To our knowledge, this is the first report to comprehensively investigate the gene expression, function and regulatory mechanism of PGK1 in RCC by integrating multiple data from bioinformatics analysis, cancer cell biology, nude mouse tumor model and clinical tumor tissue validations. Here, PGK1 is linked to cancer.