Evidence map›Paper›PMID 41023291›Full record

ArticleScientific reports2025

Association between cardiometabolic index and cardiometabolic multimorbidity in non-alcoholic fatty liver disease patients: evidence from a cross-sectional study.

Jiayuan Ye, Yilian Xie, Yuejiang Gong

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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

3 authors.

Jiayuan Ye *Department of Hepatology, Shangyu People's Hospital of Shaoxing, Shaoxing University, Shaoxing, 312399, Zhejiang, China.
Yilian Xie *Department of Hepatology, The First Affiliated Hospital of Ningbo University, No.59 Liuting Street, Ningbo, 315000, Zhejiang, China.
Yuejiang GongDepartment of Ultrasound, Shangyu People's Hospital of Shaoxing, Shaoxing University, Shaoxing, 312399, Zhejiang, China. gongyuejiang1996@163.com.

Funding

Zhejiang Provincial Traditional Chinese Medicine Science and Technology Project. 2024ZL181
6 · The paper itself

Abstract

The Cardiometabolic Index (CMI), which combines abdominal obesity and lipid levels, has been shown to be associated with non-alcoholic fatty liver disease (NAFLD). NAFLD, through various mechanisms, can lead to cardiometabolic multimorbidity (CMM). Therefore, the aim of this study was to investigate the relationship between CMI and the occurrence of CMM in individuals with NAFLD. This cross-sectional study included 5,993 individuals with NAFLD from the National Health and Nutrition Examination Survey (NHANES) cycles between 1999 and 2018. Weighted multivariable analysis was used to assess the association between CMI and CMM, with stratified and Restricted Cubic Spline (RCS) analyses. The findings revealed a statistically significant positive correlation between CMI levels and CMM risk in NAFLD patients across all three models. Furthermore, stratified analysis indicated that this relationship was more pronounced in females. RCS analysis revealed a nonlinear relationship between CMI and CMM. Our analysis demonstrates a clear positive association between CMI and CMM in U.S. adults with NAFLD, particularly pronounced in females. These findings suggest that CMI may serve as a valuable indicator for assessing the risk of CMM in U.S. adults with NAFLD, providing critical insights for the development of more effective intervention strategies.

Indexed as

Cardiovascular DiseasesNon-alcoholic Fatty Liver DiseaseAdultAgedCardiometabolic Risk FactorsCross-Sectional StudiesFemaleHumansMaleMiddle AgedMultimorbidityNutrition SurveysObesity, AbdominalRisk FactorsUnited StatesCardiometabolic index (CMI)Cardiometabolic multimorbidity (CMM)Cross-sectional studyNational health and nutrition examination survey (NHANES)Non-alcoholic fatty liver disease (NAFLD)

Identifiers

PMID41023291
PMCPMC12479903

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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 OpenQuestion graph.