Machine Learning-Based Proteomics Reveals Ferroptosis in COPD Patient-Derived Airway Epithelial Cells Upon Smoking Exposure.
Journal of Korean medical science（2023）
Abstract
Our ML-based feature selection from proteomic data reveals ferroptosis to be the most distinctive feature of cultured COPD epithelial cells compared to non-COPD epithelial cells upon exposure to smoke extract.
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Key words
Ferroptosis, Pulmonary Disease, Chronic Obstructive, Proteomics, Machine Learning, Epithelial Cells
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