C-reactive protein-triglyceride glucose index and heart failure in US adults from NHANES 2001–2010

The C-reactive protein(CRP)-triglyceride glucose index (CTI) is a new composite biomarker used to assess inflammation and insulin resistance(IR) severity. Heart failure (HF) poses a substantial epidemiological threat with increasing incidence and mortality worldwide. However, the relationship between CTI and HF has not been extensively investigated. Using cross-sectional data from the National Health and Nutrition Examination Survey (NHANES) 2001-2010, 21,974 participants ≥ 20 years were included. HF diagnosis was based on self-reported medical history. Multivariable logistic regression adjusted for demographic, lifestyle, and clinical covariates. Smooth curve fitting analyzed dose-response relationships, while subgroup analyses explored effect heterogeneity. The research cohort comprised 21,974 individuals (631 HF cases, 21,343 non-HF). HF patients exhibited significantly higher CTI levels (p < 0.001), and a positive correlation with HF prevalence was observed (p < 0.001). Consistent positive associations were maintained across subgroups, with no significant interactions detected. Logistic regression analysis demonstrated adjusted ORs for HF per 1-unit CTI increase of 1.492 (model 1, unadjusted) and 1.279 (model 3, fully adjusted). Quartile analysis revealed a progressive increase in prevalent HF with higher CTI levels, and model 3 confirmed a nonlinear dose-response relationship (p < 0.001) with a threshold at 11.657. CTI is positively associated with the presence of HF in US adults, suggesting its potential as a biomarker for HF prevention and treatment strategies.

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Publication Details

Journal
Scientific Reports
Published
2025-07-21
DOI
https://doi.org/10.1038/s41598-025-08389-1
Citations
4
Primary Topic
Cardiovascular Function and Risk Factors
Type
article
Field-Weighted Citation Impact
5.55

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article

C-reactive protein-triglyceride glucose index and heart failure in US adults from NHANES 2001–2010

Zhicheng Ma, Jin Sheng Lei, Liangwan Chen, Yukun Chen et al.
4 citations
Scientific Reports
Cardiovascular Function and Risk Factors
5.55
article

C-reactive protein-triglyceride glucose index and heart failure in US adults from NHANES 2001–2010

Zhicheng Ma, Jin Sheng Lei, Liangwan Chen, Yukun Chen, Ningyi Cheng
article en
4 citations

Abstract

The C-reactive protein(CRP)-triglyceride glucose index (CTI) is a new composite biomarker used to assess inflammation and insulin resistance(IR) severity. Heart failure (HF) poses a substantial epidemiological threat with increasing incidence and mortality worldwide. However, the relationship between CTI and HF has not been extensively investigated. Using cross-sectional data from the National Health and Nutrition Examination Survey (NHANES) 2001-2010, 21,974 participants ≥ 20 years were included. HF diagnosis was based on self-reported medical history. Multivariable logistic regression adjusted for demographic, lifestyle, and clinical covariates. Smooth curve fitting analyzed dose-response relationships, while subgroup analyses explored effect heterogeneity. The research cohort comprised 21,974 individuals (631 HF cases, 21,343 non-HF). HF patients exhibited significantly higher CTI levels (p < 0.001), and a positive correlation with HF prevalence was observed (p < 0.001). Consistent positive associations were maintained across subgroups, with no significant interactions detected. Logistic regression analysis demonstrated adjusted ORs for HF per 1-unit CTI increase of 1.492 (model 1, unadjusted) and 1.279 (model 3, fully adjusted). Quartile analysis revealed a progressive increase in prevalent HF with higher CTI levels, and model 3 confirmed a nonlinear dose-response relationship (p < 0.001) with a threshold at 11.657. CTI is positively associated with the presence of HF in US adults, suggesting its potential as a biomarker for HF prevention and treatment strategies.

Scientific ReportsVol. 15(1)
Fujian Medical University (CN), Education Department of Fujian Province (CN), Fujian Provincial Hospital (CN), Union Hospital (CN), Fuzhou University (CN)
National Natural Science Foundation of China, Fujian Provincial Health Commission
Openalex Percentile: Top 4%
Cardiovascular Function and Risk Factors
5.55
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