Accelerated brain aging as a biomarker for staging in bipolar disorder: An exploratory study
Van Der Markt, Afra; Klumpers, Ursula; Dols, Annemiek; Korten, Nicole; Boks, Marco P.; Ophoff, Roel A.; Beekman, Aartjan; Kupka, Ralph; Van Haren, Neeltje E.M.; Schnack, Hugo
(2024) Psychological medicine, volume 54, issue 5, pp. 1016 - 1025
(Article)
Abstract
Background Two established staging models outline the longitudinal progression in bipolar disorder (BD) based on episode recurrence or inter-episodic functioning. However, underlying neurobiological mechanisms and corresponding biomarkers remain unexplored. This study aimed to investigate if global and (sub)cortical brain structures, along with brain-predicted age difference (brain-PAD) reflect illness progression as
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conceptualized in these staging models, potentially identifying brain-PAD as a biomarker for BD staging. Methods In total, 199 subjects with bipolar-I-disorder and 226 control subjects from the Dutch Bipolar Cohort with a high-quality T1-weighted magnetic resonance imaging scan were analyzed. Global and (sub)cortical brain measures and brain-PAD (the difference between biological and chronological age) were estimated. Associations between individual brain measures and the stages of both staging models were explored. Results A higher brain-PAD (higher biological age than chronological age) correlated with an increased likelihood of being in a higher stage of the inter-episodic functioning model, but not in the model based on number of mood episodes. However, after correcting for the confounding factors lithium-use and comorbid anxiety, the association lost significance. Global and (sub)cortical brain measures showed no significant association with the stages. Conclusions These results suggest that brain-PAD may be associated with illness progression as defined by impaired inter-episodic functioning. Nevertheless, the significance of this association changed after considering lithium-use and comorbid anxiety disorders. Further research is required to disentangle the intricate relationship between brain-PAD, illness stages, and lithium intake or anxiety disorders. This study provides a foundation for potentially using brain-PAD as a biomarker for illness progression.
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Keywords: aging, biomarkers, bipolar disorder, brain-PAD, brainAGE, staging, staging models, Applied Psychology, Psychiatry and Mental health, Journal Article
ISSN: 0033-2917
Publisher: Cambridge University Press
Note: Funding Information: This project was partly funded by the Dutch Research Agenda (NWA – Nationale Wetenschapsagenda), part of the Dutch Research Council (NWO; Nederlandse Organisatie voor Wetenschappelijk Onderzoek), file number 1228.192.002, received by A. v. d. M., N. K., and H. S. and the National Institute of Mental Health grants R01 MH090553 to R. A. O. Funders had no role in study design, data collection, and analysis, decision to publish, or preparation of the manuscript. Publisher Copyright: Copyright © The Author(s), 2023. Published by Cambridge University Press.
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