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Reward related ventral striatal activity and differential response to sertraline versus placebo in depressed individuals
Medications to treat major depressive disorder (MDD) are not equally effective across patients. Given that neural response to rewards is altered in MDD and given that reward-related circuitry is modulated by dopamine and serotonin, we examined, for the first time, whether reward-related neural activ...
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Published in: | Molecular psychiatry 2020-07, Vol.25 (7), p.1526-1536 |
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creator | Greenberg, Tsafrir Fournier, Jay C. Stiffler, Richelle Chase, Henry W. Almeida, Jorge R. Aslam, Haris Deckersbach, Thilo Cooper, Crystal Toups, Marisa S. Carmody, Tom Kurian, Benji Peltier, Scott Adams, Phillip McInnis, Melvin G. Oquendo, Maria A. Fava, Maurizio Parsey, Ramin McGrath, Patrick J. Weissman, Myrna Trivedi, Madhukar Phillips, Mary L. |
description | Medications to treat major depressive disorder (MDD) are not equally effective across patients. Given that neural response to rewards is altered in MDD and given that reward-related circuitry is modulated by dopamine and serotonin, we examined, for the first time, whether reward-related neural activity moderated response to sertraline, an antidepressant medication that targets these neurotransmitters. A total of 222 unmedicated adults with MDD randomized to receive sertraline (
n
= 110) or placebo (
n
= 112) in the Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC) study completed demographic and clinical assessments, and pretreatment functional magnetic resonance imaging while performing a reward task. We tested whether an index of reward system function in the ventral striatum (VS), a key reward circuitry region, moderated differential response to sertraline versus placebo, assessed with the Hamilton Rating Scale for Depression (HSRD) over 8 weeks. We observed a significant moderation effect of the reward index, reflecting the temporal dynamics of VS activity, on week-8 depression levels (Fs ≥ 9.67, ps ≤ 0.002). Specifically, VS responses that were abnormal with respect to predictions from reinforcement learning theory were associated with lower week-8 depression symptoms in the sertraline versus placebo arms. Thus, a more abnormal pattern of pretreatment VS dynamic response to reward expectancy (expected outcome value) and prediction error (difference between expected and actual outcome), likely reflecting serotonergic and dopaminergic deficits, was associated with better response to sertraline than placebo. Pretreatment measures of reward-related VS activity may serve as objective neural markers to advance efforts to personalize interventions by guiding individual-level choice of antidepressant treatment. |
doi_str_mv | 10.1038/s41380-019-0490-5 |
format | article |
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n
= 110) or placebo (
n
= 112) in the Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC) study completed demographic and clinical assessments, and pretreatment functional magnetic resonance imaging while performing a reward task. We tested whether an index of reward system function in the ventral striatum (VS), a key reward circuitry region, moderated differential response to sertraline versus placebo, assessed with the Hamilton Rating Scale for Depression (HSRD) over 8 weeks. We observed a significant moderation effect of the reward index, reflecting the temporal dynamics of VS activity, on week-8 depression levels (Fs ≥ 9.67, ps ≤ 0.002). Specifically, VS responses that were abnormal with respect to predictions from reinforcement learning theory were associated with lower week-8 depression symptoms in the sertraline versus placebo arms. Thus, a more abnormal pattern of pretreatment VS dynamic response to reward expectancy (expected outcome value) and prediction error (difference between expected and actual outcome), likely reflecting serotonergic and dopaminergic deficits, was associated with better response to sertraline than placebo. Pretreatment measures of reward-related VS activity may serve as objective neural markers to advance efforts to personalize interventions by guiding individual-level choice of antidepressant treatment.</description><identifier>ISSN: 1359-4184</identifier><identifier>EISSN: 1476-5578</identifier><identifier>DOI: 10.1038/s41380-019-0490-5</identifier><identifier>PMID: 31462766</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>59/36 ; 631/378 ; 692/53/2423 ; Adult ; Antidepressants ; Antidepressive Agents - therapeutic use ; Behavioral Sciences ; Biological Psychology ; Care and treatment ; Depression, Mental ; Depressive Disorder, Major - drug therapy ; Depressive Disorder, Major - physiopathology ; Dopamine ; Dopamine receptors ; Expectancy ; Female ; Functional magnetic resonance imaging ; Humans ; Male ; Medicine ; Medicine & Public Health ; Mental depression ; Neostriatum ; Neurosciences ; Neurotransmitters ; Pharmaceutical industry ; Pharmacotherapy ; Placebos ; Psychiatry ; Reinforcement ; Reward ; Serotonin ; Sertraline ; Sertraline - therapeutic use ; Ventral Striatum - drug effects ; Ventral Striatum - physiology</subject><ispartof>Molecular psychiatry, 2020-07, Vol.25 (7), p.1526-1536</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Limited 2019</rights><rights>COPYRIGHT 2020 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature Limited 2019.