ORIGINAL RESEARCH article
Front. Med.
Sec. Hepatobiliary Diseases
The inflammatory index and cytokines are associated with non-alcoholic fatty liver disease in type 2 diabetes mellitus
Provisionally accepted- 1Tianjin Third Central Hospital, Tianjin, China
- 2Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
- 3Artificial Cell Engineering Technology Research Center, Tianjin, China
- 4Tianjin Institute of Hepatobiliary Disease, Tianjin, China
- 5Economic and Technological Development Zone Branch of Yueyang Public Security Bureau, Yueyang, China
- 6Fenyang College of Shanxi Medical University, Fenyang, China
- 7Nankai University School of Medicine, Tianjin, China
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Background: Non-alcoholic fatty liver disease (NAFLD), which is characterized by hepatic steatosis in the absence of excessive alcohol consumption, is now increasingly recognized as a significant crucial factor contributing to chronic diseases, including diabetes. Moreover, it may progress to advanced hepatic pathologies such as fibrosis, cirrhosis, and even liver cancer. Systemic inflammation could be a potential mediator in the pathogenesis of diabetes secondary to NAFLD. Thus, we aim to evaluate inflammatory biomarkers to delineate their prognostic utility. Methods: A retrospective analysis was conducted on the clinical data of 624 participants from Tianjin Third Central Hospital, spanning from January 2023 to December 2024. Among them, 234 patients with NAFLD and type 2 diabetes mellitus (T2DM) were enrolled as NAFLD+T2DM group, 197 patients with T2DM were included in T2DM group and 193 healthy individuals were recruited into the control group. Independent t-tests or Mann-Whitney U tests were employed to compare demographic and biochemical parameters. Correlation analysis was carried out to assessed the association between NAFLD-T2DM comorbidity and systemic inflammation. The receiver operating characteristic curve (ROC) analysis was utilized to identify the optimal predictor and the optimum cut-off value of for the comorbidity of NAFLD-and T2DM. Results: Among serum cytokines, laboratory indicators, and six indexes, TyG, MHR, NHR, NLR and IL-6 presented a significant positive correlation with the incidence in participants with NAFLD and T2DM. Additionally, NLR (AUC: 0.868) and IL-6 (AUC: 0.777) performed the best among inflammatory indicators and cytokines. The predictors obtained from the combined testing of NLR, IL-6, and TyG offer a superior predictive value for the identification and management of NAFLD in T2DM patients. Conclusion: Based on the findings, the predictors obtained from the combined testing of NLR, IL-6, and TyG emerge as the most practical and readily accessible indicators for early screening of NAFLD from patients with T2DM.
Keywords: NAFLD, T2DM, MHR, NLR, IL-6, TyG
Received: 08 Jul 2025; Accepted: 31 Oct 2025.
Copyright: © 2025 Liu, Liu, Liu, Tian, Liu, Wang, Sui, zhang, Xu and Qi. 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: 
Jiandong  zhang, zhangjiandongth@sina.com
Hongmin  Xu, xhm809666@sina.com
Zhi  Qi, qizhi@nankai.edu.cn
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