Evidence map›Paper›PMID 41847096›Full record

ArticleFrontiers in cardiovascular medicine2025

Temporal relationship between inflammation and metabolic disorders and its influence on atherosclerotic cardiovascular disease.

Zhihui Liu, Huayu Sun, Hongmin Liu, Jintao Tao, Yutong Wu, Yixiu Chen, Yicheng Liao, Mo Zhang, Yufeng Bian, Renjie Fu and 4 more

Abstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 2025. 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

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

14 authors.

Zhihui LiuDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Huayu Sun *Department of Cardiology, Kailuan General Hospital, Tangshan, China.
Hongmin Liu *Department of Cardiology, Kailuan General Hospital, Tangshan, China.
Jintao TaoDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Yutong WuUniversity of Toronto, Toronto ON, Canada.
Yixiu ChenDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Yicheng LiaoDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Mo ZhangDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Yufeng BianDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Renjie FuDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Yajing LiangSchool of Graduate Studies, North China University of Science and Technology, Tangshan, China.
Wenchao YaoSchool of Public Health, North China University of Science and Technology, Tangshan, China.
Shouling WuDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.
Yuntao WuDepartment of Cardiology, Kailuan General Hospital, Tangshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Atherosclerotic cardiovascular disease (ASCVD) is one of the conditions driven by imbalances in inflammatory and metabolic regulation. Although the temporal and causal relationships between inflammation and metabolic disorders are complex, the sequence in which they occur remains unclear. This study aimed to explore the temporal relationship between inflammation [high-sensitivity C-reactive protein (hsCRP)) and metabolic disorders (Continuous Metabolic syndrome score (cMets)] and their cumulative joint effects on ASCVD. Methods: This prospective cohort study was conducted in two parts. First, a longitudinal analysis was performed on 62,296 participants over a 4.05-year follow-up period using a cross-lagged panel model to investigate the directional relationship between hsCRP and cMetS. Second, after excluding 3,619 participants with a history of ASCVD, the remaining individuals were categorized into four groups to examine the time-weighted cumulative joint exposure of hsCRP and cMetS on the risk of ASCVD and its subtypes using Cox proportional hazards models. Results: There was a bidirectional relationship between hsCRP and cMetS, The robustness of the pathway from baseline hsCRP to follow-up cMetS ( Conclusion: There is a bidirectional relationship between inflammation and metabolic disorders, with inflammation appearing to precede metabolic disorders. Concurrent exposure to both inflammation and metabolic disorders significantly increases the risk of ASCVD, particularly among individuals under 60 years of age and those classified as having a low risk of developing ASCVD in the next 10 years.

Indexed as

C-reactive proteininflammationlongitudinal studymetabolic disorderstemporal relationship

Identifiers

PMID41847096
PMCPMC12989371

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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.