Clinical Topics & News

Experiencing psychological distress prior to becoming infected with SARS-CoV-2 is tied to an increased risk for post-COVID conditions often called “long COVID,” new research suggests.

In an analysis of almost 55,000 adult participants in three ongoing studies, having depression, anxiety, worry, perceived stress, or loneliness early in the pandemic, before SARS-CoV-2 infection, was associated with a 50% increased risk for developing long COVID. These types of psychological distress were also associated with a 15% to 51% greater risk for impairment in daily life among individuals with long COVID.

Psychological distress was even more strongly associated with developing long COVID than were physical health risk factors, and the increased risk was not explained by health behaviors such as smoking or physical comorbidities, researchers note.

“Our findings suggest the need to consider psychological health in addition to physical health as risk factors of long COVID-19,” lead author Siwen Wang, MD, postdoctoral fellow, department of nutrition, Harvard T. H. Chan School of Public Health, Boston, said in an interview.

“We need to increase public awareness of the importance of mental health and focus on getting mental health care for people who need it, increasing the supply of mental health clinicians and improving access to care,” she said.

The findings were published online in JAMA Psychiatry.
 

‘Poorly understood’

Postacute sequelae of SARS-CoV-2 (“long COVID”), which are “signs and symptoms consistent with COVID-19 that extend beyond 4 weeks from onset of infection” constitute “an emerging health issue,” the investigators write.

Dr. Wang noted that it has been estimated that 8-23 million Americans have developed long COVID. However, “despite the high prevalence and daily life impairment associated with long COVID, it is still poorly understood, and few risk factors have been established,” she said.

Although psychological distress may be implicated in long COVID, only three previous studies investigated psychological factors as potential contributors, the researchers note. Also, no study has investigated the potential role of other common manifestations of distress that have increased during the pandemic, such as loneliness and perceived stress, they add.

To investigate these issues, the researchers turned to three large ongoing longitudinal studies: the Nurses’ Health Study II (NSHII), the Nurses’ Health study 3 (NHS3), and the Growing Up Today Study (GUTS).

They analyzed data on 54,960 total participants (96.6% women; mean age, 57.5 years). Of the full group, 38% were active health care workers.

Participants completed an online COVID-19 questionnaire from April 2020 to Sept. 1, 2020 (baseline), and monthly surveys thereafter. Beginning in August 2020, surveys were administered quarterly. The end of follow-up was in November 2021.

The COVID questionnaires included questions about positive SARS-CoV-2 test results, COVID symptoms and hospitalization since March 1, 2020, and the presence of long-term COVID symptoms, such as fatigue, respiratory problems, persistent cough, muscle/joint/chest pain, smell/taste problems, confusion/disorientation/brain fog, depression/anxiety/changes in mood, headache, and memory problems.

Participants who reported these post-COVID conditions were asked about the frequency of symptoms and the degree of impairment in daily life.
 

Inflammation, immune dysregulation implicated?

The Patient Health Questionnaire–4 (PHQ-4) was used to assess for anxiety and depressive symptoms in the past 2 weeks. It consists of a two-item depression measure (PHQ-2) and a two-item Generalized Anxiety Disorder Scale (GAD-2).

Non–health care providers completed two additional assessments of psychological distress: the four-item Perceived Stress Scale and the three-item UCLA Loneliness Scale.

The researchers included demographic factors, weight, smoking status, marital status, and medical conditions, including diabetes, hypertension, hypercholesterolemia, asthma, and cancer, and socioeconomic factors as covariates.

For each participant, the investigators calculated the number of types of distress experienced at a high level, including probable depression, probable anxiety, worry about COVID-19, being in the top quartile of perceived stress, and loneliness.

During the 19 months of follow-up (1-47 weeks after baseline), 6% of respondents reported a positive result on a SARS-CoV-2 antibody, antigen, or polymerase chain reaction test.

Of these, 43.9% reported long-COVID conditions, with most reporting that symptoms lasted 2 months or longer; 55.8% reported at least occasional daily life impairment.

The most common post-COVID conditions were fatigue (reported by 56%), loss of smell or taste problems (44.6%), shortness of breath (25.5%), confusion/disorientation/ brain fog (24.5%), and memory issues (21.8%).

Among patients who had been infected, there was a considerably higher rate of preinfection psychological distress after adjusting for sociodemographic factors, health behaviors, and comorbidities. Each type of distress was associated with post-COVID conditions.

In addition, participants who had experienced at least two types of distress prior to infection were at nearly 50% increased risk for post–COVID conditions (risk ratio, 1.49; 95% confidence interval, 1.23-1.80).

Among those with post-COVID conditions, all types of distress were associated with increased risk for daily life impairment (RR range, 1.15-1.51).

Senior author Andrea Roberts, PhD, senior research scientist at the Harvard T. H. Chan School of Public Health, Boston, noted that the investigators did not examine biological mechanisms potentially underlying the association they found.

However, “based on prior research, it may be that inflammation and immune dysregulation related to psychological distress play a role in the association of distress with long COVID, but we can’t be sure,” Dr. Roberts said.
 

Contributes to the field

Commenting for this article, Yapeng Su, PhD, a postdoctoral researcher at the Fred Hutchinson Cancer Research Center in Seattle, called the study “great work contributing to the long-COVID research field and revealing important connections” with psychological stress prior to infection.

Dr. Su, who was not involved with the study, was previously at the Institute for Systems Biology, also in Seattle, and has written about long COVID.

He noted that the “biological mechanism of such intriguing linkage is definitely the important next step, which will likely require deep phenotyping of biological specimens from these patients longitudinally.”

Dr. Wang pointed to past research suggesting that some patients with mental illness “sometimes develop autoantibodies that have also been associated with increased risk of long COVID.” In addition, depression “affects the brain in ways that may explain certain cognitive symptoms in long COVID,” she added.

More studies are now needed to understand how psychological distress increases the risk for long COVID, said Dr. Wang.

The research was supported by grants from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, the National Institutes of Health, the Dean’s Fund for Scientific Advancement Acceleration Award from the Harvard T. H. Chan School of Public Health, the Massachusetts Consortium on Pathogen Readiness Evergrande COVID-19 Response Fund Award, and the Veterans Affairs Health Services Research and Development Service funds. Dr. Wang and Dr. Roberts have reported no relevant financial relationships. The other investigators’ disclosures are listed in the original article. Dr. Su reports no relevant financial relationships.

A version of this article first appeared on Medscape.com.

Experiencing psychological distress prior to becoming infected with SARS-CoV-2 is tied to an increased risk for post-COVID conditions often called “long COVID,” new research suggests.

In an analysis of almost 55,000 adult participants in three ongoing studies, having depression, anxiety, worry, perceived stress, or loneliness early in the pandemic, before SARS-CoV-2 infection, was associated with a 50% increased risk for developing long COVID. These types of psychological distress were also associated with a 15% to 51% greater risk for impairment in daily life among individuals with long COVID.

Psychological distress was even more strongly associated with developing long COVID than were physical health risk factors, and the increased risk was not explained by health behaviors such as smoking or physical comorbidities, researchers note.

“Our findings suggest the need to consider psychological health in addition to physical health as risk factors of long COVID-19,” lead author Siwen Wang, MD, postdoctoral fellow, department of nutrition, Harvard T. H. Chan School of Public Health, Boston, said in an interview.

“We need to increase public awareness of the importance of mental health and focus on getting mental health care for people who need it, increasing the supply of mental health clinicians and improving access to care,” she said.

The findings were published online in JAMA Psychiatry.
 

‘Poorly understood’

Postacute sequelae of SARS-CoV-2 (“long COVID”), which are “signs and symptoms consistent with COVID-19 that extend beyond 4 weeks from onset of infection” constitute “an emerging health issue,” the investigators write.

Dr. Wang noted that it has been estimated that 8-23 million Americans have developed long COVID. However, “despite the high prevalence and daily life impairment associated with long COVID, it is still poorly understood, and few risk factors have been established,” she said.

Although psychological distress may be implicated in long COVID, only three previous studies investigated psychological factors as potential contributors, the researchers note. Also, no study has investigated the potential role of other common manifestations of distress that have increased during the pandemic, such as loneliness and perceived stress, they add.

To investigate these issues, the researchers turned to three large ongoing longitudinal studies: the Nurses’ Health Study II (NSHII), the Nurses’ Health study 3 (NHS3), and the Growing Up Today Study (GUTS).

They analyzed data on 54,960 total participants (96.6% women; mean age, 57.5 years). Of the full group, 38% were active health care workers.

Participants completed an online COVID-19 questionnaire from April 2020 to Sept. 1, 2020 (baseline), and monthly surveys thereafter. Beginning in August 2020, surveys were administered quarterly. The end of follow-up was in November 2021.

The COVID questionnaires included questions about positive SARS-CoV-2 test results, COVID symptoms and hospitalization since March 1, 2020, and the presence of long-term COVID symptoms, such as fatigue, respiratory problems, persistent cough, muscle/joint/chest pain, smell/taste problems, confusion/disorientation/brain fog, depression/anxiety/changes in mood, headache, and memory problems.

