Effectiveness of the ALT/AST ratio for predicting insulin resistance in a Korean population: A large-scale, cross-sectional cohort study
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Han, Seul Ki
[1
,2
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Seo, Myung Jae
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Yonsei Univ, Wonju Coll Med, Regenerat Med Res Ctr, Wonju, South Korea
Yonsei Univ, Wonju Coll Med, Dept Family Med, Wonju, South KoreaYonsei Univ, Wonju Coll Med, Dept Internal Med, Div Gastroenterol & Hepatol, Wonju, South Korea
Seo, Myung Jae
[2
,3
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Lee, Taesic
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Yonsei Univ, Wonju Coll Med, Regenerat Med Res Ctr, Wonju, South Korea
Yonsei Univ, Wonju Coll Med, Dept Family Med, Wonju, South Korea
Inst Global Hlth Care & Dev, Div Data Min & Computat Biol, Wonju, South KoreaYonsei Univ, Wonju Coll Med, Dept Internal Med, Div Gastroenterol & Hepatol, Wonju, South Korea
Lee, Taesic
[2
,3
,4
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Kim, Moon Young
[1
,2
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[1] Yonsei Univ, Wonju Coll Med, Dept Internal Med, Div Gastroenterol & Hepatol, Wonju, South Korea
[2] Yonsei Univ, Wonju Coll Med, Regenerat Med Res Ctr, Wonju, South Korea
[3] Yonsei Univ, Wonju Coll Med, Dept Family Med, Wonju, South Korea
[4] Inst Global Hlth Care & Dev, Div Data Min & Computat Biol, Wonju, South Korea
Insulin resistance is a common pathophysiology in patients with type 2 diabetes mellitus, cardiovascular disease, and non-alcoholic fatty liver disease. Thus, screening for the risk of insulin resistance is important to prevent disease progression. We evaluated the alanine aminotransferase/aspartate aminotransferase (ALT/AST) ratio to predict insulin resistance in the general population, regardless of comorbidities. Datasets from the 2015, 2019, and 2020 Korea National Health and Nutrition Examination Surveys were used, and the following four indices were implemented to indicate insulin resistance: fasting serum glucose, insulin, homeostatic model assessment for insulin resistance (HOMA-IR), and beta-cell function. We analyzed the degree of association between the liver enzyme profile and insulin resistance indices using Pearson's correlation coefficient and determined the associations using linear or logistic regression analysis. Accordingly, ALT levels in both sexes were positively and consistently correlated with the four aforementioned insulin resistance indices in stratification analyses based on diabetes, dyslipidemia, alcohol consumption, and obesity status. In multivariate linear regression, when comparing with ALT levels, the ALT/AST ratio exhibited superior predictive performance for fasting serum glucose and HOMA-beta in Korean men and improved outcomes for all insulin resistance indices in Korean women. In this analysis that included a large community-based population, the ALT/AST ratio was a more useful predictive marker than the HOMA-IR. Regarding the predicted presence or absence of insulin resistance, the ALT/AST ratio could better predict HOMA-IR than the ALT level alone in Koreans. A simple, precise marker that represents the ALT/AST ratio could be a practical method to screen for insulin resistance in the general population, regardless of diabetes mellitus, alcohol intake, and sex.
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Korea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South KoreaKorea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South Korea
Yim, Mi Hong
Jeon, Young Ju
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Korea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South KoreaKorea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South Korea
Jeon, Young Ju
Lee, Bum Ju
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Korea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South KoreaKorea Inst Oriental Med, Digital Hlth Res Div, 1672 Yuseong Daero, Daejeon 34054, South Korea