Fine mapping in 94 inbred mouse strains using a high-density haplotype resource.
The genetics of phenotypic variation in inbred mice has for nearly a century provided a primary weapon in the medical research arsenal. A catalog of the genetic variation among inbred mouse strains, however, is required to enable powerful positional cloning and association techniques. A recent whole-genome resequencing study of 15 inbred mouse strains captured a significant fraction of the genetic variation among a limited number of strains, yet the common use of hundreds of inbred strains in medical research motivates the need for a high-density variation map of a larger set of strains. Here we report a dense set of genotypes from 94 inbred mouse strains containing 10.77 million genotypes over 121,433 single nucleotide polymorphisms (SNPs), dispersed at 20-kb intervals on average across the genome, with an average concordance of 99.94% with previous SNP sets. Through pairwise comparisons of the strains, we identified an average of 4.70 distinct segments over 73 classical inbred strains in each region of the genome, suggesting limited genetic diversity between the strains. Combining these data with genotypes of 7570 gap-filling SNPs, we further imputed the untyped or missing genotypes of 94 strains over 8.27 million Perlegen SNPs. The imputation accuracy among classical inbred strains is estimated at 99.7% for the genotypes imputed with high confidence. We demonstrated the utility of these data in high-resolution linkage mapping through power simulations and statistical power analysis and provide guidelines for developing such studies. We also provide a resource of in silico association mapping between the complex traits deposited in the Mouse Phenome Database with our genotypes. We expect that these resources will facilitate effective designs of both human and mouse studies for dissecting the genetic basis of complex traits.
Kirby
Andrew
A
Center for Human Genetics Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.
Kang
Hyun Min
HM
Wade
Claire M
CM
Cotsapas
Chris
C
Kostem
Emrah
E
Han
Buhm
B
Furlotte
Nick
N
Kang
Eun Yong
EY
Rivas
Manuel
M
Bogue
Molly A
MA
Frazer
Kelly A
KA
Johnson
Frank M
FM
Beilharz
Erica J
EJ
Cox
David R
DR
Eskin
Eleazar
E
Daly
Mark J
MJ
D000818:Animals; D002874:Chromosome Mapping; D030561:Databases, Nucleic Acid; D016678:Genome; D005838:Genotype; D006239:Haplotypes / Q000235:genetics*; D006801:Humans; D015810:Linkage Disequilibrium; D051379:Mice; D008815:Mice, Inbred Strains / Q000235:genetics*; D008957:Models, Genetic; D010641:Phenotype; D020641:Polymorphism, Single Nucleotide / Q000235:genetics*