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Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study.

Journal articles  - Journal Article
Chen, S-H; Lee, Y-H; Chuang, S-Y; Fudim, M; Lee, C-W; Huang, C-J; Cheng, H-M
Published in: J Am Heart Assoc
August 4, 2026

BACKGROUND: Obesity and systemic inflammation have each been independently associated with an increased risk of heart failure (HF). However, whether inflammatory pathways mediate the association between obesity and the development of heart failure remains unclear. METHODS: We analyzed data from a community-based cohort of 1998 participants to evaluate multiple adiposity indicators in relation to incident HF. hs-CRP (high-sensitivity C-reactive protein) was examined as a mediator using causal mediation analysis to quantify the contribution of systemic inflammation. Kaplan-Meier analyses and multivariable Weibull accelerated failure time models were applied to estimate hazard ratios (HRs) for HF occurrence. RESULTS: Over a median follow-up of 6.9 years, individuals with elevated hs-CRP levels showed significantly lower HF-free survival (log-rank P=0.010). In multivariable accelerated failure time models, indicators of central obesity and hs-CRP-but not BMI-were significantly associated with higher HF risk (eg, waist circumference: HR=1.30 [95% CI: 1.05-1.61], P=0.017; hs-CRP: HR=1.25 [1.05-1.51], P=0.013). Mediation analysis revealed that hs-CRP accounted for 26.5% of the effect of waist circumference and 32.4% of the effect of waist-to-height ratio on HF risk, with statistically significant indirect effects for both. CONCLUSIONS: Our findings build upon recent conceptual advances by demonstrating that central obesity contributes to HF largely through inflammation. By quantifying the proportion of HF risk attributable to systemic inflammation, this study reinforces the rationale for prioritizing both anti-obesity and anti-inflammatory strategies in HF prevention.

Duke Scholars

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Published In

J Am Heart Assoc

DOI

EISSN

2047-9980

Publication Date

August 4, 2026

Volume

15

Issue

15

Start / End Page

e049997

Location

England

Related Subject Headings

  • Time Factors
  • Risk Factors
  • Risk Assessment
  • Obesity, Abdominal
  • Mississippi
  • Middle Aged
  • Mediation Analysis
  • Male
  • Inflammation
  • Incidence
 

Citation

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MLA
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Chen, S.-H., Lee, Y.-H., Chuang, S.-Y., Fudim, M., Lee, C.-W., Huang, C.-J., & Cheng, H.-M. (2026). Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study. J Am Heart Assoc, 15(15), e049997. https://doi.org/10.1161/JAHA.126.049997
Chen, Szu-Han, Yu-Hsuan Lee, Shao-Yuan Chuang, Marat Fudim, Chun-Wei Lee, Chi-Jung Huang, and Hao-Min Cheng. “Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study.” J Am Heart Assoc 15, no. 15 (August 4, 2026): e049997. https://doi.org/10.1161/JAHA.126.049997.
Chen S-H, Lee Y-H, Chuang S-Y, Fudim M, Lee C-W, Huang C-J, et al. Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study. J Am Heart Assoc. 2026 Aug 4;15(15):e049997.
Chen, Szu-Han, et al. “Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study.” J Am Heart Assoc, vol. 15, no. 15, Aug. 2026, p. e049997. Pubmed, doi:10.1161/JAHA.126.049997.
Chen S-H, Lee Y-H, Chuang S-Y, Fudim M, Lee C-W, Huang C-J, Cheng H-M. Central Adiposity, Systemic Inflammation, and Incident Heart Failure: A Causal Mediation Analysis From the Jackson Heart Study. J Am Heart Assoc. 2026 Aug 4;15(15):e049997.
Journal cover image

Published In

J Am Heart Assoc

DOI

EISSN

2047-9980

Publication Date

August 4, 2026

Volume

15

Issue

15

Start / End Page

e049997

Location

England

Related Subject Headings

  • Time Factors
  • Risk Factors
  • Risk Assessment
  • Obesity, Abdominal
  • Mississippi
  • Middle Aged
  • Mediation Analysis
  • Male
  • Inflammation
  • Incidence