Revisiting the morbid genome of Mendelian disorders

Abstract

Background

The pathogenicity of many Mendelian variants has been challenged by large-scale sequencing efforts. However, many rare and benign “disease mutations” are difficult to analyze due to their rarity. The Saudi Arabian variome is enriched for homozygosity due to inbreeding, a key advantage that can be exploited for the critical examination of previously published variants.

Results

We collated all “disease-related mutations” listed in the Human Gene Mutation Database (HGMD) and ClinVar, including “variants of uncertain significance” (VOUS). We find that the use of public databases including 1000 Genomes, ExAC, and Kaviar can reclassify many of these variants as likely benign. Our Saudi Human Genome Program (SHGP) can reclassify many variants that are rare in public databases. Furthermore, SGPD allows us to observe many previously reported variants in the homozygous state and our extensive phenotyping of participants makes it possible to demonstrate the lack of phenotype for these variants, thus challenging their pathogenicity despite their rarity. We also find that 18 VOUS BRCA1 and BRCA2 variants that are listed in BRCA Exchange are present at least once in the homozygous state in patients who lack features of Fanconi anemia. Reassuringly, we could reciprocally demonstrate that none of those labeled as “pathogenic” were observed in the homozygous statue in individuals who lack Fanconi phenotype in our database.

Conclusion

Our study shows the importance of revisiting disease-related databases using public resources as well as of population-specific resources to improve the specificity of the morbid genome of Mendelian diseases in humans.

Electronic supplementary material

The online version of this article (doi:10.1186/s13059-016-1102-1) contains supplementary material, which is available to authorized users.