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Xiao-Dan Li

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Open access Aug 2026

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

The potential roles of MMRGs in COPD are revealed and novel biomarkers are identified, providing new insights and research foundations for the early diagnosis, personalized treatment, and drug development of COPD.

Xiao-Dan Li, Jin Wang, Zhongbai Hu et al. · 0 citations

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