In ever smokers carrying rs1063538 T allele, ADIPOR1 rs1539355 was the strongest effect associated factor, and the combination of ever smoking, rs1063538 T allele and rs1539355 G allele exhibited a second highest risk of colorectal cancer, with a 66.7% patient rate. Here, ADIPOR1 is linked to colorectal cancer.