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ORIGINAL RESEARCH article

Front. Nutr.

Sec. Nutrition and Metabolism

Volume 12 - 2025 | doi: 10.3389/fnut.2025.1698297

Triglyceride-cholesterol-body weight index associated with the risk of metabolic dysfunction-associated steatotic liver disease: a population-based cross-sectional study

Provisionally accepted
Li  FanLi Fan1Yongkang  SuYongkang Su2Yue  ChenYue Chen1Ling  XuLing Xu1Hairong  HuangHairong Huang1Chunsheng  LuChunsheng Lu1Jia  PengJia Peng1Yingbin  SunYingbin Sun3Min  JiaMin Jia1*
  • 1Jiangbei Campus, The First Affiliated Hospital of Army Medical University, Chongqing, China
  • 2The 955th Hospital of the PLA Army, Qamdo, China
  • 3General Hospital of Tibet Military Command, Lhasa, China

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

Background The triglyceride-cholesterol-body weight index (TCBI), a novel parameter integrating serum triglycerides (TG), total cholesterol (TC), and body weight (BW), has not been comprehensively investigated in relation to metabolic dysfunction-associated steatotic liver disease (MASLD). This study aimed to examine the association between TCBI and MASLD. Methods This cross-sectional study used data from the NAGALA project in Japan, including 14,242 participants. TCBI was calculated using the formula: TG (mg/dL) × TC (mg/dL) × BW (kg) / 1,000. Participants were stratified into quartiles based on natural log-transformed TCBI (TCBI-LN). The association between TCBI and MASLD was assessed using multiple logistic regression, restricted cubic splines (RCS), subgroup analyses, and receiver operating characteristic (ROC) curve analysis. Results Among the 14,242 participants, the mean age was 43.53 ± 8.89 years, and 48.03% were female. In the fully adjusted model, each 1-unit increase in TCBI-LN was associated with a 1.69-fold increased risk of MASLD (OR = 2.69, 95% CI: 2.00 – 3.64, P < 0.001). Compared to quartile 1, participants in quartile 4 of TCBI-LN had a 2.91-fold higher risk of MASLD (OR = 2.91, 95% CI: 1.94 – 4.35, P < 0.001). Trend analysis and RCS curve fitting revealed a positive linear and dose-response relationship between TCBI and MASLD risk. Subgroup analysis showed that TCBI was a stronger predictor of MASLD in individuals with abnormal body mass index (BMI) or normal waist circumference (WC). ROC analysis indicated that TCBI had good predictive performance for MASLD among individuals with normal BMI (AUC = 0.810, 95% CI: 0.801 – 0.822). Conclusion TCBI showed a significant linear positive association with MASLD risk, particularly in individuals with abnormal BMI or normal WC. Moreover, TCBI demonstrated strong predictive accuracy for MASLD among individuals with normal BMI.

Keywords: metabolic dysfunction-associated steatotic liver disease (MASLD), Triglyceride-cholesterol-body weight index (TCBI), Body mass index (BMI), Waist circumference (WC), risk factor

Received: 03 Sep 2025; Accepted: 13 Oct 2025.

Copyright: © 2025 Fan, Su, Chen, Xu, Huang, Lu, Peng, Sun and Jia. 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: Min Jia, jia958hospital@163.com

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