First, in the family GBB23 with two siblings with biallelic BBS1 variants causing a clinical diagnosis of BBS, the proband also carries a third missense allele in ALMS1 (p.(His3880Tyr)), developed type 2 diabetes mellitus (T2DM). This evidence concerns the gene ALMS1 and diabetes mellitus.