Participants who reported these post-COVID conditions were asked about the frequency of symptoms and the degree of impairment in daily life.
 

Inflammation, immune dysregulation implicated?

The Patient Health Questionnaire–4 (PHQ-4) was used to assess for anxiety and depressive symptoms in the past 2 weeks. It consists of a two-item depression measure (PHQ-2) and a two-item Generalized Anxiety Disorder Scale (GAD-2).

Non–health care providers completed two additional assessments of psychological distress: the four-item Perceived Stress Scale and the three-item UCLA Loneliness Scale.

The researchers included demographic factors, weight, smoking status, marital status, and medical conditions, including diabetes, hypertension, hypercholesterolemia, asthma, and cancer, and socioeconomic factors as covariates.

For each participant, the investigators calculated the number of types of distress experienced at a high level, including probable depression, probable anxiety, worry about COVID-19, being in the top quartile of perceived stress, and loneliness.

During the 19 months of follow-up (1-47 weeks after baseline), 6% of respondents reported a positive result on a SARS-CoV-2 antibody, antigen, or polymerase chain reaction test.

Of these, 43.9% reported long-COVID conditions, with most reporting that symptoms lasted 2 months or longer; 55.8% reported at least occasional daily life impairment.

The most common post-COVID conditions were fatigue (reported by 56%), loss of smell or taste problems (44.6%), shortness of breath (25.5%), confusion/disorientation/ brain fog (24.5%), and memory issues (21.8%).

Among patients who had been infected, there was a considerably higher rate of preinfection psychological distress after adjusting for sociodemographic factors, health behaviors, and comorbidities. Each type of distress was associated with post-COVID conditions.

In addition, participants who had experienced at least two types of distress prior to infection were at nearly 50% increased risk for post–COVID conditions (risk ratio, 1.49; 95% confidence interval, 1.23-1.80).

Among those with post-COVID conditions, all types of distress were associated with increased risk for daily life impairment (RR range, 1.15-1.51).

Senior author Andrea Roberts, PhD, senior research scientist at the Harvard T. H. Chan School of Public Health, Boston, noted that the investigators did not examine biological mechanisms potentially underlying the association they found.

However, “based on prior research, it may be that inflammation and immune dysregulation related to psychological distress play a role in the association of distress with long COVID, but we can’t be sure,” Dr. Roberts said.
 

Contributes to the field

Commenting for this article, Yapeng Su, PhD, a postdoctoral researcher at the Fred Hutchinson Cancer Research Center in Seattle, called the study “great work contributing to the long-COVID research field and revealing important connections” with psychological stress prior to infection.

Dr. Su, who was not involved with the study, was previously at the Institute for Systems Biology, also in Seattle, and has written about long COVID.

He noted that the “biological mechanism of such intriguing linkage is definitely the important next step, which will likely require deep phenotyping of biological specimens from these patients longitudinally.”

Dr. Wang pointed to past research suggesting that some patients with mental illness “sometimes develop autoantibodies that have also been associated with increased risk of long COVID.” In addition, depression “affects the brain in ways that may explain certain cognitive symptoms in long COVID,” she added.

More studies are now needed to understand how psychological distress increases the risk for long COVID, said Dr. Wang.

The research was supported by grants from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, the National Institutes of Health, the Dean’s Fund for Scientific Advancement Acceleration Award from the Harvard T. H. Chan School of Public Health, the Massachusetts Consortium on Pathogen Readiness Evergrande COVID-19 Response Fund Award, and the Veterans Affairs Health Services Research and Development Service funds. Dr. Wang and Dr. Roberts have reported no relevant financial relationships. The other investigators’ disclosures are listed in the original article. Dr. Su reports no relevant financial relationships.

A version of this article first appeared on Medscape.com.

Experiencing psychological distress prior to becoming infected with SARS-CoV-2 is tied to an increased risk for post-COVID conditions often called “long COVID,” new research suggests.

In an analysis of almost 55,000 adult participants in three ongoing studies, having depression, anxiety, worry, perceived stress, or loneliness early in the pandemic, before SARS-CoV-2 infection, was associated with a 50% increased risk for developing long COVID. These types of psychological distress were also associated with a 15% to 51% greater risk for impairment in daily life among individuals with long COVID.

Psychological distress was even more strongly associated with developing long COVID than were physical health risk factors, and the increased risk was not explained by health behaviors such as smoking or physical comorbidities, researchers note.

“Our findings suggest the need to consider psychological health in addition to physical health as risk factors of long COVID-19,” lead author Siwen Wang, MD, postdoctoral fellow, department of nutrition, Harvard T. H. Chan School of Public Health, Boston, said in an interview.

“We need to increase public awareness of the importance of mental health and focus on getting mental health care for people who need it, increasing the supply of mental health clinicians and improving access to care,” she said.

The findings were published online in JAMA Psychiatry.
 

‘Poorly understood’

Postacute sequelae of SARS-CoV-2 (“long COVID”), which are “signs and symptoms consistent with COVID-19 that extend beyond 4 weeks from onset of infection” constitute “an emerging health issue,” the investigators write.

Dr. Wang noted that it has been estimated that 8-23 million Americans have developed long COVID. However, “despite the high prevalence and daily life impairment associated with long COVID, it is still poorly understood, and few risk factors have been established,” she said.

Although psychological distress may be implicated in long COVID, only three previous studies investigated psychological factors as potential contributors, the researchers note. Also, no study has investigated the potential role of other common manifestations of distress that have increased during the pandemic, such as loneliness and perceived stress, they add.

To investigate these issues, the researchers turned to three large ongoing longitudinal studies: the Nurses’ Health Study II (NSHII), the Nurses’ Health study 3 (NHS3), and the Growing Up Today Study (GUTS).

They analyzed data on 54,960 total participants (96.6% women; mean age, 57.5 years). Of the full group, 38% were active health care workers.

Participants completed an online COVID-19 questionnaire from April 2020 to Sept. 1, 2020 (baseline), and monthly surveys thereafter. Beginning in August 2020, surveys were administered quarterly. The end of follow-up was in November 2021.

The COVID questionnaires included questions about positive SARS-CoV-2 test results, COVID symptoms and hospitalization since March 1, 2020, and the presence of long-term COVID symptoms, such as fatigue, respiratory problems, persistent cough, muscle/joint/chest pain, smell/taste problems, confusion/disorientation/brain fog, depression/anxiety/changes in mood, headache, and memory problems.

Participants who reported these post-COVID conditions were asked about the frequency of symptoms and the degree of impairment in daily life.
 

Inflammation, immune dysregulation implicated?

The Patient Health Questionnaire–4 (PHQ-4) was used to assess for anxiety and depressive symptoms in the past 2 weeks. It consists of a two-item depression measure (PHQ-2) and a two-item Generalized Anxiety Disorder Scale (GAD-2).

Non–health care providers completed two additional assessments of psychological distress: the four-item Perceived Stress Scale and the three-item UCLA Loneliness Scale.

The researchers included demographic factors, weight, smoking status, marital status, and medical conditions, including diabetes, hypertension, hypercholesterolemia, asthma, and cancer, and socioeconomic factors as covariates.

For each participant, the investigators calculated the number of types of distress experienced at a high level, including probable depression, probable anxiety, worry about COVID-19, being in the top quartile of perceived stress, and loneliness.

During the 19 months of follow-up (1-47 weeks after baseline), 6% of respondents reported a positive result on a SARS-CoV-2 antibody, antigen, or polymerase chain reaction test.

Of these, 43.9% reported long-COVID conditions, with most reporting that symptoms lasted 2 months or longer; 55.8% reported at least occasional daily life impairment.

The most common post-COVID conditions were fatigue (reported by 56%), loss of smell or taste problems (44.6%), shortness of breath (25.5%), confusion/disorientation/ brain fog (24.5%), and memory issues (21.8%).

Among patients who had been infected, there was a considerably higher rate of preinfection psychological distress after adjusting for sociodemographic factors, health behaviors, and comorbidities. Each type of distress was associated with post-COVID conditions.

In addition, participants who had experienced at least two types of distress prior to infection were at nearly 50% increased risk for post–COVID conditions (risk ratio, 1.49; 95% confidence interval, 1.23-1.80).

Among those with post-COVID conditions, all types of distress were associated with increased risk for daily life impairment (RR range, 1.15-1.51).

Senior author Andrea Roberts, PhD, senior research scientist at the Harvard T. H. Chan School of Public Health, Boston, noted that the investigators did not examine biological mechanisms potentially underlying the association they found.

However, “based on prior research, it may be that inflammation and immune dysregulation related to psychological distress play a role in the association of distress with long COVID, but we can’t be sure,” Dr. Roberts said.
 

Contributes to the field

Commenting for this article, Yapeng Su, PhD, a postdoctoral researcher at the Fred Hutchinson Cancer Research Center in Seattle, called the study “great work contributing to the long-COVID research field and revealing important connections” with psychological stress prior to infection.

Dr. Su, who was not involved with the study, was previously at the Institute for Systems Biology, also in Seattle, and has written about long COVID.

