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May 10, 2026SLEEP0 citations

0967 Associations of Sleep Duration with Inflammation, Metabolic Markers, and Metabolic Syndrome: Findings from the Miami Heart Study

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SFSergio Torralbas FitzKNKhurram NasirRHRaul E. Herrera

Key Result

Habitual short and long sleep durations demonstrated a U-shaped association with the probability of Metabolic Syndrome in fully adjusted models (p=0.0245) among adults free of cardiovascular disease.

Key Points

  • This study aims to explore how sleep duration relates to metabolic and inflammatory markers in a cohort free of cardiovascular disease.
  • Analyzed data from 2,443 participants in the Miami Heart Study, all free of cardiovascular disease.
  • Participants reported sleep duration categorized as short, recommended, or long and had fasting metabolic and inflammatory markers measured.
  • Used permutational multivariate analysis and Spearman correlation for data analysis with FDR correction.
  • Short sleep duration was associated with higher BMI (ρ = −0.132, p < 0.001) and larger abdominal circumference (ρ = −0.090, p < 0.001).
  • Increased levels of IL-6 (ρ = −0.059, p = 0.015) and higher HbA1c (ρ = −0.051, p = 0.038) were observed with shorter sleep duration.
  • Both short and long sleep duration increased the risk of Metabolic Syndrome, with significant associations reported in adjusted models (p = 0.0137, p = 0.0245).

Study Design

Type

Cohort (n=2,443)

Structured PICO

Does habitual sleep duration affect metabolic and inflammatory biomarkers and the risk of metabolic syndrome in adults free of cardiovascular disease?

P
Population
2,443 adults free of cardiovascular disease at baseline from the Miami Heart Study
I
Intervention
Habitual sleep duration (categorized as short <7 hours, recommended 7-9 hours, or long >9 hours)
C
Comparator
Comparison across sleep duration categories
O
Outcome
Metabolic and inflammatory biomarkers (including interleukin-6) and probability of Metabolic Syndromesurrogate

Both short and long sleep durations are associated with an increased risk of metabolic syndrome and adverse inflammatory profiles in healthy adults, highlighting sleep as a modifiable indicator of cardiometabolic vulnerability.

Main Result

p-value: p=0.0245

Abstract

Abstract Introduction Short and long sleep duration are associated with adverse metabolic and inflammatory profiles, yet their multidimensional health correlates remain poorly defined in adults free of cardiovascular disease. We leveraged a population-based cohort of healthy individuals to examine the relationship between habitual sleep duration and metabolic and inflammatory biomarkers. Methods Participants from the Miami Heart Study (N = 2, 443), all free of cardiovascular disease at baseline, completed fasting metabolic and inflammatory markers (including interleukin-6). Sleep duration was self-reported and categorized as short (7 hours), recommended (7–9 hours), or long (9 hours). Relationships between sleep duration and participant characteristics were examined using permutational multivariate analysis of variance based on Gower distances. Spearman correlation was used for continuous biomarkers and multinomial logistic regression for categorical predictors, with false discovery rate (FDR) correction. Results Hispanic ethnicity (OR = 0. 86, p 0. 001), individuals with annual income 25k–50k (OR = 0. 60, p = 0. 012) and 50k–75k (OR = 0. 56, p = 0. 004) and type 2 diabetes (OR = 0. 87, p = 0. 013) reported short sleep duration. Participants with high blood pressure were more likely to fall into the short or long sleep categories (OR = 0. 94, p = 0. 021). Shorter sleep duration demonstrated adverse metabolic and inflammatory correlates, including higher BMI (ρ = −0. 132, p 0. 001), larger abdominal circumference (ρ = −0. 090, p 0. 001), elevated IL-6 (ρ = −0. 059, p = 0. 015), higher HbA1c (ρ = −0. 051, p = 0. 038), greater body fat percentage (ρ = −0. 050, p = 0. 040), and lower HDL cholesterol (ρ = 0. 041, p = 0. 035). Triglycerides varied across sleep groups but lost significance after FDR correction. A U-shaped association was observed between sleep duration and the probability of Metabolic Syndrome, with significant nonlinear terms in minimally adjusted (p = 0. 0137) and fully adjusted models (p = 0. 0245). Conclusion In this cardiovascular disease–free cohort, sleep duration showed strong sociodemographic, metabolic, and inflammatory correlates. Both short and long sleep were associated with increased metabolic syndrome risk, underscoring sleep duration as a modifiable early indicator of cardiometabolic vulnerability in healthy adults. Support (if any)

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Cite This Study

Fitz et al. (2026) conducted a cohort in Healthy individuals free of cardiovascular disease (n=2,443). Habitual sleep duration vs. Recommended sleep duration (7-9 hours) was evaluated on Probability of Metabolic Syndrome (p=0.0245). Habitual short and long sleep durations demonstrated a U-shaped association with the probability of Metabolic Syndrome in fully adjusted models (p=0.0245) among adults free of cardiovascular disease.

synapsesocial.com/papers/6a002191c8f74e3340f9c6d8https://doi.org/10.1093/sleep/zsag091.0966
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