Integrative Machine Learning Approach to Explore Glycosylation Signatures and Immune Landscape in Moyamoya Disease

Integrative Machine Learning Approach to Explore Glycosylation Signatures and Immune Landscape in Moyamoya Disease

Moyamoya disease (MMD) is a rare, chronic cerebrovascular disorder of uncertain etiology. Although abnormal glucose metabolism has been implicated, the contribution of glycosylation-related genes in MMD remains elusive. In this study, we analyzed 2 transcriptome data sets (GSE189993 and GSE131293) f...

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Main Authors: Cunxin Tan MD, PhD, Jing Wang MD, PhD, Yanru Wang MD, Shaoqi Xu BS, Zhenyu Zhou MD, Junze Zhang MD, PhD, Shihao He MD, PhD, Ran Duan MD, PhD
Format: Article
Language:English
Published: SAGE Publishing 2025-05-01
Series:Bioinformatics and Biology Insights
Online Access:https://doi.org/10.1177/11779322251342412
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