For a comprehensive evaluation of all PGx interactions among NUDT15, TPMT, IL6, and CRIM1, we performed comprehensive ROC analysis using data of all 320 pediatric patients with ALL (Fig. 5). This evidence concerns the gene TPMT and acute lymphoblastic leukemia.