In the present study, we applied in silico systems biology approaches to compare brigatinib and alectinib as first-line treatment for ALK+ NSCLC at a mechanistic level and thus highlighting the strengths and weaknesses of each ALK inhibitor. The gene discussed is ALK; the disease is non-small cell lung carcinoma.