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

被引:2
|
作者
van der Markt, Afra [1 ,2 ,3 ]
Klumpers, Ursula [1 ,4 ]
Dols, Annemiek [1 ,4 ,5 ,6 ]
Korten, Nicole [1 ,2 ]
Boks, Marco P. [6 ]
Ophoff, Roel A. [7 ,8 ,9 ]
Beekman, Aartjan [1 ,2 ,3 ]
Kupka, Ralph [1 ,2 ,3 ]
van Haren, Neeltje E. M. [9 ,10 ]
Schnack, Hugo [6 ,11 ]
机构
[1] Amsterdam UMC Locat Vrije Univ Amsterdam, Psychiat, Amsterdam, Netherlands
[2] GGZ inGeest Specialized Mental Hlth Care, Amsterdam, Netherlands
[3] Amsterdam Publ Hlth Res Inst, Mental Hlth, Amsterdam, Netherlands
[4] Amsterdam Neurosci, Mood Anxiety Psychosis Sleep & Stress, Amsterdam, Netherlands
[5] Amsterdam Neurosci, Neurodegenerat, Amsterdam, Netherlands
[6] Univ Utrecht, UMC Utrecht Brain Ctr, Dept Psychiat, Utrecht, Netherlands
[7] Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, David Geffen Sch Med, Dept Psychiat & Biobehav Sci, Los Angeles, CA USA
[8] Univ Calif Los Angeles, Semel Inst Neurosci & Human Behav, Ctr Neurobehav Genet, David Geffen Sch Med, Los Angeles, CA USA
[9] Erasmus MC, Dept Psychiat, Rotterdam, Netherlands
[10] Erasmus Med Ctr Sophia, Child & Adolescent Psychiat & Psychol, Rotterdam, Netherlands
[11] Univ Utrecht, Fac Humanities, Dept Languages Literature & Commun, Utrecht, Netherlands
基金
荷兰研究理事会;
关键词
aging; biomarkers; bipolar disorder; brainAGE; brain-PAD; staging models; staging; HUMAN CEREBRAL-CORTEX; WHITE-MATTER; SCHIZOPHRENIA; INTELLIGENCE; METAANALYSIS; VALIDATION; MEDICATION; COGNITION; YOUNG; MRI;
D O I
10.1017/S0033291723002829
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
BackgroundTwo 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.MethodsIn 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.ResultsA 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.ConclusionsThese 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.
引用
收藏
页码:1016 / 1025
页数:10
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