Evidence map›Paper›PMID 40634472›Full record

ArticleScientific reports2025

Association of C reactive protein triglyceride glucose index with mortality in coronary heart disease and type 2 diabetes from NHANES data.

Nan Tang, Xuejin Chen, Haoran Li, Shizhong Cheng, Ya'nan Hu, Lele Wang, Qiang Zhou, Qingdui Zhang, Ji Hao, Chunmei Qi

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 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

27 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

10 authors.

Nan TangDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Xuejin ChenDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Haoran LiDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Shizhong ChengDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Ya'nan HuDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Lele WangDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Qiang ZhouDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Qingdui ZhangDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Ji HaoDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China.
Chunmei QiDepartment of Cardiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221000, China. wwtgy12581@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coronary heart disease (CHD) and type 2 diabetes mellitus (T2DM) frequently coexist, significantly elevating the risk of adverse cardiovascular outcomes and mortality. The C-reactive protein-triglyceride-glucose index (CTI), a novel composite marker reflecting both inflammation and insulin resistance, has been associated with poor prognosis in various populations. However, its relationship with all-cause and cardiovascular mortality in patients with coexisting CHD and T2DM remains unclear. Data were obtained from 759 adults with both CHD and T2DM enrolled in the National Health and Nutrition Examination Survey (NHANES) 1999-2010 cycles, with mortality follow-up through December 31, 2019. CTI was calculated and categorized into quartiles. Kaplan-Meier survival analysis, multivariable Cox proportional hazards models, and restricted cubic spline (RCS) analyses were performed to assess the association between CTI levels and risks of all-cause and cardiovascular mortality. Pearson correlation analyses were conducted to evaluate the associations between CTI and key metabolic and inflammatory markers. Subgroup analyses were performed to assess the robustness and consistency of the associations across different clinical strata. During a median follow-up of 109 months, 520 all-cause deaths and 213 cardiovascular deaths were recorded. Higher CTI levels were independently associated with increased risks of both all-cause (HR: 1.68; 95%CI: 1.47-1.92) and cardiovascular mortality (HR: 1.70; 95%CI: 1.38-2.10) after full adjustment (P for trend < 0.001). RCS analysis confirmed a linear dose-response relationship. The association was consistent across subgroups, with stronger effects observed in patients with HbA1c < 7%. CTI also showed significant correlations with multiple metabolic and inflammatory markers.nteraction analyses further revealed that the association between CTI and all-cause mortality was more pronounced in younger individuals (P for interaction = 0.012), while no significant effect modification was observed across cardiovascular-kidney-metabolic stages or frailty status. Findings remained robust in survey-weighted analyses, and CTI also showed strong correlations with a range of metabolic and inflammatory biomarkers, supporting its integrative prognostic utility. Elevated CTI is independently associated with higher all-cause and cardiovascular mortality risks in patients with CHD and T2DM. CTI may serve as a valuable biomarker for risk stratification in this high-risk population. Further studies are warranted to validate its clinical utility.

Indexed as

Blood GlucoseCoronary DiseaseC-Reactive ProteinDiabetes Mellitus, Type 2TriglyceridesAdultAgedBiomarkersFemaleHumansMaleMiddle AgedNutrition SurveysPrognosisProportional Hazards ModelsRisk FactorsBiomarkersBlood GlucoseC-Reactive ProteinTriglyceridesAll-cause mortalityCardiovascular mortalityCoronary heart diseaseC-reactive protein-triglyceride-glucose indexNHANESType 2 diabetes mellitus

Identifiers

PMID40634472
PMCPMC12241523

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.