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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10476063 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
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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