Evidence map›Paper›PMID 40691183›Full record

ArticleScientific reports2025

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

Ningyi Cheng, Zhicheng Ma, Yukun Chen, Lei Jin, Liangwan Chen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ningyi ChengDepartment of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
Zhicheng MaSchool of Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou University, Fuzhou, Fujian, China.
Yukun ChenDepartment of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
Lei JinDepartment of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
Liangwan ChenDepartment of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China. chenliangwan@fjmu.edu.cn.

Funding

Major Science and Technology Project of Fujian Provincial Health Commission 2022ZD01004the Fujian Provincial Special Reserve Talents 2021-25the National Natural Science Foundation of China 82241209
6 · The paper itself

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.

Indexed as

Blood GlucoseC-Reactive ProteinHeart FailureAdultAgedBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysUnited StatesBiomarkersBlood GlucoseC-Reactive ProteinC-reactive protein-triglyceride glucose indexHeart failureInflammationInsulin resistanceNon-linear association

Identifiers

PMID40691183
PMCPMC12279938

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.