A three-gene random forest model for diagnosing idiopathic pulmonary fibrosis based on circadian rhythm-related genes in lung tissue.

Journal: Expert review of respiratory medicine

PMID: 38285622

Abstract

BACKGROUND: The disorder of circadian rhythm could be a key factor mediating fibrotic lung disease Therefore, our study aims to determine the diagnostic value of circadian rhythm-related genes (CRRGs) in IPF.

Authors

Jie He

Clinical Medical College of Chengdu Medical College, Chengdu, Sichuan, China.
Jun Hu

Jinling Clinical Medical College, Nanjing Medical University，Nanjing，Jiangsu 210002，China.
Hairong Liu

Clinical Medical College of Chengdu Medical College, Chengdu, Sichuan, China.

Keywords

Circadian Rhythm Collagen Type VII Humans Idiopathic Pulmonary Fibrosis Lung Random Forest

External Resources

View on PubMed Access via DOI PubMed (38285622)

A three-gene random forest model for diagnosing idiopathic pulmonary fibrosis based on circadian rhythm-related genes in lung tissue.

Abstract

Authors

Keywords

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