Ventromedial Prefrontal-Anterior Cingulate Hyperconnectivity and Resilience to Apathy in Traumatic Brain Injury
Apathy is a common and impairing sequela of traumatic brain injury (TBI). Yet, little is known about the neural mechanisms determining in which patients apathy does or does not develop post-TBI. We aimed to elucidate the impact of TBI on motivational neural circuits and how this shapes apathy over t...
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Veröffentlicht in: | Journal of neurotrauma 2021-08, Vol.38 (16), p.2264-2274 |
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creator | Hogeveen, Jeremy Aragon, Denicia F Rogge-Obando, Kimberly Campbell, Richard A Shuttleworth, C William Avila-Rieger, Rebecca E Yeo, Ronald A Wilson, J Kevin Fratzke, Violet Brandt, Emma Story-Remer, Jacqueline Gill, Darbi Mayer, Andrew R Cavanagh, James F Quinn, Davin K |
description | Apathy is a common and impairing sequela of traumatic brain injury (TBI). Yet, little is known about the neural mechanisms determining in which patients apathy does or does not develop post-TBI. We aimed to elucidate the impact of TBI on motivational neural circuits and how this shapes apathy over the course of TBI recovery. Resting-state functional magnetic resonance imaging data were collected in patients with subacute mild TBI (
= 44), chronic mild-to-moderate TBI (
= 26), and nonbrain-injured control participants (CTRL;
= 28). We measured ventromedial prefrontal cortex (vmPFC) functional connectivity (FC) as a function of apathy, using an
vmPFC seed adopted from a motivated decision-making study in an independent TBI study cohort. Patients reported apathy using a well-validated tool for assaying apathy in TBI. The vmPFC-to-wholebrain FC was contrasted between groups, and we fit regression models with apathy predicting vmPFC FC. Subacute and chronic TBI caused increased apathy relative to CTRL, replicating previous work suggesting that apathy has an enduring impact in TBI. The vmPFC was functionally connected to the canonical default network, and this architecture did not differ between subacute TBI, chronic TBI, and CTRL groups. Critically, in TBI, increased apathy scores predicted decreased vmPFC-dorsal anterior cingulate cortex (dACC) FC. Last, we subdivided the TBI group based on patients above versus below the threshold for "clinically significant apathy," finding that TBI patients with clinically significant apathy demonstrated comparable vmPFC-dACC FC to CTRLs, whereas TBI patients with subthreshold apathy scores demonstrated vmPFC-dACC hyperconnectivity relative to both CTRLs and patients with clinically significant apathy. Post-TBI vmPFC-dACC hyperconnectivity may represent an adaptive compensatory response, helping to maintain motivation and enabling resilience to the development of apathy after neurotrauma. Given the role of vmPFC-dACC circuits in value-based decision making, rehabilitation strategies designed to improve this ability may help to reduce apathy and improve functional outcomes in TBI. |
doi_str_mv | 10.1089/neu.2020.7363 |
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= 44), chronic mild-to-moderate TBI (
= 26), and nonbrain-injured control participants (CTRL;
= 28). We measured ventromedial prefrontal cortex (vmPFC) functional connectivity (FC) as a function of apathy, using an
