The modeling group of MM patients was used, with pulmonary infection occurrence during chemotherapy in MM patients was set as the dependent variable (yes = 1, no = 0), while age, ISS stage, ECOG score, anemia, neutropenia, and albumin levels were set as independent variables. This evidence concerns the gene ALB and neutropenia.