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Accelerated brain aging as a biomarker for staging in bipolar disorder: An exploratory study

  • Afra Van Der Markt*
  • , Ursula Klumpers
  • , Annemiek Dols
  • , Nicole Korten
  • , Marco P. Boks
  • , Roel A. Ophoff
  • , Aartjan Beekman
  • , Ralph Kupka
  • , Neeltje E.M. Van Haren
  • , Hugo Schnack
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

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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 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.

Original languageEnglish
Pages (from-to)1016-1025
Number of pages10
JournalPsychological medicine
Volume54
Issue number5
Early online date26 Sept 2023
DOIs
Publication statusPublished - Apr 2024

Keywords

  • aging
  • biomarkers
  • bipolar disorder
  • brain-PAD
  • brainAGE
  • staging
  • staging models

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