High-resolution genetic mapping of complex traits from a combined analysis of F2 and advanced intercross mice

• Published in: Genetics (Austin) Vol. 198; no. 1; pp. 103 - 116
• Main Authors: Parker, Clarissa C, Carbonetto, Peter, Sokoloff, Greta, Park, Yeonhee J, Abney, Mark, Palmer, Abraham A
• Format: Journal Article
• Language: English
• Published: United States Genetics Society of America 01.09.2014
• Subjects: Animals; Anxiety - genetics; Chromosome Mapping; Chromosomes - genetics; Conditioning, Classical; Fear; Female; Hybridization, Genetic; Male; Mice; Mice, Inbred Strains; Multiparental Populations; Pedigree; Polymorphism, Single Nucleotide; Quantitative Trait Loci; Multiparent Advanced Generation Inter-Cross (MAGIC); GWAS; Multiparental populations; conditioned fear; complex traits; mixed models; MPP; QTL mapping; anxiety; quantitative genetics; single nucleotide polymorphism (SNP); genome-wide association study (GWAS); Advanced Intercross Line
• ISSN: 1943-2631; 0016-6731; 1943-2631
• DOI: 10.1534/genetics.114.167056

Genetic influences on anxiety disorders are well documented; however, the specific genes underlying these disorders remain largely unknown. To identify quantitative trait loci (QTL) for conditioned fear and open field behavior, we used an F2 intercross (n = 490) and a 34th-generation advanced intercross line (AIL) (n = 687) from the LG/J and SM/J inbred mouse strains. The F2 provided strong support for several QTL, but within wide chromosomal regions. The AIL yielded much narrower QTL, but the results were less statistically significant, despite the larger number of mice. Simultaneous analysis of the F2 and AIL provided strong support for QTL and within much narrower regions. We used a linear mixed-model approach, implemented in the program QTLRel, to correct for possible confounding due to familial relatedness. Because we recorded the full pedigree, we were able to empirically compare two ways of accounting for relatedness: using the pedigree to estimate kinship coefficients and using genetic marker estimates of "realized relatedness." QTL mapping using the marker-based estimates yielded more support for QTL, but only when we excluded the chromosome being scanned from the marker-based relatedness estimates. We used a forward model selection procedure to assess evidence for multiple QTL on the same chromosome. Overall, we identified 12 significant loci for behaviors in the open field and 12 significant loci for conditioned fear behaviors. Our approach implements multiple advances to integrated analysis of F2 and AILs that provide both power and precision, while maintaining the advantages of using only two inbred strains to map QTL.