He noted that the “biological mechanism of such intriguing linkage is definitely the important next step, which will likely require deep phenotyping of biological specimens from these patients longitudinally.”

Dr. Wang pointed to past research suggesting that some patients with mental illness “sometimes develop autoantibodies that have also been associated with increased risk of long COVID.” In addition, depression “affects the brain in ways that may explain certain cognitive symptoms in long COVID,” she added.

More studies are now needed to understand how psychological distress increases the risk for long COVID, said Dr. Wang.

The research was supported by grants from the Eunice Kennedy Shriver National Institute of Child Health and Human Development, the National Institutes of Health, the Dean’s Fund for Scientific Advancement Acceleration Award from the Harvard T. H. Chan School of Public Health, the Massachusetts Consortium on Pathogen Readiness Evergrande COVID-19 Response Fund Award, and the Veterans Affairs Health Services Research and Development Service funds. Dr. Wang and Dr. Roberts have reported no relevant financial relationships. The other investigators’ disclosures are listed in the original article. Dr. Su reports no relevant financial relationships.

A version of this article first appeared on Medscape.com.

Cigarette smoking is an independent risk factor for lung cancer and atherosclerotic cardiovascular disease (ASCVD).^1-3 The National Lung Screening Trial (NLST) demonstrated both lung cancer mortality reduction with the use of surveillance low-dose computed tomography (LDCT) and ASCVD as the most common cause of death among smokers.^4,5 ASCVD remains the leading cause of death in the lung cancer screening (LCS) population.^2,3 After publication of the NLST results, the US Preventive Services Task Force (USPSTF) established LCS eligibility among smokers and the Center for Medicare and Medicaid Services approved payment for annual LDCT in this group.^1,6,7

Recently LDCT has been proposed as an adjunct diagnostic tool for detecting coronary artery calcium (CAC), which is independently associated with ASCVD and mortality.^8-13 CAC scores have been recommended by the 2019 American College of Cardiology/American Heart Association cholesterol treatment guidelines and shown to be cost-effective in guiding statin therapy for patients with borderline to intermediate ASCVD risk.^14-16 While CAC is conventionally quantified using electrocardiogram (ECG)-gated CT, these scans are not routinely performed in clinical practice because preventive CAC screening is neither recommended by the USPSTF nor covered by most insurance providers.^17,18 LDCT, conversely, is reimbursable and a well-validated ASCVD risk predictor.^18,19

In this study, we aimed to determine the validity of LDCT in identifying CAC among the military LCS population and whether it would impact statin recommendations based on 10-year ASCVD risk.

Methods

Participants were recruited from a retrospective cohort of 563 Military Health System (MHS) beneficiaries who received LCS with LDCT at Naval Medical Center Portsmouth (NMCP) in Virginia between January 1, 2019, and December 31, 2020. The 2013 USPSTF LCS guidelines were followed as the 2021 guidelines had not been published before the start of the study; thus, eligible participants included adults aged 55 to 80 years with at least a 30-pack-year smoking history and currently smoked or had quit within 15 years from the date of study consent.^6,7

Between November 2020 and May 2021, study investigators screened 287 patient records and recruited 190 participants by telephone, starting with individuals who had the most recent LDCT and working backward until reaching the predetermined 170 subjects who had undergone in-office consents before ECG-gated CT scans. Since LDCT was not obtained simultaneously with the ECG-gated CT, participants were required to complete their gated CT within 24 months of their last LDCT. Of the 190 subjects initially recruited, those who were ineligible for LCS (n = 4), had a history of angioplasty, stent, or bypass revascularization procedure (n = 4), did not complete their ECG-gated CT within the specified time frame (n = 8), or withdrew from the study (n = 4) were excluded. While gated CT scans were scored for CAC in the present time, LDCT (previously only read for general lung pathology) was not scored until after participant consent. Patients were peripherally followed, via health record reviews, for 3 months after their gated CT to document any additional imaging ordered by their primary care practitioners. The study was approved by the NMCP Institutional Review Board.

Coronary Artery Calcification Scoring

We performed CT scans using Siemens SOMATOM Flash, a second-generation dual-source scanner; and GE LightSpeed VCT, a single-source, 64-slice scanner. A step-and-shoot prospective trigger technique was used, and contiguous axial images were reconstructed at 2.5-mm or 3-mm intervals for CAC quantification using the Agatston method.²⁰ ECG-gated CT scans were electrocardiographically triggered at mid-diastole (70% of the R-R interval). Radiation dose reduction techniques involved adjustments of the mA according to body mass index and iterative reconstruction. LDCT scans were performed without ECG gating. We reconstructed contiguous axial images at 1-mm intervals for evaluation of the lung parenchyma. Similar dose-reduction techniques were used, to limit radiation exposure for each LDCT scan to < 1.5 mSv, per established guidelines.²¹ CAC on LDCT was also scored using the Agatston method. CAC was scored on the 2 scan types by different blinded reviewers.

Covariates

We reviewed outpatient health records to obtain participants’ age, sex, medical history, statin use, smoking status (current or former), and pack-years. International Classification of Diseases, Tenth Revision codes within medical encounters were used to document prevalent hypertension, hyperlipidemia, and diabetes mellitus. Participants’ most recent low-density lipoprotein value (within 24 months of ECG-gated CT) was recorded and 10-year ASCVD risk scores were calculated using the pooled cohorts equation.

Statistical Analysis

A power analysis performed before study initiation determined that a prospective sample size of 170 would be sufficient to provide strength of correlation between CAC scores calculated from ECG-gated CT and LDCT and achieve a statistical power of at least 80%. The Wilcoxon rank sum and Fisher exact tests were used to evaluate differences in continuous and categorical CAC scores, respectively. Given skewed distributions, Spearman rank correlations and Kendall W coefficient of concordance were respectively used to evaluate correlation and concordance of CAC scores between the 2 scan types. κ statistics were used to rate agreement between categorical CAC scores. Bland-Altman analysis was performed to determine the bias and limits of agreement between ECG-gated CT and LDCT.²² For categorical CAC score analysis, participants were categorized into 5 groups according to standard Agatston score cut-off points. We defined the 5 categories of CAC for both scan types based on previous analysis from Rumberger and colleagues: CAC = 0 (absent), CAC = 1-10 (minimal), CAC = 11-100 (mild), CAC = 101-400 (moderate), CAC > 400 (severe).²³ Of note, LDCT reports at NMCP include a visual CAC score using these qualitative descriptors that were available to LDCT reviewers. Analyses were conducted using SAS version 9.4 and Microsoft Excel; P values < .05 were considered statistically significant.

Results

The 170 participants had a mean (SD) age of 62.1 (4.6) years and were 70.6% male (Table 1). Hyperlipidemia was the most prevalent cardiac risk factor with almost 70% of participants on a statin. There was no incidence of ischemic ASCVD during follow-up, although 1 participant was later diagnosed with lung cancer after evaluation of suspicious pulmonary findings on ECG-gated CT. CAC was identified on both scan types in 126 participants; however, LDCT was discordant with gated CT in identifying CAC in 24 subjects (P < .001).

The correlation between CAC scores on ECG-gated CT and LDCT was 0.945 (P < .001) and the concordance was 0.643, indicating moderate agreement between CAC scores on the 2 different scans (Figure 1). Median CAC scores were significantly higher on ECG-gated CT when compared with LDCT (107.5 vs 48.1 Agatston units, respectively; P < .05). Table 2 shows the CAC score characteristics for both scan types. The κ statistic for agreement between categorical CAC scores on ECG-gated CT compared with LDCT was 0.49 (SEκ= 0.05; 95% CI, -0.73-1.71), and the weighted κ statistic was 0.71, indicating moderate to substantial agreement between the 2 scans using the specified cutoff points. The Bland-Altman analysis presented a mean bias of 111.45 Agatston units, with limits of agreement between -268.64 and 491.54, as shown in Figure 2, suggesting that CAC scores on ECG-gated CT were, on average, about 111 units higher than those on LDCT. Finally, there were 24 participants with CAC seen on ECG-gated CT but none identified on LDCT (P < .001); of this cohort 20 were already on a statin, and of the remaining 4 individuals, 1 met statin criteria based on a > 20% ASCVD risk score alone (regardless of CAC score), 1 with an intermediate risk score met statin criteria based on CAC score reporting, 1 did not meet criteria due to a low-risk score, and the last had no reportable ASCVD risk score.

Discussion

In this study population of recruited MHS beneficiaries, there was a strong correlation and moderate to substantial agreement between CAC scores calculated from LDCT and conventional ECG-gated CT. The number of nonstatin participants who met statin criteria and would have benefited from additional CAC score reporting was statistically significant as compared to their statin counterparts who no longer met the criteria.

