BBS1 and Alstrom syndrome: For the family in this case study, we identified an extra heterozygous missense variant in the BBS1 gene in the proband only by WGS and speculate that a BBS1 gene variant may interact with ALMS1 to alter the onset and course of manifestations of ALMS.