Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment

Abstract Background Although impaired cognitive control is common during the acute detoxification phase of substance use disorders (SUD) and is considered a major cause of relapse, it remains unclear after prolonged methadone maintenance treatment (MMT). The aim of the present study was to elucidate...

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Main Authors: Wei Zhao, Fan Duan, Xiangyu Li, Junda Li, Lingling Xia, Zixuan Ren, Yegang Li, Li Song, Peipei Song, Linlin Mu, Lijin Wang, Jing Zhang, Xun Song, Ze Wang, Jinxuan Chen, Xiaochu Zhang, Dongliang Jiao
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Language:English
Published: BMC 2025-01-01
Series:BMC Psychiatry
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Online Access:https://doi.org/10.1186/s12888-025-06523-x
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author Wei Zhao
Fan Duan
Xiangyu Li
Junda Li
Lingling Xia
Zixuan Ren
Yegang Li
Li Song
Peipei Song
Linlin Mu
Lijin Wang
Jing Zhang
Xun Song
Ze Wang
Jinxuan Chen
Xiaochu Zhang
Dongliang Jiao
author_facet Wei Zhao
Fan Duan
Xiangyu Li
Junda Li
Lingling Xia
Zixuan Ren
Yegang Li
Li Song
Peipei Song
Linlin Mu
Lijin Wang
Jing Zhang
Xun Song
Ze Wang
Jinxuan Chen
Xiaochu Zhang
Dongliang Jiao
author_sort Wei Zhao
collection DOAJ
description Abstract Background Although impaired cognitive control is common during the acute detoxification phase of substance use disorders (SUD) and is considered a major cause of relapse, it remains unclear after prolonged methadone maintenance treatment (MMT). The aim of the present study was to elucidate cognitive control in individuals with heroin use disorder (HUD) after prolonged MMT and its association with previous relapse. Methods A total of 63 HUD subjects (41 subjects with previous relapse and 22 non-relapse subjects, mean MMT duration: 12.24 ± 2.92 years) and 31 healthy controls were enrolled in this study. Eye tracking tasks, prospective memory tasks, the Behavior Rating Inventory of Executive Function-Adult Version (BRIEF-A) and the Prospective and Retrospective Memory Questionnaire (PRMQ) were used to assess cognitive control. Results HUD individuals exhibited worse saccade error rate and executive dysfunction but showed no significant impairment in prospective memory. Additionally, the relapsers performed worse in terms of antisaccade amplitude and velocity at higher difficulty gradients (11° or 16°). Antisaccade performance in terms of amplitude and velocity was negatively correlated with executive function scores. Deficits in inhibition, cognitive flexibility, and self-monitoring were found to mediate the relationship between previous relapse and impaired antisaccade performance. Conclusions Even after prolonged MMT, HUD individuals still show partial impairments in cognitive control and antisaccade performance. Previous relapse exacerbates cognitive control deficits through executive dysfunction in inhibition, cognitive flexibility and self-monitoring, which can be screened by higher difficulty of antisaccade amplitude and velocity. More importantly, saccade error rate can reflect impaired inhibitory control in HUD individuals, whereas antisaccade amplitude and velocity appear to have potential diagnostic value for relapse.
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spelling doaj-art-b679bcc3d7574cf2bcd825f26f1295ec2025-02-02T12:36:02ZengBMCBMC Psychiatry1471-244X2025-01-0125111310.1186/s12888-025-06523-xCognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatmentWei Zhao0Fan Duan1Xiangyu Li2Junda Li3Lingling Xia4Zixuan Ren5Yegang Li6Li Song7Peipei Song8Linlin Mu9Lijin Wang10Jing Zhang11Xun Song12Ze Wang13Jinxuan Chen14Xiaochu Zhang15Dongliang Jiao16School of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversityThe Fourth People’s Hospital of Bengbu CityThe Fourth People’s Hospital of Bengbu CitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversitySchool of Mental Health, Bengbu Medical UniversityAbstract Background Although impaired cognitive control is common during the acute detoxification phase of substance use disorders (SUD) and is considered a major cause of relapse, it remains unclear after prolonged methadone maintenance treatment (MMT). The aim of the present study was to elucidate cognitive control in individuals with heroin use disorder (HUD) after prolonged MMT and its association with previous relapse. Methods A total of 63 HUD subjects (41 subjects with previous relapse and 22 non-relapse subjects, mean MMT duration: 12.24 ± 2.92 years) and 31 healthy controls were enrolled in this study. Eye tracking tasks, prospective memory tasks, the Behavior Rating Inventory of Executive Function-Adult Version (BRIEF-A) and the Prospective and Retrospective Memory Questionnaire (PRMQ) were used to assess cognitive control. Results HUD individuals exhibited worse saccade error rate and executive dysfunction but showed no significant impairment in prospective memory. Additionally, the relapsers performed worse in terms of antisaccade amplitude and velocity at higher difficulty gradients (11° or 16°). Antisaccade performance in terms of amplitude and velocity was negatively correlated with executive function scores. Deficits in inhibition, cognitive flexibility, and self-monitoring were found to mediate the relationship between previous relapse and impaired antisaccade performance. Conclusions Even after prolonged MMT, HUD individuals still show partial impairments in cognitive control and antisaccade performance. Previous relapse exacerbates cognitive control deficits through executive dysfunction in inhibition, cognitive flexibility and self-monitoring, which can be screened by higher difficulty of antisaccade amplitude and velocity. More importantly, saccade error rate can reflect impaired inhibitory control in HUD individuals, whereas antisaccade amplitude and velocity appear to have potential diagnostic value for relapse.https://doi.org/10.1186/s12888-025-06523-xHeroin use disorderRelapseMethadone maintenance treatmentCognitive controlExecutive functionProspective memory
spellingShingle Wei Zhao
Fan Duan
Xiangyu Li
Junda Li
Lingling Xia
Zixuan Ren
Yegang Li
Li Song
Peipei Song
Linlin Mu
Lijin Wang
Jing Zhang
Xun Song
Ze Wang
Jinxuan Chen
Xiaochu Zhang
Dongliang Jiao
Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
BMC Psychiatry
Heroin use disorder
Relapse
Methadone maintenance treatment
Cognitive control
Executive function
Prospective memory
title Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
title_full Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
title_fullStr Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
title_full_unstemmed Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
title_short Cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
title_sort cognitive control in individuals with heroin use disorder after prolonged methadone maintenance treatment
topic Heroin use disorder
Relapse
Methadone maintenance treatment
Cognitive control
Executive function
Prospective memory
url https://doi.org/10.1186/s12888-025-06523-x
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