vmPFC seed adopted from a motivated decision-making study in an independent TBI study cohort. Patients reported apathy using a well-validated tool for assaying apathy in TBI. The vmPFC-to-wholebrain FC was contrasted between groups, and we fit regression models with apathy predicting vmPFC FC. Subacute and chronic TBI caused increased apathy relative to CTRL, replicating previous work suggesting that apathy has an enduring impact in TBI. The vmPFC was functionally connected to the canonical default network, and this architecture did not differ between subacute TBI, chronic TBI, and CTRL groups. Critically, in TBI, increased apathy scores predicted decreased vmPFC-dorsal anterior cingulate cortex (dACC) FC. Last, we subdivided the TBI group based on patients above versus below the threshold for "clinically significant apathy," finding that TBI patients with clinically significant apathy demonstrated comparable vmPFC-dACC FC to CTRLs, whereas TBI patients with subthreshold apathy scores demonstrated vmPFC-dACC hyperconnectivity relative to both CTRLs and patients with clinically significant apathy. Post-TBI vmPFC-dACC hyperconnectivity may represent an adaptive compensatory response, helping to maintain motivation and enabling resilience to the development of apathy after neurotrauma. Given the role of vmPFC-dACC circuits in value-based decision making, rehabilitation strategies designed to improve this ability may help to reduce apathy and improve functional outcomes in TBI.</description><identifier>ISSN: 0897-7151</identifier><identifier>EISSN: 1557-9042</identifier><identifier>DOI: 10.1089/neu.2020.7363</identifier><identifier>PMID: 33787328</identifier><language>eng</language><publisher>United States: Mary Ann Liebert, Inc</publisher><subject>Adult ; Apathy ; Apathy - physiology ; Behavior ; Brain Injuries, Traumatic - diagnostic imaging ; Brain Injuries, Traumatic - physiopathology ; Brain Injuries, Traumatic - psychology ; Brain Mapping ; Case-Control Studies ; Clinical significance ; Cortex (cingulate) ; Decision making ; Education ; Emergency medical care ; Emotional behavior ; Female ; Functional magnetic resonance imaging ; Gyrus Cinguli - diagnostic imaging ; Gyrus Cinguli - physiopathology ; Head injuries ; Humans ; Magnetic Resonance Imaging ; Male ; Motivation ; Motivation - physiology ; Neural networks ; Neuroimaging ; Original ; Patients ; Prefrontal cortex ; Prefrontal Cortex - diagnostic imaging ; Prefrontal Cortex - physiopathology ; Recovery of function ; Regression analysis ; Rehabilitation ; Resilience, Psychological - physiology ; Traumatic brain injury ; Young Adult</subject><ispartof>Journal of neurotrauma, 2021-08, Vol.38 (16), p.2264-2274</ispartof><rights>Copyright Mary Ann Liebert, Inc. Aug 2021</rights><rights>Copyright 2021, Mary Ann Liebert, Inc., publishers 2021 Mary Ann Liebert, Inc., publishers</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-c7bf663897e598cb528f9b7377f2b79609a7f075398006fd1605b48811f050563</citedby><cites>FETCH-LOGICAL-c415t-c7bf663897e598cb528f9b7377f2b79609a7f075398006fd1605b48811f050563</cites></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/33787328$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hogeveen, Jeremy</creatorcontrib><creatorcontrib>Aragon, Denicia F</creatorcontrib><creatorcontrib>Rogge-Obando, Kimberly</creatorcontrib><creatorcontrib>Campbell, Richard A</creatorcontrib><creatorcontrib>Shuttleworth, C William</creatorcontrib><creatorcontrib>Avila-Rieger, Rebecca E</creatorcontrib><creatorcontrib>Yeo, Ronald A</creatorcontrib><creatorcontrib>Wilson, J Kevin</creatorcontrib><creatorcontrib>Fratzke, Violet</creatorcontrib><creatorcontrib>Brandt, Emma</creatorcontrib><creatorcontrib>Story-Remer, Jacqueline</creatorcontrib><creatorcontrib>Gill, Darbi</creatorcontrib><creatorcontrib>Mayer, Andrew R</creatorcontrib><creatorcontrib>Cavanagh, James F</creatorcontrib><creatorcontrib>Quinn, Davin K</creatorcontrib><title>Ventromedial Prefrontal-Anterior Cingulate Hyperconnectivity and Resilience to Apathy in Traumatic Brain Injury</title><title>Journal of neurotrauma</title><addtitle>J Neurotrauma</addtitle><description>Apathy is a common and impairing sequela of traumatic brain injury (TBI). Yet, little is known about the neural mechanisms determining in which patients apathy does or does not develop post-TBI. We aimed to elucidate the impact of TBI on motivational neural circuits and how this shapes apathy over the course of TBI recovery. Resting-state functional magnetic resonance imaging data were collected in patients with subacute mild TBI (
