8-14 units per occasion (aHR, 1.11; 95% CI, 1.09-1.12), and even up to more than 14 units per occasion (aHR, 1.11; 95%CI, 1.08-1.14), in comparison with an intake of 5-7 units per occasion.
“Given similar weekly alcohol consumption levels, the risk of GI cancer increased with a higher frequency of drinking and decreased with a higher amount per occasion,” the authors write.
“Most previous studies just assess alcohol consumption as a total amount, [such as] drinks per occasion times occasion per week equals drinks per week [and] grams per week,” coauthor Dong Wook Shin, MD, DrPH, Samsung Medical Center, Sungkyunkwan University, Seoul, South Korea, said in an interview.
“But it was not known whether frequent drinking with small amount is more harmful than binge drinking, given a similar level of total drinking,” Dr. Shin said.
The increased risk associated with frequent drinking was generally similar with respect to esophageal, gastric, colorectal, biliary, and pancreatic cancer.
An exception was liver cancer, which showed a slightly decreased risk among mild drinkers (aHR, 0.91; 95% CI, 0.89-0.93).
Of note, the association between alcohol intake and the incidence of GI cancer was lower among women than men in terms of weekly consumption, frequency, and amount of alcohol consumed per occasion.
The associations between drinking and cancer type in terms of esophageal and liver cancers were similar between men and women. However, the alcohol-related risk for colorectal, biliary, and pancreatic cancers was less prominent for women.
Possible mechanisms related to regular drinking
A factor that might account for the increase in GI cancer risk with frequent drinking is that regular alcohol consumption “promotes the accumulation of cell divisions in the stem cells that maintain tissues in homeostasis,” the authors explained.
Another possible explanation is that long-term alcohol exposure may promote carcinogenesis, whereas less frequent exposure might allow “physiological homeostasis,” the authors wrote, adding that in vivo experiments have shown that duration and dose of alcohol exposure have been linked to cancer development.
Importantly, the findings support the importance of reducing the frequency of alcohol use to prevent cancer, the authors noted.
“Alcohol users who have a glass of wine or beer during dinner every day may develop more cancer than people who occasionally consume several drinks,” they cautioned.
Genetics, self-reporting considerations
In a related commentary, John D. Potter, MBBS, PhD, of the Research Center for Hauora and Health, Massey University, Wellington, New Zealand, noted that, in addition to supporting the known link between alcohol and cancers of the esophagus, colorectum, and liver, the study “strengthens evidence for a role of alcohol in stomach, biliary tract, and pancreas cancers.”
In comparison with nondrinkers, those who reported heavy drinking were much more likely to be smokers (51.6% vs. 9.0%); however, the study adjusted for smoking.
“Because the researchers were able to control for tobacco, this last finding [regarding the association with cancers of the stomach, biliary tract, and pancreas] is particularly informative,” Dr. Potter noted.
An important caveat is that more than a quarter of the Korean population is known to have an inactive form of the aldehyde dehydrogenase gene (ALDH2), which could have effects on alcohol metabolism as well as the risk for cancer, Dr. Potter wrote.
“This common polymorphism in ALDH2 (ALDH2 rs671 [c.1510G>A (Glu504Lys)]) has paradoxical effects,” he wrote.
“It increases the level of acetaldehyde in the blood of drinkers, which in turn increases the risk of cancer because acetaldehyde is a key player in the carcinogenicity of alcoholic beverages,” Dr. Potter explained. “On the other hand, the accumulation of acetaldehyde and the resultant flushing response are sufficiently unpleasant that they tend to reduce alcohol consumption among those with the Lys allele.”
The study results may therefore not be generalizable to a population in which the distribution of the variation in the ALDH2 enzyme differs, Dr. Potter added.
The lower prevalence of the inactive form (in North America, for instance) would mean that this lower prevalence was not a constraint on individuals’ drinking behavior as it is for some in Korea, Dr. Potter explained.
He noted another consideration: the underreporting of alcohol use is a well-known limitation of studies involving the assessment of alcohol consumption.
Dr. Shin agreed that underreporting is a limitation.
“People tend to underestimate their alcohol use,” Dr. Shin said in an interview.
However, he noted that “our study participants are health-screening participants aged 40 years and older, [and] people who participate in health screening tend to have higher awareness and better health behavior than nonparticipants.”
The authors and Dr. Potter disclosed no relevant financial relationships.
A version of this article first appeared on Medscape.com.
When weekly levels are similar
When weekly levels are similar
Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts – compared with higher amounts or binge drinking, given similar weekly levels.
“The novel finding of the current study is that frequent drinking may be more dangerous than binge drinking with regard to GI cancers. Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts -- compared with higher amounts or binge drinking, given similar weekly levels.” first author Jung Eun Yook, MD, of Seoul (South Korea) National University Hospital, and colleagues reported in an article published Aug. 18, 2021, in JAMA Network Open (doi: 10.1001/jamanetworkopen.2021.20382).
“This finding suggests that repeated alcohol consumption events even at lower amounts of alcohol may have a greater carcinogenic effect on GI organs than the consumption of larger amounts of alcohol at a lower frequency,” the investigators wrote.
A possible reason behind the difference in risk may be that the chronic “carcinogenic insult” from regular alcohol use may promote cancer development, whereas less frequent, episodic alcohol exposures may allow physiologic recovery, said the authors.
The results are from a population-based study that involved 11,737,467 participants in the Korean National Health System database who did not have cancer and who took part in a national screening program between January 2009 and December 2010.
They were followed from the year after their screening until either they had received a diagnosis of a GI cancer, death occurred, or the end of December 2017.
During a median follow-up of 6.4 years, 319,202 (2.7%) of those in the study developed a GI cancer.
The increase in the risk associated with alcohol consumption was dose dependent.
Compared with those who did not consume alcohol, the risk of developing GI cancer was higher for mild drinkers (adjusted hazard ratio, 1.04; 95% confidence interval, 1.03-1.05), moderate drinkers (aHR, 1.14; 95% CI, 1.12-1.15), and heavy drinkers (aHR, 1.28; 95% CI, 1.26-1.29), after adjusting for age, sex, income, smoking status with intensity, regular exercise, body mass index, diabetes, hypertension, and dyslipidemia.
There was a linear association between the frequency of drinking and GI cancer risk, with an aHR of 1.39 for individuals who reported drinking every day (95% CI, 1.36-1.41). The risk for GI cancer increased with consumption of five to seven units per occasion (aHR, 1.15). Notably, there were no similar increases with higher intake, including intake of 8-14 units per occasion (aHR, 1.11; 95% CI, 1.09-1.12), and even up to more than 14 units per occasion (aHR, 1.11; 95%CI, 1.08-1.14), in comparison with an intake of 5-7 units per occasion.
“Given similar weekly alcohol consumption levels, the risk of GI cancer increased with a higher frequency of drinking and decreased with a higher amount per occasion,” the authors write.
“Most previous studies just assess alcohol consumption as a total amount, [such as] drinks per occasion times occasion per week equals drinks per week [and] grams per week,” coauthor Dong Wook Shin, MD, DrPH, Samsung Medical Center, Sungkyunkwan University, Seoul, South Korea, said in an interview.
“But it was not known whether frequent drinking with small amount is more harmful than binge drinking, given a similar level of total drinking,” Dr. Shin said.
The increased risk associated with frequent drinking was generally similar with respect to esophageal, gastric, colorectal, biliary, and pancreatic cancer.
An exception was liver cancer, which showed a slightly decreased risk among mild drinkers (aHR, 0.91; 95% CI, 0.89-0.93).
Of note, the association between alcohol intake and the incidence of GI cancer was lower among women than men in terms of weekly consumption, frequency, and amount of alcohol consumed per occasion.
The associations between drinking and cancer type in terms of esophageal and liver cancers were similar between men and women. However, the alcohol-related risk for colorectal, biliary, and pancreatic cancers was less prominent for women.
Possible mechanisms related to regular drinking
A factor that might account for the increase in GI cancer risk with frequent drinking is that regular alcohol consumption “promotes the accumulation of cell divisions in the stem cells that maintain tissues in homeostasis,” the authors explained.
Another possible explanation is that long-term alcohol exposure may promote carcinogenesis, whereas less frequent exposure might allow “physiological homeostasis,” the authors wrote, adding that in vivo experiments have shown that duration and dose of alcohol exposure have been linked to cancer development.
Importantly, the findings support the importance of reducing the frequency of alcohol use to prevent cancer, the authors noted.
“Alcohol users who have a glass of wine or beer during dinner every day may develop more cancer than people who occasionally consume several drinks,” they cautioned.
Genetics, self-reporting considerations
In a related commentary, John D. Potter, MBBS, PhD, of the Research Center for Hauora and Health, Massey University, Wellington, New Zealand, noted that, in addition to supporting the known link between alcohol and cancers of the esophagus, colorectum, and liver, the study “strengthens evidence for a role of alcohol in stomach, biliary tract, and pancreas cancers.”
In comparison with nondrinkers, those who reported heavy drinking were much more likely to be smokers (51.6% vs. 9.0%); however, the study adjusted for smoking.
“Because the researchers were able to control for tobacco, this last finding [regarding the association with cancers of the stomach, biliary tract, and pancreas] is particularly informative,” Dr. Potter noted.
An important caveat is that more than a quarter of the Korean population is known to have an inactive form of the aldehyde dehydrogenase gene (ALDH2), which could have effects on alcohol metabolism as well as the risk for cancer, Dr. Potter wrote.
“This common polymorphism in ALDH2 (ALDH2 rs671 [c.1510G>A (Glu504Lys)]) has paradoxical effects,” he wrote.
“It increases the level of acetaldehyde in the blood of drinkers, which in turn increases the risk of cancer because acetaldehyde is a key player in the carcinogenicity of alcoholic beverages,” Dr. Potter explained. “On the other hand, the accumulation of acetaldehyde and the resultant flushing response are sufficiently unpleasant that they tend to reduce alcohol consumption among those with the Lys allele.”
The study results may therefore not be generalizable to a population in which the distribution of the variation in the ALDH2 enzyme differs, Dr. Potter added.
The lower prevalence of the inactive form (in North America, for instance) would mean that this lower prevalence was not a constraint on individuals’ drinking behavior as it is for some in Korea, Dr. Potter explained.
He noted another consideration: the underreporting of alcohol use is a well-known limitation of studies involving the assessment of alcohol consumption.
Dr. Shin agreed that underreporting is a limitation.
“People tend to underestimate their alcohol use,” Dr. Shin said in an interview.
However, he noted that “our study participants are health-screening participants aged 40 years and older, [and] people who participate in health screening tend to have higher awareness and better health behavior than nonparticipants.”
The authors and Dr. Potter disclosed no relevant financial relationships.
A version of this article first appeared on Medscape.com.
Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts – compared with higher amounts or binge drinking, given similar weekly levels.
“The novel finding of the current study is that frequent drinking may be more dangerous than binge drinking with regard to GI cancers. Alcohol use is a known risk factor for gastrointestinal (GI) cancers. Now, new research indicates that this risk is more associated with frequent drinking – even in smaller amounts -- compared with higher amounts or binge drinking, given similar weekly levels.” first author Jung Eun Yook, MD, of Seoul (South Korea) National University Hospital, and colleagues reported in an article published Aug. 18, 2021, in JAMA Network Open (doi: 10.1001/jamanetworkopen.2021.20382).
“This finding suggests that repeated alcohol consumption events even at lower amounts of alcohol may have a greater carcinogenic effect on GI organs than the consumption of larger amounts of alcohol at a lower frequency,” the investigators wrote.
A possible reason behind the difference in risk may be that the chronic “carcinogenic insult” from regular alcohol use may promote cancer development, whereas less frequent, episodic alcohol exposures may allow physiologic recovery, said the authors.
The results are from a population-based study that involved 11,737,467 participants in the Korean National Health System database who did not have cancer and who took part in a national screening program between January 2009 and December 2010.
They were followed from the year after their screening until either they had received a diagnosis of a GI cancer, death occurred, or the end of December 2017.
During a median follow-up of 6.4 years, 319,202 (2.7%) of those in the study developed a GI cancer.
The increase in the risk associated with alcohol consumption was dose dependent.
