User login
Researchers have used functional MRI to identify key differences between individuals with depression who respond to cognitive-behavioral therapy and those who don’t.
In a paper published in Science Advances, Filippo Queirazza, MD, PhD, and coauthors reported the outcomes of a study of 37 individuals with untreated depression who took part in an online, self-guided cognitive-behavioral therapy (CBT) program.
The participants – 18 of whom were women – attended an appointment before and 2 months after completing the therapy program, at which they were clinically evaluated by a psychiatrist, and underwent fMRI scanning. Only 26 subjects completed the program and attended the posttreatment appointment, wrote Dr. Queirazza of the Institute of Neuroscience and Psychology at the University of Glasgow, Scotland.
To look for indication of treatment response in fMRI scanning, researchers got participants to do a series of reverse-learning tasks while they were being scanned. That activity involved learning which of two stimuli gave the highest payoff rate.
“The choice of a relevant generative model in MDD is dictated by a wealth of behavioral and neural findings, suggesting that learning from positive (reward) and negative (punishment) feedback [also known as reinforcement learning] is substantially impaired in depressed subjects,” the authors wrote.
The imaging suggested that individuals who responded showed more pretreatment neural activity in areas of the brain that deal with the acquisition and processing of feedback information, and that the level of activity was in proportion to the magnitude of their later treatment response.
They also found that activity in right striatum was best at discriminating responders from nonresponders. Based on their findings, they were able to predict responders as well as did pretreatment BDI-II scores.
“Our finding that neural activity in the right striatum is positively correlated with CBT response is consistent with a previous report that, in a group of adolescents with depression, greater pretreatment striatal responses to both anticipation and presentation of positive feedback during a monetary reward task were linked to posttreatment reduction in depression severity, particularly of anxiety symptoms,” they wrote.
The study was supported by several entities, including the Chief Scientist Office and the Dr Mortimer and Theresa Sackler Foundation. No competing interests were declared.
SOURCE: Queirazza F et al. Sci Adv. 2019 Jul 31. doi: 10.1126/sciadv.aav4962.
Researchers have used functional MRI to identify key differences between individuals with depression who respond to cognitive-behavioral therapy and those who don’t.
In a paper published in Science Advances, Filippo Queirazza, MD, PhD, and coauthors reported the outcomes of a study of 37 individuals with untreated depression who took part in an online, self-guided cognitive-behavioral therapy (CBT) program.
The participants – 18 of whom were women – attended an appointment before and 2 months after completing the therapy program, at which they were clinically evaluated by a psychiatrist, and underwent fMRI scanning. Only 26 subjects completed the program and attended the posttreatment appointment, wrote Dr. Queirazza of the Institute of Neuroscience and Psychology at the University of Glasgow, Scotland.
To look for indication of treatment response in fMRI scanning, researchers got participants to do a series of reverse-learning tasks while they were being scanned. That activity involved learning which of two stimuli gave the highest payoff rate.
“The choice of a relevant generative model in MDD is dictated by a wealth of behavioral and neural findings, suggesting that learning from positive (reward) and negative (punishment) feedback [also known as reinforcement learning] is substantially impaired in depressed subjects,” the authors wrote.
The imaging suggested that individuals who responded showed more pretreatment neural activity in areas of the brain that deal with the acquisition and processing of feedback information, and that the level of activity was in proportion to the magnitude of their later treatment response.
They also found that activity in right striatum was best at discriminating responders from nonresponders. Based on their findings, they were able to predict responders as well as did pretreatment BDI-II scores.
“Our finding that neural activity in the right striatum is positively correlated with CBT response is consistent with a previous report that, in a group of adolescents with depression, greater pretreatment striatal responses to both anticipation and presentation of positive feedback during a monetary reward task were linked to posttreatment reduction in depression severity, particularly of anxiety symptoms,” they wrote.
The study was supported by several entities, including the Chief Scientist Office and the Dr Mortimer and Theresa Sackler Foundation. No competing interests were declared.
SOURCE: Queirazza F et al. Sci Adv. 2019 Jul 31. doi: 10.1126/sciadv.aav4962.
Researchers have used functional MRI to identify key differences between individuals with depression who respond to cognitive-behavioral therapy and those who don’t.
In a paper published in Science Advances, Filippo Queirazza, MD, PhD, and coauthors reported the outcomes of a study of 37 individuals with untreated depression who took part in an online, self-guided cognitive-behavioral therapy (CBT) program.
The participants – 18 of whom were women – attended an appointment before and 2 months after completing the therapy program, at which they were clinically evaluated by a psychiatrist, and underwent fMRI scanning. Only 26 subjects completed the program and attended the posttreatment appointment, wrote Dr. Queirazza of the Institute of Neuroscience and Psychology at the University of Glasgow, Scotland.
To look for indication of treatment response in fMRI scanning, researchers got participants to do a series of reverse-learning tasks while they were being scanned. That activity involved learning which of two stimuli gave the highest payoff rate.
“The choice of a relevant generative model in MDD is dictated by a wealth of behavioral and neural findings, suggesting that learning from positive (reward) and negative (punishment) feedback [also known as reinforcement learning] is substantially impaired in depressed subjects,” the authors wrote.
The imaging suggested that individuals who responded showed more pretreatment neural activity in areas of the brain that deal with the acquisition and processing of feedback information, and that the level of activity was in proportion to the magnitude of their later treatment response.
They also found that activity in right striatum was best at discriminating responders from nonresponders. Based on their findings, they were able to predict responders as well as did pretreatment BDI-II scores.
“Our finding that neural activity in the right striatum is positively correlated with CBT response is consistent with a previous report that, in a group of adolescents with depression, greater pretreatment striatal responses to both anticipation and presentation of positive feedback during a monetary reward task were linked to posttreatment reduction in depression severity, particularly of anxiety symptoms,” they wrote.
The study was supported by several entities, including the Chief Scientist Office and the Dr Mortimer and Theresa Sackler Foundation. No competing interests were declared.
SOURCE: Queirazza F et al. Sci Adv. 2019 Jul 31. doi: 10.1126/sciadv.aav4962.
FROM SCIENCE ADVANCES