= 44), chronic mild-to-moderate TBI (
= 26), and nonbrain-injured control participants (CTRL;
= 28). We measured ventromedial prefrontal cortex (vmPFC) functional connectivity (FC) as a function of apathy, using an
vmPFC seed adopted from a motivated decision-making study in an independent TBI study cohort. Patients reported apathy using a well-validated tool for assaying apathy in TBI. The vmPFC-to-wholebrain FC was contrasted between groups, and we fit regression models with apathy predicting vmPFC FC. Subacute and chronic TBI caused increased apathy relative to CTRL, replicating previous work suggesting that apathy has an enduring impact in TBI. The vmPFC was functionally connected to the canonical default network, and this architecture did not differ between subacute TBI, chronic TBI, and CTRL groups. Critically, in TBI, increased apathy scores predicted decreased vmPFC-dorsal anterior cingulate cortex (dACC) FC. Last, we subdivided the TBI group based on patients above versus below the threshold for "clinically significant apathy," finding that TBI patients with clinically significant apathy demonstrated comparable vmPFC-dACC FC to CTRLs, whereas TBI patients with subthreshold apathy scores demonstrated vmPFC-dACC hyperconnectivity relative to both CTRLs and patients with clinically significant apathy. Post-TBI vmPFC-dACC hyperconnectivity may represent an adaptive compensatory response, helping to maintain motivation and enabling resilience to the development of apathy after neurotrauma. Given the role of vmPFC-dACC circuits in value-based decision making, rehabilitation strategies designed to improve this ability may help to reduce apathy and improve functional outcomes in TBI.</description><subject>Adult</subject><subject>Apathy</subject><subject>Apathy - physiology</subject><subject>Behavior</subject><subject>Brain Injuries, Traumatic - diagnostic imaging</subject><subject>Brain Injuries, Traumatic - physiopathology</subject><subject>Brain Injuries, Traumatic - psychology</subject><subject>Brain Mapping</subject><subject>Case-Control Studies</subject><subject>Clinical significance</subject><subject>Cortex (cingulate)</subject><subject>Decision making</subject><subject>Education</subject><subject>Emergency medical care</subject><subject>Emotional behavior</subject><subject>Female</subject><subject>Functional magnetic resonance imaging</subject><subject>Gyrus Cinguli - diagnostic imaging</subject><subject>Gyrus Cinguli - physiopathology</subject><subject>Head injuries</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Motivation</subject><subject>Motivation - physiology</subject><subject>Neural networks</subject><subject>Neuroimaging</subject><subject>Original</subject><subject>Patients</subject><subject>Prefrontal cortex</subject><subject>Prefrontal Cortex - diagnostic imaging</subject><subject>Prefrontal Cortex - physiopathology</subject><subject>Recovery of function</subject><subject>Regression analysis</subject><subject>Rehabilitation</subject><subject>Resilience, Psychological - physiology</subject><subject>Traumatic brain injury</subject><subject>Young Adult</subject><issn>0897-7151</issn><issn>1557-9042</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkc1rGzEQxUVoSRw3x1yLoJde1h2tVh97KbgmXxBIKEmuQitrE5m15ErawP73kUka2pyGYX483puH0CmBBQHZ_vB2XNRQw0JQTg_QjDAmqhaa-hOalbuoBGHkCB2ntAEglNfiEB1RKqSgtZyh8GB9jmFr104P-DbaPgaf9VAtfbbRhYhXzj-Og84WX047G03w3prsnl2esPZr_NsmNzjrjcU54OVO56cJO4_voh63OjuDf0Vd9iu_GeP0BX3u9ZDsyduco_vzs7vVZXV9c3G1Wl5XpiEsV0Z0Pee0-LeslaZjtezbTlAh-roTLYdWix4Eo60E4P2acGBdIyUhPTBgnM7Rz1fd3diVcGafUg9qF91Wx0kF7dT_F--e1GN4VrK8BZqmCHx_E4jhz2hTVluXjB0G7W0Yk6oZCM4lLx7m6NsHdBPG6Eu8QrG2QEW0UNUrZWJIqTz63QwBta9SlSrVvkq1r7LwX_9N8E7_7Y6-AOeim1g</recordid><startdate>20210815</startdate><enddate>20210815</enddate><creator>Hogeveen, Jeremy</creator><creator>Aragon, Denicia