Genetic selection in pigs through BLUP was very successful. However, strong selection mainly on growth and number of born alive decreased fitness and reduced environmental changes that animals can tolerate especially ...Genetic selection in pigs through BLUP was very successful. However, strong selection mainly on growth and number of born alive decreased fitness and reduced environmental changes that animals can tolerate especially under suboptimal environments. Additional challenges are genetic differences between purebreds (selected animals) and crossbreds (commercial animals), and possibly different environments for these groups of animals. A successful genetic selection at this time requires comprehensive data for all levels of the pyramid, multitrait models for a variety of traits including categorical and survival, and software that can implement complicated models while supporting large data sets. Many projects in pig genetic evaluation are carried out at the University of Georgia. Those studies are supported by software family called BGF90.展开更多
Growth is an economically important trait in aquaculture.To improve growth trait of the Asian seabass(Lates calcarifer)we have been carrying out,since 2004,a selective breeding program.This study focuses on growth tra...Growth is an economically important trait in aquaculture.To improve growth trait of the Asian seabass(Lates calcarifer)we have been carrying out,since 2004,a selective breeding program.This study focuses on growth traits in the F2 fish generation,comprised of offspring from 23 mass crosses from 383 F_(1) brooders.Using genotyping analysis for 10 microsatellites from both brood stock and progeny we have reconstructed the pedigree of each mass-cross.For F_(2) generation at 90 days post hatch(dph),we have recorded body weight(BW)for 12,117 individuals and total length(TL),standard length(SL)and condition factor(K_(tl) and K_(sl))for 3530 individuals;and all five traits for 2136 individuals at 270 dph.At 90 dph the average BW was 46.88±20.95 g.Combining pedigree information,recorded growth traits and Restricted Maximum Likelihood method,we have estimated that the narrow sense heritability(h^(2))in F_(1) fish for BW,TL,SL,K_(tl) and K_(sl) was at,90 dph,0.12±0.03,0.11±0.03,0.10±0.03,0.20±0.04 and 0.11±0.03,respectively and,at 270 dph,0.34±0.07,0.32±0.07,0.30±0.06,0.13±0.04 and 0.11±0.04,respectively.At 90 dph the realised heritability for BW was 0.13.Comparing with F_(1) generation,the growth performance of F_(2) fish was increased by 14.4%.Heritability of growth traits will be useful for future genetic improvement programmes of the Asian seabass.展开更多
文摘Genetic selection in pigs through BLUP was very successful. However, strong selection mainly on growth and number of born alive decreased fitness and reduced environmental changes that animals can tolerate especially under suboptimal environments. Additional challenges are genetic differences between purebreds (selected animals) and crossbreds (commercial animals), and possibly different environments for these groups of animals. A successful genetic selection at this time requires comprehensive data for all levels of the pyramid, multitrait models for a variety of traits including categorical and survival, and software that can implement complicated models while supporting large data sets. Many projects in pig genetic evaluation are carried out at the University of Georgia. Those studies are supported by software family called BGF90.
基金This study was supported by the project“Selective Breeding of Marine Food Fish”funded by AVA,Singapore and by the Singapore National Research Foundation under CRP Award No.NRF-CRP7-2010-01.
文摘Growth is an economically important trait in aquaculture.To improve growth trait of the Asian seabass(Lates calcarifer)we have been carrying out,since 2004,a selective breeding program.This study focuses on growth traits in the F2 fish generation,comprised of offspring from 23 mass crosses from 383 F_(1) brooders.Using genotyping analysis for 10 microsatellites from both brood stock and progeny we have reconstructed the pedigree of each mass-cross.For F_(2) generation at 90 days post hatch(dph),we have recorded body weight(BW)for 12,117 individuals and total length(TL),standard length(SL)and condition factor(K_(tl) and K_(sl))for 3530 individuals;and all five traits for 2136 individuals at 270 dph.At 90 dph the average BW was 46.88±20.95 g.Combining pedigree information,recorded growth traits and Restricted Maximum Likelihood method,we have estimated that the narrow sense heritability(h^(2))in F_(1) fish for BW,TL,SL,K_(tl) and K_(sl) was at,90 dph,0.12±0.03,0.11±0.03,0.10±0.03,0.20±0.04 and 0.11±0.03,respectively and,at 270 dph,0.34±0.07,0.32±0.07,0.30±0.06,0.13±0.04 and 0.11±0.04,respectively.At 90 dph the realised heritability for BW was 0.13.Comparing with F_(1) generation,the growth performance of F_(2) fish was increased by 14.4%.Heritability of growth traits will be useful for future genetic improvement programmes of the Asian seabass.
