ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Cardiovascular Endocrinology
Volume 16 - 2025 | doi: 10.3389/fendo.2025.1650319
This article is part of the Research TopicMetabolic Pathways to Multiple Long-term Conditions (Multimorbidity): Focusing on Cardio-metabolic Multimorbidity (CMM)View all 12 articles
Association of pan-immune-inflammation value and atherogenic index of plasma with chronic coronary syndrome in non-alcoholic fatty liver disease patients
Provisionally accepted- 1Second Hospital of Shanxi Medical University Department of Cardiology, Taiyuan, China
- 2The First People's Hospital of Jinzhong, Jinzhong, China
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Non-alcoholic fatty liver disease (NAFLD) is linked to a higher risk of cardiovascular disease, particularly chronic coronary syndrome (CCS). However, reliable biomarkers for early CCS risk stratification in NAFLD patients remain lacking. This study aims to assess the pan-immuneinflammation value (PIV) and atherogenic index of plasma (AIP) for CCS in NAFLD patients and to construct a practical tool for personalized risk assessment.This retrospective study included 459 NAFLD patients undergoing coronary angiography. Least absolute shrinkage and selection operator (LASSO) and multivariate logistic regression were used to discover independent risk variables for CCS. A nomogram was constructed to quantify CCS risk. Model performance was evaluated by calibration curves, concordance index, and decision curve analysis (DCA). Trend tests assessed the relationship between PIV, AIP quartiles, and CCS risk, while quantile regression analyzed their associations with coronary lesion severity (Gensini scores).Eight independent variables were identified. Elevated lnPIV (OR, 2.195; 95% CI, 1.564-3.125; P < 0.001) and AIP (OR, 4.147; 95% CI, 1.770-10.095; P < 0.001) were strongly associated with CCS. The nomogram demonstrated good discrimination (C-index = 0.782) and calibration. Trend tests revealed a significant positive correlation between lnPIV/AIP quartiles and CCS risk (P for trend < 0.05). Quantile regression further indicated that lnPIV and AIP positively correlated with higher Gensini scores.
Keywords: Non-alcoholic fatty liver disease, Chronic coronary syndrome, nomogram, Atherogenic index of plasma, Pan-Immune-Inflammation Value
Received: 19 Jun 2025; Accepted: 15 Aug 2025.
Copyright: © 2025 Yu, Zhao, Zhang, Wang, Zhen, Li, Yao, Sun, Ren and Liang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Bing Yu, Second Hospital of Shanxi Medical University Department of Cardiology, Taiyuan, China
Bin Liang, Second Hospital of Shanxi Medical University Department of Cardiology, Taiyuan, China
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