The trends indicated a few candidate prognostic virulence markers for the development of clinical symptomatic infections which were papC/sfa in the adhesion group, iroN/fyuA in the iron uptake group, hlyA, and cnf in general in the toxin group, and kpsMTII in capsule functional group. The gene discussed is NPHS1; the disease is infection.