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Genetically predicted waist-to-hip circumference ratio and coronary artery disease: A sex-specific Mendelian
Qiang Ye1, Sarah A Gagliano Taliun2,3
1Faculty of Medicine, Université de Montréal, Montréal, QC, Canada.
Insights
Waist-to-hip ratio (WHR) is causally linked to coronary artery disease (CAD) risk in females, but not in males. This sex-specific finding highlights the need for tailored approaches to cardiovascular disease prevention and treatment.
Area of Science:
- Cardiovascular Research
- Genetics
- Epidemiology
Background:
- Coronary artery disease (CAD) poses a significant global health burden.
- Existing CAD risk assessments often overlook sex-specific differences.
- Waist-to-hip circumference ratio (WHR) is a more precise measure of body fat than BMI and shows sex-based variations.
Purpose of the Study:
- To investigate the causal relationship between WHR and CAD risk in a sex-specific manner.
- To determine if WHR is a causal factor for CAD in females and/or males.
- To leverage genetic data for robust causal inference in understanding CAD etiology.
Main Methods:
- Sex-specific Mendelian randomization (MR) analyses were performed using UK Biobank data.
- Two-stage least-squares regression was employed with genetic variants robustly associated with WHR.
- Results were corroborated using a genetic risk score and two-sample MR (inverse variance weighted approach).
Main Results:
- Evidence suggests a causal relationship between WHR and CAD risk in females (OR = 1.16 [1.06-1.26]).
- No statistically significant causal relationship between WHR and CAD risk was found in males (OR = 1.40 [0.98-2.01]).
- Findings were consistent across multiple MR methodologies.
Conclusions:
- WHR is a causal risk factor for coronary artery disease in females.
- Current evidence does not support a causal role for WHR in male CAD risk.
- Future research should employ causal inference to explore sex-specific disease mechanisms.
Abstract:
Coronary artery disease (CAD) affects millions of individuals worldwide and results in a substantial burden to healthcare systems. Although it is established that CAD affects females differently than males, differences between the sexes are not routinely accounted for. Body mass index is a known risk factor for CAD. However, more accurate metrics of body fat, including waist-to-hip circumference ratio (WHR), could be more meaningful clinically. WHR exhibits sex differences due to sex hormones, differing effects at genetic risk loci, and other factors. It is unclear if WHR is a causal factor for CAD in one or both sexes, but this information will be crucial for improving heart health. Causal inference, however, can be challenging. Large-scale cohorts with genetic data allow for Mendelian randomization, which, given certain assumptions, tests whether there is a causal relationship between an exposure and the outcome using genetic variants. We conducted sex-specific, one-sample MR analyses using two-stage least-squares regression in the UK Biobank with genetic variants robustly associated with WHR. We found evidence of a causal relationship between WHR and CAD risk in females (OR [95% CI] = 1.16 [1.06-1.26]; p value = 7.5E-4), whereas in males, we did not find evidence of a causal relationship (OR [95% CI] = 1.40 [0.98-2.01]; p value = 0.063). Results were supported by two additional MR approaches (using a genetic risk score and two-sample MR using the inverse variance weighted approach). We encourage future work assessing sex-specific effects using causal inference techniques to better understand factors contributing to complex disease risk.
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