You don't need to know the molecular growth pathways to test a biological hypothesis. We don't know which molecular pathways cause lung cancer when you smoke.
We absolutely do know about the molecular pathways that cause smoking induced lung cancer. It’s TP53 and RB1 mutations (among many others). There are probably more than a hundred thousand published papers about precisely this question