Specifically, the investigation revealed a connection between the phytochemical constituents and the genes CTNNB1, STAT3, HIF1A, HSP90AA1, and ERBB2, which have established links to lung cancer and play essential roles in the critical cellular pathways involved in disease progression. This evidence concerns the gene HIF1A and lung carcinoma.