Compared with those who did not consume alcohol, the risk of developing GI cancer was higher for mild drinkers (adjusted hazard ratio, 1.04; 95% confidence interval, 1.03-1.05), moderate drinkers (aHR, 1.14; 95% CI, 1.12-1.15), and heavy drinkers (aHR, 1.28; 95% CI, 1.26-1.29), after adjusting for age, sex, income, smoking status with intensity, regular exercise, body mass index, diabetes, hypertension, and dyslipidemia.
There was a linear association between the frequency of drinking and GI cancer risk, with an aHR of 1.39 for individuals who reported drinking every day (95% CI, 1.36-1.41). The risk for GI cancer increased with consumption of five to seven units per occasion (aHR, 1.15). Notably, there were no similar increases with higher intake, including intake of 8-14 units per occasion (aHR, 1.11; 95% CI, 1.09-1.12), and even up to more than 14 units per occasion (aHR, 1.11; 95%CI, 1.08-1.14), in comparison with an intake of 5-7 units per occasion.
“Given similar weekly alcohol consumption levels, the risk of GI cancer increased with a higher frequency of drinking and decreased with a higher amount per occasion,” the authors write.
“Most previous studies just assess alcohol consumption as a total amount, [such as] drinks per occasion times occasion per week equals drinks per week [and] grams per week,” coauthor Dong Wook Shin, MD, DrPH, Samsung Medical Center, Sungkyunkwan University, Seoul, South Korea, said in an interview.
“But it was not known whether frequent drinking with small amount is more harmful than binge drinking, given a similar level of total drinking,” Dr. Shin said.
The increased risk associated with frequent drinking was generally similar with respect to esophageal, gastric, colorectal, biliary, and pancreatic cancer.
An exception was liver cancer, which showed a slightly decreased risk among mild drinkers (aHR, 0.91; 95% CI, 0.89-0.93).
Of note, the association between alcohol intake and the incidence of GI cancer was lower among women than men in terms of weekly consumption, frequency, and amount of alcohol consumed per occasion.
The associations between drinking and cancer type in terms of esophageal and liver cancers were similar between men and women. However, the alcohol-related risk for colorectal, biliary, and pancreatic cancers was less prominent for women.
Possible mechanisms related to regular drinking
A factor that might account for the increase in GI cancer risk with frequent drinking is that regular alcohol consumption “promotes the accumulation of cell divisions in the stem cells that maintain tissues in homeostasis,” the authors explained.
Another possible explanation is that long-term alcohol exposure may promote carcinogenesis, whereas less frequent exposure might allow “physiological homeostasis,” the authors wrote, adding that in vivo experiments have shown that duration and dose of alcohol exposure have been linked to cancer development.
Importantly, the findings support the importance of reducing the frequency of alcohol use to prevent cancer, the authors noted.
“Alcohol users who have a glass of wine or beer during dinner every day may develop more cancer than people who occasionally consume several drinks,” they cautioned.
Genetics, self-reporting considerations
In a related commentary, John D. Potter, MBBS, PhD, of the Research Center for Hauora and Health, Massey University, Wellington, New Zealand, noted that, in addition to supporting the known link between alcohol and cancers of the esophagus, colorectum, and liver, the study “strengthens evidence for a role of alcohol in stomach, biliary tract, and pancreas cancers.”
In comparison with nondrinkers, those who reported heavy drinking were much more likely to be smokers (51.6% vs. 9.0%); however, the study adjusted for smoking.
“Because the researchers were able to control for tobacco, this last finding [regarding the association with cancers of the stomach, biliary tract, and pancreas] is particularly informative,” Dr. Potter noted.
An important caveat is that more than a quarter of the Korean population is known to have an inactive form of the aldehyde dehydrogenase gene (ALDH2), which could have effects on alcohol metabolism as well as the risk for cancer, Dr. Potter wrote.
“This common polymorphism in ALDH2 (ALDH2 rs671 [c.1510G>A (Glu504Lys)]) has paradoxical effects,” he wrote.
“It increases the level of acetaldehyde in the blood of drinkers, which in turn increases the risk of cancer because acetaldehyde is a key player in the carcinogenicity of alcoholic beverages,” Dr. Potter explained. “On the other hand, the accumulation of acetaldehyde and the resultant flushing response are sufficiently unpleasant that they tend to reduce alcohol consumption among those with the Lys allele.”
The study results may therefore not be generalizable to a population in which the distribution of the variation in the ALDH2 enzyme differs, Dr. Potter added.
The lower prevalence of the inactive form (in North America, for instance) would mean that this lower prevalence was not a constraint on individuals’ drinking behavior as it is for some in Korea, Dr. Potter explained.
He noted another consideration: the underreporting of alcohol use is a well-known limitation of studies involving the assessment of alcohol consumption.
Dr. Shin agreed that underreporting is a limitation.
“People tend to underestimate their alcohol use,” Dr. Shin said in an interview.
However, he noted that “our study participants are health-screening participants aged 40 years and older, [and] people who participate in health screening tend to have higher awareness and better health behavior than nonparticipants.”
The authors and Dr. Potter disclosed no relevant financial relationships.
A version of this article first appeared on Medscape.com.
Use and Toxicity of Checkpoint Inhibitors for Solid Tumor Treatment in a Veteran Population
Due to the high cost of newer chemotherapy agents, institutions search for strategies to minimize drug cost and drug waste. Programmed death-1 (PD-1) inhibitors, nivolumab and pembrolizumab, are commonly used in the treatment of solid tumors; however, the agents cost thousands of dollars per dose. Nivolumab and pembrolizumab were initially approved using weight-based dosing, but package labeling for both agents now includes fixed dosing.1,2 A combination of these 2 dosing strategies could be used by institutions depending on individual patient’s weight to maximize cost savings, minimize drug waste, and maintain safety and efficacy of PD-1 inhibitors. Irrespective of dosing strategy, the development of immune-related adverse events (IrAEs) has been demonstrated with PD-1 inhibitors as a result of the mechanism of action.
PD-1 expression suppresses T cell activity to prevent the development of autoimmunity; however, this is also a mechanism in which tumor cells can evade the host immune system.3-5 Binding of PD-1 and programmed death-ligand 1 (PD-L1) suppresses T cell activity, whereas the inhibition of PD-1 and PD-L1 results in T cell activation.4,5 Increased T cell activity elicits the anticancer effect, but also contributes to the development of IrAEs.4,5 Hypothyroidism is one of the most common IrAEs, with a reported incidence of 9% with nivolumab therapy and 8.5% with pembrolizumab.1,2
Data from the US Department of Veterans Affairs (VA) medical centers is stored in the centralized Corporate Data Warehouse (CDW). VA researchers can obtain approval to use CDW data, which allows for large scale retrospective review of veterans who have received care at VA medical centers (VAMCs). This study aimed to describe the PD-1 inhibitor dosing used within VAMCs and identify actual and potential cost savings. Due to the frequency of immunemediated hypothyroidism and objective data that can be obtained from CDW reports, the study estimated the incidence of immune-mediated hypothyroidism within the veteran population as a safety outcome.
Background
The US Food and Drug Administration (FDA) initially approved dosing for IV nivolumab at 3 mg/kg of patient body weight every 2 weeks and for IV pembrolizumab 2 mg/kg of patient body weight every 3 weeks.1,2 Subsequent pharmacokinetic studies found that these agents have similar exposure and efficacy with fixed doses of nivolumab 240 mg IV every 2 weeks and pembrolizumab 200 mg IV every 3 weeks; in 2016, FDA labeling shifted from weight-based dosing to fixed dosing for most solid tumor indications.6-9 Depending on patient weight, a combination of weightbased and fixed dosing could be used by institutions to maximize cost-savings opportunities, minimize drug waste, and maintain clinical efficacy with PD-1 inhibitors. For example, a patient initiating nivolumab who weighs 80 kg would receive 240 mg for both weight-based (3 mg/kg x 80 kg = 240 mg) and fixed dosing; therefore, no cost-savings opportunities would be available. However, for a patient who weighs ≤ 73.3 kg, it would be more costeffective to use weight-based dosing vs the fixed dose. Since nivolumab is available in 40- mg, 100-mg, and 240-mg vials with similar unit prices, a combination of vial sizes could be used to minimize drug waste. Alternatively, for a patient who weighs ≥ 86.7 kg, it would be more cost-effective to administer the fixed, 240 mg dose when compared with the weightbased dose. Pembrolizumab is available only in a 100-mg vial; therefore, weight-based dosing may result in drug waste.
IrAEs can be seen with PD-1 inhibitors due to increased T cell activity, which is independent of dosing strategy and can affect any organ system. However, immune-mediated hypothyroidism has been commonly seen with PD-1 inhibitors. For patients with immunemediated hypothyroidism, levothyroxine can be considered for asymptomatic patients with thyroid- stimulating hormone (TSH) > 10 uIU/mL with normal thyroxine (T4), or patients with clinical primary hypothyroidism (TSH > 10 uIU/mL with low free T4 and clinical symptoms). Additionally, since hypothyroidism usually follows immunotherapy induced thyrotoxicosis, thyroid function tests should be monitored and levothyroxine initiated if TSH is > 10 uIU/mL for these patients.10,11
Hypothyroidism also can be graded according to the National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events. Hypothyroidism is considered grade 1 when hypothyroidism is demonstrated through clinical or diagnostic observations only and the patient is asymptomatic and no intervention needed. Grade 2 occurs when the patient is symptomatic and limits instrumental activities of daily living (ADLs), prompting thyroid replacement therapy. In grade 3, patients experience severe symptoms that restrict self-care ADLs, and hospitalization is indicated. Grade 4 has life-threatening consequences, and urgent intervention is indicated. Grade 5 results in the death of the patient.12
Electronic health records (EHRs) of veterans who receive care at a VAMC are stored in CDW and available through the VA Informatics and Computing Infrastructure (VINCI), which provides access to data while ensuring veterans’ privacy and data security. This feature of the VA EHR allows for analysis of data across the VA health care system, and larger data sets can be used for retrospective chart reviews.
Using reports from CDW, the primary objective of this study was to describe the dosing strategy used for PD-1 inhibitors, and the primary safety outcome was to determine the incidence of immune-mediated hypothyroidism. The secondary objective was to estimate potential cost-savings opportunities using a combination of PD-1 inhibitor dosing strategies.
Methods
This was a retrospective study including data stored in CDW. The study was approved by the Durham VA Health Care System Institutional Review Board and VINCI/Data Access request tracker. Data were limited to nivolumab and pembrolizumab because they received earlier FDA approval, had multiple solid tumor indications, and 2 FDA-approved dosing strategies. The incidence of IrAEs was limited to hypothyroidism, which could be objectively verified with laboratory monitoring of thyroid function tests, including TSH, free or total T4, and triiodothyronine (T3), all of which were available in CDW data. Additionally, most patients with hypothyroidism initiate treatment with levothyroxine. Prescription refill history could also be retrieved using CDW reports.
Hypothyroidism was defined as T4 below lower limit of normal (LLN), TSH above upper limit of normal (ULN), or any increase in levothyroxine dosage. Patients were excluded if they received PD-1 inhibitor for an indication other than solid tumor treatment, such as hematologic malignancy, or if dosing did not follow weight-based or fixed-dosing strategies, such as nivolumab 1 mg/kg when used in combination with ipilimumab, or pembrolizumab 10 mg/kg. The primary endpoint was the percentage of orders for each dosing strategy, and the primary safety outcome was the incidence of immune-mediated hypothyroidism. Secondary endpoints included estimated cost savings and cost-savings opportunities through nivolumab dose rounding and incidence of levothyroxine initiation or dose change. Descriptive statistics were used for the primary and secondary endpoints.
A report in CDW identified patients who received a dose of nivolumab or pembrolizumab between January 1, 2015 and July 1, 2017 at any VAMC. The CDW report obtained weight at time of PD-1 inhibitor therapy initiation, dose of PD-1 inhibitor given, administration date of PD-1 inhibitor, and VA site. Depending on PD-1 inhibitor administered, weight in kg was multiplied by 3 mg/kg or 2 mg/kg to obtain patient’s anticipated weight-based nivolumab and pembrolizumab dose, respectively. The calculated weight-based dose, fixed dose, and administered dose were compared to infer dosing strategy used at the time of ordering. If the patient’s weight-based dose was within 10% of the fixed dose, the order was categorized as converging because the doses were too similar to determine which dosing strategy was intended.
