Evidence map›Paper›PMID 41890187›Full record

ArticleFrontiers in endocrinology2026

Association between C-reactive protein to triglyceride-glucose index and atrial fibrillation: a cross-sectional analysis.

JingShuang Liu, Shuhan Pan, Bingxue Song, Xinren Zhang, Xia Li, Jing Li

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

JingShuang LiuDepartment of Emergency Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.
Shuhan PanDepartment of Emergency Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.
Bingxue SongDepartment of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Xinren ZhangDepartment of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China.
Xia LiDepartment of Cardiology, The Affiliated Hospital of Qingdao University, Qingdao, China.
Jing LiDepartment of Emergency Medicine, The Affiliated Hospital of Qingdao University, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to investigate the association between a novel composite biomarker, the C-reactive protein to triglyceride-glucose index (CTI) and the prevalence of atrial fibrillation (AF) in a general adult population. Methods: This cross-sectional study included 2, 988 participants Clinical and laboratory data were collected to calculate the CTI. Multivariable logistic regression models were employed to evaluate the association between CTI and AF prevalence, and the dose-response relationship was assessed using restricted cubic spline (RCS) analysis. Furthermore, the association between CTI and AF risk was evaluated using the C-index, net reclassification improvement (NRI), and integrated discrimination improvement (IDI). Results: Among the 2, 988 participants, CTI levels were significantly higher in the AF group compared to the non-AF group. In the fully adjusted model (adjusting for age, sex, BMI, blood pressure, glycemic indices, and lipid profiles), CTI was independently and positively associated with AF prevalence (OR 7.27, 95% CI 5.87-9.00; P < 0.001). Restricted cubic spline analysis revealed a significant linear dose-response relationship between CTI and AF risk. Furthermore, adding CTI to the reference clinical model improved the C-index from 0.6828 to 0.7985, accompanied by significant improvements in the net reclassification improvement (NRI: 0.5609) and integrated discrimination improvement (IDI: 0.7182) (all P < 0.001). Conclusions: A higher CTI, reflecting a state of combined elevated inflammation and insulin resistance, is significantly and independently associated with an increased prevalence of atrial fibrillation. This novel index may serve as a valuable and integrative biomarker for identifying individuals at high risk for AF.

Indexed as

Atrial FibrillationBlood GlucoseC-Reactive ProteinTriglyceridesAgedBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsBiomarkersBlood GlucoseC-Reactive ProteinTriglyceridesatrial fibrillationC-reactive proteincross-sectional studyinflammationinsulin resistancetriglyceride-glucose index

Identifiers

PMID41890187
PMCPMC13013049

What Socratic holds

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LicenceCC BY
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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.