title: Genome-Wide Association Study for Identifying Loci that Affect Fillet Yield, Carcass, and Body Weight Traits in Rainbow Trout (Oncorhynchus mykiss).
abstract: Fillet yield (FY, %) is an economically-important trait in rainbow trout aquaculture that affects production efficiency. Despite that, FY has received little attention in breeding programs because it is difficult to measure on a large number of fish and cannot be directly measured on breeding candidates. The recent development of a high-density SNP array for rainbow trout has provided the needed tool for studying the underlying genetic architecture of this trait. A genome-wide association study (GWAS) was conducted for FY, body weight at 10 (BW10) and 13 (BW13) months post-hatching, head-off carcass weight (CAR), and fillet weight (FW) in a pedigreed rainbow trout population selectively bred for improved growth performance. The GWAS analysis was performed using the weighted single-step GBLUP method (wssGWAS). Phenotypic records of 1447 fish (1.5 kg at harvest) from 299 full-sib families in three successive generations, of which 875 fish from 196 full-sib families were genotyped, were used in the GWAS analysis. A total of 38,107 polymorphic SNPs were analyzed in a univariate model with hatch year and harvest group as fixed effects, harvest weight as a continuous covariate, and animal and common environment as random effects. A new linkage map was developed to create windows of 20 adjacent SNPs for use in the GWAS. The two windows with largest effect for FY and FW were located on chromosome Omy9 and explained only 1.0-1.5% of genetic variance, thus suggesting a polygenic architecture affected by multiple loci with small effects in this population. One window on Omy5 explained 1.4 and 1.0% of the genetic variance for BW10 and BW13, respectively. Three windows located on Omy27, Omy17, and Omy9 (same window detected for FY) explained 1.7, 1.7, and 1.0%, respectively, of genetic variance for CAR. Among the detected 100 SNPs, 55% were located directly in genes (intron and exons). Nucleotide sequences of intragenic SNPs were blasted to theMus musculusgenome to create a putative gene network. The network suggests that differences in the ability to maintain a proliferative and renewable population of myogenic precursor cells may affect variation in growth and fillet yield in rainbow trout.
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Dianelys
authors.initials: D
authors.lastname: Gonzalez-Pena
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Guangtu
authors.initials: G
authors.lastname: Gao
authors.affiliation: Nofima Ås, Norway.
authors.forename: Matthew
authors.initials: M
authors.lastname: Baranski
authors.affiliation: Aquagen Ås, Norway.
authors.forename: Thomas
authors.initials: T
authors.lastname: Moen
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Beth M
authors.initials: BM
authors.lastname: Cleveland
authors.affiliation: Division of Animal and Nutritional Sciences, West Virginia University Morgantown, WV, USA.
authors.forename: P Brett
authors.initials: PB
authors.lastname: Kenney
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Roger L
authors.initials: RL
authors.lastname: Vallejo
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Yniv
authors.initials: Y
authors.lastname: Palti
authors.affiliation: United States Department of Agriculture, National Center for Cool and Cold Water Aquaculture, Agricultural Research Service Kearneysville, WV, USA.
authors.forename: Timothy D
authors.initials: TD
authors.lastname: Leeds
keywords: fillet yield; gene network; genome-wide association study; genomic selection; linkage map; rainbow trout; single-step GBLUP