Cargando…

S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER

BACKGROUND: Abnormal reward sensitivity is a biosignature to mood disorders spectrum. Recent data suggested either elevated or preserved positive but impaired negative reinforcement learning in patients with bipolar disorder. Functional MRI studies provided extra evidence on heightened reward sensit...

Descripción completa

Detalles Bibliográficos
Autores principales: Kwun Nam Chan, Joe, Chung Man Ng, Mary, Fei Wong, Cheuk, Fung Wo, Sui, Sau Man Wong, Corine, Ming Hui, Lai, Wa Chan, Kit, Ming Lee, Ho, Nam Suen, Yi, Chen, Eric, Chung Chang, Wing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234365/
http://dx.doi.org/10.1093/schbul/sbaa031.148
_version_ 1783535745559953408
author Kwun Nam Chan, Joe
Chung Man Ng, Mary
Fei Wong, Cheuk
Fung Wo, Sui
Sau Man Wong, Corine
Ming Hui, Lai
Wa Chan, Kit
Ming Lee, Ho
Nam Suen, Yi
Chen, Eric
Chung Chang, Wing
author_facet Kwun Nam Chan, Joe
Chung Man Ng, Mary
Fei Wong, Cheuk
Fung Wo, Sui
Sau Man Wong, Corine
Ming Hui, Lai
Wa Chan, Kit
Ming Lee, Ho
Nam Suen, Yi
Chen, Eric
Chung Chang, Wing
author_sort Kwun Nam Chan, Joe
collection PubMed
description BACKGROUND: Abnormal reward sensitivity is a biosignature to mood disorders spectrum. Recent data suggested either elevated or preserved positive but impaired negative reinforcement learning in patients with bipolar disorder. Functional MRI studies provided extra evidence on heightened reward sensitivity in manic patients. Of note, these investigations mostly rest on chronically ill samples, conditions of whom may have been confounded by prolonged exposure to medications. This study aims to examine reinforcement learning performance and its relationship with symptomology in patients with early-stage psychotic bipolar disorder (BDP). METHODS: This study is based on 38 patients with early-stage BDP (defined by having received psychiatric treatment for first-episode BDP within 3 years since service entry) who have been euthymic for at least eight weeks and 40 demographically-matched controls. Reinforcement learning performance was evaluated using Gain-vs-Loss-Avoidance Task (GLAT), which measured the correct responses in both gain and loss-avoidance pairs with reinforcement probability at either 90% or 80% across four blocks in the training phase and one block in the test/transfer phase. Comparison analyses on reinforcement learning performance were conducted on two groups. Associations of reinforcement learning measures with symptom scores, cognitive functions and functioning measures were also tested. RESULTS: There was no group difference in gender, age or education level. Repeated-measures analysis of variance (ANOVA) showed significant main effects of group (F=6.52, p=0.013), block (F=43.71, p<0.001), probability (F= 5.58, p<0.001), and block x group (F=2.87, p=0.040) interaction. Post-hoc tests revealed that controls performed better than patients across blocks (p<0.05). Patients also showed a lower lose-shift rate (t= 2.21, p=0.03) and punishment-driven learning accuracy rates (t=2.42, p=0.018) than controls. Marginally significant main effect of stimulus pair (F=3.98, p=0.05) was revealed in the test phase, with controls showing a significantly higher preference in Frequent Winner vs Frequent Loser (FWFL) pair than patients (t=-2.25, p=0.028). No significant correlations between learning measures and any of the symptom dimensions in patient sample. DISCUSSION: Our preliminary findings provided a brief evidence on the negative reinforcement learning impairment in early-stage BDP patients. Further investigation is required to verify and confirm our results of impaired negative reinforcement learning in the initial course of bipolar disorder.
format Online
Article
Text
id pubmed-7234365
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-72343652020-05-23 S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER Kwun Nam Chan, Joe Chung Man Ng, Mary Fei Wong, Cheuk Fung Wo, Sui Sau Man Wong, Corine Ming Hui, Lai Wa Chan, Kit Ming Lee, Ho Nam Suen, Yi Chen, Eric Chung Chang, Wing Schizophr Bull Poster Session I BACKGROUND: Abnormal reward sensitivity is a biosignature to mood disorders spectrum. Recent data suggested either elevated or preserved positive but impaired negative reinforcement learning in patients with bipolar disorder. Functional MRI studies provided extra evidence on heightened reward sensitivity in manic patients. Of note, these investigations mostly rest on chronically ill samples, conditions of whom may have been confounded by prolonged exposure to medications. This study aims to examine reinforcement learning performance and its relationship with symptomology in patients with early-stage psychotic bipolar disorder (BDP). METHODS: This study is based on 38 patients with early-stage BDP (defined by having received psychiatric treatment for first-episode BDP within 3 years since service entry) who have been euthymic for at least eight weeks and 40 demographically-matched controls. Reinforcement learning performance was evaluated using Gain-vs-Loss-Avoidance Task (GLAT), which measured the correct responses in both gain and loss-avoidance pairs with reinforcement probability at either 90% or 80% across four blocks in the training phase and one block in the test/transfer phase. Comparison analyses on reinforcement learning performance were conducted on two groups. Associations of reinforcement learning measures with symptom scores, cognitive functions and functioning measures were also tested. RESULTS: There was no group difference in gender, age or education level. Repeated-measures analysis of variance (ANOVA) showed significant main effects of group (F=6.52, p=0.013), block (F=43.71, p<0.001), probability (F= 5.58, p<0.001), and block x group (F=2.87, p=0.040) interaction. Post-hoc tests revealed that controls performed better than patients across blocks (p<0.05). Patients also showed a lower lose-shift rate (t= 2.21, p=0.03) and punishment-driven learning accuracy rates (t=2.42, p=0.018) than controls. Marginally significant main effect of stimulus pair (F=3.98, p=0.05) was revealed in the test phase, with controls showing a significantly higher preference in Frequent Winner vs Frequent Loser (FWFL) pair than patients (t=-2.25, p=0.028). No significant correlations between learning measures and any of the symptom dimensions in patient sample. DISCUSSION: Our preliminary findings provided a brief evidence on the negative reinforcement learning impairment in early-stage BDP patients. Further investigation is required to verify and confirm our results of impaired negative reinforcement learning in the initial course of bipolar disorder. Oxford University Press 2020-05 2020-05-18 /pmc/articles/PMC7234365/ http://dx.doi.org/10.1093/schbul/sbaa031.148 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Poster Session I
Kwun Nam Chan, Joe
Chung Man Ng, Mary
Fei Wong, Cheuk
Fung Wo, Sui
Sau Man Wong, Corine
Ming Hui, Lai
Wa Chan, Kit
Ming Lee, Ho
Nam Suen, Yi
Chen, Eric
Chung Chang, Wing
S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title_full S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title_fullStr S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title_full_unstemmed S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title_short S82. REINFORCEMENT LEARNING IMPAIRMENT IN PATIENTS WITH EARLY-STAGE PSYCHOTIC BIPOLAR DISORDER
title_sort s82. reinforcement learning impairment in patients with early-stage psychotic bipolar disorder
topic Poster Session I
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234365/
http://dx.doi.org/10.1093/schbul/sbaa031.148
work_keys_str_mv AT kwunnamchanjoe s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT chungmanngmary s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT feiwongcheuk s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT fungwosui s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT saumanwongcorine s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT minghuilai s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT wachankit s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT mingleeho s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT namsuenyi s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT cheneric s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder
AT chungchangwing s82reinforcementlearningimpairmentinpatientswithearlystagepsychoticbipolardisorder