Its impact on pan-cancer diagnosis, prognosis, and immune regulation is still uncertain.<h4>Methods</h4>We analyzed PPME1 expression across multiple carcinomas using TCGA, GEO, and other datasets, focusing on its transcriptional profile, prognostic value, genetic and epigenetic alterations, and immunological role. Here, PPME1 is linked to cancer.