Evaluation of the effect and profitability of gene-assisted selection in pig breeding system
- PMID: 17973344
- PMCID: PMC2064954
- DOI: 10.1631/jzus.2007.B0822
Evaluation of the effect and profitability of gene-assisted selection in pig breeding system
Abstract
Objective: To evaluate the effect and profitability of using the quantitative trait loci (QTL)-linked direct marker (DR marker) in gene-assisted selection (GAS).
Methods: Three populations (100, 200, or 300 sows plus 10 boars within each group) with segregating QTL were simulated stochastically. Five economic traits were investigated, including number of born alive (NBA), average daily gain to 100 kg body weight (ADG), feed conversion ratio (FCR), back fat at 100 kg body weight (BF) and intramuscular fat (IMF). Selection was based on the estimated breeding value (EBV) of each trait. The starting frequencies of the QTL's favorable allele were 0.1, 0.3 and 0.5, respectively. The economic return was calculated by gene flow method.
Results: The selection efficiency was higher than 100% when DR markers were used in GAS for 5 traits. The selection efficiency for NBA was the highest, and the lowest was for ADG whose QTL had the lowest variance. The mixed model applied DR markers and obtained higher extra genetic gain and extra economic returns. We also found that the lower the frequency of the favorable allele of the QTL, the higher the extra return obtained.
Conclusion: GAS is an effective selection scheme to increase the genetic gain and the economic returns in pig breeding.
Figures
Similar articles
-
Contribution of semen trait selection, artificial insemination technique, and semen dose to the profitability of pig production systems: A simulation study.Theriogenology. 2016 Jan 15;85(2):335-44. doi: 10.1016/j.theriogenology.2015.09.014. Epub 2015 Sep 12. Theriogenology. 2016. PMID: 26435262
-
Theoretical efficiency of multiple-trait quantitative trait loci-assisted selection.J Anim Breed Genet. 2010 Feb;127(1):53-63. doi: 10.1111/j.1439-0388.2009.00817.x. J Anim Breed Genet. 2010. PMID: 20074187
-
Effects of marker-assisted selection under different initial frequency of QTL favorable allele.Yi Chuan Xue Bao. 2003 Aug;30(8):750-4. Yi Chuan Xue Bao. 2003. PMID: 14682244
-
The use of marker-assisted selection in animal breeding and biotechnology.Rev Sci Tech. 2005 Apr;24(1):379-91. Rev Sci Tech. 2005. PMID: 16110903 Review.
-
Commercial application of marker- and gene-assisted selection in livestock: strategies and lessons.J Anim Sci. 2004;82 E-Suppl:E313-328. doi: 10.2527/2004.8213_supplE313x. J Anim Sci. 2004. PMID: 15471812 Review.
Cited by
-
Association between MC1R gene and coat color segregation in Shanxia long black pig and Lulai black pig.BMC Genom Data. 2023 Nov 30;24(1):74. doi: 10.1186/s12863-023-01161-2. BMC Genom Data. 2023. PMID: 38036989 Free PMC article.
References
-
- Blattman AN, Kirkpatrick BW, Gregory KE. A search for quantitative trait loci for ovulation rate in cattle. Anim Genet. 1996;27:157–162. - PubMed
-
- Brascamp EW, van Arendonk JAM, Groen AF. Economic appraisal of the utilization of genetic markers in dairy cattle breeding. J Dairy Sci. 1993;76:1204–1213.
-
- Cao HZ. The Breeding Plan for High Quality Pigs. China Agricultural University; 2003. (in Chinese, Ph.D. Thesis)
-
- Dekkers JCM. Commercial application of marker- and gene-assisted selection in livestock: strategies and lessons. J Anim Sci. 2004;82(Suppl.):313–328. - PubMed
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Miscellaneous