Discoidin domain receptor tyrosine kinase 1 (DDR1), a collagen receptor associated with poor prognosis in non-small cell lung cancer, was the most highly expressed transmembrane receptor [44]. The gene discussed is ITGA2; the disease is non-small cell lung carcinoma.