In our previous PheWAS for CHRNA3–CHRNA5–CHRNB4 risk alleles, we confirmed the association for smoking behaviors and known smoking consequences (e.g., lung cancer and asthma) and identified potential phenotypic associations related to human behaviors and lipid metabolism12. This evidence concerns the gene CHRNB4 and lung carcinoma.