After determination of dosing strategy, the nivolumab orders were evaluated for actual vs missed cost savings. The cost-savings evaluation included only nivolumab orders because nivolumab is available in a 40-mg, 100-mg, and 240-mg vials and, therefore, has more potential for dose-rounding opportunities with minimal drug waste compared with pembrolizumab, which is available only in a 100-mg vial. Actual cost savings included patients who weighed ≤ 73.3 kg and received nivolumab dose based on 3 mg/kg or patients who weighed ≥ 86.7 kg and received nivolumab 240 mg (fixed dose). Missed cost savings comprised patients who weighed ≤ 73.3 kg who received 240 mg nivolumab or patients who weighed ≥ 86.7 kg and received a nivolumab dose > 240 mg. The cost difference between the dose given and theoretical cost-effective dose was calculated to determine actual and potential cost savings. Converging orders were not included in the cost-savings analysis as the intended nivolumab dose could not be determined. An additional cost analysis of nivolumab orders prescribed between September 1, 2016 and July 1, 2017 was also performed because nivolumab fixed dosing was FDA-approved for most solid tumor indications in September 2016.
To determine the incidence of immunemediated hypothyroidism for patients who received a dose of a PD-1 inhibitor at a VAMC, a CDW report with thyroid function laboratory values (TSH, T4, or T3), including reference range values based on specific VA site, and levothyroxine prescriptions issued during PD-1 inhibitor therapy was obtained. A patient was considered to have experienced immune-mediated hypothyroidism if the patient’s laboratory values demonstrated T4 below the LLN, TSH above the ULN, or if the medication fill history demonstrated levothyroxine initiation or a levothyroxine dose increase.
Results
The CDW report identified 32,769 total PD-1 inhibitor orders. There were 3982 orders that did not meet inclusion criteria or inadequate data were obtained with CDW report and were excluded (Figure). The remaining 28,787 PD-1 inhibitor orders were evaluated for actual or missed cost savings. The distribution of dosing strategies can be found in Table 1.
Nivolumab accounted for 81.5% of all PD-1 inhibitor orders. Using the most cost-effective nivolumab dosing, the actual cost savings was estimated to be $8,514,300 with potential additional $5,591,250 of missed cost-savings opportunities. There were 8013 nivolumab orders written between September 1, 2016 and July 1, 2017. Cost-effective dosing was used in 4687 of these orders, which accounted for a cost savings of $5,198,570. The remaining 3326 orders had a missed cost-savings opportunity, which accounted for an additional $2,907,180 potential cost savings (Table 2).
PD-1 inhibitors were used for the treatment of 3249 unique patients. Based on abnormal thyroid function tests and levothyroxine initiation or dose increase, it is estimated that 514 (15.8%) patients experienced hypothyroidism during PD-1 inhibitor therapy. However, prior to PD-1 inhibitor therapy, 274 patients were receiving levothyroxine, suggesting baseline thyroid dysfunction. Of these patients, 152 (55.5%) patients maintained the same levothyroxine dose during PD-1 inhibitor therapy, but 91 (33.2%) required a levothyroxine dose increase. There were 187 patients who initiated levothyroxine during PD-1 inhibitor therapy (Table 3).
Discussion
Changes in FDA-approved dosing for PD-1 inhibitors allowed a combination of dosing strategies. Depending on patient weight, a weight-based or fixed-dosing strategy can be used to reduce drug cost while maintaining equivalent efficacy. This study evaluated use of dose rounding for PD-1 inhibitors within the VA health care system to identify actual and potential cost savings. To our knowledge, this is the first study to demonstrate cost savings through use of a combination of PD-1 inhibitor dosing strategies. Using CDW, researchers were able to review PD-1 dosing from all VAMCs and include a larger number of orders in a single retrospective study.
Nivolumab was the primary agent used within VAMCs. Depending on the indication, pembrolizumab requires PD-1 expression testing prior to its use in several solid tumor indications. Consequently, additional testing and patient eligibility is needed prior to use. Both PD-1 inhibitors were primarily dosed based on patient weight since this was the first FDAapproved dosing strategy. Nivolumab had more orders categorized as converging, which may be due to the therapeutic weight-based dose of 3 mg/kg for nivolumab vs 2 mg/kg for pembrolizumab. The calculated weight-based dose of nivolumab for an 80-kg patient is 240 mg, which also is the fixed dose. A 80-kg patient on pembrolizumab at 2 mg/kg would receive a 160-mg dose, whereas the fixed dose of pembrolizumab is 200 mg. Pembrolizumab is available only in a 100-mg vial, which limits opportunities for dose rounding without drug waste and could explain the higher amount of pembrolizumab orders in the fixed-dose category.
In this review of PD-1 inhibitor orders over approximately a 2.5-year study period, we identified $8,514,300 estimated cost savings with $5,591,250 estimated missed cost savings. When looking at orders administered after FDA approval for nivolumab-fixed dosing in September 2016, there was substantial cost savings of $5,198,570 with the potential for an additional $2,907,180 missed cost savings. Due to lower drug acquisition costs within the VA health care system, there may be higher cost-savings opportunities within other health care systems.
Through review of abnormal thyroid laboratory values and levothyroxine initiation or dose changes, this study estimated the incidence of hypothyroidism in patients receiving PD-1 inhibitor therapy at the VA. The incidence of primary hypothyroidism identified in this study was slightly higher at 15.8% compared with the 8.5 to 9.0% incidence reported from clinical trials.1,2 There are several reasons why the incidence of hypothyroidism appeared higher in this study. Abnormal laboratory values were not assessed for the degree of deviation from the reference range; any TSH above the ULN, T4 below the LLN, or levothyroxine dose increase was included as thyroid dysfunction in this review. There is also the potential for endogenous age-related thyroid fluctuation, and the development of hypothyroidism may not have been related to PD-1 inhibitor therapy. Within this patient population, 8.4% were receiving levothyroxine prior to PD-1 inhibitor initiation indicating baseline thyroid dysfunction, and it is unclear whether levothyroxine dose increases were due to PD-1 inhibitor or endogenous fluctuation.
Limitations
There are several limitations to acknowledge. The dosing strategy and apparent dose rounding was determined by investigator inference and may not accurately represent the intended dosing strategy. This study did not address efficacy of PD-1 inhibitor and dosing strategy; however, clinical trials have demonstrated equivalent efficacy to generate the change in FDA-approved dosing. Additionally, FDA approval for nivolumab fixed dosing was indication specific. Starting in September 2016, many solid tumor indications had fixed dosing approved, but this approval was not necessarily all encompassing.
While the use of CDW allowed for a greater number of PD-1 inhibitor orders to be included in retrospective review, there also were limitations of the CDW report. The patient weight was limited to weight at time of therapy initiation. Due to the potential for weight changes, nivolumab dosing may have seemed inappropriate to investigators, and thereby excluded. Based on data available from CDW reports, hypothyroidism could not be graded according to NCI Common Terminology Criteria for Adverse Events, and the incidence of clinically significant hypothyroidism could not be determined.
Conclusions
With increasing drug acquisition costs, particularly among antineoplastic agents, health care systems frequently seek out cost-savings opportunities. Using a combination of weightbased and fixed-dosing strategies for PD-1 inhibitors can be a mechanism to achieve costsavings. Through the identification of the dosing strategy used for PD-1 inhibitors, we were able to identify and report instances for potential cost-savings opportunities among veterans treated within VA health care system. Use of CDW allows for data from all VAMCs to be evaluated in a single retrospective chart review, which allows for the inclusion of a larger sample size. This study identified a substantial cost savings for nivolumab through a combination of weight-based and fixed-dosing strategies. Due to the novel mechanism of action, ongoing realworld evaluation of adverse events and IrAEs is warranted.
Dosing strategies with nivolumab and pembrolizumab continue to evolve. In March 2018, nivolumab 480 mg IV every 4 weeks was FDA approved and in April 2020, pembrolizumab 400 mg IV every 6 weeks was FDA approved.13,14 While the drug costs will remain the same, extended interval dosing strategies have cost avoidance such as fewer clinic appointments, resulting in decreased staffing costs and decreased patient travel. Additional studies will be needed to evaluate the cost and safety of the recently approved dosing strategies
1. OPDIVO (nivolumab) injection, for intravenous infusion. Package Insert. Princeton, NJ: Bristol-Myers Squibb Company; 2014.
2. Keytruda (pembrolizumab) injection, for intravenous infusion. Package Insert. Whitehouse Station, NJ: Merck & Co, Inc; 2016
3. Pardoll DM. The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer. 2012;12(4):252-264. doi:10.1038/nrc3239
4. Yao H, Wang H, Li C, Fang J-Y, Xu J. Cancer cellintrinsic PD-1 and implications in combinatorial immunotherapy. Front Immunol. 2018;9:1774. doi:10.3389/fimmu.2018.01774
5. Wang Y, Wang H, Yao H, Li C, Fang J-Y, Xu J. Regulation of PD-L1: emerging routes for targeting tumor immune evasion. Front Pharmacol. 2018;9:536. doi:10.3389/fphar.2018.00536
6. Patnaik A, Kang SP, Rasco D, et al. Phase I study of pembrolizumab (MK-3475; anti-PD-1 monocolonal antibody) in patients with advanced solid tumors. Clin Cancer Res. 2015;21(19):4286-4293. doi:10.1158/1078-0432.CCR-14-2607
7. Zhao X, Suryawanshi S, Hruska M, et al. Assessment of nivolumab benefit-risk profile of a 240-mg flat dose relative to a 3-mg/kg dosing regimen in patients with advanced tumors. Ann Oncol. 2017;28(8):2002-2008. doi:10.1093/annonc/mdx235
8. Freshwater T, Kondic A, Ahamadi M, et al. Evaluation of dosing strategy for pembrolizumab for oncology indications. J Immunother Cancer. 2017;5:43. doi:10.1186/s40425-017-0242-5
9. US Food and Drug Administration. Modification of the dosage regimen for nivolumab. Updated September 15, 2016. Accessed July 8, 2021. https://www.fda.gov/drugs /resources-information-approved-drugs/modification -dosage-regimen-nivolumab
10. Brahmer JR, Lacchetti C, Schneider BJ, et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol. 2018;36(17):1714-1768. doi:10.1200/JCO.2017.77.6385
11. National Comprehensive Cancer Network. Clinical Practice Guidelines in Oncology: Management of immunotherapy- related toxicities. version 3.2021. Updated May 14, 2021. Accessed July 8,2021.https://www.nccn.org/professionals/physician_gls/pdf/immunotherapy.pdf
12. National Institutes of Health, National Cancer Institute. Common terminology criteria for adverse events (CTCAE) version 5.0. Updated November 17, 2017. Accessed July 8, 2021. https://ctep.cancer.gov /protocoldevelopment/electronic_applications/docs /CTCAE_v5_Quick_Reference_8.5x11.pdf
13. Zhao X, Ivaturi V, Gopalakrishnan M, Shen J, et al. A model-based exposure-response (E-R) assessment of a nivolumab (NIVO) 4-weekly dosing schedule across multiple tumor types. Abstract presented at: American Association of Cancer Research Annual Meeting 2017; April 1-5, 2017; Washington, DC. doi:10.1158/1538-7445.AM2017-CT101
14. US Food and Drug Administration approves new dosing regimen for pembrolizumab. Updated April 29, 2020. Accessed July 8, 2021. https://www.fda.gov/drugs/drug -approvals-and-databases/fda-approves-new-dosing -regimen-pembrolizumab
Due to the high cost of newer chemotherapy agents, institutions search for strategies to minimize drug cost and drug waste. Programmed death-1 (PD-1) inhibitors, nivolumab and pembrolizumab, are commonly used in the treatment of solid tumors; however, the agents cost thousands of dollars per dose. Nivolumab and pembrolizumab were initially approved using weight-based dosing, but package labeling for both agents now includes fixed dosing.1,2 A combination of these 2 dosing strategies could be used by institutions depending on individual patient’s weight to maximize cost savings, minimize drug waste, and maintain safety and efficacy of PD-1 inhibitors. Irrespective of dosing strategy, the development of immune-related adverse events (IrAEs) has been demonstrated with PD-1 inhibitors as a result of the mechanism of action.
