In addition, some transcription factors, including HDGF, NCL, PCBP1, and PCBP2, were also found to be largely modified by lysine lactylation in all four types of GI tumors, and further confirming the regulation of Kla in gene expression. Here, HDGF is linked to digestive system neoplasm.