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Brain age and cognitive functioning in first-episode bipolar disorder

BACKGROUND: There is significant heterogeneity in cognitive function in patients with bipolar I disorder (BDI); however, there is a dearth of research into biological mechanisms that might underlie cognitive heterogeneity, especially at disease onset. To this end, this study investigated the associa...

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Autores principales: Chakrabarty, Trisha, Frangou, Sophia, Torres, Ivan J., Ge, Ruiyang, Yatham, Lakshmi N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476063/
https://www.ncbi.nlm.nih.gov/pubmed/35875930
http://dx.doi.org/10.1017/S0033291722002136
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author Chakrabarty, Trisha
Frangou, Sophia
Torres, Ivan J.
Ge, Ruiyang
Yatham, Lakshmi N.
author_facet Chakrabarty, Trisha
Frangou, Sophia
Torres, Ivan J.
Ge, Ruiyang
Yatham, Lakshmi N.
author_sort Chakrabarty, Trisha
collection PubMed
description BACKGROUND: There is significant heterogeneity in cognitive function in patients with bipolar I disorder (BDI); however, there is a dearth of research into biological mechanisms that might underlie cognitive heterogeneity, especially at disease onset. To this end, this study investigated the association between accelerated or delayed age-related brain structural changes and cognition in early-stage BDI. METHODS: First episode patients with BDI (n = 80) underwent cognitive assessment to yield demographically normed composite global and domain-specific scores in verbal memory, non-verbal memory, working memory, processing speed, attention, and executive functioning. Structural magnetic resonance imaging data were also collected from all participants and subjected to machine learning to compute the brain-predicted age difference (brainPAD), calculated by subtracting chronological age from age predicted by neuroimaging data (positive brainPAD values indicating age-related acceleration in brain structural changes and negative values indicating delay). Patients were divided into tertiles based on brainPAD values, and cognitive performance compared amongst tertiles with ANCOVA. RESULTS: Patients in the lowest (delayed) tertile of brainPAD values (brainPAD range −17.9 to −6.5 years) had significantly lower global cognitive scores (p = 0.025) compared to patients in the age-congruent tertile (brainPAD range −5.3 to 2.4 yrs), and significantly lower verbal memory scores (p = 0.001) compared to the age-congruent and accelerated (brainPAD range 2.8 to 16.1 yrs) tertiles. CONCLUSION: These results provide evidence linking cognitive dysfunction in the early stage of BDI to apparent delay in typical age-related brain changes. Further studies are required to assess how age-related brain changes and cognitive functioning evolve over time.
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spelling pubmed-104760632023-09-05 Brain age and cognitive functioning in first-episode bipolar disorder Chakrabarty, Trisha Frangou, Sophia Torres, Ivan J. Ge, Ruiyang Yatham, Lakshmi N. Psychol Med Original Article BACKGROUND: There is significant heterogeneity in cognitive function in patients with bipolar I disorder (BDI); however, there is a dearth of research into biological mechanisms that might underlie cognitive heterogeneity, especially at disease onset. To this end, this study investigated the association between accelerated or delayed age-related brain structural changes and cognition in early-stage BDI. METHODS: First episode patients with BDI (n = 80) underwent cognitive assessment to yield demographically normed composite global and domain-specific scores in verbal memory, non-verbal memory, working memory, processing speed, attention, and executive functioning. Structural magnetic resonance imaging data were also collected from all participants and subjected to machine learning to compute the brain-predicted age difference (brainPAD), calculated by subtracting chronological age from age predicted by neuroimaging data (positive brainPAD values indicating age-related acceleration in brain structural changes and negative values indicating delay). Patients were divided into tertiles based on brainPAD values, and cognitive performance compared amongst tertiles with ANCOVA. RESULTS: Patients in the lowest (delayed) tertile of brainPAD values (brainPAD range −17.9 to −6.5 years) had significantly lower global cognitive scores (p = 0.025) compared to patients in the age-congruent tertile (brainPAD range −5.3 to 2.4 yrs), and significantly lower verbal memory scores (p = 0.001) compared to the age-congruent and accelerated (brainPAD range 2.8 to 16.1 yrs) tertiles. CONCLUSION: These results provide evidence linking cognitive dysfunction in the early stage of BDI to apparent delay in typical age-related brain changes. Further studies are required to assess how age-related brain changes and cognitive functioning evolve over time. Cambridge University Press 2023-08 2022-07-25 /pmc/articles/PMC10476063/ /pubmed/35875930 http://dx.doi.org/10.1017/S0033291722002136 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
spellingShingle Original Article
Chakrabarty, Trisha
Frangou, Sophia
Torres, Ivan J.
Ge, Ruiyang
Yatham, Lakshmi N.
Brain age and cognitive functioning in first-episode bipolar disorder
title Brain age and cognitive functioning in first-episode bipolar disorder
title_full Brain age and cognitive functioning in first-episode bipolar disorder
title_fullStr Brain age and cognitive functioning in first-episode bipolar disorder
title_full_unstemmed Brain age and cognitive functioning in first-episode bipolar disorder
title_short Brain age and cognitive functioning in first-episode bipolar disorder
title_sort brain age and cognitive functioning in first-episode bipolar disorder
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476063/
https://www.ncbi.nlm.nih.gov/pubmed/35875930
http://dx.doi.org/10.1017/S0033291722002136
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