The expression levels of MBOAT2, CDA, LPCAT2 and B4GALT5, which were enriched in metabolic pathways, were not only highly connected with overall survival and other clinical parameters in PACA patients, but were also closely correlated with the level of immune cell infiltration. Here, MBOAT2 is linked to permanent neonatal diabetes mellitus-pancreatic and cerebellar agenesis syndrome.