PD-1 expression suppresses T cell activity to prevent the development of autoimmunity; however, this is also a mechanism in which tumor cells can evade the host immune system.3-5 Binding of PD-1 and programmed death-ligand 1 (PD-L1) suppresses T cell activity, whereas the inhibition of PD-1 and PD-L1 results in T cell activation.4,5 Increased T cell activity elicits the anticancer effect, but also contributes to the development of IrAEs.4,5 Hypothyroidism is one of the most common IrAEs, with a reported incidence of 9% with nivolumab therapy and 8.5% with pembrolizumab.1,2
Data from the US Department of Veterans Affairs (VA) medical centers is stored in the centralized Corporate Data Warehouse (CDW). VA researchers can obtain approval to use CDW data, which allows for large scale retrospective review of veterans who have received care at VA medical centers (VAMCs). This study aimed to describe the PD-1 inhibitor dosing used within VAMCs and identify actual and potential cost savings. Due to the frequency of immunemediated hypothyroidism and objective data that can be obtained from CDW reports, the study estimated the incidence of immune-mediated hypothyroidism within the veteran population as a safety outcome.
Background
The US Food and Drug Administration (FDA) initially approved dosing for IV nivolumab at 3 mg/kg of patient body weight every 2 weeks and for IV pembrolizumab 2 mg/kg of patient body weight every 3 weeks.1,2 Subsequent pharmacokinetic studies found that these agents have similar exposure and efficacy with fixed doses of nivolumab 240 mg IV every 2 weeks and pembrolizumab 200 mg IV every 3 weeks; in 2016, FDA labeling shifted from weight-based dosing to fixed dosing for most solid tumor indications.6-9 Depending on patient weight, a combination of weightbased and fixed dosing could be used by institutions to maximize cost-savings opportunities, minimize drug waste, and maintain clinical efficacy with PD-1 inhibitors. For example, a patient initiating nivolumab who weighs 80 kg would receive 240 mg for both weight-based (3 mg/kg x 80 kg = 240 mg) and fixed dosing; therefore, no cost-savings opportunities would be available. However, for a patient who weighs ≤ 73.3 kg, it would be more costeffective to use weight-based dosing vs the fixed dose. Since nivolumab is available in 40- mg, 100-mg, and 240-mg vials with similar unit prices, a combination of vial sizes could be used to minimize drug waste. Alternatively, for a patient who weighs ≥ 86.7 kg, it would be more cost-effective to administer the fixed, 240 mg dose when compared with the weightbased dose. Pembrolizumab is available only in a 100-mg vial; therefore, weight-based dosing may result in drug waste.
IrAEs can be seen with PD-1 inhibitors due to increased T cell activity, which is independent of dosing strategy and can affect any organ system. However, immune-mediated hypothyroidism has been commonly seen with PD-1 inhibitors. For patients with immunemediated hypothyroidism, levothyroxine can be considered for asymptomatic patients with thyroid- stimulating hormone (TSH) > 10 uIU/mL with normal thyroxine (T4), or patients with clinical primary hypothyroidism (TSH > 10 uIU/mL with low free T4 and clinical symptoms). Additionally, since hypothyroidism usually follows immunotherapy induced thyrotoxicosis, thyroid function tests should be monitored and levothyroxine initiated if TSH is > 10 uIU/mL for these patients.10,11
Hypothyroidism also can be graded according to the National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events. Hypothyroidism is considered grade 1 when hypothyroidism is demonstrated through clinical or diagnostic observations only and the patient is asymptomatic and no intervention needed. Grade 2 occurs when the patient is symptomatic and limits instrumental activities of daily living (ADLs), prompting thyroid replacement therapy. In grade 3, patients experience severe symptoms that restrict self-care ADLs, and hospitalization is indicated. Grade 4 has life-threatening consequences, and urgent intervention is indicated. Grade 5 results in the death of the patient.12
Electronic health records (EHRs) of veterans who receive care at a VAMC are stored in CDW and available through the VA Informatics and Computing Infrastructure (VINCI), which provides access to data while ensuring veterans’ privacy and data security. This feature of the VA EHR allows for analysis of data across the VA health care system, and larger data sets can be used for retrospective chart reviews.
Using reports from CDW, the primary objective of this study was to describe the dosing strategy used for PD-1 inhibitors, and the primary safety outcome was to determine the incidence of immune-mediated hypothyroidism. The secondary objective was to estimate potential cost-savings opportunities using a combination of PD-1 inhibitor dosing strategies.
Methods
This was a retrospective study including data stored in CDW. The study was approved by the Durham VA Health Care System Institutional Review Board and VINCI/Data Access request tracker. Data were limited to nivolumab and pembrolizumab because they received earlier FDA approval, had multiple solid tumor indications, and 2 FDA-approved dosing strategies. The incidence of IrAEs was limited to hypothyroidism, which could be objectively verified with laboratory monitoring of thyroid function tests, including TSH, free or total T4, and triiodothyronine (T3), all of which were available in CDW data. Additionally, most patients with hypothyroidism initiate treatment with levothyroxine. Prescription refill history could also be retrieved using CDW reports.
Hypothyroidism was defined as T4 below lower limit of normal (LLN), TSH above upper limit of normal (ULN), or any increase in levothyroxine dosage. Patients were excluded if they received PD-1 inhibitor for an indication other than solid tumor treatment, such as hematologic malignancy, or if dosing did not follow weight-based or fixed-dosing strategies, such as nivolumab 1 mg/kg when used in combination with ipilimumab, or pembrolizumab 10 mg/kg. The primary endpoint was the percentage of orders for each dosing strategy, and the primary safety outcome was the incidence of immune-mediated hypothyroidism. Secondary endpoints included estimated cost savings and cost-savings opportunities through nivolumab dose rounding and incidence of levothyroxine initiation or dose change. Descriptive statistics were used for the primary and secondary endpoints.
A report in CDW identified patients who received a dose of nivolumab or pembrolizumab between January 1, 2015 and July 1, 2017 at any VAMC. The CDW report obtained weight at time of PD-1 inhibitor therapy initiation, dose of PD-1 inhibitor given, administration date of PD-1 inhibitor, and VA site. Depending on PD-1 inhibitor administered, weight in kg was multiplied by 3 mg/kg or 2 mg/kg to obtain patient’s anticipated weight-based nivolumab and pembrolizumab dose, respectively. The calculated weight-based dose, fixed dose, and administered dose were compared to infer dosing strategy used at the time of ordering. If the patient’s weight-based dose was within 10% of the fixed dose, the order was categorized as converging because the doses were too similar to determine which dosing strategy was intended.
After determination of dosing strategy, the nivolumab orders were evaluated for actual vs missed cost savings. The cost-savings evaluation included only nivolumab orders because nivolumab is available in a 40-mg, 100-mg, and 240-mg vials and, therefore, has more potential for dose-rounding opportunities with minimal drug waste compared with pembrolizumab, which is available only in a 100-mg vial. Actual cost savings included patients who weighed ≤ 73.3 kg and received nivolumab dose based on 3 mg/kg or patients who weighed ≥ 86.7 kg and received nivolumab 240 mg (fixed dose). Missed cost savings comprised patients who weighed ≤ 73.3 kg who received 240 mg nivolumab or patients who weighed ≥ 86.7 kg and received a nivolumab dose > 240 mg. The cost difference between the dose given and theoretical cost-effective dose was calculated to determine actual and potential cost savings. Converging orders were not included in the cost-savings analysis as the intended nivolumab dose could not be determined. An additional cost analysis of nivolumab orders prescribed between September 1, 2016 and July 1, 2017 was also performed because nivolumab fixed dosing was FDA-approved for most solid tumor indications in September 2016.
To determine the incidence of immunemediated hypothyroidism for patients who received a dose of a PD-1 inhibitor at a VAMC, a CDW report with thyroid function laboratory values (TSH, T4, or T3), including reference range values based on specific VA site, and levothyroxine prescriptions issued during PD-1 inhibitor therapy was obtained. A patient was considered to have experienced immune-mediated hypothyroidism if the patient’s laboratory values demonstrated T4 below the LLN, TSH above the ULN, or if the medication fill history demonstrated levothyroxine initiation or a levothyroxine dose increase.
Results
The CDW report identified 32,769 total PD-1 inhibitor orders. There were 3982 orders that did not meet inclusion criteria or inadequate data were obtained with CDW report and were excluded (Figure). The remaining 28,787 PD-1 inhibitor orders were evaluated for actual or missed cost savings. The distribution of dosing strategies can be found in Table 1.
Nivolumab accounted for 81.5% of all PD-1 inhibitor orders. Using the most cost-effective nivolumab dosing, the actual cost savings was estimated to be $8,514,300 with potential additional $5,591,250 of missed cost-savings opportunities. There were 8013 nivolumab orders written between September 1, 2016 and July 1, 2017. Cost-effective dosing was used in 4687 of these orders, which accounted for a cost savings of $5,198,570. The remaining 3326 orders had a missed cost-savings opportunity, which accounted for an additional $2,907,180 potential cost savings (Table 2).
PD-1 inhibitors were used for the treatment of 3249 unique patients. Based on abnormal thyroid function tests and levothyroxine initiation or dose increase, it is estimated that 514 (15.8%) patients experienced hypothyroidism during PD-1 inhibitor therapy. However, prior to PD-1 inhibitor therapy, 274 patients were receiving levothyroxine, suggesting baseline thyroid dysfunction. Of these patients, 152 (55.5%) patients maintained the same levothyroxine dose during PD-1 inhibitor therapy, but 91 (33.2%) required a levothyroxine dose increase. There were 187 patients who initiated levothyroxine during PD-1 inhibitor therapy (Table 3).
Discussion
Changes in FDA-approved dosing for PD-1 inhibitors allowed a combination of dosing strategies. Depending on patient weight, a weight-based or fixed-dosing strategy can be used to reduce drug cost while maintaining equivalent efficacy. This study evaluated use of dose rounding for PD-1 inhibitors within the VA health care system to identify actual and potential cost savings. To our knowledge, this is the first study to demonstrate cost savings through use of a combination of PD-1 inhibitor dosing strategies. Using CDW, researchers were able to review PD-1 dosing from all VAMCs and include a larger number of orders in a single retrospective study.
Nivolumab was the primary agent used within VAMCs. Depending on the indication, pembrolizumab requires PD-1 expression testing prior to its use in several solid tumor indications. Consequently, additional testing and patient eligibility is needed prior to use. Both PD-1 inhibitors were primarily dosed based on patient weight since this was the first FDAapproved dosing strategy. Nivolumab had more orders categorized as converging, which may be due to the therapeutic weight-based dose of 3 mg/kg for nivolumab vs 2 mg/kg for pembrolizumab. The calculated weight-based dose of nivolumab for an 80-kg patient is 240 mg, which also is the fixed dose. A 80-kg patient on pembrolizumab at 2 mg/kg would receive a 160-mg dose, whereas the fixed dose of pembrolizumab is 200 mg. Pembrolizumab is available only in a 100-mg vial, which limits opportunities for dose rounding without drug waste and could explain the higher amount of pembrolizumab orders in the fixed-dose category.
In this review of PD-1 inhibitor orders over approximately a 2.5-year study period, we identified $8,514,300 estimated cost savings with $5,591,250 estimated missed cost savings. When looking at orders administered after FDA approval for nivolumab-fixed dosing in September 2016, there was substantial cost savings of $5,198,570 with the potential for an additional $2,907,180 missed cost savings. Due to lower drug acquisition costs within the VA health care system, there may be higher cost-savings opportunities within other health care systems.
