Exome sequencing reveal pathogenic mutations in 91 strains of mice with Mendelian disorders
- Heather Fairfield1,
- Anuj Srivastava1,
- Guruprasad Ananda2,
- Rangjiao Liu2,
- Martin Kircher3,
- Anuradha Lakshminarayana2,
- Belinda Harris1,
- Son Yong Karst1,
- Louise A. Dionne1,
- Colleen C. Kane1,
- Michelle Curtain1,
- Melissa L. Berry1,
- Patricia F. Ward-Bailey1,
- Ian Greenstein1,
- Candice Byers1,
- Anne Czechanski1,
- Jocelyn Sharp1,
- Kristina Palmer1,
- Polyxeni Gudis1,
- Whitney Martin1,
- Abby Tadenev1,
- Laurent Bogdanik1,
- C. Herbert Pratt1,
- Bo Chang1,
- David G. Schroeder1,
- Gregory A. Cox1,
- Paul Cliften4,
- Jeffrey Milbrandt4,
- Stephen Murray1,
- Robert Burgess1,
- David E. Bergstrom1,
- Leah Rae Donahue1,
- Hanan Hamamy5,
- Amira Masri6,
- Federico A. Santoni5,
- Periklis Makrythanasis5,
- Stylianos E. Antonarakis7,
- Jay Shendure3 and
- Laura G. Reinholdt1,8
- 1 The Jackson Laboratory;
- 2 The Jackson Laboratory for Genomic Medicine;
- 3 University of Washington;
- 4 Washington University;
- 5 University of Geneva Medical School;
- 6 The University of Jordan;
- 7 University Hospitals of Geneva
- ↵* Corresponding author; email: laura.reinholdt{at}jax.org
Abstract
Spontaneously arising mouse mutations have served as the foundation for understanding gene function for over 100 years. We have used exome sequencing in an effort to identify the causative mutations for 172 distinct, spontaneously arising mouse models of Mendelian disorders, including a broad range of clinically relevant phenotypes. To analyze the resulting data, we developed an analytics pipeline that is optimized for mouse exome data and a variation database that allows for reproducible, user-defined data mining as well as nomination of mutation candidates through knowledge-based integration of sample and variant data. Using these new tools, putative pathogenic mutations were identified for 91 (53%) of the strains in our study. Despite the increased power offered by potentially unlimited pedigrees and controlled breeding, about half of our exome cases remained unsolved. Using a combination of manual analyses of exome alignments and whole genome sequencing, we provide evidence that a large fraction of unsolved exome cases have underlying structural mutations. This result directly informs efforts to investigate the similar proportion of apparently Mendelian human phenotypes that are recalcitrant to exome sequencing.
- Received November 10, 2014.
- Accepted April 20, 2015.
- Published by Cold Spring Harbor Laboratory Press
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