To identify hub genes, the researchers applied three machine learning algorithms—SVM-RFE, LASSO, and Random Forest—resulting in the identification of CYYR1, GALNT14, and OLAH as potential BPD biomarkers. The gene discussed is GALNT14; the disease is bronchopulmonary dysplasia.