Evidence mapPaperPMID 41634708Full record

ArticleCardiovascular diabetology2026

Association of atherogenic index of plasma and cardiometabolic index with all-cause mortality and cardiovascular disease in NAFLD patients: NHANES 1999-2018.

Chaojie Yu, Chen Qiu, Qian Zhang, Wenrui Wang, Siqi Liu, Zhenjing Jin

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Article in Cardiovascular diabetology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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2 citing papers in PubMed.

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6 authors.

Chaojie YuDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China.
Chen QiuDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China.
Qian ZhangDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China.
Wenrui WangDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China.
Siqi LiuDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China.
Zhenjing JinDepartment of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun City, Jilin Province, China. jinzj@jlu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe atherogenic index of plasma (AIP) serves as a crucial indicator for assessing atherosclerotic risk. It reflects the degree of dyslipidaemia and cardiovascular disease (CVD) risk. The cardiometabolic index (CMI) provides a comprehensive evaluation of obesity-related metabolic risk, acting as a key biomarker for predicting multiple cardiometabolic diseases. The relationship between AIP and CMI in patients with non-alcoholic fatty liver disease (NAFLD) and mortality or CVD risk remains unclear.

methodsThis study included 5792 adult (≥ 18 years) NAFLD patients from the US National Health and Nutrition Examination Survey (NHANES, 1999-2018). Weighted logistic regression and Cox proportional hazards models were employed to investigate the association between AIP, CMI and all-cause mortality, CVD mortality and CVD risk. Restricted cubic spline (RCS) curves assessed non-linear associations. Subgroup analyses and mediation analyses examined the effect modifiers and mediators. The incremental predictive value of AIP and CMI was evaluated. Sensitivity analyses were conducted to validate the robustness.

resultsDuring follow-up, 721 all-cause deaths (including 241 CVD deaths) and 726 total CVD events were recorded. After adjusting for confounding factors, patients in the highest quartiles of AIP and CMI had a significantly higher risk of specific CVD events. The strongest association was observed for CHF (AIP: OR = 3.157, 95% CI 1.684, 5.922, p < 0.001; CMI: OR = 3.604, 95% CI 1.843, 7.047, p < 0.001), followed by heart attack and CHD. CMI consistently demonstrated a stronger effect than AIP. RCS analysis indicates a non-linear relationship between CMI and CHD, angina pectoris. Subgroup analysis revealed that both AIP and CMI demonstrated high predictive value for all-cause mortality in the 40-60 age cohort. Mediation analysis revealed that Mets, NLR, hypertension and HOMA-IR partially mediated the aforementioned associations. The inclusion of AIP and CMI partially improved the predictive capability of the basic model. Sensitivity analyses validated the robustness of these findings.

conclusionsIn patients with NAFLD, CMI is a stronger predictor of non-fatal CVD than AIP. While both indices show limited value for predicting mortality, CMI holds promise as a practical supplementary tool for clinical risk assessment.

Indexed as

Cardiovascular DiseasesLipidsNon-alcoholic Fatty Liver DiseaseAdultAgedBiomarkersCardiometabolic Risk FactorsCause of DeathFemaleHumansMaleMiddle AgedNutrition SurveysPredictive Value of TestsPrognosisRisk AssessmentBiomarkersLipidsAll-cause mortalityAtherogenic index of plasmaCardiometabolic indexCardiovascular diseaseNAFLDNHANES

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PMID41634708
PMCPMC12958543

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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.