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Fractal biomarker of activity in patients with bipolar disorder

Authors :
Robert A. Schoevers
Rixt F. Riemersma-van der Lek
Frank A.J.L. Scheer
Kun Hu
Sanne Verkooijen
Stefan E. Knapen
Marco P. Boks
Peng Li
Clinical Cognitive Neuropsychiatry Research Program (CCNP)
Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE)
Perceptual and Cognitive Neuroscience (PCN)
Source :
Psychological Medicine, 51(9):0033291720000331, 1562-1569. Cambridge University Press, Psychol Med
Publication Year :
2021

Abstract

BackgroundThe output of many healthy physiological systems displays fractal fluctuations with self-similar temporal structures. Altered fractal patterns are associated with pathological conditions. There is evidence that patients with bipolar disorder have altered daily behaviors.MethodsTo test whether fractal patterns in motor activity are altered in patients with bipolar disorder, we analyzed 2-week actigraphy data collected from 106 patients with bipolar disorder type I in a euthymic state, 73 unaffected siblings of patients, and 76 controls. To examine the link between fractal patterns and symptoms, we analyzed 180-day actigraphy and mood symptom data that were simultaneously collected from 14 patients.ResultsCompared to controls, patients showed excessive regularity in motor activity fluctuations at small time scales (α1 > 1), indicating a more rigid motor control system. α1 values of siblings were between those of patients and controls. Further examinations revealed that the group differences in α1 were only significant in females. Sex also affected the group differences in fractal patterns at larger time scales (>2 h) as quantified by scaling exponent α2. Specifically, female patients and siblings had a smaller α2 compared to female controls, indicating more random activity fluctuations; while male patients had a larger α2 compared to male controls. Interestingly, a higher weekly depression score was associated with a lower α1 in the subsequent week.ConclusionsOur results show sex- and scale-dependent alterations in fractal activity regulation in patients with bipolar disorder. The mechanisms underlying the alterations are yet to be determined.

Details

Language :
English
ISSN :
00332917
Database :
OpenAIRE
Journal :
Psychological Medicine, 51(9):0033291720000331, 1562-1569. Cambridge University Press, Psychol Med
Accession number :
edsair.doi.dedup.....bd973700fc5214c7381a05ec81109702