Identification of macrophage-associated diagnostic biomarkers and molecular subtypes in gestational diabetes mellitus based on machine learning

Identification of macrophage-associated diagnostic biomarkers and molecular subtypes in gestational diabetes mellitus based on machine learning

Gestational diabetes mellitus (GDM) is a common metabolic disorder during pregnancy, involving multiple immune and inflammatory factors. Macrophages play a crucial role in its development. This study integrated scRNA-seq and RNA-seq data to explore macrophage-related diagnostic genes and GDM subtype...

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Bibliographic Details
Main Authors: Kai Wei, Liyun Yuan, Yongsheng Ge, Han Yu, Guoping Zhao, Guoqing Zhang, Guohua Liu
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Artificial Cells, Nanomedicine, and Biotechnology
Subjects:
Gestational diabetes mellitus
macrophages
non-negative matrix factorisation
machine learning
immune microenvironment
Online Access:https://www.tandfonline.com/doi/10.1080/21691401.2025.2513893
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