It is suggested that the increased expression of LDHA in the most invasive subgroup of the hypoxia group activates the PI3K pathway, which promotes the invasion and metastasis of pancreatic cancer by regulating the differentiation, proliferation, metabolism, and stress of pancreatic cancer cells under hypoxic conditions (Supplementary Figure S7). This evidence concerns the gene LDHA and pancreatic neoplasm.