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c565t-b5ebaa582ecd6c475680313695c9aabaf21f1361d1949dfb664494f01084512f3</citedby><cites>FETCH-LOGICAL-c565t-b5ebaa582ecd6c475680313695c9aabaf21f1361d1949dfb664494f01084512f3</cites><orcidid>0000-0002-2983-1110 ; 0000-0002-0375-6247</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31462766$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Greenberg, Tsafrir</creatorcontrib><creatorcontrib>Fournier, Jay C.</creatorcontrib><creatorcontrib>Stiffler, Richelle</creatorcontrib><creatorcontrib>Chase, Henry W.</creatorcontrib><creatorcontrib>Almeida, Jorge R.</creatorcontrib><creatorcontrib>Aslam, Haris</creatorcontrib><creatorcontrib>Deckersbach, Thilo</creatorcontrib><creatorcontrib>Cooper, Crystal</creatorcontrib><creatorcontrib>Toups, Marisa S.</creatorcontrib><creatorcontrib>Carmody, Tom</creatorcontrib><creatorcontrib>Kurian, Benji</creatorcontrib><creatorcontrib>Peltier, Scott</creatorcontrib><creatorcontrib>Adams, Phillip</creatorcontrib><creatorcontrib>McInnis, Melvin G.</creatorcontrib><creatorcontrib>Oquendo, Maria A.</creatorcontrib><creatorcontrib>Fava, Maurizio</creatorcontrib><creatorcontrib>Parsey, Ramin</creatorcontrib><creatorcontrib>McGrath, Patrick J.</creatorcontrib><creatorcontrib>Weissman, Myrna</creatorcontrib><creatorcontrib>Trivedi, Madhukar</creatorcontrib><creatorcontrib>Phillips, Mary L.</creatorcontrib><title>Reward related ventral striatal activity and differential response to sertraline versus placebo in depressed individuals</title><title>Molecular psychiatry</title><addtitle>Mol Psychiatry</addtitle><addtitle>Mol Psychiatry</addtitle><description>Medications to treat major depressive disorder (MDD) are not equally effective across patients. Given that neural response to rewards is altered in MDD and given that reward-related circuitry is modulated by dopamine and serotonin, we examined, for the first time, whether reward-related neural activity moderated response to sertraline, an antidepressant medication that targets these neurotransmitters. A total of 222 unmedicated adults with MDD randomized to receive sertraline (
n
= 110) or placebo (
n
= 112) in the Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC) study completed demographic and clinical assessments, and pretreatment functional magnetic resonance imaging while performing a reward task. We tested whether an index of reward system function in the ventral striatum (VS), a key reward circuitry region, moderated differential response to sertraline versus placebo, assessed with the Hamilton Rating Scale for Depression (HSRD) over 8 weeks. We observed a significant moderation effect of the reward index, reflecting the temporal dynamics of VS activity, on week-8 depression levels (Fs ≥ 9.67, ps ≤ 0.002). Specifically, VS responses that were abnormal with respect to predictions from reinforcement learning theory were associated with lower week-8 depression symptoms in the sertraline versus placebo arms. Thus, a more abnormal pattern of pretreatment VS dynamic response to reward expectancy (expected outcome value) and prediction error (difference between expected and actual outcome), likely reflecting serotonergic and dopaminergic deficits, was associated with better response to sertraline than placebo. Pretreatment measures of reward-related VS activity may serve as objective neural markers to advance efforts to personalize interventions by guiding individual-level choice of antidepressant treatment.</description><subject>59/36</subject><subject>631/378</subject><subject>692/53/2423</subject><subject>Adult</subject><subject>Antidepressants</subject><subject>Antidepressive Agents - therapeutic use</subject><subject>Behavioral Sciences</subject><subject>Biological Psychology</subject><subject>Care and treatment</subject><subject>Depression, Mental</subject><subject>Depressive Disorder, Major - drug therapy</subject><subject>Depressive Disorder, Major - physiopathology</subject><subject>Dopamine</subject><subject>Dopamine receptors</subject><subject>Expectancy</subject><subject>Female</subject><subject>Functional magnetic resonance imaging</subject><subject>Humans</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Mental depression</subject><subject>Neostriatum</subject><subject>Neurosciences</subject><subject>Neurotransmitters</subject><subject>Pharmaceutical industry</subject><subject>Pharmacotherapy</subject><subject>Placebos</subject><subject>Psychiatry</subject><subject>Reinforcement</subject><subject>Reward</subject><subject>Serotonin</subject><subject>Sertraline</subject><subject>Sertraline - therapeutic use</subject><subject>Ventral Striatum - drug effects</subject><subject>Ventral Striatum - 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related ventral striatal activity and differential response to sertraline versus placebo in depressed individuals</title><author>Greenberg, Tsafrir ; Fournier, Jay C. ; Stiffler, Richelle ; Chase, Henry W. ; Almeida, Jorge R. ; Aslam, Haris ; Deckersbach, Thilo ; Cooper, Crystal ; Toups, Marisa S. ; Carmody, Tom ; Kurian, Benji ; Peltier, Scott ; Adams, Phillip ; McInnis, Melvin G. ; Oquendo, Maria A. ; Fava, Maurizio ; Parsey, Ramin ; McGrath, Patrick J. ; Weissman, Myrna ; Trivedi, Madhukar ; Phillips, Mary L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c565t-b5ebaa582ecd6c475680313695c9aabaf21f1361d1949dfb664494f01084512f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>59/36</topic><topic>631/378</topic><topic>692/53/2423</topic><topic>Adult</topic><topic>Antidepressants</topic><topic>Antidepressive Agents - therapeutic use</topic><topic>Behavioral 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Maurizio</au><au>Parsey, Ramin</au><au>McGrath, Patrick J.