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Genomes of the Mouse Collaborative Cross.

Anuj Srivastava | Andrew P Morgan | Maya L Najarian | Vishal Kumar Sarsani | J Sebastian Sigmon | John R Shorter | Anwica Kashfeen | Rachel C McMullan | Lucy H Williams | Paola Giusti-Rodríguez | Martin T Ferris | Patrick Sullivan | Pablo Hock | Darla R Miller | Timothy A Bell | Leonard McMillan | Gary A Churchill | Fernando Pardo-Manuel de Villena
Genetics | 2017

The Collaborative Cross (CC) is a multiparent panel of recombinant inbred (RI) mouse strains derived from eight founder laboratory strains. RI panels are popular because of their long-term genetic stability, which enhances reproducibility and integration of data collected across time and conditions. Characterization of their genomes can be a community effort, reducing the burden on individual users. Here we present the genomes of the CC strains using two complementary approaches as a resource to improve power and interpretation of genetic experiments. Our study also provides a cautionary tale regarding the limitations imposed by such basic biological processes as mutation and selection. A distinct advantage of inbred panels is that genotyping only needs to be performed on the panel, not on each individual mouse. The initial CC genome data were haplotype reconstructions based on dense genotyping of the most recent common ancestors (MRCAs) of each strain followed by imputation from the genome sequence of the corresponding founder inbred strain. The MRCA resource captured segregating regions in strains that were not fully inbred, but it had limited resolution in the transition regions between founder haplotypes, and there was uncertainty about founder assignment in regions of limited diversity. Here we report the whole genome sequence of 69 CC strains generated by paired-end short reads at 30× coverage of a single male per strain. Sequencing leads to a substantial improvement in the fine structure and completeness of the genomes of the CC. Both MRCAs and sequenced samples show a significant reduction in the genome-wide haplotype frequencies from two wild-derived strains, CAST/EiJ and PWK/PhJ. In addition, analysis of the evolution of the patterns of heterozygosity indicates that selection against three wild-derived founder strains played a significant role in shaping the genomes of the CC. The sequencing resource provides the first description of tens of thousands of new genetic variants introduced by mutation and drift in the CC genomes. We estimate that new SNP mutations are accumulating in each CC strain at a rate of 2.4 ± 0.4 per gigabase per generation. The fixation of new mutations by genetic drift has introduced thousands of new variants into the CC strains. The majority of these mutations are novel compared to currently sequenced laboratory stocks and wild mice, and some are predicted to alter gene function. Approximately one-third of the CC inbred strains have acquired large deletions (>10 kb) many of which overlap known coding genes and functional elements. The sequence of these mice is a critical resource to CC users, increases threefold the number of mouse inbred strain genomes available publicly, and provides insight into the effect of mutation and drift on common resources.

Pubmed ID: 28592495

Associated grants

  • Agency: NHGRI NIH HHS, United States
    Id: P50 HG006582
  • Agency: NCI NIH HHS, United States
    Id: U01 CA134240
  • Agency: NCI NIH HHS, United States
    Id: P30 CA016086
  • Agency: NIH HHS, United States
    Id: U42 OD010924
  • Agency: NICHD NIH HHS, United States
    Id: R01 HD065024
  • Agency: NIMH NIH HHS, United States
    Id: P50 MH090338
  • Agency: NIMH NIH HHS, United States
    Id: F30 MH103925
  • Agency: NIGMS NIH HHS, United States
    Id: R01 GM070683
  • Agency: NIAID NIH HHS, United States
    Id: U19 AI100625

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This is a list of tools and resources that we have found mentioned in this publication.


Thermo Fisher Scientific (tool)

RRID:SCR_008452

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RRID:SCR_004633

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University of North Carolina Systems Genetics Core Facility (tool)

RRID:SCR_016401

Core focused on systems genetics approach to understanding diseases, development, aging, and fertility in mouse. Projects range from development of new community resources, such as Collaborative Cross, to development of tools and assays for measuring genetic diversity and discerning genomic structure. Collaborative Cross is reference population for mapping multigenic traits that would be free of population structure and it is new panel of recombinant inbred lines generated by randomizing genetic diversity of existing inbred mouse resources.

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RRID:SCR_005191

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Picard (tool)

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RRID:SCR_012865

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Ensembl Genome Browser (tool)

RRID:SCR_013367

THIS RESOURCE IS NO LONGER IN SERVICE. Documented on March 17,2022. Genome databases for vertebrates and other eukaryotic species. Analysis and annotation maintained on current data.Distribution of analysis to other bioinformatics laboratories. Ensembl concentrates on vertebrate genomes, but other groups have adapted system for use with plant and fungal genomes (see Powered by Ensembl list on website).

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MUGA (tool)

RRID:SCR_014072

MUGA genotypes for 458 samples from the developing CC lines described in the February 2012 issue of Genetics. Genotypes for 168 reference strains that include biological and technical replicates for the the 8 CC founder strains and their F1 crosses are also provided. Genotype calls are those reported by Illumina. All results are provided as comma separated files with one row per marker. Each marker is identified by a probe name and its genomic position in NCBI Build 37.

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CopyCaller (tool)

RRID:SCR_014486

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RRID:SCR_015624

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RRID:SCR_002953

National public repository system for mutant mice. Archives and distributes scientifically valuable spontaneous and induced mutant mouse strains and ES cell lines for use by biomedical research community. Includes breeding/distribution facilities and information coordinating center. Mice strains are cryopreserved, unless live colony must be established. Live mice are supplied from production colony, from colony recovered from cryopreservation, or via micro-injection of cell line into host blastocysts. MMRRC member facilities also develop technologies to improve handling of mutant mice, including advances in assisted reproductive techniques, cryobiology, genetic analysis, phenotyping and infectious disease diagnostics.

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C57BL/6J (tool)

RRID:IMSR_JAX:000664

Mus musculus with name C57BL/6J from IMSR.

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C57BL/6J (tool)

RRID:IMSR_JAX:000664

Mus musculus with name C57BL/6J from IMSR.

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