Our heritability estimates and association results are in good agreement both with previous results about the difficulty of finding bacterial genetic elements associated with virulence from clinical cohorts [16] and with the importance of the pap operon in enabling severe UTI [13]. The gene discussed is REG3A; the disease is bacterial urinary tract infection.