</au><au>Weissman, Myrna</au><au>Trivedi, Madhukar</au><au>Phillips, Mary L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reward related ventral striatal activity and differential response to sertraline versus placebo in depressed individuals</atitle><jtitle>Molecular psychiatry</jtitle><stitle>Mol Psychiatry</stitle><addtitle>Mol Psychiatry</addtitle><date>2020-07-01</date><risdate>2020</risdate><volume>25</volume><issue>7</issue><spage>1526</spage><epage>1536</epage><pages>1526-1536</pages><issn>1359-4184</issn><eissn>1476-5578</eissn><abstract>Medications to treat major depressive disorder (MDD) are not equally effective across patients. Given that neural response to rewards is altered in MDD and given that reward-related circuitry is modulated by dopamine and serotonin, we examined, for the first time, whether reward-related neural activity moderated response to sertraline, an antidepressant medication that targets these neurotransmitters. A total of 222 unmedicated adults with MDD randomized to receive sertraline (
n
= 110) or placebo (
n
= 112) in the Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care (EMBARC) study completed demographic and clinical assessments, and pretreatment functional magnetic resonance imaging while performing a reward task. We tested whether an index of reward system function in the ventral striatum (VS), a key reward circuitry region, moderated differential response to sertraline versus placebo, assessed with the Hamilton Rating Scale for Depression (HSRD) over 8 weeks. We observed a significant moderation effect of the reward index, reflecting the temporal dynamics of VS activity, on week-8 depression levels (Fs ≥ 9.67, ps ≤ 0.002). Specifically, VS responses that were abnormal with respect to predictions from reinforcement learning theory were associated with lower week-8 depression symptoms in the sertraline versus placebo arms. Thus, a more abnormal pattern of pretreatment VS dynamic response to reward expectancy (expected outcome value) and prediction error (difference between expected and actual outcome), likely reflecting serotonergic and dopaminergic deficits, was associated with better response to sertraline than placebo. Pretreatment measures of reward-related VS activity may serve as objective neural markers to advance efforts to personalize interventions by guiding individual-level choice of antidepressant treatment.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>31462766</pmid><doi>10.1038/s41380-019-0490-5</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-2983-1110</orcidid><orcidid>https://orcid.org/0000-0002-0375-6247</orcidid><oa>free_for_read</oa></addata></record> |
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ispartof | Molecular psychiatry, 2020-07, Vol.25 (7), p.1526-1536 |
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language | eng |
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source | Springer Link; Alma/SFX Local Collection |
subjects | 59/36 631/378 692/53/2423 Adult Antidepressants Antidepressive Agents - therapeutic use Behavioral Sciences Biological Psychology Care and treatment Depression, Mental Depressive Disorder, Major - drug therapy Depressive Disorder, Major - physiopathology Dopamine Dopamine receptors Expectancy Female Functional magnetic resonance imaging Humans Male Medicine Medicine & Public Health Mental depression Neostriatum Neurosciences Neurotransmitters Pharmaceutical industry Pharmacotherapy Placebos Psychiatry Reinforcement Reward Serotonin Sertraline Sertraline - therapeutic use Ventral Striatum - drug effects Ventral Striatum - physiology |
title | Reward related ventral striatal activity and differential response to sertraline versus placebo in depressed individuals |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T04%3A48%3A11IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Reward%20related%20ventral%20striatal%20activity%20and%20differential%20response%20to%20sertraline%20versus%20placebo%20in%20depressed%20individuals&rft.jtitle=Molecular%20psychiatry&rft.au=Greenberg,%20Tsafrir&rft.date=2020-07-01&rft.volume=25&rft.issue=7&rft.spage=1526&rft.epage=1536&rft.pages=1526-1536&rft.issn=1359-4184&rft.eissn=1476-5578&rft_id=info:doi/10.1038/s41380-019-0490-5&rft_dat=%3Cgale_pubme%3EA627034317%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c565t-b5ebaa582ecd6c475680313695c9aabaf21f1361d1949dfb664494f01084512f3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2414576595&rft_id=info:pmid/31462766&rft_galeid=A627034317&rfr_iscdi=true |