Through review of abnormal thyroid laboratory values and levothyroxine initiation or dose changes, this study estimated the incidence of hypothyroidism in patients receiving PD-1 inhibitor therapy at the VA. The incidence of primary hypothyroidism identified in this study was slightly higher at 15.8% compared with the 8.5 to 9.0% incidence reported from clinical trials.1,2 There are several reasons why the incidence of hypothyroidism appeared higher in this study. Abnormal laboratory values were not assessed for the degree of deviation from the reference range; any TSH above the ULN, T4 below the LLN, or levothyroxine dose increase was included as thyroid dysfunction in this review. There is also the potential for endogenous age-related thyroid fluctuation, and the development of hypothyroidism may not have been related to PD-1 inhibitor therapy. Within this patient population, 8.4% were receiving levothyroxine prior to PD-1 inhibitor initiation indicating baseline thyroid dysfunction, and it is unclear whether levothyroxine dose increases were due to PD-1 inhibitor or endogenous fluctuation.
Limitations
There are several limitations to acknowledge. The dosing strategy and apparent dose rounding was determined by investigator inference and may not accurately represent the intended dosing strategy. This study did not address efficacy of PD-1 inhibitor and dosing strategy; however, clinical trials have demonstrated equivalent efficacy to generate the change in FDA-approved dosing. Additionally, FDA approval for nivolumab fixed dosing was indication specific. Starting in September 2016, many solid tumor indications had fixed dosing approved, but this approval was not necessarily all encompassing.
While the use of CDW allowed for a greater number of PD-1 inhibitor orders to be included in retrospective review, there also were limitations of the CDW report. The patient weight was limited to weight at time of therapy initiation. Due to the potential for weight changes, nivolumab dosing may have seemed inappropriate to investigators, and thereby excluded. Based on data available from CDW reports, hypothyroidism could not be graded according to NCI Common Terminology Criteria for Adverse Events, and the incidence of clinically significant hypothyroidism could not be determined.
Conclusions
With increasing drug acquisition costs, particularly among antineoplastic agents, health care systems frequently seek out cost-savings opportunities. Using a combination of weightbased and fixed-dosing strategies for PD-1 inhibitors can be a mechanism to achieve costsavings. Through the identification of the dosing strategy used for PD-1 inhibitors, we were able to identify and report instances for potential cost-savings opportunities among veterans treated within VA health care system. Use of CDW allows for data from all VAMCs to be evaluated in a single retrospective chart review, which allows for the inclusion of a larger sample size. This study identified a substantial cost savings for nivolumab through a combination of weight-based and fixed-dosing strategies. Due to the novel mechanism of action, ongoing realworld evaluation of adverse events and IrAEs is warranted.
Dosing strategies with nivolumab and pembrolizumab continue to evolve. In March 2018, nivolumab 480 mg IV every 4 weeks was FDA approved and in April 2020, pembrolizumab 400 mg IV every 6 weeks was FDA approved.13,14 While the drug costs will remain the same, extended interval dosing strategies have cost avoidance such as fewer clinic appointments, resulting in decreased staffing costs and decreased patient travel. Additional studies will be needed to evaluate the cost and safety of the recently approved dosing strategies
Due to the high cost of newer chemotherapy agents, institutions search for strategies to minimize drug cost and drug waste. Programmed death-1 (PD-1) inhibitors, nivolumab and pembrolizumab, are commonly used in the treatment of solid tumors; however, the agents cost thousands of dollars per dose. Nivolumab and pembrolizumab were initially approved using weight-based dosing, but package labeling for both agents now includes fixed dosing.1,2 A combination of these 2 dosing strategies could be used by institutions depending on individual patient’s weight to maximize cost savings, minimize drug waste, and maintain safety and efficacy of PD-1 inhibitors. Irrespective of dosing strategy, the development of immune-related adverse events (IrAEs) has been demonstrated with PD-1 inhibitors as a result of the mechanism of action.
PD-1 expression suppresses T cell activity to prevent the development of autoimmunity; however, this is also a mechanism in which tumor cells can evade the host immune system.3-5 Binding of PD-1 and programmed death-ligand 1 (PD-L1) suppresses T cell activity, whereas the inhibition of PD-1 and PD-L1 results in T cell activation.4,5 Increased T cell activity elicits the anticancer effect, but also contributes to the development of IrAEs.4,5 Hypothyroidism is one of the most common IrAEs, with a reported incidence of 9% with nivolumab therapy and 8.5% with pembrolizumab.1,2
Data from the US Department of Veterans Affairs (VA) medical centers is stored in the centralized Corporate Data Warehouse (CDW). VA researchers can obtain approval to use CDW data, which allows for large scale retrospective review of veterans who have received care at VA medical centers (VAMCs). This study aimed to describe the PD-1 inhibitor dosing used within VAMCs and identify actual and potential cost savings. Due to the frequency of immunemediated hypothyroidism and objective data that can be obtained from CDW reports, the study estimated the incidence of immune-mediated hypothyroidism within the veteran population as a safety outcome.
Background
The US Food and Drug Administration (FDA) initially approved dosing for IV nivolumab at 3 mg/kg of patient body weight every 2 weeks and for IV pembrolizumab 2 mg/kg of patient body weight every 3 weeks.1,2 Subsequent pharmacokinetic studies found that these agents have similar exposure and efficacy with fixed doses of nivolumab 240 mg IV every 2 weeks and pembrolizumab 200 mg IV every 3 weeks; in 2016, FDA labeling shifted from weight-based dosing to fixed dosing for most solid tumor indications.6-9 Depending on patient weight, a combination of weightbased and fixed dosing could be used by institutions to maximize cost-savings opportunities, minimize drug waste, and maintain clinical efficacy with PD-1 inhibitors. For example, a patient initiating nivolumab who weighs 80 kg would receive 240 mg for both weight-based (3 mg/kg x 80 kg = 240 mg) and fixed dosing; therefore, no cost-savings opportunities would be available. However, for a patient who weighs ≤ 73.3 kg, it would be more costeffective to use weight-based dosing vs the fixed dose. Since nivolumab is available in 40- mg, 100-mg, and 240-mg vials with similar unit prices, a combination of vial sizes could be used to minimize drug waste. Alternatively, for a patient who weighs ≥ 86.7 kg, it would be more cost-effective to administer the fixed, 240 mg dose when compared with the weightbased dose. Pembrolizumab is available only in a 100-mg vial; therefore, weight-based dosing may result in drug waste.
IrAEs can be seen with PD-1 inhibitors due to increased T cell activity, which is independent of dosing strategy and can affect any organ system. However, immune-mediated hypothyroidism has been commonly seen with PD-1 inhibitors. For patients with immunemediated hypothyroidism, levothyroxine can be considered for asymptomatic patients with thyroid- stimulating hormone (TSH) > 10 uIU/mL with normal thyroxine (T4), or patients with clinical primary hypothyroidism (TSH > 10 uIU/mL with low free T4 and clinical symptoms). Additionally, since hypothyroidism usually follows immunotherapy induced thyrotoxicosis, thyroid function tests should be monitored and levothyroxine initiated if TSH is > 10 uIU/mL for these patients.10,11
Hypothyroidism also can be graded according to the National Cancer Institute (NCI) Common Terminology Criteria for Adverse Events. Hypothyroidism is considered grade 1 when hypothyroidism is demonstrated through clinical or diagnostic observations only and the patient is asymptomatic and no intervention needed. Grade 2 occurs when the patient is symptomatic and limits instrumental activities of daily living (ADLs), prompting thyroid replacement therapy. In grade 3, patients experience severe symptoms that restrict self-care ADLs, and hospitalization is indicated. Grade 4 has life-threatening consequences, and urgent intervention is indicated. Grade 5 results in the death of the patient.12
Electronic health records (EHRs) of veterans who receive care at a VAMC are stored in CDW and available through the VA Informatics and Computing Infrastructure (VINCI), which provides access to data while ensuring veterans’ privacy and data security. This feature of the VA EHR allows for analysis of data across the VA health care system, and larger data sets can be used for retrospective chart reviews.
Using reports from CDW, the primary objective of this study was to describe the dosing strategy used for PD-1 inhibitors, and the primary safety outcome was to determine the incidence of immune-mediated hypothyroidism. The secondary objective was to estimate potential cost-savings opportunities using a combination of PD-1 inhibitor dosing strategies.
Methods
This was a retrospective study including data stored in CDW. The study was approved by the Durham VA Health Care System Institutional Review Board and VINCI/Data Access request tracker. Data were limited to nivolumab and pembrolizumab because they received earlier FDA approval, had multiple solid tumor indications, and 2 FDA-approved dosing strategies. The incidence of IrAEs was limited to hypothyroidism, which could be objectively verified with laboratory monitoring of thyroid function tests, including TSH, free or total T4, and triiodothyronine (T3), all of which were available in CDW data. Additionally, most patients with hypothyroidism initiate treatment with levothyroxine. Prescription refill history could also be retrieved using CDW reports.
Hypothyroidism was defined as T4 below lower limit of normal (LLN), TSH above upper limit of normal (ULN), or any increase in levothyroxine dosage. Patients were excluded if they received PD-1 inhibitor for an indication other than solid tumor treatment, such as hematologic malignancy, or if dosing did not follow weight-based or fixed-dosing strategies, such as nivolumab 1 mg/kg when used in combination with ipilimumab, or pembrolizumab 10 mg/kg. The primary endpoint was the percentage of orders for each dosing strategy, and the primary safety outcome was the incidence of immune-mediated hypothyroidism. Secondary endpoints included estimated cost savings and cost-savings opportunities through nivolumab dose rounding and incidence of levothyroxine initiation or dose change. Descriptive statistics were used for the primary and secondary endpoints.
A report in CDW identified patients who received a dose of nivolumab or pembrolizumab between January 1, 2015 and July 1, 2017 at any VAMC. The CDW report obtained weight at time of PD-1 inhibitor therapy initiation, dose of PD-1 inhibitor given, administration date of PD-1 inhibitor, and VA site. Depending on PD-1 inhibitor administered, weight in kg was multiplied by 3 mg/kg or 2 mg/kg to obtain patient’s anticipated weight-based nivolumab and pembrolizumab dose, respectively. The calculated weight-based dose, fixed dose, and administered dose were compared to infer dosing strategy used at the time of ordering. If the patient’s weight-based dose was within 10% of the fixed dose, the order was categorized as converging because the doses were too similar to determine which dosing strategy was intended.
After determination of dosing strategy, the nivolumab orders were evaluated for actual vs missed cost savings. The cost-savings evaluation included only nivolumab orders because nivolumab is available in a 40-mg, 100-mg, and 240-mg vials and, therefore, has more potential for dose-rounding opportunities with minimal drug waste compared with pembrolizumab, which is available only in a 100-mg vial. Actual cost savings included patients who weighed ≤ 73.3 kg and received nivolumab dose based on 3 mg/kg or patients who weighed ≥ 86.7 kg and received nivolumab 240 mg (fixed dose). Missed cost savings comprised patients who weighed ≤ 73.3 kg who received 240 mg nivolumab or patients who weighed ≥ 86.7 kg and received a nivolumab dose > 240 mg. The cost difference between the dose given and theoretical cost-effective dose was calculated to determine actual and potential cost savings. Converging orders were not included in the cost-savings analysis as the intended nivolumab dose could not be determined. An additional cost analysis of nivolumab orders prescribed between September 1, 2016 and July 1, 2017 was also performed because nivolumab fixed dosing was FDA-approved for most solid tumor indications in September 2016.
To determine the incidence of immunemediated hypothyroidism for patients who received a dose of a PD-1 inhibitor at a VAMC, a CDW report with thyroid function laboratory values (TSH, T4, or T3), including reference range values based on specific VA site, and levothyroxine prescriptions issued during PD-1 inhibitor therapy was obtained. A patient was considered to have experienced immune-mediated hypothyroidism if the patient’s laboratory values demonstrated T4 below the LLN, TSH above the ULN, or if the medication fill history demonstrated levothyroxine initiation or a levothyroxine dose increase.
Results
The CDW report identified 32,769 total PD-1 inhibitor orders. There were 3982 orders that did not meet inclusion criteria or inadequate data were obtained with CDW report and were excluded (Figure). The remaining 28,787 PD-1 inhibitor orders were evaluated for actual or missed cost savings. The distribution of dosing strategies can be found in Table 1.
