Prediction of MASLD using different screening indexes in Chinese type 2 diabetes mellitus.

IF 3.4 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Diabetology & Metabolic Syndrome Pub Date : 2025-01-09 DOI:10.1186/s13098-024-01571-x
Mengmeng Hu, Jingyu Yang, Beibei Gao, Zhoulu Wu, Ying Wu, Dandan Hu, Qiong Shen, Lei Chen
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Abstract

Background: Formerly known as non-alcoholic fatty liver disease (NAFLD), metabolic dysfunction-associated steatotic liver disease (MASLD) has now become the most widespread chronic liver disease worldwide. The primary goal of this study is to assess the ability of different indexes (including VAI, TyG, HOMA-IR, BMI, LAP, WHtR, TyG-BMI, TyG-WC, and TyG-WHtR) to predict MASLD in individuals diagnosed with type 2 diabetes mellitus (T2DM), particularly within the Chinese population.

Methods: This cross-sectional study involved 1,742 patients with T2DM, recruited from the Metabolic Management Centers (MMC) at Suzhou Municipal Hospital. Abdominal ultrasonography was employed for MASLD diagnosis in patients with T2DM. The predictive accuracy of various screening indexes for MASLD in the Chinese T2DM population was evaluated using logistic regression and receiver operating characteristic (ROC) curve analyses.

Results: Among the 1,742 participants, 996 were diagnosed with MASLD. After adjusting for potential confounding factors, positive associations with the risk of MASLD were found for all the nine indexes. The lipid accumulation product (LAP) exhibited the greatest predictive value for detecting MASLD, with an area under the curve (AUC) of 0.786(95%CI 0.764,0.807), followed by BMI(AUC = 0.785), VAI(AUC = 0.744), TyG(AUC = 0.720), WHtR(AUC = 0.710) and HOMA-IR(AUC = 0.676). The composite Indexes (TyG-BMI, TyG-WC, TyG-WHtR) also showed considerable predictive ability with AUCs of 0.765, 0.752 and 0.748, respectively.

Conclusion: Our results indicated that all nine indexes have favorable correlations with the risk of MASLD, and most of them have a good performance in predicting MASLD. According to our study, LAP was a reliable index for predicting MASLD among Chinese T2DM patients. The exploration of non-invasive screenings will provide significant support for the early detection and diagnosis of MASLD.

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不同筛查指标对中国2型糖尿病患者MASLD的预测。
背景:代谢功能障碍相关脂肪变性肝病(MASLD)以前被称为非酒精性脂肪性肝病(NAFLD),现在已成为世界范围内最广泛的慢性肝病。本研究的主要目的是评估不同指标(包括VAI、TyG、HOMA-IR、BMI、LAP、WHtR、TyG-BMI、TyG- wc和TyG-WHtR)预测2型糖尿病(T2DM)患者MASLD的能力,特别是在中国人群中。方法:本横断面研究纳入1,742例T2DM患者,从苏州市立医院代谢管理中心(MMC)招募。应用腹部超声诊断T2DM患者MASLD。采用logistic回归和受试者工作特征(ROC)曲线分析对中国T2DM人群MASLD的各种筛查指标的预测准确性进行评估。结果:在1742名参与者中,996名被诊断为MASLD。在调整了潜在的混杂因素后,发现所有9个指标都与MASLD的风险呈正相关。脂质堆积积(LAP)对MASLD的预测价值最大,曲线下面积(AUC)为0.786(95%CI 0.764,0.807),其次是BMI(AUC = 0.785)、VAI(AUC = 0.744)、TyG(AUC = 0.720)、WHtR(AUC = 0.710)和HOMA-IR(AUC = 0.676)。综合指数(TyG-BMI、TyG-WC、TyG-WHtR)也具有较强的预测能力,auc分别为0.765、0.752和0.748。结论:9项指标均与MASLD发生风险有较好的相关性,且多数指标对MASLD的预测效果较好。根据我们的研究,LAP是预测中国T2DM患者MASLD的可靠指标。非侵入性筛查的探索将为MASLD的早期发现和诊断提供重要支持。
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来源期刊
Diabetology & Metabolic Syndrome
Diabetology & Metabolic Syndrome ENDOCRINOLOGY & METABOLISM-
CiteScore
6.20
自引率
0.00%
发文量
170
审稿时长
7.5 months
期刊介绍: Diabetology & Metabolic Syndrome publishes articles on all aspects of the pathophysiology of diabetes and metabolic syndrome. By publishing original material exploring any area of laboratory, animal or clinical research into diabetes and metabolic syndrome, the journal offers a high-visibility forum for new insights and discussions into the issues of importance to the relevant community.
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