Cardiology · Internal Medicine · 2 h ago
Sleep disturbances associated with heart disease in older Mexican adults
A cross-sectional analysis of 12,709 adults aged 50 years or older in the Mexican Health and Aging Study examined sleep symptoms and self-reported heart disease. Frequent nighttime waking and difficulty falling asleep were associated with higher odds of heart disease, but the findings do not establish causality.
- Frequent nighttime waking was associated with higher heart disease odds.
- Cross-sectional findings cannot establish causality or temporal direction.
- Exploratory classification was not clinically validated.
Researchers analyzed data from the 2018 wave of the Mexican Health and Aging Study, including 12,709 adults aged 50 years or older. Of these, 1,585 reported heart disease. The cross-sectional study used multivariable logistic regression to assess associations between four sleep disturbance indicators and heart disease; exploratory analyses examined depressive symptoms, fatigue and machine-learning classification.
Waking up at night most of the time was associated with higher odds of heart disease than never waking at night (adjusted OR 1.70, 95% CI 1.41–2.03); waking at night sometimes was also associated (OR 1.28, 95% CI 1.10–1.48). Frequent difficulty falling asleep was associated with higher odds (OR 1.27, 95% CI 1.07–1.52), while feeling refreshed most of the time was associated with lower odds (OR 0.81, 95% CI 0.69–0.94). Associations were less precise and no longer statistically significant in a respondent-weighted sensitivity analysis.
The cross-sectional design means the results cannot establish whether sleep disturbances precede heart disease or result from it. Random forest classification had limited internal performance (AUC 0.72) and was not clinically validated; the authors describe the path-analysis findings as exploratory rather than evidence of temporal mediation.
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BMC Public Health: Multimodal analysis of sleep disturbances and heart disease in older adults: a machine learning and exploratory path analysis approach ↗This is an automated AI-condensed summary that has not yet been reviewed by an editor. Always consult the full item at the original source.
