Daily rhythm and metabolic syndrome: a study of 272 adults
Study of 272 adults with a wrist device: metabolic syndrome was linked more to heart rate rhythms than to sleep. An association, not a cause.
Blog · Sleep
Study of 6,785 people with wearable devices: sleep stages were linked to several chronic diseases. An association, not a cause.
Updated October 20, 2026
A longitudinal study published in Nature Medicine in 2024 followed 6,785 people from the All of Us Research Program for a median of 4.5 years, using commercial wearable devices linked to electronic health records.
The main finding: more REM sleep and more deep sleep were associated with lower odds of developing atrial fibrillation.
In this study, the share of REM and deep sleep was linked to heart health.
According to the authors, the association holds even when other traditional risk factors are taken into account. The sample should be read for what it is: mostly women, mostly white and mostly with a college degree.
Each percentage increase in REM sleep is associated with reduced incidence of atrial fibrillation (OR 0.86), atrial flutter (OR 0.78) and sinoatrial node dysfunction (OR 0.72). A higher percentage of deep sleep is associated with reduced odds of atrial fibrillation (OR 0.87) and of major depressive disorder (OR 0.93).
In this study, sleep was recorded for years, not for one night. The same holds for you: a single night says little, while months of data are easier to read, together with your doctor.
The Digital Twin lines up the data your devices write to your phone, such as steps, heart rate and sleep, and shows you how they change over time. It does not calculate your risk of atrial fibrillation and it does not diagnose: this research describes groups of people, not you. These are data to read together with your doctor.
The source is at the bottom. Open it.
This summary starts from research by others. It is not medical advice for you: talk it over with your doctor.
Study of 272 adults with a wrist device: metabolic syndrome was linked more to heart rate rhythms than to sleep. An association, not a cause.
Study of 413 people with early Parkinson's: probable REM sleep behaviour disorder was linked to faster cognitive decline. An association, not a cause.
Study of 1,992 adults: highly variable sleep duration and timing were linked to about double the cardiovascular risk. An association, not a cause.
More studies, same rule: read the source.