Comparison of SPISE and METS-IR and Other Markers to Predict Insulin Resistance and Elevated Liver Transaminases in Children and Adolescents.

IF 6.8 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Diabetes & Metabolism Journal Pub Date : 2024-10-29 DOI:10.4093/dmj.2024.0302
Kyungchul Song, Eunju Lee, Hye Sun Lee, Hana Lee, Ji-Won Lee, Hyun Wook Chae, Yu-Jin Kwon
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Abstract

Background: Studies on predictive markers of insulin resistance (IR) and elevated liver transaminases in children and adolescents are limited. We evaluated the predictive capabilities of the single-point insulin sensitivity estimator (SPISE) index, metabolic score for insulin resistance (METS-IR), homeostasis model assessment of insulin resistance (HOMA-IR), the triglyceride (TG)/ high-density lipoprotein cholesterol (HDL-C) ratio, and the triglyceride-glucose index (TyG) for IR and alanine aminotransferase (ALT) elevation in this population.

Methods: Data from 1,593 participants aged 10 to 18 years were analyzed using a nationwide survey. Logistic regression analysis was performed with IR and ALT elevation as dependent variables. Receiver operating characteristic (ROC) curves were generated to assess predictive capability. Proportions of IR and ALT elevation were compared after dividing participants based on parameter cutoff points.

Results: All parameters were significantly associated with IR and ALT elevation, even after adjusting for age and sex, and predicted IR and ALT elevation in ROC curves (all P<0.001). The areas under the ROC curve of SPISE and METS-IR were higher than those of TyG and TG/HDL-C for predicting IR and were higher than those of HOMA-IR, TyG, and TG/HDL-C for predicting ALT elevation. The proportions of individuals with IR and ALT elevation were higher among those with METS-IR, TyG, and TG/ HDL-C values higher than the cutoff points, whereas they were lower among those with SPISE higher than the cutoff point.

Conclusion: SPISE and METS-IR are superior to TG/HDL-C and TyG in predicting IR and ALT elevation. Thus, this study identified valuable predictive markers for young individuals.

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比较 SPISE 和 METS-IR 及其他标记物,以预测儿童和青少年的胰岛素抵抗和肝脏转氨酶升高。
背景:有关儿童和青少年胰岛素抵抗(IR)和肝脏转氨酶升高的预测指标的研究十分有限。我们评估了单点胰岛素敏感性估计指数(SPISE)、胰岛素抵抗代谢评分(METS-IR)、胰岛素抵抗稳态模型评估(HOMA-IR)、甘油三酯(TG)/高密度脂蛋白胆固醇(HDL-C)比值以及甘油三酯-葡萄糖指数(TyG)对该人群中胰岛素抵抗和丙氨酸氨基转移酶(ALT)升高的预测能力:通过一项全国性调查,分析了 1,593 名 10 至 18 岁参与者的数据。以IR和ALT升高为因变量进行逻辑回归分析。生成接收者操作特征曲线(ROC)以评估预测能力。根据参数截断点对参与者进行划分后,比较了IR和ALT升高的比例:结果:所有参数都与 IR 和 ALT 升高明显相关,即使在调整年龄和性别后也是如此,并且在 ROC 曲线中预测 IR 和 ALT 升高(所有 PC 均为结论:SPISE和METS-IR在预测IR和ALT升高方面优于TG/HDL-C和TyG。因此,本研究为年轻人确定了有价值的预测指标。
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来源期刊
Diabetes & Metabolism Journal
Diabetes & Metabolism Journal Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
10.40
自引率
6.80%
发文量
92
审稿时长
52 weeks
期刊介绍: The aims of the Diabetes & Metabolism Journal are to contribute to the cure of and education about diabetes mellitus, and the advancement of diabetology through the sharing of scientific information on the latest developments in diabetology among members of the Korean Diabetes Association and other international societies. The Journal publishes articles on basic and clinical studies, focusing on areas such as metabolism, epidemiology, pathogenesis, complications, and treatments relevant to diabetes mellitus. It also publishes articles covering obesity and cardiovascular disease. Articles on translational research and timely issues including ubiquitous care or new technology in the management of diabetes and metabolic disorders are welcome. In addition, genome research, meta-analysis, and randomized controlled studies are welcome for publication. The editorial board invites articles from international research or clinical study groups. Publication is determined by the editors and peer reviewers, who are experts in their specific fields of diabetology.
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