Nivolumab accounted for 81.5% of all PD-1 inhibitor orders. Using the most cost-effective nivolumab dosing, the actual cost savings was estimated to be $8,514,300 with potential additional $5,591,250 of missed cost-savings opportunities. There were 8013 nivolumab orders written between September 1, 2016 and July 1, 2017. Cost-effective dosing was used in 4687 of these orders, which accounted for a cost savings of $5,198,570. The remaining 3326 orders had a missed cost-savings opportunity, which accounted for an additional $2,907,180 potential cost savings (Table 2).
PD-1 inhibitors were used for the treatment of 3249 unique patients. Based on abnormal thyroid function tests and levothyroxine initiation or dose increase, it is estimated that 514 (15.8%) patients experienced hypothyroidism during PD-1 inhibitor therapy. However, prior to PD-1 inhibitor therapy, 274 patients were receiving levothyroxine, suggesting baseline thyroid dysfunction. Of these patients, 152 (55.5%) patients maintained the same levothyroxine dose during PD-1 inhibitor therapy, but 91 (33.2%) required a levothyroxine dose increase. There were 187 patients who initiated levothyroxine during PD-1 inhibitor therapy (Table 3).
Discussion
Changes in FDA-approved dosing for PD-1 inhibitors allowed a combination of dosing strategies. Depending on patient weight, a weight-based or fixed-dosing strategy can be used to reduce drug cost while maintaining equivalent efficacy. This study evaluated use of dose rounding for PD-1 inhibitors within the VA health care system to identify actual and potential cost savings. To our knowledge, this is the first study to demonstrate cost savings through use of a combination of PD-1 inhibitor dosing strategies. Using CDW, researchers were able to review PD-1 dosing from all VAMCs and include a larger number of orders in a single retrospective study.
Nivolumab was the primary agent used within VAMCs. Depending on the indication, pembrolizumab requires PD-1 expression testing prior to its use in several solid tumor indications. Consequently, additional testing and patient eligibility is needed prior to use. Both PD-1 inhibitors were primarily dosed based on patient weight since this was the first FDAapproved dosing strategy. Nivolumab had more orders categorized as converging, which may be due to the therapeutic weight-based dose of 3 mg/kg for nivolumab vs 2 mg/kg for pembrolizumab. The calculated weight-based dose of nivolumab for an 80-kg patient is 240 mg, which also is the fixed dose. A 80-kg patient on pembrolizumab at 2 mg/kg would receive a 160-mg dose, whereas the fixed dose of pembrolizumab is 200 mg. Pembrolizumab is available only in a 100-mg vial, which limits opportunities for dose rounding without drug waste and could explain the higher amount of pembrolizumab orders in the fixed-dose category.
In this review of PD-1 inhibitor orders over approximately a 2.5-year study period, we identified $8,514,300 estimated cost savings with $5,591,250 estimated missed cost savings. When looking at orders administered after FDA approval for nivolumab-fixed dosing in September 2016, there was substantial cost savings of $5,198,570 with the potential for an additional $2,907,180 missed cost savings. Due to lower drug acquisition costs within the VA health care system, there may be higher cost-savings opportunities within other health care systems.
Through review of abnormal thyroid laboratory values and levothyroxine initiation or dose changes, this study estimated the incidence of hypothyroidism in patients receiving PD-1 inhibitor therapy at the VA. The incidence of primary hypothyroidism identified in this study was slightly higher at 15.8% compared with the 8.5 to 9.0% incidence reported from clinical trials.1,2 There are several reasons why the incidence of hypothyroidism appeared higher in this study. Abnormal laboratory values were not assessed for the degree of deviation from the reference range; any TSH above the ULN, T4 below the LLN, or levothyroxine dose increase was included as thyroid dysfunction in this review. There is also the potential for endogenous age-related thyroid fluctuation, and the development of hypothyroidism may not have been related to PD-1 inhibitor therapy. Within this patient population, 8.4% were receiving levothyroxine prior to PD-1 inhibitor initiation indicating baseline thyroid dysfunction, and it is unclear whether levothyroxine dose increases were due to PD-1 inhibitor or endogenous fluctuation.
Limitations
There are several limitations to acknowledge. The dosing strategy and apparent dose rounding was determined by investigator inference and may not accurately represent the intended dosing strategy. This study did not address efficacy of PD-1 inhibitor and dosing strategy; however, clinical trials have demonstrated equivalent efficacy to generate the change in FDA-approved dosing. Additionally, FDA approval for nivolumab fixed dosing was indication specific. Starting in September 2016, many solid tumor indications had fixed dosing approved, but this approval was not necessarily all encompassing.
While the use of CDW allowed for a greater number of PD-1 inhibitor orders to be included in retrospective review, there also were limitations of the CDW report. The patient weight was limited to weight at time of therapy initiation. Due to the potential for weight changes, nivolumab dosing may have seemed inappropriate to investigators, and thereby excluded. Based on data available from CDW reports, hypothyroidism could not be graded according to NCI Common Terminology Criteria for Adverse Events, and the incidence of clinically significant hypothyroidism could not be determined.
Conclusions
With increasing drug acquisition costs, particularly among antineoplastic agents, health care systems frequently seek out cost-savings opportunities. Using a combination of weightbased and fixed-dosing strategies for PD-1 inhibitors can be a mechanism to achieve costsavings. Through the identification of the dosing strategy used for PD-1 inhibitors, we were able to identify and report instances for potential cost-savings opportunities among veterans treated within VA health care system. Use of CDW allows for data from all VAMCs to be evaluated in a single retrospective chart review, which allows for the inclusion of a larger sample size. This study identified a substantial cost savings for nivolumab through a combination of weight-based and fixed-dosing strategies. Due to the novel mechanism of action, ongoing realworld evaluation of adverse events and IrAEs is warranted.
Dosing strategies with nivolumab and pembrolizumab continue to evolve. In March 2018, nivolumab 480 mg IV every 4 weeks was FDA approved and in April 2020, pembrolizumab 400 mg IV every 6 weeks was FDA approved.13,14 While the drug costs will remain the same, extended interval dosing strategies have cost avoidance such as fewer clinic appointments, resulting in decreased staffing costs and decreased patient travel. Additional studies will be needed to evaluate the cost and safety of the recently approved dosing strategies
1. OPDIVO (nivolumab) injection, for intravenous infusion. Package Insert. Princeton, NJ: Bristol-Myers Squibb Company; 2014.
2. Keytruda (pembrolizumab) injection, for intravenous infusion. Package Insert. Whitehouse Station, NJ: Merck & Co, Inc; 2016
3. Pardoll DM. The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer. 2012;12(4):252-264. doi:10.1038/nrc3239
4. Yao H, Wang H, Li C, Fang J-Y, Xu J. Cancer cellintrinsic PD-1 and implications in combinatorial immunotherapy. Front Immunol. 2018;9:1774. doi:10.3389/fimmu.2018.01774
5. Wang Y, Wang H, Yao H, Li C, Fang J-Y, Xu J. Regulation of PD-L1: emerging routes for targeting tumor immune evasion. Front Pharmacol. 2018;9:536. doi:10.3389/fphar.2018.00536
6. Patnaik A, Kang SP, Rasco D, et al. Phase I study of pembrolizumab (MK-3475; anti-PD-1 monocolonal antibody) in patients with advanced solid tumors. Clin Cancer Res. 2015;21(19):4286-4293. doi:10.1158/1078-0432.CCR-14-2607
7. Zhao X, Suryawanshi S, Hruska M, et al. Assessment of nivolumab benefit-risk profile of a 240-mg flat dose relative to a 3-mg/kg dosing regimen in patients with advanced tumors. Ann Oncol. 2017;28(8):2002-2008. doi:10.1093/annonc/mdx235
8. Freshwater T, Kondic A, Ahamadi M, et al. Evaluation of dosing strategy for pembrolizumab for oncology indications. J Immunother Cancer. 2017;5:43. doi:10.1186/s40425-017-0242-5
9. US Food and Drug Administration. Modification of the dosage regimen for nivolumab. Updated September 15, 2016. Accessed July 8, 2021. https://www.fda.gov/drugs /resources-information-approved-drugs/modification -dosage-regimen-nivolumab
10. Brahmer JR, Lacchetti C, Schneider BJ, et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol. 2018;36(17):1714-1768. doi:10.1200/JCO.2017.77.6385
11. National Comprehensive Cancer Network. Clinical Practice Guidelines in Oncology: Management of immunotherapy- related toxicities. version 3.2021. Updated May 14, 2021. Accessed July 8,2021.https://www.nccn.org/professionals/physician_gls/pdf/immunotherapy.pdf
12. National Institutes of Health, National Cancer Institute. Common terminology criteria for adverse events (CTCAE) version 5.0. Updated November 17, 2017. Accessed July 8, 2021. https://ctep.cancer.gov /protocoldevelopment/electronic_applications/docs /CTCAE_v5_Quick_Reference_8.5x11.pdf
13. Zhao X, Ivaturi V, Gopalakrishnan M, Shen J, et al. A model-based exposure-response (E-R) assessment of a nivolumab (NIVO) 4-weekly dosing schedule across multiple tumor types. Abstract presented at: American Association of Cancer Research Annual Meeting 2017; April 1-5, 2017; Washington, DC. doi:10.1158/1538-7445.AM2017-CT101
14. US Food and Drug Administration approves new dosing regimen for pembrolizumab. Updated April 29, 2020. Accessed July 8, 2021. https://www.fda.gov/drugs/drug -approvals-and-databases/fda-approves-new-dosing -regimen-pembrolizumab
1. OPDIVO (nivolumab) injection, for intravenous infusion. Package Insert. Princeton, NJ: Bristol-Myers Squibb Company; 2014.
2. Keytruda (pembrolizumab) injection, for intravenous infusion. Package Insert. Whitehouse Station, NJ: Merck & Co, Inc; 2016
3. Pardoll DM. The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer. 2012;12(4):252-264. doi:10.1038/nrc3239
4. Yao H, Wang H, Li C, Fang J-Y, Xu J. Cancer cellintrinsic PD-1 and implications in combinatorial immunotherapy. Front Immunol. 2018;9:1774. doi:10.3389/fimmu.2018.01774
5. Wang Y, Wang H, Yao H, Li C, Fang J-Y, Xu J. Regulation of PD-L1: emerging routes for targeting tumor immune evasion. Front Pharmacol. 2018;9:536. doi:10.3389/fphar.2018.00536
6. Patnaik A, Kang SP, Rasco D, et al. Phase I study of pembrolizumab (MK-3475; anti-PD-1 monocolonal antibody) in patients with advanced solid tumors. Clin Cancer Res. 2015;21(19):4286-4293. doi:10.1158/1078-0432.CCR-14-2607
7. Zhao X, Suryawanshi S, Hruska M, et al. Assessment of nivolumab benefit-risk profile of a 240-mg flat dose relative to a 3-mg/kg dosing regimen in patients with advanced tumors. Ann Oncol. 2017;28(8):2002-2008. doi:10.1093/annonc/mdx235
8. Freshwater T, Kondic A, Ahamadi M, et al. Evaluation of dosing strategy for pembrolizumab for oncology indications. J Immunother Cancer. 2017;5:43. doi:10.1186/s40425-017-0242-5
9. US Food and Drug Administration. Modification of the dosage regimen for nivolumab. Updated September 15, 2016. Accessed July 8, 2021. https://www.fda.gov/drugs /resources-information-approved-drugs/modification -dosage-regimen-nivolumab
10. Brahmer JR, Lacchetti C, Schneider BJ, et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol. 2018;36(17):1714-1768. doi:10.1200/JCO.2017.77.6385
11. National Comprehensive Cancer Network. Clinical Practice Guidelines in Oncology: Management of immunotherapy- related toxicities. version 3.2021. Updated May 14, 2021. Accessed July 8,2021.https://www.nccn.org/professionals/physician_gls/pdf/immunotherapy.pdf
12. National Institutes of Health, National Cancer Institute. Common terminology criteria for adverse events (CTCAE) version 5.0. Updated November 17, 2017. Accessed July 8, 2021. https://ctep.cancer.gov /protocoldevelopment/electronic_applications/docs /CTCAE_v5_Quick_Reference_8.5x11.pdf
13. Zhao X, Ivaturi V, Gopalakrishnan M, Shen J, et al. A model-based exposure-response (E-R) assessment of a nivolumab (NIVO) 4-weekly dosing schedule across multiple tumor types. Abstract presented at: American Association of Cancer Research Annual Meeting 2017; April 1-5, 2017; Washington, DC. doi:10.1158/1538-7445.AM2017-CT101
14. US Food and Drug Administration approves new dosing regimen for pembrolizumab. Updated April 29, 2020. Accessed July 8, 2021. https://www.fda.gov/drugs/drug -approvals-and-databases/fda-approves-new-dosing -regimen-pembrolizumab
Atogepant reduces migraine days: ADVANCE trial results published
full results from a phase 3 trial suggest.
