A single dose of pegfilgrastim or the daily administration of colony-stimulating factors can be used to prevent febrile neutropenia. This may delay the detection of rapidly progressive infections among cancer patients undergoing chemotherapy. We report a case of Pseudomonas aeruginosa bacteremic pneumonia that occurred in a patient receiving pegfilgrastim.