In this paper, we reviewed the anticancer activities of flavonoids, terpenoids, glycosides, alcohols, coumarins, sugars, and other natural compounds, especially focusing on their modulation/regulation effects on ERK-related signaling pathway in NSCLC. This evidence concerns the gene MAPK1 and non-small cell lung carcinoma.