Exome-based mapping and variant prioritization for inherited mendelian disorders

Daniel C. Koboldt, David E. Larson, Lori S. Sullivan, Sara J. Bowne, Karyn M. Steinberg, Jennifer D. Churchill, Aimee C. Buhr, Nathan Nutter, Eric A. Pierce, Susan H Blanton, George M. Weinstock, Richard K. Wilson, Stephen P. Daiger

Research output: Contribution to journalArticle

31 Citations (Scopus)

Abstract

Exome sequencing in families affected by rare genetic disorders has the potential to rapidly identify new disease genes (genes in which mutations cause disease), but the identification of a single causal mutation among thousands of variants remains a significant challenge. We developed a scoring algorithm to prioritize potential causal variants within a family according to segregation with the phenotype, population frequency, predicted effect, and gene expression in the tissue(s) of interest. To narrow the search space in families with multiple affected individuals, we also developed two complementary approaches to exome-based mapping of autosomal-dominant disorders. One approach identifies segments of maximum identity by descent among affected individuals; the other nominates regions on the basis of shared rare variants and the absence of homozygous differences between affected individuals. We showcase our methods by using exome sequence data from families affected by autosomal-dominant retinitis pigmentosa (adRP), a rare disorder characterized by night blindness and progressive vision loss. We performed exome capture and sequencing on 91 samples representing 24 families affected by probable adRP but lacking common disease-causing mutations. Eight of 24 families (33%) were revealed to harbor high-scoring, most likely pathogenic (by clinical assessment) mutations affecting known RP genes. Analysis of the remaining 17 families identified candidate variants in a number of interesting genes, some of which have withstood further segregation testing in extended pedigrees. To empower the search for Mendelian-disease genes in family-based sequencing studies, we implemented them in a cross-platform-compatible software package, MendelScan, which is freely available to the research community.

Original languageEnglish
Pages (from-to)373-384
Number of pages12
JournalAmerican Journal of Human Genetics
Volume94
Issue number3
DOIs
StatePublished - Mar 6 2014

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Exome
Mutation
Retinitis Pigmentosa
Genes
Night Blindness
Inborn Genetic Diseases
Pedigree
Software
Phenotype
Gene Expression
Research
Population

ASJC Scopus subject areas

  • Genetics
  • Genetics(clinical)

Cite this

Koboldt, D. C., Larson, D. E., Sullivan, L. S., Bowne, S. J., Steinberg, K. M., Churchill, J. D., ... Daiger, S. P. (2014). Exome-based mapping and variant prioritization for inherited mendelian disorders. American Journal of Human Genetics, 94(3), 373-384. https://doi.org/10.1016/j.ajhg.2014.01.016

Exome-based mapping and variant prioritization for inherited mendelian disorders. / Koboldt, Daniel C.; Larson, David E.; Sullivan, Lori S.; Bowne, Sara J.; Steinberg, Karyn M.; Churchill, Jennifer D.; Buhr, Aimee C.; Nutter, Nathan; Pierce, Eric A.; Blanton, Susan H; Weinstock, George M.; Wilson, Richard K.; Daiger, Stephen P.

In: American Journal of Human Genetics, Vol. 94, No. 3, 06.03.2014, p. 373-384.

Research output: Contribution to journalArticle

Koboldt, DC, Larson, DE, Sullivan, LS, Bowne, SJ, Steinberg, KM, Churchill, JD, Buhr, AC, Nutter, N, Pierce, EA, Blanton, SH, Weinstock, GM, Wilson, RK & Daiger, SP 2014, 'Exome-based mapping and variant prioritization for inherited mendelian disorders', American Journal of Human Genetics, vol. 94, no. 3, pp. 373-384. https://doi.org/10.1016/j.ajhg.2014.01.016
Koboldt DC, Larson DE, Sullivan LS, Bowne SJ, Steinberg KM, Churchill JD et al. Exome-based mapping and variant prioritization for inherited mendelian disorders. American Journal of Human Genetics. 2014 Mar 6;94(3):373-384. https://doi.org/10.1016/j.ajhg.2014.01.016
Koboldt, Daniel C. ; Larson, David E. ; Sullivan, Lori S. ; Bowne, Sara J. ; Steinberg, Karyn M. ; Churchill, Jennifer D. ; Buhr, Aimee C. ; Nutter, Nathan ; Pierce, Eric A. ; Blanton, Susan H ; Weinstock, George M. ; Wilson, Richard K. ; Daiger, Stephen P. / Exome-based mapping and variant prioritization for inherited mendelian disorders. In: American Journal of Human Genetics. 2014 ; Vol. 94, No. 3. pp. 373-384.
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