CAC screening using nongated CT has become an increasingly available and consistently reproducible means for stratifying ASCVD risk and guiding statin therapy in individuals with equivocal ASCVD risk scores.^24-26 As has been demonstrated in previous studies, our study additionally highlights the effective use of LDCT in not only identifying CAC, but also in beneficially impacting statin decisions in the high-risk smoking population.^24-26 Our results also showed LDCT missed CAC in participants, the majority of which were already on a statin, and only 1 nonstatin individual benefited from additional CAC reporting. CAC scoring on LDCT should be an adjunct, not a substitute, for ASCVD risk stratification to help guide statin management.^25,27

Our results may provide cost considerate implications for preventive CAC screening. While TRICARE covers the cost of ECG-gated CT for MHS beneficiaries, the same is not true of most nonmilitary insurance providers. Concerns about cancer risk from radiation exposure may also lead to hesitation about receiving additional CTs in the smoking population. Since the LCS population already receives annual LDCT, these scans can also be used for CAC scoring to help primary care professionals risk stratify their patients, as has been previously shown.^28-31 Clinicians should consider implementing CAC scoring with annual LDCT scans, which would curtail further risks and expenses from CAC-specified scans.

Although CAC is scored visually and routinely reported in the body of LDCT reports at our facility, this is not a universal practice and was performed in only 44% of subjects with known CAC by a previous study.³² In 2007, there were 600,000 CAC scoring scans and > 9 million routine chest CTs performed in the United States.³³ Based on our results and the growing consensus in the existing literature, CAC scoring on nongated CT is not only valid and reliable, but also can estimate ASCVD risk and subsequent mortality.^34-36 Routine chest CTs remain an available resource for providing additional ASCVD risk stratification.

As we demonstrated, median CAC scores on LDCT were on average significantly lower than those from gated CT. This could be due to slice thickness variability between the GE and Siemens scanners or CAC progression between the time of the retrospective LDCT and prospective ECG-gated CT. Aside from this potential limitation, LDCT has been shown to have a high level of agreement with gated CT in predicting CAC, both visually and by the Agatston technique.^37-39 Our results further support previous recommendations of utilizing CAC score categories when determining ASCVD risk from LDCT and that establishing scoring cutoff points warrants further development for potential standardization.^37-39 Readers should be mindful that LDCT may still be less sensitive and underestimate low CAC levels and that ECG-gated CT may occasionally be more optimal in determining ASCVD risk when considering the negative predictive value of CAC.⁴⁰

Limitations

Our study cohort was composed of MHS beneficiaries. Compared with the general population, these individuals may have greater access to care and be more likely to receive statins after preventive screenings. Additional studies may be required to assess CAC-associated statin eligibility among the general population. As discussed previously LDCT was not performed concomitantly with the ECG-gated CT. Although there was moderate to substantial CAC agreement between the 2 scan types, the timing difference could have led to absolute differences in CAC scores across both scan types and impacted the ability to detect low-level CAC on LDCT. CAC values should be interpreted based on the respective scan type.

Conclusions

LDCT is a reliable diagnostic alternative to ECG-gated CT in predicting CAC. CAC scores from LDCT are highly correlated and concordant with those from gated CT and can help guide statin management in individuals with intermediate ASCVD risk. The proposed duality of LDCT to assess ASCVD risk in addition to lung cancer can reduce the need for unnecessary scans while optimizing preventive clinical care. While coronary calcium and elevated CAC scores can facilitate clinical decision making to initiate statin therapy for intermediate-risk patients, physicians must still determine whether additional cardiac testing is warranted to avoid unnecessary procedures and health care costs. Smokers undergoing annual LDCT may benefit from standardized CAC scoring to help further stratify ASCVD risk while limiting the expense and radiation of additional scans.

Acknowledgments

The authors thank Ms. Lorie Gower for her contributions to the study.

Cigarette smoking is an independent risk factor for lung cancer and atherosclerotic cardiovascular disease (ASCVD).^1-3 The National Lung Screening Trial (NLST) demonstrated both lung cancer mortality reduction with the use of surveillance low-dose computed tomography (LDCT) and ASCVD as the most common cause of death among smokers.^4,5 ASCVD remains the leading cause of death in the lung cancer screening (LCS) population.^2,3 After publication of the NLST results, the US Preventive Services Task Force (USPSTF) established LCS eligibility among smokers and the Center for Medicare and Medicaid Services approved payment for annual LDCT in this group.^1,6,7

Recently LDCT has been proposed as an adjunct diagnostic tool for detecting coronary artery calcium (CAC), which is independently associated with ASCVD and mortality.^8-13 CAC scores have been recommended by the 2019 American College of Cardiology/American Heart Association cholesterol treatment guidelines and shown to be cost-effective in guiding statin therapy for patients with borderline to intermediate ASCVD risk.^14-16 While CAC is conventionally quantified using electrocardiogram (ECG)-gated CT, these scans are not routinely performed in clinical practice because preventive CAC screening is neither recommended by the USPSTF nor covered by most insurance providers.^17,18 LDCT, conversely, is reimbursable and a well-validated ASCVD risk predictor.^18,19

In this study, we aimed to determine the validity of LDCT in identifying CAC among the military LCS population and whether it would impact statin recommendations based on 10-year ASCVD risk.

Methods

Participants were recruited from a retrospective cohort of 563 Military Health System (MHS) beneficiaries who received LCS with LDCT at Naval Medical Center Portsmouth (NMCP) in Virginia between January 1, 2019, and December 31, 2020. The 2013 USPSTF LCS guidelines were followed as the 2021 guidelines had not been published before the start of the study; thus, eligible participants included adults aged 55 to 80 years with at least a 30-pack-year smoking history and currently smoked or had quit within 15 years from the date of study consent.^6,7

Between November 2020 and May 2021, study investigators screened 287 patient records and recruited 190 participants by telephone, starting with individuals who had the most recent LDCT and working backward until reaching the predetermined 170 subjects who had undergone in-office consents before ECG-gated CT scans. Since LDCT was not obtained simultaneously with the ECG-gated CT, participants were required to complete their gated CT within 24 months of their last LDCT. Of the 190 subjects initially recruited, those who were ineligible for LCS (n = 4), had a history of angioplasty, stent, or bypass revascularization procedure (n = 4), did not complete their ECG-gated CT within the specified time frame (n = 8), or withdrew from the study (n = 4) were excluded. While gated CT scans were scored for CAC in the present time, LDCT (previously only read for general lung pathology) was not scored until after participant consent. Patients were peripherally followed, via health record reviews, for 3 months after their gated CT to document any additional imaging ordered by their primary care practitioners. The study was approved by the NMCP Institutional Review Board.

Coronary Artery Calcification Scoring

We performed CT scans using Siemens SOMATOM Flash, a second-generation dual-source scanner; and GE LightSpeed VCT, a single-source, 64-slice scanner. A step-and-shoot prospective trigger technique was used, and contiguous axial images were reconstructed at 2.5-mm or 3-mm intervals for CAC quantification using the Agatston method.²⁰ ECG-gated CT scans were electrocardiographically triggered at mid-diastole (70% of the R-R interval). Radiation dose reduction techniques involved adjustments of the mA according to body mass index and iterative reconstruction. LDCT scans were performed without ECG gating. We reconstructed contiguous axial images at 1-mm intervals for evaluation of the lung parenchyma. Similar dose-reduction techniques were used, to limit radiation exposure for each LDCT scan to < 1.5 mSv, per established guidelines.²¹ CAC on LDCT was also scored using the Agatston method. CAC was scored on the 2 scan types by different blinded reviewers.

Covariates

We reviewed outpatient health records to obtain participants’ age, sex, medical history, statin use, smoking status (current or former), and pack-years. International Classification of Diseases, Tenth Revision codes within medical encounters were used to document prevalent hypertension, hyperlipidemia, and diabetes mellitus. Participants’ most recent low-density lipoprotein value (within 24 months of ECG-gated CT) was recorded and 10-year ASCVD risk scores were calculated using the pooled cohorts equation.

Statistical Analysis

A power analysis performed before study initiation determined that a prospective sample size of 170 would be sufficient to provide strength of correlation between CAC scores calculated from ECG-gated CT and LDCT and achieve a statistical power of at least 80%. The Wilcoxon rank sum and Fisher exact tests were used to evaluate differences in continuous and categorical CAC scores, respectively. Given skewed distributions, Spearman rank correlations and Kendall W coefficient of concordance were respectively used to evaluate correlation and concordance of CAC scores between the 2 scan types. κ statistics were used to rate agreement between categorical CAC scores. Bland-Altman analysis was performed to determine the bias and limits of agreement between ECG-gated CT and LDCT.²² For categorical CAC score analysis, participants were categorized into 5 groups according to standard Agatston score cut-off points. We defined the 5 categories of CAC for both scan types based on previous analysis from Rumberger and colleagues: CAC = 0 (absent), CAC = 1-10 (minimal), CAC = 11-100 (mild), CAC = 101-400 (moderate), CAC > 400 (severe).²³ Of note, LDCT reports at NMCP include a visual CAC score using these qualitative descriptors that were available to LDCT reviewers. Analyses were conducted using SAS version 9.4 and Microsoft Excel; P values < .05 were considered statistically significant.

