For instance, BioPathNet’s path gradients clarify drug-disease associations, such as Bosutinib for ALL and Acitretin for gastric cancer, and highlight key paths and genes like SMC1A and POLA1 in Clofarabine’s mechanism. Here, POLA1 is linked to gastric cancer.