Four of the 21 proteins (PDCD6, TLR1, POGLUT3, and LAYN) identified due to their association with breast cancer were also observed to have colocalised and at least nominal associations with risk for other cancer sites included in this study. The gene discussed is TLR1; the disease is cancer.