AbbVie, the company developing the oral therapy, announced topline results of the ADVANCE trial of atogepant last year. Safety results were presented in April at the 2021 annual meeting of the American Academy of Neurology.
The full results were published online Aug. 19 in the New England Journal of Medicine ahead of the upcoming target action date of the U.S. Food and Drug Administration.
The multicenter study included nearly 900 patients who were randomly assigned to receive either placebo or one of three doses of atogepant for 12 weeks. The mean number of monthly migraine days decreased by about 4 for all three doses of the active treatment, compared with a reduction of 2.5 days with placebo.
“Overall, this study showed us that atogepant was safe and surprisingly seems to be pretty effective regardless of the dose,” said lead author Jessica Ailani, MD, director of MedStar Georgetown Headache Center and associate professor of neurology at Georgetown University, Washington.
All doses effective
The study included 873 patients with episodic migraine with or without aura. Patients who were not assigned to the placebo control group received either 10 mg, 30 mg, or 60 mg of atogepant once daily.
After a 4-week screening period, all patients received treatment for 12 weeks and then entered a 4-week safety follow-up period. In total, the participants completed eight scheduled clinical visits.
The mean reduction from baseline in the mean number of migraine days per month was 3.7 with the 10-mg dose of atogepant, 3.9 with the 30-mg dose, 4.2 with the 60-mg dose, and 2.5 with placebo. The differences between each active dose and placebo was statistically significant (P < .001).
Treatment with the CGRP inhibitor was also associated with a reduction in the mean number of headache days per month. The mean reduction from baseline was 3.9 days for the 10-mg dose, 4.0 days for the 30-mg dose, 4.2 days for the 60-mg dose, and 2.5 days for placebo (P < .001 for all comparisons with placebo).
In addition, for 55.6% of the 10-mg group, 58.7% of the 30-mg group, 60.8% of the 60-mg group, and 29.0% of the control group, there was a reduction of at least 50% in the 3-month average number of migraine days per month (P < .001 for each vs. placebo).
The most commonly reported adverse events (AEs) among patients who received atogepant were constipation (6.9%-7.7% across doses), nausea (4.4%-6.1%), and upper respiratory tract infection (1.4%-3.9%). Frequency of AEs did not differ between the active-treatment groups and the control group, and no relationships between AEs and atogepant dose were observed.
Multidose flexibility
“Side effects were pretty even across the board,” said Dr. Ailani. She noted that the reported AEs were expected because of atogepant’s mechanism of action. In addition, the rate of discontinuation in the study was low.
The proportion of participants who experienced a reduction in monthly migraine days of at least 50% grew as time passed. “By the end of this study, your chance of having a greater than 50% response is about 75%,” Dr. Ailani said.
“Imagine telling your patient, ‘You stick on this drug for 3 months, and I can almost guarantee you that you’re going to get better,’” she added.
Although the treatment has no drug-drug contraindications, drug-drug interactions may occur. “The availability of various doses would allow clinicians to adjust treatment to avoid potential drug-drug interactions,” said Dr. Ailani. “That multidose flexibility is very important.”
An FDA decision on atogepant could be made in the coming months. “I’m hopeful, as a clinician, that it is positive news, because we really have waited a long time for something like this,” Dr. Ailani said.
“You can easily identify patients who would do well on this medication,” she added.
In a different study of atogepant among patients with chronic migraine, there were recruitment delays because of the pandemic. That study is now almost complete, Dr. Ailani reported.
“Well-conducted study”
Commenting on the findings, Kathleen B. Digre, MD, chief of the division of headache and neuro-ophthalmology at the University of Utah Health, Salt Lake City, expressed enthusiasm for the experimental drug. “I’m excited to see another treatment modality for migraine,” said Dr. Digre, who was not involved with the research. “It was a very well-conducted study,” she added.
The treatment arms were almost identical in regard to disease severity, and all the doses showed an effect. Although the difference in reduction of monthly migraine days in comparison with placebo was numerically small, “for people who have frequent migraine, it’s important,” Dr. Digre said.
The results for atogepant should be viewed in a larger context, however. “Even though it’s a treatment that works better than placebo for well-matched controls, it may not be a medication that everybody’s going to respond to,” she noted. “And we can’t generalize it for some of the most disabled people, which is for chronic migraine,” she said.
It is significant that the study was published in the New England Journal of Medicine, Dr. Digre noted. “Sometimes migraine is dismissed as not important and not affecting people’s lives,” she said. “That makes me very happy to see migraine being taken seriously by our major journals.”
In addition, she noted that the prospects for FDA approval of atogepant seem favorable. “I’m hopeful that they will approve it, because it’s got a low side-effect profile, plus it’s effective.”
Migraine-specific preventive therapy has emerged only in the past few years. “I’m so excited to see this surge of preventive medicine for migraine,” Dr. Digre said. “It’s so important, because we see so many people who are disabled by migraine,” she added.
The study was funded by Allergan before atogepant was acquired by AbbVie. Dr. Ailani has received honoraria from AbbVie for consulting, has received compensation from Allergan and AbbVie for participating in a speakers’ bureau, and has received clinical trial grants from Allergan. Dr. Digre has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
full results from a phase 3 trial suggest.
AbbVie, the company developing the oral therapy, announced topline results of the ADVANCE trial of atogepant last year. Safety results were presented in April at the 2021 annual meeting of the American Academy of Neurology.
The full results were published online Aug. 19 in the New England Journal of Medicine ahead of the upcoming target action date of the U.S. Food and Drug Administration.
The multicenter study included nearly 900 patients who were randomly assigned to receive either placebo or one of three doses of atogepant for 12 weeks. The mean number of monthly migraine days decreased by about 4 for all three doses of the active treatment, compared with a reduction of 2.5 days with placebo.
“Overall, this study showed us that atogepant was safe and surprisingly seems to be pretty effective regardless of the dose,” said lead author Jessica Ailani, MD, director of MedStar Georgetown Headache Center and associate professor of neurology at Georgetown University, Washington.
All doses effective
The study included 873 patients with episodic migraine with or without aura. Patients who were not assigned to the placebo control group received either 10 mg, 30 mg, or 60 mg of atogepant once daily.
After a 4-week screening period, all patients received treatment for 12 weeks and then entered a 4-week safety follow-up period. In total, the participants completed eight scheduled clinical visits.
The mean reduction from baseline in the mean number of migraine days per month was 3.7 with the 10-mg dose of atogepant, 3.9 with the 30-mg dose, 4.2 with the 60-mg dose, and 2.5 with placebo. The differences between each active dose and placebo was statistically significant (P < .001).
Treatment with the CGRP inhibitor was also associated with a reduction in the mean number of headache days per month. The mean reduction from baseline was 3.9 days for the 10-mg dose, 4.0 days for the 30-mg dose, 4.2 days for the 60-mg dose, and 2.5 days for placebo (P < .001 for all comparisons with placebo).
In addition, for 55.6% of the 10-mg group, 58.7% of the 30-mg group, 60.8% of the 60-mg group, and 29.0% of the control group, there was a reduction of at least 50% in the 3-month average number of migraine days per month (P < .001 for each vs. placebo).
The most commonly reported adverse events (AEs) among patients who received atogepant were constipation (6.9%-7.7% across doses), nausea (4.4%-6.1%), and upper respiratory tract infection (1.4%-3.9%). Frequency of AEs did not differ between the active-treatment groups and the control group, and no relationships between AEs and atogepant dose were observed.
Multidose flexibility
“Side effects were pretty even across the board,” said Dr. Ailani. She noted that the reported AEs were expected because of atogepant’s mechanism of action. In addition, the rate of discontinuation in the study was low.
The proportion of participants who experienced a reduction in monthly migraine days of at least 50% grew as time passed. “By the end of this study, your chance of having a greater than 50% response is about 75%,” Dr. Ailani said.
“Imagine telling your patient, ‘You stick on this drug for 3 months, and I can almost guarantee you that you’re going to get better,’” she added.
Although the treatment has no drug-drug contraindications, drug-drug interactions may occur. “The availability of various doses would allow clinicians to adjust treatment to avoid potential drug-drug interactions,” said Dr. Ailani. “That multidose flexibility is very important.”
An FDA decision on atogepant could be made in the coming months. “I’m hopeful, as a clinician, that it is positive news, because we really have waited a long time for something like this,” Dr. Ailani said.
“You can easily identify patients who would do well on this medication,” she added.
In a different study of atogepant among patients with chronic migraine, there were recruitment delays because of the pandemic. That study is now almost complete, Dr. Ailani reported.
“Well-conducted study”
Commenting on the findings, Kathleen B. Digre, MD, chief of the division of headache and neuro-ophthalmology at the University of Utah Health, Salt Lake City, expressed enthusiasm for the experimental drug. “I’m excited to see another treatment modality for migraine,” said Dr. Digre, who was not involved with the research. “It was a very well-conducted study,” she added.
The treatment arms were almost identical in regard to disease severity, and all the doses showed an effect. Although the difference in reduction of monthly migraine days in comparison with placebo was numerically small, “for people who have frequent migraine, it’s important,” Dr. Digre said.
The results for atogepant should be viewed in a larger context, however. “Even though it’s a treatment that works better than placebo for well-matched controls, it may not be a medication that everybody’s going to respond to,” she noted. “And we can’t generalize it for some of the most disabled people, which is for chronic migraine,” she said.
It is significant that the study was published in the New England Journal of Medicine, Dr. Digre noted. “Sometimes migraine is dismissed as not important and not affecting people’s lives,” she said. “That makes me very happy to see migraine being taken seriously by our major journals.”
In addition, she noted that the prospects for FDA approval of atogepant seem favorable. “I’m hopeful that they will approve it, because it’s got a low side-effect profile, plus it’s effective.”
Migraine-specific preventive therapy has emerged only in the past few years. “I’m so excited to see this surge of preventive medicine for migraine,” Dr. Digre said. “It’s so important, because we see so many people who are disabled by migraine,” she added.
The study was funded by Allergan before atogepant was acquired by AbbVie. Dr. Ailani has received honoraria from AbbVie for consulting, has received compensation from Allergan and AbbVie for participating in a speakers’ bureau, and has received clinical trial grants from Allergan. Dr. Digre has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
full results from a phase 3 trial suggest.
AbbVie, the company developing the oral therapy, announced topline results of the ADVANCE trial of atogepant last year. Safety results were presented in April at the 2021 annual meeting of the American Academy of Neurology.
The full results were published online Aug. 19 in the New England Journal of Medicine ahead of the upcoming target action date of the U.S. Food and Drug Administration.
The multicenter study included nearly 900 patients who were randomly assigned to receive either placebo or one of three doses of atogepant for 12 weeks. The mean number of monthly migraine days decreased by about 4 for all three doses of the active treatment, compared with a reduction of 2.5 days with placebo.
“Overall, this study showed us that atogepant was safe and surprisingly seems to be pretty effective regardless of the dose,” said lead author Jessica Ailani, MD, director of MedStar Georgetown Headache Center and associate professor of neurology at Georgetown University, Washington.
All doses effective
The study included 873 patients with episodic migraine with or without aura. Patients who were not assigned to the placebo control group received either 10 mg, 30 mg, or 60 mg of atogepant once daily.
After a 4-week screening period, all patients received treatment for 12 weeks and then entered a 4-week safety follow-up period. In total, the participants completed eight scheduled clinical visits.
The mean reduction from baseline in the mean number of migraine days per month was 3.7 with the 10-mg dose of atogepant, 3.9 with the 30-mg dose, 4.2 with the 60-mg dose, and 2.5 with placebo. The differences between each active dose and placebo was statistically significant (P < .001).
