Integrative molecular subtyping and diagnostic model construction for Moyamoya disease based on diverse programmed cell death gene patterns

Abstract Background The role of cell death in the pathogenesis of Moyamoya disease (MMD) remains unclear. Methods Gene expression data from two publicly available MMD datasets (GSE157628 and GSE189993) were integrated. Differential expression analysis of cell death-related genes was performed, follo...

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Bibliographic Details
Main Authors: Qikai Tang, Chenfeng Ma, Hu Li, Jiaheng Xie, Weiqi Bian, Qingyu Lu, Zeyu Wan, Wei Wu
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Orphanet Journal of Rare Diseases
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Online Access:https://doi.org/10.1186/s13023-025-03816-y
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