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Zulipikaer Aierken

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Open access Jul 2026

Machine learning and bioinformatics identify and validate membrane protein biomarkers for type 2 diabetes mellitus

ICAM1 and EZR may serve as potential diagnostic biomarkers and candidate therapeutic targets associated with T2DM and may be associated with insulin resistance by reducing glucose transport efficiency and potentially through modulation of the PI3K-AKT signaling pathway.

Tong Liu, Zhaoyuan Tang, Zulipikaer Aierken et al. · 0 citations

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