Key result
Higher WHH index is linked to ~37% higher odds of subclinical myocardial injury in hypertension.
Why the study?
The Waist-to-Height-Haemoglobin A1c (WHH) index is a novel metabolic indicator associated with diabetes risk, prompting investigation into its association with the Cardiac Infarction/Injury Score and subclinical myocardial injury risk stratified by hypertension status.
Is the Waist-to-Height-Haemoglobin A1c (WHH) index associated with subclinical myocardial injury in adults aged ≥40 years with and without hypertension?
Cross-Sectional (n=5,597)
Yes
Is the Waist-to-Height-Haemoglobin A1c (WHH) index associated with subclinical myocardial injury in adults aged ≥40 years with and without hypertension?
A higher Waist-to-Height-Haemoglobin A1c index is linearly associated with an increased risk of ECG-defined subclinical myocardial injury specifically among adults with hypertension.
WHH index associated with subclinical myocardial injury only among hypertensives; hypothesis-generating and requires prospective validation before clinical consideration.
Recently, a novel metabolic indicator, the Waist-to-Height-Haemoglobin A1c (WHH) index, has been shown to be associated with diabetes risk. This study investigated the association of WHH with the Cardiac Infarction/Injury Score (CIIS) and the risk of subclinical myocardial injury (SC-MI), stratified by hypertension status. We conducted a cross-sectional analysis of 5,597 adults aged ≥40 years from the Third National Health and Nutrition Examination Survey who were free of CVD. The WHH index was calculated as waist circumference/height × HbA1c. SC-MI was defined as a CIIS ≥10 on a 12-lead electrocardiogram. Using weighted generalised linear and logistic regression models, we examined the associations of WHH with CIIS and SC-MI. Nonlinear relationships were assessed using restricted cubic spline (RCS) models. The WHH index was not associated with SC-MI among adults without hypertension (odds ratio [OR], 0.95; 95% confidence interval [CI], 0.73–1.24 per SD increase), but was positively associated among adults with hypertension (OR, 1.37; 95% CI, 1.08–1.72; Pinteraction = 0.007). For the CIIS, each 1-SD higher WHH index was positively associated only among those with hypertension (β = 0.81; 95% CI, 0.12 to 1.63; Pinteraction = 0.020). RCS analysis confirmed a linear relationship between WHH and SC-MI risk among individuals with hypertension. These findings demonstrate a significant association between the WHH index and subclinical myocardial injury, particularly among adults with hypertension.
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Tabrizi et al. (2026) conducted a cross-sectional in Subclinical myocardial injury (n=5,597). Waist-to-Height-Haemoglobin A1c (WHH) index (per 1-SD increase) vs. Lower WHH index / stratified by hypertension status was evaluated on Subclinical myocardial injury (SC-MI), defined as a Cardiac Infarction/Injury Score (CIIS) ≥10 on a 12-lead ECG, among adults with hypertension (OR 1.37, 95% CI 1.08-1.72, p=0.007 for interaction). Higher Waist-to-Height-HbA1c index was associated with subclinical myocardial injury in adults with hypertension (OR 1.37; 95% CI 1.08-1.72), but not without hypertension (OR 0.95; Pinteraction=0.007).
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