Results

The 170 participants had a mean (SD) age of 62.1 (4.6) years and were 70.6% male (Table 1). Hyperlipidemia was the most prevalent cardiac risk factor with almost 70% of participants on a statin. There was no incidence of ischemic ASCVD during follow-up, although 1 participant was later diagnosed with lung cancer after evaluation of suspicious pulmonary findings on ECG-gated CT. CAC was identified on both scan types in 126 participants; however, LDCT was discordant with gated CT in identifying CAC in 24 subjects (P < .001).

The correlation between CAC scores on ECG-gated CT and LDCT was 0.945 (P < .001) and the concordance was 0.643, indicating moderate agreement between CAC scores on the 2 different scans (Figure 1). Median CAC scores were significantly higher on ECG-gated CT when compared with LDCT (107.5 vs 48.1 Agatston units, respectively; P < .05). Table 2 shows the CAC score characteristics for both scan types. The κ statistic for agreement between categorical CAC scores on ECG-gated CT compared with LDCT was 0.49 (SEκ= 0.05; 95% CI, -0.73-1.71), and the weighted κ statistic was 0.71, indicating moderate to substantial agreement between the 2 scans using the specified cutoff points. The Bland-Altman analysis presented a mean bias of 111.45 Agatston units, with limits of agreement between -268.64 and 491.54, as shown in Figure 2, suggesting that CAC scores on ECG-gated CT were, on average, about 111 units higher than those on LDCT. Finally, there were 24 participants with CAC seen on ECG-gated CT but none identified on LDCT (P < .001); of this cohort 20 were already on a statin, and of the remaining 4 individuals, 1 met statin criteria based on a > 20% ASCVD risk score alone (regardless of CAC score), 1 with an intermediate risk score met statin criteria based on CAC score reporting, 1 did not meet criteria due to a low-risk score, and the last had no reportable ASCVD risk score.

Discussion

In this study population of recruited MHS beneficiaries, there was a strong correlation and moderate to substantial agreement between CAC scores calculated from LDCT and conventional ECG-gated CT. The number of nonstatin participants who met statin criteria and would have benefited from additional CAC score reporting was statistically significant as compared to their statin counterparts who no longer met the criteria.

CAC screening using nongated CT has become an increasingly available and consistently reproducible means for stratifying ASCVD risk and guiding statin therapy in individuals with equivocal ASCVD risk scores.^24-26 As has been demonstrated in previous studies, our study additionally highlights the effective use of LDCT in not only identifying CAC, but also in beneficially impacting statin decisions in the high-risk smoking population.^24-26 Our results also showed LDCT missed CAC in participants, the majority of which were already on a statin, and only 1 nonstatin individual benefited from additional CAC reporting. CAC scoring on LDCT should be an adjunct, not a substitute, for ASCVD risk stratification to help guide statin management.^25,27

Our results may provide cost considerate implications for preventive CAC screening. While TRICARE covers the cost of ECG-gated CT for MHS beneficiaries, the same is not true of most nonmilitary insurance providers. Concerns about cancer risk from radiation exposure may also lead to hesitation about receiving additional CTs in the smoking population. Since the LCS population already receives annual LDCT, these scans can also be used for CAC scoring to help primary care professionals risk stratify their patients, as has been previously shown.^28-31 Clinicians should consider implementing CAC scoring with annual LDCT scans, which would curtail further risks and expenses from CAC-specified scans.

Although CAC is scored visually and routinely reported in the body of LDCT reports at our facility, this is not a universal practice and was performed in only 44% of subjects with known CAC by a previous study.³² In 2007, there were 600,000 CAC scoring scans and > 9 million routine chest CTs performed in the United States.³³ Based on our results and the growing consensus in the existing literature, CAC scoring on nongated CT is not only valid and reliable, but also can estimate ASCVD risk and subsequent mortality.^34-36 Routine chest CTs remain an available resource for providing additional ASCVD risk stratification.

As we demonstrated, median CAC scores on LDCT were on average significantly lower than those from gated CT. This could be due to slice thickness variability between the GE and Siemens scanners or CAC progression between the time of the retrospective LDCT and prospective ECG-gated CT. Aside from this potential limitation, LDCT has been shown to have a high level of agreement with gated CT in predicting CAC, both visually and by the Agatston technique.^37-39 Our results further support previous recommendations of utilizing CAC score categories when determining ASCVD risk from LDCT and that establishing scoring cutoff points warrants further development for potential standardization.^37-39 Readers should be mindful that LDCT may still be less sensitive and underestimate low CAC levels and that ECG-gated CT may occasionally be more optimal in determining ASCVD risk when considering the negative predictive value of CAC.⁴⁰

Limitations

Our study cohort was composed of MHS beneficiaries. Compared with the general population, these individuals may have greater access to care and be more likely to receive statins after preventive screenings. Additional studies may be required to assess CAC-associated statin eligibility among the general population. As discussed previously LDCT was not performed concomitantly with the ECG-gated CT. Although there was moderate to substantial CAC agreement between the 2 scan types, the timing difference could have led to absolute differences in CAC scores across both scan types and impacted the ability to detect low-level CAC on LDCT. CAC values should be interpreted based on the respective scan type.

Conclusions

LDCT is a reliable diagnostic alternative to ECG-gated CT in predicting CAC. CAC scores from LDCT are highly correlated and concordant with those from gated CT and can help guide statin management in individuals with intermediate ASCVD risk. The proposed duality of LDCT to assess ASCVD risk in addition to lung cancer can reduce the need for unnecessary scans while optimizing preventive clinical care. While coronary calcium and elevated CAC scores can facilitate clinical decision making to initiate statin therapy for intermediate-risk patients, physicians must still determine whether additional cardiac testing is warranted to avoid unnecessary procedures and health care costs. Smokers undergoing annual LDCT may benefit from standardized CAC scoring to help further stratify ASCVD risk while limiting the expense and radiation of additional scans.

Acknowledgments

The authors thank Ms. Lorie Gower for her contributions to the study.

Cigarette smoking is an independent risk factor for lung cancer and atherosclerotic cardiovascular disease (ASCVD).^1-3 The National Lung Screening Trial (NLST) demonstrated both lung cancer mortality reduction with the use of surveillance low-dose computed tomography (LDCT) and ASCVD as the most common cause of death among smokers.^4,5 ASCVD remains the leading cause of death in the lung cancer screening (LCS) population.^2,3 After publication of the NLST results, the US Preventive Services Task Force (USPSTF) established LCS eligibility among smokers and the Center for Medicare and Medicaid Services approved payment for annual LDCT in this group.^1,6,7

Recently LDCT has been proposed as an adjunct diagnostic tool for detecting coronary artery calcium (CAC), which is independently associated with ASCVD and mortality.^8-13 CAC scores have been recommended by the 2019 American College of Cardiology/American Heart Association cholesterol treatment guidelines and shown to be cost-effective in guiding statin therapy for patients with borderline to intermediate ASCVD risk.^14-16 While CAC is conventionally quantified using electrocardiogram (ECG)-gated CT, these scans are not routinely performed in clinical practice because preventive CAC screening is neither recommended by the USPSTF nor covered by most insurance providers.^17,18 LDCT, conversely, is reimbursable and a well-validated ASCVD risk predictor.^18,19

In this study, we aimed to determine the validity of LDCT in identifying CAC among the military LCS population and whether it would impact statin recommendations based on 10-year ASCVD risk.

Methods

Participants were recruited from a retrospective cohort of 563 Military Health System (MHS) beneficiaries who received LCS with LDCT at Naval Medical Center Portsmouth (NMCP) in Virginia between January 1, 2019, and December 31, 2020. The 2013 USPSTF LCS guidelines were followed as the 2021 guidelines had not been published before the start of the study; thus, eligible participants included adults aged 55 to 80 years with at least a 30-pack-year smoking history and currently smoked or had quit within 15 years from the date of study consent.^6,7

Between November 2020 and May 2021, study investigators screened 287 patient records and recruited 190 participants by telephone, starting with individuals who had the most recent LDCT and working backward until reaching the predetermined 170 subjects who had undergone in-office consents before ECG-gated CT scans. Since LDCT was not obtained simultaneously with the ECG-gated CT, participants were required to complete their gated CT within 24 months of their last LDCT. Of the 190 subjects initially recruited, those who were ineligible for LCS (n = 4), had a history of angioplasty, stent, or bypass revascularization procedure (n = 4), did not complete their ECG-gated CT within the specified time frame (n = 8), or withdrew from the study (n = 4) were excluded. While gated CT scans were scored for CAC in the present time, LDCT (previously only read for general lung pathology) was not scored until after participant consent. Patients were peripherally followed, via health record reviews, for 3 months after their gated CT to document any additional imaging ordered by their primary care practitioners. The study was approved by the NMCP Institutional Review Board.

