B. pertussis can express Fim2, Fim3 or both antigens, and for each of these antigenic shifts have occurred over time51, 52, but natural infection has been shown to be poorly immunogenic for Fim, especially Fim326, 53, 54. This evidence concerns the gene CSF1R and infection.