Evidence map›Paper›PMID 41132049›Full record

ArticleJournal of global health2025

Elevated inflammation supra-additively promotes the progression from prediabetes to diabetes: a prospective cohort study.

Yulong Lan, Dan Wu, Huancong Zheng, Xiong Ding, Hui Zhou, Kuangyi Wu, Weiqiang Wu, Zegui Huang, Xianxuan Wang, Wei Wang and 2 more

Abstract read
In one paragraph

Article in Journal of global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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

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

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

12 authors.

Yulong LanSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Dan WuSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Huancong ZhengSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Xiong DingWuhan University, School of Public Health, Wuhan, China.
Hui ZhouCentral South University, Xiangya School of Nursing, Changsha, China.
Kuangyi WuSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Weiqiang WuSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Zegui HuangSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.
Xianxuan WangUniversity of Toronto, Department of Physiology, Temerty Faculty of Medicine, Toronto, Canada.
Wei WangEdith Cowan University, School of Medical and Health Sciences, Centre for Precision Health, Joondalup, Australia.
Shouling WuKailuan General Hospital, Department of Cardiology, Tangshan, China.
Youren ChenSecond Affiliated Hospital of Shantou University Medical College, Department of Cardiology, Shantou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Factors impacting on the conversion of prediabetes to diabetes or normoglycemia remain unclear. This study aimed to investigate the role of subclinical inflammation, assessed by high-sensitivity C-reactive protein (hsCRP), in the progression to diabetes from prediabetes, assessed by impaired fasting glucose (IFG). Methods: Time-to-event survival analyses were conducted among 82 475 participants without diabetes from Kailuan Study (a real-life prospective cohort in China) to access the isolated and joint effect of hsCRP and IFG on diabetes risk, and quantify their relative contribution to incident diabetes. Results: Over a median 11-year follow-up, 14 215 diabetes cases were recorded. IFG and hsCRP independently and jointly increased diabetes risk. Diabetes incidence was higher in those with elevated inflammation (hsCRP≥2 mg/L: 90.45 vs. 66.76 per 1000 person-years). The joint effect risk (hazard ratios (HR) = 4.96; 95% confidence interval (CI) = 4.66-5.28) exceeded the sum of individual risks (HR = 4.29; 95% CI = 4.09-4.49 for IFG and HR = 1.11; 95% CI = 1.06-1.16 for elevated inflammation), with a relative excess risk due to interaction of 0.56 (95% CI = 0.23-0.89). Attributable proportions were 83.08% for IFG, 2.78% for hsCRP, and 14.14% for their interaction. The joint risks and the additive interaction were significant in both men and women, and were more pronounced among individuals aged <60 years than those aged ≥60 years. Conclusions: Elevated inflammation synergistically amplifies diabetes risk in prediabetes among Chinese adults, particularly in those <60 years.

Indexed as

Diabetes Mellitus, Type 2InflammationPrediabetic StateAdultAgedBlood GlucoseChinaC-Reactive ProteinDisease ProgressionFemaleHumansIncidenceMaleMiddle AgedProspective StudiesRisk FactorsBlood GlucoseC-Reactive Protein

Identifiers

PMID41132049
PMCPMC12550539

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.