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Updated: Feb 13, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Mapping the Four Adiposity Axes-Inflammatory Cytokine-Venous Thromboembolism Risk Landscape: A Two-Step Mediation
Rongrong Li1, Hongping Luo1, Ye Tian1
1Nursing Department, Tongii Hospital, Tongii Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, China.
General obesity and lower-body fat increase venous thromboembolism (VTE) risk, with inflammation partially mediating these effects. Lower-body fat
Area of Science:
- Genetics
- Epidemiology
- Cardiovascular Disease
Background:
- Standard obesity metrics like BMI do not differentiate fat distribution, limiting causal inference for venous thromboembolism (VTE).
- Obesity is a heterogeneous condition with varying fat distribution patterns influencing health outcomes.
- Understanding the specific adiposity depots contributing to VTE risk is crucial for targeted prevention.
Purpose of the Study:
- To investigate the causal relationship between different obesity axes and VTE risk using Mendelian randomization (MR).
- To explore the mediating role of inflammatory cytokines in the association between obesity and VTE.
- To differentiate the VTE risk conferred by general obesity versus lower-body fat distribution.
Main Methods:
- Utilized genome-wide significant instruments for four MRI-defined adiposity axes: general obesity, lower-body fat, muscle-dominant, and peripheral fat.
- Assessed VTE and its subtypes (deep vein thrombosis [DVT] and pulmonary embolism [PE]) using data from FinnGen-R12.
- Employed inverse-variance weighting, complementary MR estimators, and two-step mediation MR to analyze causality and mediation pathways.
Main Results:
- The general obesity axis significantly increased risks for VTE, DVT, and PE (all PFDR < 0.05).
- The lower-body fat axis also elevated risks for VTE and DVT (PFDR < 0.05).
- Inflammatory mediators like CTACK/CCL27, Beta-NGF, and MCP-3 partially explained the association between general obesity and VTE/PE.
Conclusions:
- Inflammation partially mediates the link between general obesity and VTE, including its subtypes.
- Lower-body fat accumulation primarily contributes to VTE/DVT risk through local venous hemodynamic pathways.
- This study highlights the importance of considering fat distribution in VTE risk assessment and prevention strategies.
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