TXNRD1, TXNRD2, TXNRD3, and SelN1 interacted with BMI to alter risk of colon cancer and TXNRD1 interacted with BMI to statistically alter risk associated with rectal cancer (Table 5). The gene discussed is TXNRD1; the disease is rectal cancer.