MC4R and morbid obesity: For common variants, PheWAS analyses independently replicated the GWAS findings with strong association of multiple MC4R variants to ICD9 codes related to overweight, obesity, and morbid obesity (best P = 6.74 × 10−13) (Table 4, Supplementary Table S9).