Specifically, genes such as, LIPT1, FDX1, PDHB, DLD, PDHA1, GLS, MTF1 and CDKN2A exhibited upregulation in tumor tissues compared to normal tissues. This evidence concerns the gene PDHA1 and neoplasm.