The positive sign of the genetic correlation estimates in these four instances, therefore, suggests that gallstones and gallbladder disease, elevated GGT, and elevated CRP would be risk factors for pneumonia. This evidence concerns the gene CRP and susceptibility to pneumonia measurement.