The research reviewed above reveals that ITGA9 has the potential to become a diagnostic biomarker for hepatocellular carcinoma, provides a potential treatment solution and, more importantly, shows notable tumour heterogeneity in different cancer types. The gene discussed is ITGA9; the disease is neoplasm.