F</creator><creator>Rogge-Obando, Kimberly</creator><creator>Campbell, Richard A</creator><creator>Shuttleworth, C William</creator><creator>Avila-Rieger, Rebecca E</creator><creator>Yeo, Ronald A</creator><creator>Wilson, J Kevin</creator><creator>Fratzke, Violet</creator><creator>Brandt, Emma</creator><creator>Story-Remer, Jacqueline</creator><creator>Gill, Darbi</creator><creator>Mayer, Andrew R</creator><creator>Cavanagh, James F</creator><creator>Quinn, Davin K</creator><general>Mary Ann Liebert, Inc</general><general>Mary Ann Liebert, Inc., publishers</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20210815</creationdate><title>Ventromedial Prefrontal-Anterior Cingulate Hyperconnectivity and Resilience to Apathy in Traumatic Brain Injury</title><author>Hogeveen, Jeremy ; Aragon, Denicia F ; Rogge-Obando, Kimberly ; Campbell, Richard A ; Shuttleworth, C William ; Avila-Rieger, Rebecca E ; Yeo, Ronald A ; Wilson, J Kevin ; Fratzke, Violet ; Brandt, Emma ; Story-Remer, Jacqueline ; Gill, Darbi ; Mayer, Andrew R ; Cavanagh, James F ; Quinn, Davin K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-c7bf663897e598cb528f9b7377f2b79609a7f075398006fd1605b48811f050563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Apathy</topic><topic>Apathy - physiology</topic><topic>Behavior</topic><topic>Brain Injuries, Traumatic - diagnostic imaging</topic><topic>Brain Injuries, Traumatic - physiopathology</topic><topic>Brain Injuries, Traumatic - psychology</topic><topic>Brain Mapping</topic><topic>Case-Control Studies</topic><topic>Clinical significance</topic><topic>Cortex (cingulate)</topic><topic>Decision making</topic><topic>Education</topic><topic>Emergency medical care</topic><topic>Emotional behavior</topic><topic>Female</topic><topic>Functional magnetic resonance imaging</topic><topic>Gyrus Cinguli - diagnostic imaging</topic><topic>Gyrus Cinguli - physiopathology</topic><topic>Head injuries</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Motivation</topic><topic>Motivation - physiology</topic><topic>Neural networks</topic><topic>Neuroimaging</topic><topic>Original</topic><topic>Patients</topic><topic>Prefrontal cortex</topic><topic>Prefrontal Cortex - diagnostic imaging</topic><topic>Prefrontal Cortex - physiopathology</topic><topic>Recovery of function</topic><topic>Regression analysis</topic><topic>Rehabilitation</topic><topic>Resilience, Psychological - physiology</topic><topic>Traumatic brain injury</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hogeveen, Jeremy</creatorcontrib><creatorcontrib>Aragon, Denicia F</creatorcontrib><creatorcontrib>Rogge-Obando, Kimberly</creatorcontrib><creatorcontrib>Campbell, Richard A</creatorcontrib><creatorcontrib>Shuttleworth, C William</creatorcontrib><creatorcontrib>Avila-Rieger, Rebecca E</creatorcontrib><creatorcontrib>Yeo, Ronald A</creatorcontrib><creatorcontrib>Wilson, J Kevin</creatorcontrib><creatorcontrib>Fratzke, Violet</creatorcontrib><creatorcontrib>Brandt, Emma</creatorcontrib><creatorcontrib>Story-Remer, Jacqueline</creatorcontrib><creatorcontrib>Gill, Darbi</creatorcontrib><creatorcontrib>Mayer, Andrew R</creatorcontrib><creatorcontrib>Cavanagh, James F</creatorcontrib><creatorcontrib>Quinn, Davin K</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of neurotrauma</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hogeveen, Jeremy</au><au>Aragon, Denicia F</au><au>Rogge-Obando, Kimberly</au><au>Campbell, Richard A</au><au>Shuttleworth, C William</au><au>Avila-Rieger, Rebecca E</au><au>Yeo, Ronald A</au><au>Wilson, J