Although more studies are required, angiogenesis, with the involvement of angiopoietin-1, could also be modulated by actions of opioids, and the rs1283671 and rs1283720 SNPs within this gene region were found to be significantly associated with average daily opioid requirements for the treatment of cancer pain in our previous GWAS [33]. This evidence concerns the gene ANGPT1 and cancer.