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October 23, 2025BMC Public HealthOpen Access

Associations of metabolic heterogeneity of obesity, cardiometabolic index with sleep trajectory among middle-aged and older adults: a longitudinal study

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Authors

XYXiao YaoXZXinhong Zhu

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Overview

Longitudinal study shows high obesity levels and waist-to-height ratio impact sleep quality in older adults, indicating complex metabolic influences.

Key Points

  • Increasing sleep duration correlates with higher obesity and waist-to-height ratio.
  • Participants included in a longitudinal study from the China Health and Retirement Longitudinal Study.
  • Findings suggest obesity and metabolic factors significantly impact sleep quality and trajectory.
  • Results indicate a clear need for targeting metabolic health to improve sleep quality in older adults.

Cite This Study

Yao et al. (2025) studied this question.

synapsesocial.com/papers/68fa32a40df2e6cd2f74205dhttps://doi.org/10.1186/s12889-025-24842-2
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Also Consider

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  1. 1The cardiometabolic index as a predictor of sleep disorders and mortality: A cross-sectional study2025 · 2 citations
  2. 2Associations between cardiometabolic index and sleep disorders: Results from NHANES 2015 to 20202026
  3. 3Association between the cardiometabolic index and sleep health in the United States: A cross-sectional study2025
  4. 4Associations of metabolic heterogeneity of obesity with the progression of cardiometabolic multimorbidity—a nationwide prospective cohort study2025
  5. 5ASSOCIATIONS OF THE CARDIOMETABOLIC INDEX WITH THE RISK OF CARDIOVASCULAR DISEASE IN PATIENTS WITH HYPERTENSION AND OBSTRUCTIVE SLEEP APNEA: RESULTS OF A LONGITUDINAL COHORT STUDY2024