Coronary Artery Calcification Scoring

We performed CT scans using Siemens SOMATOM Flash, a second-generation dual-source scanner; and GE LightSpeed VCT, a single-source, 64-slice scanner. A step-and-shoot prospective trigger technique was used, and contiguous axial images were reconstructed at 2.5-mm or 3-mm intervals for CAC quantification using the Agatston method.²⁰ ECG-gated CT scans were electrocardiographically triggered at mid-diastole (70% of the R-R interval). Radiation dose reduction techniques involved adjustments of the mA according to body mass index and iterative reconstruction. LDCT scans were performed without ECG gating. We reconstructed contiguous axial images at 1-mm intervals for evaluation of the lung parenchyma. Similar dose-reduction techniques were used, to limit radiation exposure for each LDCT scan to < 1.5 mSv, per established guidelines.²¹ CAC on LDCT was also scored using the Agatston method. CAC was scored on the 2 scan types by different blinded reviewers.

Covariates

We reviewed outpatient health records to obtain participants’ age, sex, medical history, statin use, smoking status (current or former), and pack-years. International Classification of Diseases, Tenth Revision codes within medical encounters were used to document prevalent hypertension, hyperlipidemia, and diabetes mellitus. Participants’ most recent low-density lipoprotein value (within 24 months of ECG-gated CT) was recorded and 10-year ASCVD risk scores were calculated using the pooled cohorts equation.

Statistical Analysis

A power analysis performed before study initiation determined that a prospective sample size of 170 would be sufficient to provide strength of correlation between CAC scores calculated from ECG-gated CT and LDCT and achieve a statistical power of at least 80%. The Wilcoxon rank sum and Fisher exact tests were used to evaluate differences in continuous and categorical CAC scores, respectively. Given skewed distributions, Spearman rank correlations and Kendall W coefficient of concordance were respectively used to evaluate correlation and concordance of CAC scores between the 2 scan types. κ statistics were used to rate agreement between categorical CAC scores. Bland-Altman analysis was performed to determine the bias and limits of agreement between ECG-gated CT and LDCT.²² For categorical CAC score analysis, participants were categorized into 5 groups according to standard Agatston score cut-off points. We defined the 5 categories of CAC for both scan types based on previous analysis from Rumberger and colleagues: CAC = 0 (absent), CAC = 1-10 (minimal), CAC = 11-100 (mild), CAC = 101-400 (moderate), CAC > 400 (severe).²³ Of note, LDCT reports at NMCP include a visual CAC score using these qualitative descriptors that were available to LDCT reviewers. Analyses were conducted using SAS version 9.4 and Microsoft Excel; P values < .05 were considered statistically significant.

Results

The 170 participants had a mean (SD) age of 62.1 (4.6) years and were 70.6% male (Table 1). Hyperlipidemia was the most prevalent cardiac risk factor with almost 70% of participants on a statin. There was no incidence of ischemic ASCVD during follow-up, although 1 participant was later diagnosed with lung cancer after evaluation of suspicious pulmonary findings on ECG-gated CT. CAC was identified on both scan types in 126 participants; however, LDCT was discordant with gated CT in identifying CAC in 24 subjects (P < .001).

The correlation between CAC scores on ECG-gated CT and LDCT was 0.945 (P < .001) and the concordance was 0.643, indicating moderate agreement between CAC scores on the 2 different scans (Figure 1). Median CAC scores were significantly higher on ECG-gated CT when compared with LDCT (107.5 vs 48.1 Agatston units, respectively; P < .05). Table 2 shows the CAC score characteristics for both scan types. The κ statistic for agreement between categorical CAC scores on ECG-gated CT compared with LDCT was 0.49 (SEκ= 0.05; 95% CI, -0.73-1.71), and the weighted κ statistic was 0.71, indicating moderate to substantial agreement between the 2 scans using the specified cutoff points. The Bland-Altman analysis presented a mean bias of 111.45 Agatston units, with limits of agreement between -268.64 and 491.54, as shown in Figure 2, suggesting that CAC scores on ECG-gated CT were, on average, about 111 units higher than those on LDCT. Finally, there were 24 participants with CAC seen on ECG-gated CT but none identified on LDCT (P < .001); of this cohort 20 were already on a statin, and of the remaining 4 individuals, 1 met statin criteria based on a > 20% ASCVD risk score alone (regardless of CAC score), 1 with an intermediate risk score met statin criteria based on CAC score reporting, 1 did not meet criteria due to a low-risk score, and the last had no reportable ASCVD risk score.

Discussion

In this study population of recruited MHS beneficiaries, there was a strong correlation and moderate to substantial agreement between CAC scores calculated from LDCT and conventional ECG-gated CT. The number of nonstatin participants who met statin criteria and would have benefited from additional CAC score reporting was statistically significant as compared to their statin counterparts who no longer met the criteria.

CAC screening using nongated CT has become an increasingly available and consistently reproducible means for stratifying ASCVD risk and guiding statin therapy in individuals with equivocal ASCVD risk scores.^24-26 As has been demonstrated in previous studies, our study additionally highlights the effective use of LDCT in not only identifying CAC, but also in beneficially impacting statin decisions in the high-risk smoking population.^24-26 Our results also showed LDCT missed CAC in participants, the majority of which were already on a statin, and only 1 nonstatin individual benefited from additional CAC reporting. CAC scoring on LDCT should be an adjunct, not a substitute, for ASCVD risk stratification to help guide statin management.^25,27

Our results may provide cost considerate implications for preventive CAC screening. While TRICARE covers the cost of ECG-gated CT for MHS beneficiaries, the same is not true of most nonmilitary insurance providers. Concerns about cancer risk from radiation exposure may also lead to hesitation about receiving additional CTs in the smoking population. Since the LCS population already receives annual LDCT, these scans can also be used for CAC scoring to help primary care professionals risk stratify their patients, as has been previously shown.^28-31 Clinicians should consider implementing CAC scoring with annual LDCT scans, which would curtail further risks and expenses from CAC-specified scans.

Although CAC is scored visually and routinely reported in the body of LDCT reports at our facility, this is not a universal practice and was performed in only 44% of subjects with known CAC by a previous study.³² In 2007, there were 600,000 CAC scoring scans and > 9 million routine chest CTs performed in the United States.³³ Based on our results and the growing consensus in the existing literature, CAC scoring on nongated CT is not only valid and reliable, but also can estimate ASCVD risk and subsequent mortality.^34-36 Routine chest CTs remain an available resource for providing additional ASCVD risk stratification.

As we demonstrated, median CAC scores on LDCT were on average significantly lower than those from gated CT. This could be due to slice thickness variability between the GE and Siemens scanners or CAC progression between the time of the retrospective LDCT and prospective ECG-gated CT. Aside from this potential limitation, LDCT has been shown to have a high level of agreement with gated CT in predicting CAC, both visually and by the Agatston technique.^37-39 Our results further support previous recommendations of utilizing CAC score categories when determining ASCVD risk from LDCT and that establishing scoring cutoff points warrants further development for potential standardization.^37-39 Readers should be mindful that LDCT may still be less sensitive and underestimate low CAC levels and that ECG-gated CT may occasionally be more optimal in determining ASCVD risk when considering the negative predictive value of CAC.⁴⁰

Limitations

Our study cohort was composed of MHS beneficiaries. Compared with the general population, these individuals may have greater access to care and be more likely to receive statins after preventive screenings. Additional studies may be required to assess CAC-associated statin eligibility among the general population. As discussed previously LDCT was not performed concomitantly with the ECG-gated CT. Although there was moderate to substantial CAC agreement between the 2 scan types, the timing difference could have led to absolute differences in CAC scores across both scan types and impacted the ability to detect low-level CAC on LDCT. CAC values should be interpreted based on the respective scan type.

Conclusions

LDCT is a reliable diagnostic alternative to ECG-gated CT in predicting CAC. CAC scores from LDCT are highly correlated and concordant with those from gated CT and can help guide statin management in individuals with intermediate ASCVD risk. The proposed duality of LDCT to assess ASCVD risk in addition to lung cancer can reduce the need for unnecessary scans while optimizing preventive clinical care. While coronary calcium and elevated CAC scores can facilitate clinical decision making to initiate statin therapy for intermediate-risk patients, physicians must still determine whether additional cardiac testing is warranted to avoid unnecessary procedures and health care costs. Smokers undergoing annual LDCT may benefit from standardized CAC scoring to help further stratify ASCVD risk while limiting the expense and radiation of additional scans.

Acknowledgments

The authors thank Ms. Lorie Gower for her contributions to the study.

Patients with melanoma who are deficient in vitamin D have significantly worse overall survival than those with higher levels, according to research presented at the annual congress of the European Academy of Dermatology and Venereology.

Whereas the 5-year overall survival was 90% when vitamin D serum levels were above a 10 ng/mL threshold, it was 84% when levels fell below it. Notably, the gap in overall survival between those above and below the threshold appeared to widen as time went on.

The research adds to existing evidence that “vitamin D levels can play an important and independent role in patients’ survival outcomes,” study investigator Inés Gracia-Darder, MD, told this news organization. “The important application in clinical practice would be to know if vitamin D supplementation influences the survival of melanoma patients,” said Dr. Gracia-Darder, a clinical specialist in dermatology at the Hospital Universitari Son Espases, Mallorca, Spain.

