Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Endocrinol.

Sec. Cardiovascular Endocrinology

Volume 16 - 2025 | doi: 10.3389/fendo.2025.1677653

Association of the atherogenic index of plasma and other lipid indices with abnormal glucose metabolism in patients with ischemic stroke

Provisionally accepted
Ting  LiuTing Liu1,2Weizhen  LiWeizhen Li1,2Shiwen  ZhangShiwen Zhang1,2Ye  WangYe Wang1,2Xin  ZouXin Zou1,2Yiran  ZhaoYiran Zhao1,2Jiawen  DongJiawen Dong1,2Lin  ZhuLin Zhu1,2Shencheng  LuoShencheng Luo1,2Bernhard  KolbergBernhard Kolberg3Jing  LiJing Li1,2*
  • 1First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
  • 2National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
  • 3Department of Internal Medicine, Mannheim Medical School of Heidelberg University, Mannheim, Germany

The final, formatted version of the article will be published soon.

Objective: To evaluate the relationship of the atherogenic index of plasma (AIP) and other lipid indices with prediabetes mellitus (Pre-DM) and type 2 diabetes mellitus (T2DM) in patients with ischemic stroke (IS), with a focus on exploring the clinical application value of AIP in the assessment of glucose metabolism disorders. Methods: This study was conducted for the first time based on a large-scale IS cohort. 18,604 patients with IS were enrolled and subjected to comprehensive lipid profile assessments. The correlation between AIP and other commonly used lipid indices was systematically compared. Based on glucose levels, the patients were divided into three groups: normal glucose (NG), Pre-DM, and T2DM. The relationship of AIP and other lipid indices with Pre-DM and T2DM was evaluated through multivariable logistic regression. Furthermore, the dose-response correlation of AIP with Pre-DM and T2DM across varying genders and age groups was explored through the Restricted Cubic Spline (RCS) model, which was employed to analyse non-linear associations between variables. Results: We found that triglyceride (TG), total cholesterol (TC)/high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C)/HDL-C, TG/HDL-C, non-HDL-C, remnant cholesterol (RC), RC/HDL-C, and AIP were all positively correlated with Pre-DM and T2DM. Notably, AIP demonstrated the highest specificity in this context. AIP was then divided into tertiles, with the T3 group showing the strongest correlation with both conditions compared with the T1 group. The correlation was stronger among females and patients aged ≥60 years. RCS analysis This is a provisional file, not the final typeset article further indicated a non-linear positive dose-response relationship between AIP and T2DM across all genders and ages. Conclusion: In IS patients, AIP exhibits a stronger association with Pre-DM and T2DM than other lipid indices, especially in female patients and those aged 60 years and above.

Keywords: ischemic stroke, Atherogenic index of plasma, Lipid indices, pre-DM, T2DM

Received: 01 Aug 2025; Accepted: 22 Sep 2025.

Copyright: © 2025 Liu, Li, Zhang, Wang, Zou, Zhao, Dong, Zhu, Luo, Kolberg and Li. 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: Jing Li, 1725155193@qq.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.