With the gene ontology analysis, multiple genes involved in cell migration, adhesion and proliferation, as well as angiogenesis regulation, were significantly upregulated in tumours expressing EGFR and COL1A1 (Fig. 2f and Supplementary Data 1). The gene discussed is COL1A1; the disease is neoplasm.