Evidence map›Paper›PMID 40325101›Full record

ArticleScientific reports2025

Association of cardiometabolic markers with hepatic steatosis and liver fibrosis in population without obesity and diabetes.

Zhixing Fan, Chaojun Yang, Xiaojing Zhao, Jing Zhang

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 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 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

4 authors.

Zhixing Fan *Department of Cardiology, the First College of Clinical Medical Sciences, China Three Gorges University, Yichang, 443003, China.
Chaojun Yang *Department of Cardiology, the First College of Clinical Medical Sciences, China Three Gorges University, Yichang, 443003, China.
Xiaojing Zhao *Schoolof Foreign Stdies, China Three Gorges·University, Yichang, 443003, China.
Jing ZhangThe Second Department of Infectious Disease, Shanghai Fifth People's Hospital, Fudan University, 801 Heqing Road, Minhang District, Shanghai, 201100, China. zj391120@163.com.

Funding

Health Commission of Hubei Province Project WJ2023M150National Natural Science Foundation of China 82371597Natural Science Foundation of Hubei Province 2023AFB609
6 · The paper itself

Abstract

The link between cardiometabolic markers and hepatic steatosis and liver fibrosis in non-hypertensive, non-diabetic populations remains unclear. A study was conducted using data from the National Health and Nutrition Examination Survey. Hepatic steatosis and liver fibrosis were assessed using vibration-controlled transient elastography. Logistic regression and restricted cubic splines (RCS) were used to evaluate the associations of cardiometabolic index (CMI), atherogenic index of plasma (AIP), triglyceride-glucose index (TyG), and estimated glucose disposal rate (eGDR) on hepatic steatosis and estimated fibrosis. Mediation analysis examined the role of insulin resistance (HOMA-IR) and liver enzymes. Among 1489 participants, 39.15% had hepatic steatosis and 2.82% had liver fibrosis. Higher CMI (OR = 3.967, 95%CI: 2.297, 6.851), AIP (OR = 3.255, 95%CI: 2.031, 5.216), TyG (OR = 3.689, 95%CI: 2.363, 5.760), and FLI (OR = 2.695, 95%CI: 1.997, 7.816) tertiles of Q3 were linked to increased hepatic steatosis odds, while eGDR reduced odds (OR = 0.217, 95%CI: 0.127, 0.373). The AUC values of these four cardiac markers were greater than FLI, among which eGDR showed the highest predictive value (AUC = 0.781). In the hepatic steatosis population, CMI (OR = 1.419, 95%CI: 1.033, 2.747), AIP (OR = 5.527, 95%CI: 1.082, 28.242), and TyG (OR = 2.345, 95%CI: 1.180, 4.661) were also showed significant association with liver fibrosis, while eGDR and FIB-4 were not associated with liver fibrosis. AIP had the highest discriminative ability for liver fibrosis (AUC = 0.798). Mediation analysis showed HOMA-IR mediated 25.50%~36.20% of cardiometabolic markers' associations with hepatic steatosis, followed by liver enzymes. Cardiometabolic markers are strongly linked to hepatic steatosis and liver fibrosis in populations without traditional risk factors, even outperforming the established hepatic steatosis and the fibrosis marker, highlighting their potential for early liver disease risk identification in seemingly healthy individuals.

Indexed as

BiomarkersFatty LiverLiver CirrhosisAdultAgedCross-Sectional StudiesDiabetes MellitusFemaleHumansInsulin ResistanceMaleMiddle AgedNutrition SurveysObesityRisk FactorsBiomarkersAtherogenic index of plasmaCardiometabolic indexEstimated glucose disposal rateHepatic steatosisLiver fibrosisTriglyceride-glucose index

Identifiers

PMID40325101
PMCPMC12053748

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.