Dr. Inés Gracia-Darder

Known association, but not much data

“It is not a new finding,” but there are limited data, especially in melanoma, said Julie De Smedt, MD, of KU Leuven, Belgium, who was asked to comment on the results. Other groups have shown, certainly for cancer in general, that vitamin D can have an effect on overall survival.

“Low levels of vitamin D are associated with the pathological parameters of the melanoma, such as the thickness of the tumor,” Dr. De Smedt said in an interview, indicating that it’s not just overall survival that might be affected.

“So we assume that also has an effect on melanoma-specific survival,” she added.

That assumption, however, is not supported by the data Dr. Gracia-Darder presented, as there was no difference in melanoma-specific survival among the two groups of patients that had been studied.
 

Retrospective cohort analysis

Vitamin D levels had been studied in 264 patients who were included in the retrospective cohort analysis. All had invasive melanomas, and all had been seen at the Hospital Clinic of Barcelona between January 1998 and June 2021. Their mean age was 57 years, and the median follow-up was 6.7 years.

For inclusion, all patients had to have had their vitamin D levels measured after being diagnosed with melanoma; those with a 25-hydroxyvitamin D3 serum level of less than 10 ng/mL were deemed to be vitamin D deficient, whereas those with levels of 10 ng/mL and above were deemed normal or insufficient.

A measurement less than 10 ng/mL is considered vitamin D deficiency, Dr. De Smedt said. “But there is a difference between countries, and there’s also a difference between societies,” noting the cut-off used in the lab where she works is 20 ng/mL. This makes it difficult to compare studies, she said.
 

Independent association with overall survival

Seasonal variation in vitamin D levels were considered as a possible confounding factor, but Dr. Gracia-Darder noted that there was a similar distribution of measurements taken between October to March and April to September.

Univariate and multivariate analyses established vitamin D deficiency as being independently associated with overall survival with hazard ratios of 2.34 and 2.45, respectively.

Other predictive factors were having a higher Breslow index, as well as older age and gender.
 

Time to recommend vitamin D supplementation?

So should patients with melanoma have their vitamin D levels routinely checked? And what about advising them to take vitamin D supplements?

“In our practice, we analyze the vitamin D levels of our patients,” Dr. Gracia-Darder said. Patients are told to limit their exposure to the sun because of their skin cancer, so they are very likely to become vitamin D deficient.

While dietary changes or supplements might be suggested, there’s no real evidence to support upping vitamin D levels to date, so “future prospective studies are needed,” Dr. Gracia-Darder added.

Such studies have already started, including one in Italy, one in Australia, and another study that Dr. De Smedt has been involved with for the past few years.

Called the ViDMe study, it’s a multicenter, randomized, double-blind trial in which patients are being given a high-dose oral vitamin D supplement or placebo once a month for at least 1 year. About 430 patients with a first cutaneous malignant melanoma have been included in the trial, which started in December 2012.

It is hoped that the results will show that the supplementation will have had a protective effect on the risk of relapse and that there will be a correlation between vitamin D levels in the blood and vitamin D receptor immunoreactivity in the tumor.

“The study is still blinded,” Dr. De Smedt said. “We will unblind in the coming months and then at the end of the year, maybe next year, we will have the results.”

The study reported by Dr. Gracia-Darder did not receive any specific funding. Dr. Gracia-Darder disclosed that the melanoma unit where the study was performed receives many grants and funds to carry out research. She reported no other relevant financial relationships. Dr. De Smedt had no relevant financial relationships. The ViDMe study is sponsored by the Universitaire Ziekenhuizen Leuven.

A version of this article first appeared on Medscape.com.

Patients with melanoma who are deficient in vitamin D have significantly worse overall survival than those with higher levels, according to research presented at the annual congress of the European Academy of Dermatology and Venereology.

Whereas the 5-year overall survival was 90% when vitamin D serum levels were above a 10 ng/mL threshold, it was 84% when levels fell below it. Notably, the gap in overall survival between those above and below the threshold appeared to widen as time went on.

The research adds to existing evidence that “vitamin D levels can play an important and independent role in patients’ survival outcomes,” study investigator Inés Gracia-Darder, MD, told this news organization. “The important application in clinical practice would be to know if vitamin D supplementation influences the survival of melanoma patients,” said Dr. Gracia-Darder, a clinical specialist in dermatology at the Hospital Universitari Son Espases, Mallorca, Spain.

Dr. Inés Gracia-Darder

Known association, but not much data

“It is not a new finding,” but there are limited data, especially in melanoma, said Julie De Smedt, MD, of KU Leuven, Belgium, who was asked to comment on the results. Other groups have shown, certainly for cancer in general, that vitamin D can have an effect on overall survival.

“Low levels of vitamin D are associated with the pathological parameters of the melanoma, such as the thickness of the tumor,” Dr. De Smedt said in an interview, indicating that it’s not just overall survival that might be affected.

“So we assume that also has an effect on melanoma-specific survival,” she added.

That assumption, however, is not supported by the data Dr. Gracia-Darder presented, as there was no difference in melanoma-specific survival among the two groups of patients that had been studied.
 

Retrospective cohort analysis

Vitamin D levels had been studied in 264 patients who were included in the retrospective cohort analysis. All had invasive melanomas, and all had been seen at the Hospital Clinic of Barcelona between January 1998 and June 2021. Their mean age was 57 years, and the median follow-up was 6.7 years.

For inclusion, all patients had to have had their vitamin D levels measured after being diagnosed with melanoma; those with a 25-hydroxyvitamin D3 serum level of less than 10 ng/mL were deemed to be vitamin D deficient, whereas those with levels of 10 ng/mL and above were deemed normal or insufficient.

A measurement less than 10 ng/mL is considered vitamin D deficiency, Dr. De Smedt said. “But there is a difference between countries, and there’s also a difference between societies,” noting the cut-off used in the lab where she works is 20 ng/mL. This makes it difficult to compare studies, she said.
 

Independent association with overall survival

Seasonal variation in vitamin D levels were considered as a possible confounding factor, but Dr. Gracia-Darder noted that there was a similar distribution of measurements taken between October to March and April to September.

Univariate and multivariate analyses established vitamin D deficiency as being independently associated with overall survival with hazard ratios of 2.34 and 2.45, respectively.

Other predictive factors were having a higher Breslow index, as well as older age and gender.
 

Time to recommend vitamin D supplementation?

So should patients with melanoma have their vitamin D levels routinely checked? And what about advising them to take vitamin D supplements?

“In our practice, we analyze the vitamin D levels of our patients,” Dr. Gracia-Darder said. Patients are told to limit their exposure to the sun because of their skin cancer, so they are very likely to become vitamin D deficient.

While dietary changes or supplements might be suggested, there’s no real evidence to support upping vitamin D levels to date, so “future prospective studies are needed,” Dr. Gracia-Darder added.

Such studies have already started, including one in Italy, one in Australia, and another study that Dr. De Smedt has been involved with for the past few years.

Called the ViDMe study, it’s a multicenter, randomized, double-blind trial in which patients are being given a high-dose oral vitamin D supplement or placebo once a month for at least 1 year. About 430 patients with a first cutaneous malignant melanoma have been included in the trial, which started in December 2012.

It is hoped that the results will show that the supplementation will have had a protective effect on the risk of relapse and that there will be a correlation between vitamin D levels in the blood and vitamin D receptor immunoreactivity in the tumor.

“The study is still blinded,” Dr. De Smedt said. “We will unblind in the coming months and then at the end of the year, maybe next year, we will have the results.”

The study reported by Dr. Gracia-Darder did not receive any specific funding. Dr. Gracia-Darder disclosed that the melanoma unit where the study was performed receives many grants and funds to carry out research. She reported no other relevant financial relationships. Dr. De Smedt had no relevant financial relationships. The ViDMe study is sponsored by the Universitaire Ziekenhuizen Leuven.

A version of this article first appeared on Medscape.com.

Patients with melanoma who are deficient in vitamin D have significantly worse overall survival than those with higher levels, according to research presented at the annual congress of the European Academy of Dermatology and Venereology.

Whereas the 5-year overall survival was 90% when vitamin D serum levels were above a 10 ng/mL threshold, it was 84% when levels fell below it. Notably, the gap in overall survival between those above and below the threshold appeared to widen as time went on.

The research adds to existing evidence that “vitamin D levels can play an important and independent role in patients’ survival outcomes,” study investigator Inés Gracia-Darder, MD, told this news organization. “The important application in clinical practice would be to know if vitamin D supplementation influences the survival of melanoma patients,” said Dr. Gracia-Darder, a clinical specialist in dermatology at the Hospital Universitari Son Espases, Mallorca, Spain.

Dr. Inés Gracia-Darder

Known association, but not much data

“It is not a new finding,” but there are limited data, especially in melanoma, said Julie De Smedt, MD, of KU Leuven, Belgium, who was asked to comment on the results. Other groups have shown, certainly for cancer in general, that vitamin D can have an effect on overall survival.

“Low levels of vitamin D are associated with the pathological parameters of the melanoma, such as the thickness of the tumor,” Dr. De Smedt said in an interview, indicating that it’s not just overall survival that might be affected.

