Common biomarkers of idiopathic pulmonary fibrosis and systemic sclerosis based on WGCNA and machine learning

Common biomarkers of idiopathic pulmonary fibrosis and systemic sclerosis based on WGCNA and machine learning

Abstract Interstitial lung disease (ILD) is known to be a major complication of systemic sclerosis (SSc) and a leading cause of death in SSc patients. As the most common type of ILD, the pathogenesis of idiopathic pulmonary fibrosis (IPF) has not been fully elucidated. In this study, weighted correl...

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Bibliographic Details
Main Authors: Ning Shan, Yu Shang, Yaowu He, Zhe Wen, Shangwei Ning, Hong Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Idiopathic pulmonary fibrosis
Systemic sclerosis
WGCNA
GSEA
scRNA sequencing analysis
CCL2
Online Access:https://doi.org/10.1038/s41598-024-84820-3
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https://doi.org/10.1038/s41598-024-84820-3

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