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Chronbiologically-based sub-groups in bipolar I disorder: A latent profile analysis.
Robert Gonzalez1, Alok Dwivedi2, Jamie Zeitzer3
1Department of Psychiatry and Behavioral Health, Penn State Health Milton S. Hershey Medical Center, 500 University Drive, Hershey, PA 17033, USA.
Bipolar disorder type I (BDI) patients can be classified into two groups based on circadian rhythm disturbances. Circadian rhythm markers are key to identifying these distinct BDI subgroups.
Area of Science:
- Psychiatry
- Chronobiology
- Sleep Medicine
Background:
- Bipolar disorder (BDI) exhibits significant heterogeneity.
- Identifying homogeneous subgroups within BDI is crucial for targeted treatments.
- Circadian rhythm disturbances are implicated in bipolar disorder's complex presentation.
Purpose of the Study:
- To investigate the classification of bipolar disorder type I (BDI) subjects into homogeneous subgroups.
- To determine if activity, sleep, and circadian characteristics can differentiate BDI subgroups.
- To test the hypothesis that circadian markers primarily define BDI subgroups.
Main Methods:
- Latent profile analysis (LPA) was employed to stratify 105 BDI individuals.
- Seventeen activity, sleep, and circadian variables were assessed using actigraphy and clinical evaluations.
- Demographic, clinical, and medication data were collected for comparative analysis.
Main Results:
- Two distinct subgroups were identified: High Chronobiological Disturbance (HCD) and Low Chronobiological Disturbance (LCD).
- Circadian variables were the primary determinants differentiating the HCD and LCD subgroups, showing large effect sizes.
- No significant differences were found in demographics, current psychiatric medications, or mood state between the subgroups.
Conclusions:
- Latent profile analysis successfully identified BDI subgroups, with circadian variables being the most distinguishing factors.
- Circadian characteristics play a significant role in defining BDI sub-phenotypes.
- Further longitudinal research is recommended to confirm the stability of these identified subgroups.
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