Cross-validation analysis in the LASSO regression model selected the optimal λ value, minimizing error and finding three keloid-related genes: HSPA2, HECW2, and homeobox C9 (HOXC9) (Fig. 2G). The gene discussed is HSPA2; the disease is keloid.