This study identified five key predictors of infection in multiple myeloma patients with MM: C-reactive protein, fasting blood glucose, lactate dehydrogenase, Eastern Cooperative Oncology Group (ECOG) score, and bone marrow plasma cell percentage. This evidence concerns the gene CRP and plasma cell myeloma.