Kevin</au><au>Fratzke, Violet</au><au>Brandt, Emma</au><au>Story-Remer, Jacqueline</au><au>Gill, Darbi</au><au>Mayer, Andrew R</au><au>Cavanagh, James F</au><au>Quinn, Davin K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ventromedial Prefrontal-Anterior Cingulate Hyperconnectivity and Resilience to Apathy in Traumatic Brain Injury</atitle><jtitle>Journal of neurotrauma</jtitle><addtitle>J Neurotrauma</addtitle><date>2021-08-15</date><risdate>2021</risdate><volume>38</volume><issue>16</issue><spage>2264</spage><epage>2274</epage><pages>2264-2274</pages><issn>0897-7151</issn><eissn>1557-9042</eissn><abstract>Apathy is a common and impairing sequela of traumatic brain injury (TBI). Yet, little is known about the neural mechanisms determining in which patients apathy does or does not develop post-TBI. We aimed to elucidate the impact of TBI on motivational neural circuits and how this shapes apathy over the course of TBI recovery. Resting-state functional magnetic resonance imaging data were collected in patients with subacute mild TBI (
= 44), chronic mild-to-moderate TBI (
= 26), and nonbrain-injured control participants (CTRL;
= 28). We measured ventromedial prefrontal cortex (vmPFC) functional connectivity (FC) as a function of apathy, using an
vmPFC seed adopted from a motivated decision-making study in an independent TBI study cohort. Patients reported apathy using a well-validated tool for assaying apathy in TBI. The vmPFC-to-wholebrain FC was contrasted between groups, and we fit regression models with apathy predicting vmPFC FC. Subacute and chronic TBI caused increased apathy relative to CTRL, replicating previous work suggesting that apathy has an enduring impact in TBI. The vmPFC was functionally connected to the canonical default network, and this architecture did not differ between subacute TBI, chronic TBI, and CTRL groups. Critically, in TBI, increased apathy scores predicted decreased vmPFC-dorsal anterior cingulate cortex (dACC) FC. Last, we subdivided the TBI group based on patients above versus below the threshold for "clinically significant apathy," finding that TBI patients with clinically significant apathy demonstrated comparable vmPFC-dACC FC to CTRLs, whereas TBI patients with subthreshold apathy scores demonstrated vmPFC-dACC hyperconnectivity relative to both CTRLs and patients with clinically significant apathy. Post-TBI vmPFC-dACC hyperconnectivity may represent an adaptive compensatory response, helping to maintain motivation and enabling resilience to the development of apathy after neurotrauma. Given the role of vmPFC-dACC circuits in value-based decision making, rehabilitation strategies designed to improve this ability may help to reduce apathy and improve functional outcomes in TBI.</abstract><cop>United States</cop><pub>Mary Ann Liebert, Inc</pub><pmid>33787328</pmid><doi>10.1089/neu.2020.7363</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Apathy Apathy - physiology Behavior Brain Injuries, Traumatic - diagnostic imaging Brain Injuries, Traumatic - physiopathology Brain Injuries, Traumatic - psychology Brain Mapping Case-Control Studies Clinical significance Cortex (cingulate) Decision making Education Emergency medical care Emotional behavior Female Functional magnetic resonance imaging Gyrus Cinguli - diagnostic imaging Gyrus Cinguli - physiopathology Head injuries Humans Magnetic Resonance Imaging Male Motivation Motivation - physiology Neural networks Neuroimaging Original Patients Prefrontal cortex Prefrontal Cortex - diagnostic imaging Prefrontal Cortex - physiopathology Recovery of function Regression analysis Rehabilitation Resilience, Psychological - physiology Traumatic brain injury Young Adult |
title | Ventromedial Prefrontal-Anterior Cingulate Hyperconnectivity and Resilience to Apathy in Traumatic Brain Injury |
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