Association between cardiometabolic index and high-sensitivity C-reactive protein: A cross-sectional study from National Health and Nutrition Examination Survey 2015 to 2018

ObjectiveHigh-sensitivity C-reactive protein, a key inflammatory biomarker, can indicate the risk of cardiovascular diseases. The cardiometabolic index has been associated with metabolic and cardiovascular outcomes; however, its direct relationship with high-sensitivity C-reactive protein remains unclear. This study aimed to explore this association and identify influencing factors in adult population.MethodsThis retrospective cross-sectional study used data from the 2015-2018 National Health and Nutrition Examination Survey. A multivariate logistic regression model was applied to assess the association between cardiometabolic index and high-sensitivity C-reactive protein levels (>3.0 mg/L) in 3970 adults, with adjustment for demographic characteristics, comorbidities, and lifestyle factors.ResultsCardiometabolic index was independently associated with high-risk high-sensitivity C-reactive protein (adjusted odds ratio = 1.11, 95% confidence interval: 1.03-1.19, p = 0.007). Subgroup analyses indicated that the association was more pronounced in females and non-Hispanic Black participants (p values for interaction were <0.001 and 0.004, respectively). Restricted cubic spline curves confirmed a nonlinear relationship between cardiometabolic index and high-risk high-sensitivity C-reactive protein (nonlinearity p < 0.001).ConclusionCardiometabolic index demonstrated a significant positive association with high-risk high-sensitivity C-reactive protein in US adults, serving as a marker linking cardiometabolic status to chronic inflammation. Further studies are needed to validate causality and explore cardiometabolic index-guided prevention.

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Publication Details

Journal
Journal of International Medical Research
Published
2026-04-01
DOI
https://doi.org/10.1177/03000605261436654
Primary Topic
Adipokines, Inflammation, and Metabolic Diseases
Type
article
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article

Association between cardiometabolic index and high-sensitivity C-reactive protein: A cross-sectional study from National Health and Nutrition Examination Survey 2015 to 2018

Yong Tang, Yuhao Yan
Journal of International Medical Research
Adipokines, Inflammation, and Metabolic Diseases
article

Association between cardiometabolic index and high-sensitivity C-reactive protein: A cross-sectional study from National Health and Nutrition Examination Survey 2015 to 2018

Yong Tang, Yuhao Yan
article en

Abstract

ObjectiveHigh-sensitivity C-reactive protein, a key inflammatory biomarker, can indicate the risk of cardiovascular diseases. The cardiometabolic index has been associated with metabolic and cardiovascular outcomes; however, its direct relationship with high-sensitivity C-reactive protein remains unclear. This study aimed to explore this association and identify influencing factors in adult population.MethodsThis retrospective cross-sectional study used data from the 2015-2018 National Health and Nutrition Examination Survey. A multivariate logistic regression model was applied to assess the association between cardiometabolic index and high-sensitivity C-reactive protein levels (>3.0 mg/L) in 3970 adults, with adjustment for demographic characteristics, comorbidities, and lifestyle factors.ResultsCardiometabolic index was independently associated with high-risk high-sensitivity C-reactive protein (adjusted odds ratio = 1.11, 95% confidence interval: 1.03-1.19, p = 0.007). Subgroup analyses indicated that the association was more pronounced in females and non-Hispanic Black participants (p values for interaction were <0.001 and 0.004, respectively). Restricted cubic spline curves confirmed a nonlinear relationship between cardiometabolic index and high-risk high-sensitivity C-reactive protein (nonlinearity p < 0.001).ConclusionCardiometabolic index demonstrated a significant positive association with high-risk high-sensitivity C-reactive protein in US adults, serving as a marker linking cardiometabolic status to chronic inflammation. Further studies are needed to validate causality and explore cardiometabolic index-guided prevention.

Journal of International Medical ResearchVol. 54(4)
Nanjing Second Hospital (CN)
Zero hunger
Openalex Percentile: Top 26%
Adipokines, Inflammation, and Metabolic Diseases
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