Obesity was most common in patients with BBS1 mutations, with 11 obese patients (78.6%) carrying BBS1 mutations, while patients with BBS7 and BBS19 mutations exhibited lower rates of obesity. Here, IFT27 is linked to obesity due to melanocortin 4 receptor deficiency.