As an illustrative example of applying BNs to a real data set, we consider our recent study [33] investigating DNA methylation as a potential mediator via which genetic variants associated with rheumatoid arthritis (RA) might confer disease risk by influencing gene expression in circulating CD4+ and B lymphocytes. The gene discussed is CD4; the disease is rheumatoid arthritis.