Notably, a meta-analysis of multiple cancer cohorts identified elevated expression levels of PPAT as a strong predictor of tumor malignancy, altering nitrogen metabolism to favor purine biosynthesis for cell proliferation [33]. Here, PPAT is linked to cancer.