Key result
Higher waist-to-height ratio linked to ~31% higher MI risk per SD.
Why the study?
There is no consensus on which anthropometric indicator best predicts cardiovascular risk and mortality across different populations.
Do anthropometric indicators such as waist-to-height ratio predict myocardial infarction and mortality in middle-aged men?
Cohort (n=959)
Yes
Do anthropometric indicators such as waist-to-height ratio predict myocardial infarction and mortality in middle-aged men?
Hazard Ratio: 1.31 (95% CI 1.07–1.62)
p-value: p=0.0107
Waist-to-height ratio (WHtR) is a more reliable anthropometric predictor of myocardial infarction and all-cause mortality than BMI in middle-aged men, though its clinical superiority is marginal.
Should not yet inform clinical risk assessment; leaves open WHtR's incremental value over other indices in larger cohorts.
Background Overweight, (body mass index (BMI), kg/m2) 25–30 and obesity (BMI 30+) have long been linked to an increased risk of myocardial infarction and mortality. To better assess abdominal adiposity, several indices have been developed. However, the risk associated with each index can vary across different populations. Methods This study aims to investigate which body measurement, if any, exhibits the strongest associations with MI, and mortality. In 1993, a cohort of 1,000 randomly selected middle-aged Swedish men participated in a nurse-led health examination. Body measurements were recorded together alongside blood pressure readings, and a fasting blood test was conducted. A follow-up study, spanning 28 years, utilized data from the national Myocardial Infarction Register (Swedeheart) and mortality data from the Swedish Cause of Death Register. The obesity indices included body mass index, waist circumference (WC), waist-to-height ratio (WHtR), waist-to-hip ratio (WHR), sagittal abdominal diameter (SAD), and sagittal abdominal diameter-to-height ratio (SADHtR). Cox proportional hazard models were employed to analyze the z-scores of the six body measurements both before and after adjusting for covariates, with outcomes assessed for first-time myocardial infarction (MI) and mortality. Results Data were collected for 959 men. Significant correlations were found between the six body measurements, all were associated with cardiovascular disease risk factors, myocardial infarction, and mortality. However, after adjusting for the traditional risk factors, the association with cardiovascular endpoints was diminished or vanished. WHtR emerged as a more reliable indicator, with hazard ratios (HR) of 1.31 (95% CI 1.07-1.62) for myocardial infarction and 1.27 (95% CI 1.08-1.49) for all-cause mortality although the differences were marginal. Discussion There is currently no consensus on which obesity indicator should be the preferred predictor of cardiovascular risk. In this study, the WHtR emerged as the more reliable predictor, albeit with marginal clinical significance. Conclusions In this population, after adjustment for traditional risk factors, WHtR proved to be a more reliable predictor for MI and mortality.
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Ian et al. (2026) conducted a cohort in Myocardial infarction and mortality (n=959). Waist-to-height ratio (WHtR) was evaluated on First-time myocardial infarction (MI) (HR 1.31, 95% CI 1.07-1.62, p=0.0107). Waist-to-height ratio (WHtR) was the most reliable predictor of cardiovascular risk among six anthropometric indicators, associated with a 31% higher hazard for myocardial infarction (HR 1.31) per one standard deviation increase.
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