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Modified Wavelet Analyses Permit Quantification of Dynamic Interactions Between Ultradian and Circadian Rhythms
Jonathan P Riggle1,2, Leslie M Kay1,3,4, Kenneth G Onishi1
1Department of Psychology and Institute for Mind and Biology, The University of Chicago, Chicago, Illinois.
Journal of Biological Rhythms
|November 16, 2022
Summary
This study introduces new wavelet analysis methods to accurately measure ultradian rhythms, revealing their complex modulation by sex, hormones, and circadian phase in mice.
Area of Science:
- Chronobiology
- Signal Processing
- Animal Behavior
Background:
- Ultradian rhythms, biological cycles shorter than 24 hours, are ubiquitous but challenging to quantify due to their complex properties.
- Existing methods for analyzing ultradian rhythms are often idiographic, limiting group-level comparisons and experimental analysis.
Purpose of the Study:
- To develop and validate novel wavelet-based analytical approaches for precise and accurate quantification of ultradian rhythms.
- To enable group-level analyses of ultradian rhythms, facilitating the study of their modulation by various factors.
Main Methods:
- Application of discrete and continuous wavelet transforms for quantifying ultradian power distribution and identifying periods.
- Aggregation of normalized wavelet matrices for group-level analyses.
- Validation using in silico and in vivo models, including locomotor activity in mice.
Main Results:
- The novel wavelet methods accurately and precisely quantified ultradian period and power in mouse locomotor activity.
- Ultradian rhythms were modulated by sex, gonadal hormones, and circadian entrainment, with sex differences more pronounced at night.
- Seasonal changes in day length influenced ultradian rhythms, with opposing effects in light and dark phases.
Conclusions:
- Modified wavelet procedures provide accurate, repeatable, and group-analyzable measures of ultradian rhythms.
- These tools enhance the understanding of ultradian rhythm generation and responses to internal and external cues.
- The findings highlight the importance of considering circadian phase when studying ultradian rhythms.
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