Treatment with the CGRP inhibitor was also associated with a reduction in the mean number of headache days per month. The mean reduction from baseline was 3.9 days for the 10-mg dose, 4.0 days for the 30-mg dose, 4.2 days for the 60-mg dose, and 2.5 days for placebo (P < .001 for all comparisons with placebo).
In addition, for 55.6% of the 10-mg group, 58.7% of the 30-mg group, 60.8% of the 60-mg group, and 29.0% of the control group, there was a reduction of at least 50% in the 3-month average number of migraine days per month (P < .001 for each vs. placebo).
The most commonly reported adverse events (AEs) among patients who received atogepant were constipation (6.9%-7.7% across doses), nausea (4.4%-6.1%), and upper respiratory tract infection (1.4%-3.9%). Frequency of AEs did not differ between the active-treatment groups and the control group, and no relationships between AEs and atogepant dose were observed.
Multidose flexibility
“Side effects were pretty even across the board,” said Dr. Ailani. She noted that the reported AEs were expected because of atogepant’s mechanism of action. In addition, the rate of discontinuation in the study was low.
The proportion of participants who experienced a reduction in monthly migraine days of at least 50% grew as time passed. “By the end of this study, your chance of having a greater than 50% response is about 75%,” Dr. Ailani said.
“Imagine telling your patient, ‘You stick on this drug for 3 months, and I can almost guarantee you that you’re going to get better,’” she added.
Although the treatment has no drug-drug contraindications, drug-drug interactions may occur. “The availability of various doses would allow clinicians to adjust treatment to avoid potential drug-drug interactions,” said Dr. Ailani. “That multidose flexibility is very important.”
An FDA decision on atogepant could be made in the coming months. “I’m hopeful, as a clinician, that it is positive news, because we really have waited a long time for something like this,” Dr. Ailani said.
“You can easily identify patients who would do well on this medication,” she added.
In a different study of atogepant among patients with chronic migraine, there were recruitment delays because of the pandemic. That study is now almost complete, Dr. Ailani reported.
“Well-conducted study”
Commenting on the findings, Kathleen B. Digre, MD, chief of the division of headache and neuro-ophthalmology at the University of Utah Health, Salt Lake City, expressed enthusiasm for the experimental drug. “I’m excited to see another treatment modality for migraine,” said Dr. Digre, who was not involved with the research. “It was a very well-conducted study,” she added.
The treatment arms were almost identical in regard to disease severity, and all the doses showed an effect. Although the difference in reduction of monthly migraine days in comparison with placebo was numerically small, “for people who have frequent migraine, it’s important,” Dr. Digre said.
The results for atogepant should be viewed in a larger context, however. “Even though it’s a treatment that works better than placebo for well-matched controls, it may not be a medication that everybody’s going to respond to,” she noted. “And we can’t generalize it for some of the most disabled people, which is for chronic migraine,” she said.
It is significant that the study was published in the New England Journal of Medicine, Dr. Digre noted. “Sometimes migraine is dismissed as not important and not affecting people’s lives,” she said. “That makes me very happy to see migraine being taken seriously by our major journals.”
In addition, she noted that the prospects for FDA approval of atogepant seem favorable. “I’m hopeful that they will approve it, because it’s got a low side-effect profile, plus it’s effective.”
Migraine-specific preventive therapy has emerged only in the past few years. “I’m so excited to see this surge of preventive medicine for migraine,” Dr. Digre said. “It’s so important, because we see so many people who are disabled by migraine,” she added.
The study was funded by Allergan before atogepant was acquired by AbbVie. Dr. Ailani has received honoraria from AbbVie for consulting, has received compensation from Allergan and AbbVie for participating in a speakers’ bureau, and has received clinical trial grants from Allergan. Dr. Digre has reported no relevant financial relationships.
A version of this article first appeared on Medscape.com.
FROM THE NEW ENGLAND JOURNAL OF MEDICINE
Anxiety, inactivity linked to cognitive impairment in Parkinson’s
Parkinson’s disease patients who develop anxiety early in their disease are at risk for reduced physical activity, which promotes further anxiety and cognitive decline, data from nearly 500 individuals show.
Anxiety occurs in 20%-60% of Parkinson’s disease (PD) patients but often goes undiagnosed, wrote Jacob D. Jones, PhD, of California State University, San Bernardino, and colleagues.
“Anxiety can attenuate motivation to engage in physical activity leading to more anxiety and other negative cognitive outcomes,” although physical activity has been shown to improve cognitive function in PD patients, they said. However, physical activity as a mediator between anxiety and cognitive function in PD has not been well studied, they noted.
In a study published in Mental Health and Physical Activity Participants were followed for up to 5 years and completed neuropsychological tests, tests of motor severity, and self-reports on anxiety and physical activity. Anxiety was assessed using the State-Trait Anxiety Inventory-Trait (STAI-T) subscale. Physical activity was assessed using the Physical Activity Scale for the Elderly (PASE). Motor severity was assessed using the Unified Parkinson’s Disease Rating Scale-Part III (UPDRS). The average age of the participants was 61 years, 65% were men, and 96% were White.
Using a direct-effect model, the researchers found that individuals whose anxiety increased during the study period also showed signs of cognitive decline. A significant between-person effect showed that individuals who were generally more anxious also scored lower on cognitive tests over the 5-year study period.
In a mediation model computed with structural equation modeling, physical activity mediated the link between anxiety and cognition, most notably household activity.
“There was a significant within-person association between anxiety and household activities, meaning that individuals who became more anxious over the 5-year study also became less active in the home,” reported Dr. Jones and colleagues.
However, no significant indirect effect was noted regarding the between-person findings of the impact of physical activity on anxiety and cognitive decline. Although more severe anxiety was associated with less activity, cognitive performance was not associated with either type of physical activity.
The presence of a within-person effect “suggests that reductions in physical activity, specifically within the first 5 years of disease onset, may be detrimental to mental health,” the researchers emphasized. Given that the study population was newly diagnosed with PD “it is likely the within-person terms are more sensitive to changes in anxiety, physical activity, and cognition that are more directly the result of the PD process, as opposed to lifestyle/preexisting traits,” they said.
The study findings were limited by several factors, including the use of self-reports to measure physical activity, and the lack of granular information about the details of physical activity, the researchers noted. Another limitation was the inclusion of only newly diagnosed PD patients, which might limit generalizability.
“Future research is warranted to understand if other modes, intensities, or complexities of physical activity impact individuals with PD in a different manner in relation to cognition,” they said.
Dr. Jones and colleagues had no disclosures. The PPMI is supported by the Michael J. Fox Foundation for Parkinson’s Research and funding partners, including numerous pharmaceutical companies.
Parkinson’s disease patients who develop anxiety early in their disease are at risk for reduced physical activity, which promotes further anxiety and cognitive decline, data from nearly 500 individuals show.
Anxiety occurs in 20%-60% of Parkinson’s disease (PD) patients but often goes undiagnosed, wrote Jacob D. Jones, PhD, of California State University, San Bernardino, and colleagues.
“Anxiety can attenuate motivation to engage in physical activity leading to more anxiety and other negative cognitive outcomes,” although physical activity has been shown to improve cognitive function in PD patients, they said. However, physical activity as a mediator between anxiety and cognitive function in PD has not been well studied, they noted.
In a study published in Mental Health and Physical Activity Participants were followed for up to 5 years and completed neuropsychological tests, tests of motor severity, and self-reports on anxiety and physical activity. Anxiety was assessed using the State-Trait Anxiety Inventory-Trait (STAI-T) subscale. Physical activity was assessed using the Physical Activity Scale for the Elderly (PASE). Motor severity was assessed using the Unified Parkinson’s Disease Rating Scale-Part III (UPDRS). The average age of the participants was 61 years, 65% were men, and 96% were White.
Using a direct-effect model, the researchers found that individuals whose anxiety increased during the study period also showed signs of cognitive decline. A significant between-person effect showed that individuals who were generally more anxious also scored lower on cognitive tests over the 5-year study period.
In a mediation model computed with structural equation modeling, physical activity mediated the link between anxiety and cognition, most notably household activity.
“There was a significant within-person association between anxiety and household activities, meaning that individuals who became more anxious over the 5-year study also became less active in the home,” reported Dr. Jones and colleagues.
However, no significant indirect effect was noted regarding the between-person findings of the impact of physical activity on anxiety and cognitive decline. Although more severe anxiety was associated with less activity, cognitive performance was not associated with either type of physical activity.
The presence of a within-person effect “suggests that reductions in physical activity, specifically within the first 5 years of disease onset, may be detrimental to mental health,” the researchers emphasized. Given that the study population was newly diagnosed with PD “it is likely the within-person terms are more sensitive to changes in anxiety, physical activity, and cognition that are more directly the result of the PD process, as opposed to lifestyle/preexisting traits,” they said.
The study findings were limited by several factors, including the use of self-reports to measure physical activity, and the lack of granular information about the details of physical activity, the researchers noted. Another limitation was the inclusion of only newly diagnosed PD patients, which might limit generalizability.
“Future research is warranted to understand if other modes, intensities, or complexities of physical activity impact individuals with PD in a different manner in relation to cognition,” they said.
Dr. Jones and colleagues had no disclosures. The PPMI is supported by the Michael J. Fox Foundation for Parkinson’s Research and funding partners, including numerous pharmaceutical companies.
Parkinson’s disease patients who develop anxiety early in their disease are at risk for reduced physical activity, which promotes further anxiety and cognitive decline, data from nearly 500 individuals show.
Anxiety occurs in 20%-60% of Parkinson’s disease (PD) patients but often goes undiagnosed, wrote Jacob D. Jones, PhD, of California State University, San Bernardino, and colleagues.
“Anxiety can attenuate motivation to engage in physical activity leading to more anxiety and other negative cognitive outcomes,” although physical activity has been shown to improve cognitive function in PD patients, they said. However, physical activity as a mediator between anxiety and cognitive function in PD has not been well studied, they noted.
In a study published in Mental Health and Physical Activity Participants were followed for up to 5 years and completed neuropsychological tests, tests of motor severity, and self-reports on anxiety and physical activity. Anxiety was assessed using the State-Trait Anxiety Inventory-Trait (STAI-T) subscale. Physical activity was assessed using the Physical Activity Scale for the Elderly (PASE). Motor severity was assessed using the Unified Parkinson’s Disease Rating Scale-Part III (UPDRS). The average age of the participants was 61 years, 65% were men, and 96% were White.
Using a direct-effect model, the researchers found that individuals whose anxiety increased during the study period also showed signs of cognitive decline. A significant between-person effect showed that individuals who were generally more anxious also scored lower on cognitive tests over the 5-year study period.
In a mediation model computed with structural equation modeling, physical activity mediated the link between anxiety and cognition, most notably household activity.
“There was a significant within-person association between anxiety and household activities, meaning that individuals who became more anxious over the 5-year study also became less active in the home,” reported Dr. Jones and colleagues.
However, no significant indirect effect was noted regarding the between-person findings of the impact of physical activity on anxiety and cognitive decline. Although more severe anxiety was associated with less activity, cognitive performance was not associated with either type of physical activity.
The presence of a within-person effect “suggests that reductions in physical activity, specifically within the first 5 years of disease onset, may be detrimental to mental health,” the researchers emphasized. Given that the study population was newly diagnosed with PD “it is likely the within-person terms are more sensitive to changes in anxiety, physical activity, and cognition that are more directly the result of the PD process, as opposed to lifestyle/preexisting traits,” they said.
The study findings were limited by several factors, including the use of self-reports to measure physical activity, and the lack of granular information about the details of physical activity, the researchers noted. Another limitation was the inclusion of only newly diagnosed PD patients, which might limit generalizability.
“Future research is warranted to understand if other modes, intensities, or complexities of physical activity impact individuals with PD in a different manner in relation to cognition,” they said.
Dr. Jones and colleagues had no disclosures. The PPMI is supported by the Michael J. Fox Foundation for Parkinson’s Research and funding partners, including numerous pharmaceutical companies.
FROM MENTAL HEALTH AND PHYSICAL ACTIVITY