Obesity

Later energy intake relative to mathematically modeled circadian time is associated with higher percentage body fat

Obesity (Silver Spring)Published Cross-sectional study

Authors' conclusion

Use of mathematically modeled circadian timing resulted in similar relationships between the timing of energy intake and body composition as that observed using in-laboratory collected metrics. These findings may facilitate use of circadian timing in time-based interventions.

Study context

Population
Participants wearing a light- and activity-measuring device (actigraph) for 30 days, recording energy intake for 7 consecutive days via a time-stamped-picture phone app
Participants
87 participants
Exposure
Overweight/obesity vs lean body fat percentage
Outcome
Timing of energy intake (50% of daily calories) relative to mathematically modeled circadian time (model-predicted melatonin onset)
Methodological details30-day ambulatory study, actigraphy, mathematical circadian model
  • 30-day ambulatory study
  • Actigraphy
  • Mathematical circadian model

Main finding

As reported in the abstract

Timing of 50% of daily calories relative to model-predicted melatonin onset

Difference

0.61 hours

log-rank p < 0.05

closer to melatonin onset with Overweight/obesity; model from light and activity data

Difference

0.86 hours

log-rank p < 0.05

closer to melatonin onset with Overweight/obesity; model from activity data alone

Observational data: associations, not effects.

Original publication

Later energy intake relative to mathematically modeled circadian time is associated with higher percentage body fat. Obesity (Silver Spring). Published 29 June 2022. doi:10.1002/oby.23451

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