In our study, we found for the first time that FASTKD1 and SNRPD3 are related to the prognosis of multiple myeloma, and the specific function and mechanism of these genes in tumorigenesis in multiple myeloma require further study. The gene discussed is FASTKD1; the disease is plasma cell myeloma.