Key result
A one-unit Cardiometabolic Index increase is linked to ~14% higher heart failure risk in hypertensive adults.
Why the study?
This study investigated the association between the Cardiometabolic Index and heart failure prevalence in hypertensive individuals.
Is elevated Cardiometabolic Index associated with higher heart failure prevalence in hypertensive adults?
Cross-Sectional (n=3,706)
Is elevated Cardiometabolic Index associated with higher heart failure prevalence in hypertensive adults?
Elevated Cardiometabolic Index is positively associated with a higher prevalence of heart failure in hypertensive adults, exhibiting an inverted U-shaped correlation.
Answers are grounded in this paper and cite their sources.
CMI may flag HF risk among hypertensives; leaves open whether it improves prediction beyond established factors in prospective data.
Introduction: Objectives: this cross-sectional study investigated the association between the Cardiometabolic Index (CMI) and heart failure (HF) prevalence in hypertensive individuals. Methods: this cross-sectional study analyzed dataset from the National Health and Nutrition Examination Survey (NHANES) 2009-2018, focusing on hypertensive adults with complete information on CMI and HF prevalence, employed CMI based on the following formula: [waist circumference (cm)/height (cm)] × [TG (mmol/L)/HDL-C (mmol/L)]. The relationships between CMI and HF prevalence were assessed using weighted multivariable logistic regression and subgroup analysis. Additionally, the threshold effect was determined by applying a two-piece linear regression model. Results: a total of 3,706 subjects with hypertension were enrolled, with heart failure being reported in 6.77 % of cases. A positive relationship was observed between CMI and HF prevalence. In the fully adjusted model, a one-unit rise in CMI corresponded to a 14 % increased likelihood of HF (OR = 1.14, 95 % CI: 1.03-1.26). Subjects in the top CMI tertile were 49 % more likely to progress to HF than those in the bottom tertile (OR = 1.49, 95 % CI: 1.01-2.21). We did not detect statistically significant interactions across subgroups. An inverted U-shaped correlation was identified between CMI and HF prevalence. The breakpoint was identified at 6.00. On the left of the breakpoint, a positive relationship between CMI and HF prevalence (OR = 1.56, 95 % CI: 1.35-1.79) was observed. Conclusions: these findings suggest a positive association between elevated CMI levels and a higher prevalence of HF in hypertensive adults.
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Feng et al. (2026) conducted a cross-sectional in Hypertension (n=3,706). Cardiometabolic Index (CMI) vs. Lower CMI was evaluated on Heart failure prevalence (OR 1.14, 95% CI 1.03-1.26). A one-unit increase in the Cardiometabolic Index was associated with a 14% higher likelihood of heart failure in hypertensive adults (OR 1.14; 95% CI 1.03-1.26).
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