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Novel metabolic classification for extrahepatic complication of metabolic associated fatty liver disease: A data-driven cluster analysis with international validation by Junzhao Ye; Xiaodong Zhuang; Xin Li; Xiaorong Gong; Yanhong Sun; Wei Wang; Shiting Feng; Tingfeng Wu; Bihui Zhong is a Medicine article available to read on EtoBox.

What is Novel metabolic classification for extrahepatic complication of metabolic associated fatty liver disease: A data-driven cluster analysis with international validation about?

## Background: Traditional classification systems of metabolic-associated fatty liver disease (mafld) do not account for the high rate of extrahepatic complications. to create a new classification of mafld using metabolic parameters to identify risks of complications more accurately. ## Methods: The retrospective study included mafld patients from the first affiliated hospital of sun yat-sen university for model development, and the model was validated respectively using chinese cohort and uk biobank database. cluster analysis with k-means cluster was built using age, body mass index (bmi), glycosylated hemoglobin (hba1c), total cholesterol/high density lipoprotein cholesterol (hdl-c) ratio, triglyceride, and lipoprotein(a) [lp(a)] levels. cox regression models were used to compare the risk of type 2 diabetes (t2dm), chronic heart disease (chd), stroke and mortality between the clusters. ## Results: 1038 mafld patients from cross-sectional population were recruited for the model derivation, with 10,451 cases (33.4 % of mafld) from chinese cohort and 304,141 cases (34.9 % of mafld, 1010 cases with magnetic resonance imaging proton density fat fraction measurement [mri-pdff]) from th

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Author
Junzhao Ye; Xiaodong Zhuang; Xin Li; Xiaorong Gong; Yanhong Sun; Wei Wang; Shiting Feng; Tingfeng Wu; Bihui Zhong
Publisher
Elsevier BV
Published
2022
Language
EN
Field
Medicine (Health Sciences)

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