“So we assume that also has an effect on melanoma-specific survival,” she added.

That assumption, however, is not supported by the data Dr. Gracia-Darder presented, as there was no difference in melanoma-specific survival among the two groups of patients that had been studied.
 

Retrospective cohort analysis

Vitamin D levels had been studied in 264 patients who were included in the retrospective cohort analysis. All had invasive melanomas, and all had been seen at the Hospital Clinic of Barcelona between January 1998 and June 2021. Their mean age was 57 years, and the median follow-up was 6.7 years.

For inclusion, all patients had to have had their vitamin D levels measured after being diagnosed with melanoma; those with a 25-hydroxyvitamin D3 serum level of less than 10 ng/mL were deemed to be vitamin D deficient, whereas those with levels of 10 ng/mL and above were deemed normal or insufficient.

A measurement less than 10 ng/mL is considered vitamin D deficiency, Dr. De Smedt said. “But there is a difference between countries, and there’s also a difference between societies,” noting the cut-off used in the lab where she works is 20 ng/mL. This makes it difficult to compare studies, she said.
 

Independent association with overall survival

Seasonal variation in vitamin D levels were considered as a possible confounding factor, but Dr. Gracia-Darder noted that there was a similar distribution of measurements taken between October to March and April to September.

Univariate and multivariate analyses established vitamin D deficiency as being independently associated with overall survival with hazard ratios of 2.34 and 2.45, respectively.

Other predictive factors were having a higher Breslow index, as well as older age and gender.
 

Time to recommend vitamin D supplementation?

So should patients with melanoma have their vitamin D levels routinely checked? And what about advising them to take vitamin D supplements?

“In our practice, we analyze the vitamin D levels of our patients,” Dr. Gracia-Darder said. Patients are told to limit their exposure to the sun because of their skin cancer, so they are very likely to become vitamin D deficient.

While dietary changes or supplements might be suggested, there’s no real evidence to support upping vitamin D levels to date, so “future prospective studies are needed,” Dr. Gracia-Darder added.

Such studies have already started, including one in Italy, one in Australia, and another study that Dr. De Smedt has been involved with for the past few years.

Called the ViDMe study, it’s a multicenter, randomized, double-blind trial in which patients are being given a high-dose oral vitamin D supplement or placebo once a month for at least 1 year. About 430 patients with a first cutaneous malignant melanoma have been included in the trial, which started in December 2012.

It is hoped that the results will show that the supplementation will have had a protective effect on the risk of relapse and that there will be a correlation between vitamin D levels in the blood and vitamin D receptor immunoreactivity in the tumor.

“The study is still blinded,” Dr. De Smedt said. “We will unblind in the coming months and then at the end of the year, maybe next year, we will have the results.”

The study reported by Dr. Gracia-Darder did not receive any specific funding. Dr. Gracia-Darder disclosed that the melanoma unit where the study was performed receives many grants and funds to carry out research. She reported no other relevant financial relationships. Dr. De Smedt had no relevant financial relationships. The ViDMe study is sponsored by the Universitaire Ziekenhuizen Leuven.

A version of this article first appeared on Medscape.com.

Purpose

Examine hepatitis B virus (HBV) testing in veterans receiving systemic anticancer treatment (SACT) in the Veterans Health Administration (VHA).

Background

HBV reactivation is reported in patients with chronic (HB surface antigen, HBsAg, positive) or prior (HB core antibody, HBcAb, positive) HBV infection, who receive SACT. A recent American Society of Clinical Oncology provisional clinical opinion update recommended HBV screening for all patients prior to initiation of SACT (excluding hormonal therapy). HBV testing and the incidence of hepatitis in veterans receiving SACT in the VHA has not been reported.

Methods/Data Analysis

VHA EHR data were used to identify veterans receiving SACT (01/2010-12/2021). Testing for HBsAg, HBcAb and alanine aminotransferase (ALT) was extracted. Patients known to have HBV or elevated ALT prior to first SACT, and those receiving anti-CD20 were excluded. Patients were followed until two years after the last SACT or 12/2021, whichever occurred first. Patients receiving intravenous SACT and those receiving oral SACT are described separately.

Results

Between 2010 and 2021, 215,395 veterans received an intravenous SACT, while 80,752 veterans received an oral SACT. Of patients treated with an SACT, 80% had no evidence of HBsAg or HBcAb testing prior to treatment initiation, and 8-12% experienced at least one elevated ALT between treatment initiation and two years after the last SACT. There was no evidence of increased ALT elevation in patients who were not tested compared to those that were tested prior to treatment initiation. In patients with at least one ALT elevation, approximately 30% were tested for HBV and of these, 3% tested positive.

Conclusions/Implications

Most veterans receiving SACT are not tested for HBV prior to treatment initiation, and do not experience elevated ALTs. In patients with elevated ALT during or subsequent to SACT, the majority are not tested for HBV. Veterans that are tested reveal an HBV prevalence of about 10%. Our results suggest that HBV testing prior to SACT initiation should not be at the expense of delaying treatment, given the magnitude of proposed change from current practice and the anticipated low probability of benefit.

Purpose

Examine hepatitis B virus (HBV) testing in veterans receiving systemic anticancer treatment (SACT) in the Veterans Health Administration (VHA).

Background

HBV reactivation is reported in patients with chronic (HB surface antigen, HBsAg, positive) or prior (HB core antibody, HBcAb, positive) HBV infection, who receive SACT. A recent American Society of Clinical Oncology provisional clinical opinion update recommended HBV screening for all patients prior to initiation of SACT (excluding hormonal therapy). HBV testing and the incidence of hepatitis in veterans receiving SACT in the VHA has not been reported.

Methods/Data Analysis

VHA EHR data were used to identify veterans receiving SACT (01/2010-12/2021). Testing for HBsAg, HBcAb and alanine aminotransferase (ALT) was extracted. Patients known to have HBV or elevated ALT prior to first SACT, and those receiving anti-CD20 were excluded. Patients were followed until two years after the last SACT or 12/2021, whichever occurred first. Patients receiving intravenous SACT and those receiving oral SACT are described separately.

Results

Between 2010 and 2021, 215,395 veterans received an intravenous SACT, while 80,752 veterans received an oral SACT. Of patients treated with an SACT, 80% had no evidence of HBsAg or HBcAb testing prior to treatment initiation, and 8-12% experienced at least one elevated ALT between treatment initiation and two years after the last SACT. There was no evidence of increased ALT elevation in patients who were not tested compared to those that were tested prior to treatment initiation. In patients with at least one ALT elevation, approximately 30% were tested for HBV and of these, 3% tested positive.

Conclusions/Implications

Most veterans receiving SACT are not tested for HBV prior to treatment initiation, and do not experience elevated ALTs. In patients with elevated ALT during or subsequent to SACT, the majority are not tested for HBV. Veterans that are tested reveal an HBV prevalence of about 10%. Our results suggest that HBV testing prior to SACT initiation should not be at the expense of delaying treatment, given the magnitude of proposed change from current practice and the anticipated low probability of benefit.

Purpose

Examine hepatitis B virus (HBV) testing in veterans receiving systemic anticancer treatment (SACT) in the Veterans Health Administration (VHA).

Background

HBV reactivation is reported in patients with chronic (HB surface antigen, HBsAg, positive) or prior (HB core antibody, HBcAb, positive) HBV infection, who receive SACT. A recent American Society of Clinical Oncology provisional clinical opinion update recommended HBV screening for all patients prior to initiation of SACT (excluding hormonal therapy). HBV testing and the incidence of hepatitis in veterans receiving SACT in the VHA has not been reported.

Methods/Data Analysis

VHA EHR data were used to identify veterans receiving SACT (01/2010-12/2021). Testing for HBsAg, HBcAb and alanine aminotransferase (ALT) was extracted. Patients known to have HBV or elevated ALT prior to first SACT, and those receiving anti-CD20 were excluded. Patients were followed until two years after the last SACT or 12/2021, whichever occurred first. Patients receiving intravenous SACT and those receiving oral SACT are described separately.

Results

Between 2010 and 2021, 215,395 veterans received an intravenous SACT, while 80,752 veterans received an oral SACT. Of patients treated with an SACT, 80% had no evidence of HBsAg or HBcAb testing prior to treatment initiation, and 8-12% experienced at least one elevated ALT between treatment initiation and two years after the last SACT. There was no evidence of increased ALT elevation in patients who were not tested compared to those that were tested prior to treatment initiation. In patients with at least one ALT elevation, approximately 30% were tested for HBV and of these, 3% tested positive.

Conclusions/Implications

Most veterans receiving SACT are not tested for HBV prior to treatment initiation, and do not experience elevated ALTs. In patients with elevated ALT during or subsequent to SACT, the majority are not tested for HBV. Veterans that are tested reveal an HBV prevalence of about 10%. Our results suggest that HBV testing prior to SACT initiation should not be at the expense of delaying treatment, given the magnitude of proposed change from current practice and the anticipated low probability of benefit.