Among the markers identified based on correlation analysis, SVM combined with Random Forest modeling analysis showed that two candidate genes, fibroblast growth factor receptor 1 (FGFR1) and EYA transcriptional coactivator and phosphatase 1 (EYA1), play important roles in pathogenesis of microtia-atresia. The gene discussed is FGFR1; the disease is microtia.