Back to Search
Start Over
Fractal biomarker of activity in patients with bipolar disorder
- 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.
- Subjects :
- Male
DYNAMICS
Physiology
scale invariance
DISEASE
sleep-wake rhythm
0302 clinical medicine
Longitudinal Studies
Applied Psychology
Netherlands
bipolar disorder
fractal patterns
Middle Aged
FLUCTUATIONS
DEPRESSION
Circadian Rhythm
Psychiatry and Mental health
Fractals
Biomarker (medicine)
Female
Adult
Sleep Wake Disorders
SEX DIFFERENCE
mood disorder
ORGANIZATION
Motor Activity
Article
03 medical and health sciences
Fractal
medicine
Humans
In patient
Bipolar disorder
Pathological
Aged
business.industry
Siblings
Motor control
Actigraphy
medicine.disease
SLEEP
030227 psychiatry
RHYTHMS
LIFE
Affect
Mood
Cross-Sectional Studies
Case-Control Studies
business
030217 neurology & neurosurgery
Biomarkers
Subjects
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