In vivo, infection of mice with PRN-deficient B. pertussis also resulted in increased serum levels of some cytokines, such as TNF-α, IL-8 G-CSF, and IL-1ß, compared to infection with PRN-producing B. pertussis. Here, CSF3 is linked to infection.