Lactate accumulation not only acidifies the microenvironment but also induces lactoylation of adenylate kinase 2 (AK2) at lysine 28, impairing its kinase activity and disrupting energy homeostasis, thereby promoting tumor proliferation, invasion, and metastasis (34). Here, AK2 is linked to neoplasm.