International Journal of Chronic Obstructive Pulmonary Disease

Identification and Validation of Mannose Metabolism-Related Biomarkers in COPD Through Integrated Bioinformatics and Machine Learning Analysis: A Pilot Study

By Xiaodan Li, Jin Wang, Zhong Hu, Shanting Chen, Chang Liu

Computational studyBiomarkers

The paper

Xiaodan Li, Jin Wang, Zhong Hu, Shanting Chen, Chang Liu

Chongqing Medical University

International Journal of Chronic Obstructive Pulmonary Disease, 10 Aug 2026

doi.org/10.2147/copd.s604522 PubMed 42602962

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