BBS1 and Bardet-Biedl syndrome: However, the patient was a carrier of a single (heterozygous) pathogenic variant in BBS1, a gene causing Bardet–Biedl syndrome (BBS), an autosomal recessive disease with cystic kidneys and other syndromic features.37 The patient also had a VUS in PKD1.