The largest number of changes in gene expression (n = 8) between tumour and non-malignant groups were identified in metabolic genes (PFKL, ATP5A1, UQCRFS1, CPT2, COX5A, ACLY, GPD2, and G6PD). The gene discussed is ATP5F1A; the disease is neoplasm.