Everolimus showed a lower incidence of drug-induced HFS than other PKIs (ROR = 0.9, 95% CI = 0.5–1.6), maybe related to the inefficacy of everolimus to inhibit VEGFR. The gene discussed is KDR; the disease is Hand-foot syndrome.