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Extent of linkage disequilibrium and effective population size of Korean Yorkshire swine

  • Shin, Donghyun (Department of Animal Biotechnology, Chonbuk National University) ;
  • Won, Kyeong-Hye (Department of Animal Biotechnology, Chonbuk National University) ;
  • Kim, Sung-Hoon (PigGene Korea Inc.) ;
  • Kim, Yong-Min (Korean Bioinformation Center, Korea Research Institute of Bioscience and Biotechnology)
  • 투고 : 2017.03.31
  • 심사 : 2018.06.22
  • 발행 : 2018.12.01

초록

Objective: We aimed to characterize linkage disequilibrium (LD) and effective population size ($N_e$) in a Korean Yorkshire population using genomic data from thousands of individuals. Methods: We genotyped 2,470 Yorkshire individuals from four major Grand-Grand-Parent farms in Korea using the Illumina PorcineSNP60 version2 BeadChip, which covers >61,565 single nucleotide polymorphisms (SNPs) located across all chromosomes and mitochondria. We estimated the expected LD and inferred current $N_e$ as well as ancestral $N_e$. Results: We identified 61,565 SNP from autosomes, mitochondria, and sex chromosomes and characterized the LD of the Yorkshire population, which was relatively high between closely linked markers (>0.55 at 50 kb) and declined with increasing genetic distance. The current $N_e$ of this Korean Yorkshire population was 122.87 (106.90; 138.84), while the historical $N_e$ of Yorkshire pigs suggests that the ancestor $N_e$ has decreased by 99.6% over the last 10,000 generations. Conclusion: To maintain genetic diversity of a domesticated animal population, we must carefully consider appropriate breed management methods to avoid inbreeding. Although attenuated selection can affect short-term genetic gain, it is essential for maintaining the long-term genetic variability of the Korean Yorkshire population. Continuous and long-term monitoring would also be needed to maintain the pig population to avoid an unintended reduction of $N_e$. The best way to preserve a sustainable population is to maintain a sufficient $N_e$.

키워드

참고문헌

  1. Wang J. Estimation of effective population sizes from data on genetic markers. Philos Trans R Soc Lond B Biol Sci 2005;360:1395-409. https://doi.org/10.1098/rstb.2005.1682
  2. Qian D, Huiying L, Xinyun L, et al. A genome-wide association study of five meat quality traits in Yorkshire pigs. Front Agric Sci Eng 2014;1:137-43. https://doi.org/10.15302/J-FASE-2014014
  3. Meng Q, Wang K, Liu X, et al. Identification of growth trait related genes in a Yorkshire purebred pig population by genomewide association studies. Asian-Australas J Anim Sci 2017;30:462-9.
  4. Lee T, Shin DH, Cho S, et al. Genome-wide Association Study of Integrated Meat Quality-related Traits of the Duroc Pig Breed. Asian-Australas J Anim Sci 2014;27:303-9. https://doi.org/10.5713/ajas.2013.13385
  5. Tribout T, Larzul C, Phocas F. Efficiency of genomic selection in a purebred pig male line. J Anim Sci 2012;90:4164-76. https://doi.org/10.2527/jas.2012-5107
  6. Lillehammer M, Meuwissen TH, Sonesson AK. Genomic selection for two traits in a maternal pig breeding scheme. J Anim Sci 2013;91:3079-87. https://doi.org/10.2527/jas.2012-5113
  7. Christensen OF, Madsen P, Nielsen B, Ostersen T, Su G. Singlestep methods for genomic evaluation in pigs. Animal 2012;6:1565-71. https://doi.org/10.1017/S1751731112000742
  8. Hayes B, Goddard M. Prediction of total genetic value using genome-wide dense marker maps. Genetics 2001;157:1819-29.
  9. Falconer DS. Introduction to quantitative genetics. Edinburgh and London, UK: Oliver and Boyd; 1960.
  10. Badke YM, Bates RO, Ernst CW, Schwab C, Steibel JP. Estimation of linkage disequilibrium in four US pig breeds. BMC Genomics 2012;13:24. https://doi.org/10.1186/1471-2164-13-24
  11. Veroneze R, Lopes PS, Guimaraes SE, et al. Linkage disequilibrium and haplotype block structure in six commercial pig lines. J Anim Sci 2013;91:3493-501. https://doi.org/10.2527/jas.2012-6052
  12. Wang L, Sorensen P, Janss L, Ostersen T, Edwards D. Genomewide and local pattern of linkage disequilibrium and persistence of phase for 3 Danish pig breeds. BMC Genet 2013;14:115.
  13. Uimari P, Tapio M. Extent of linkage disequilibrium and effective population size in Finnish Landrace and Finnish Yorkshire pig breeds. J Anim Sci 2011;89:609-14. https://doi.org/10.2527/jas.2010-3249
  14. Howie BN, Donnelly P, Marchini J. A flexible and accurate genotype imputation method for the next generation of genome-wide association studies. PLoS Genet 2009;5:e1000529. https://doi.org/10.1371/journal.pgen.1000529
  15. Sved JA. Linkage disequilibrium and homozygosity of chromosome segments in finite populations. Theor Popul Biol 1971;2:125-41. https://doi.org/10.1016/0040-5809(71)90011-6
  16. Hayes BJ, Visscher PM, McPartlan HC, Goddard ME. Novel multilocus measure of linkage disequilibrium to estimate past effective population size. Genome Res 2003;13:635-43. https://doi.org/10.1101/gr.387103
  17. Corbin LJ, Blott SC, Swinburne JE, Vaudin M, Bishop SC, Woolliams JA. Linkage disequilibrium and historical effective population size in the Thoroughbred horse. Anim Genet 2010;41 Suppl 2:8-15. https://doi.org/10.1111/j.1365-2052.2010.02092.x
  18. Shin DH, Cho KH, Park KD, Lee HJ, Kim H. Accurate estimation of effective population size in the korean dairy cattle based on linkage disequilibrium corrected by genomic relationship matrix. Asian-Australas J Anim Sci 2013;26:1672-9. https://doi.org/10.5713/ajas.2013.13320
  19. Tortereau F, Servin B, Frantz L, et al. A high density recombination map of the pig reveals a correlation between sex-specific recombination and GC content. BMC Genomics 2012;13:586. https://doi.org/10.1186/1471-2164-13-586
  20. DerSimonian R, Laird N. Meta-analysis in clinical trials. Controlled clinical trials 1986;7:177-88. https://doi.org/10.1016/0197-2456(86)90046-2
  21. Shifman S, Kuypers J, Kokoris M, Yakir B, Darvasi A. Linkage disequilibrium patterns of the human genome across populations. Hum Mol Genet 2003;12:771-6. https://doi.org/10.1093/hmg/ddg088
  22. Du FX, Clutter AC, Lohuis MM. Characterizing linkage disequilibrium in pig populations. Int J Biol Sci 2007;3:166-78.
  23. Tenesa A, Navarro P, Hayes BJ, et al. Recent human effective population size estimated from linkage disequilibrium. Genome Res 2007;17:520-6. https://doi.org/10.1101/gr.6023607
  24. Khatkar MS, Nicholas FW, Collins AR, et al. Extent of genomewide linkage disequilibrium in Australian Holstein-Friesian cattle based on a high-density SNP panel. BMC Genomics 2008;9:187. https://doi.org/10.1186/1471-2164-9-187
  25. Muir W, Wong G, Zhang Y, et al. Review of the initial validation and characterization of a 3K chicken SNP array. World's Poult Sci J 2008;64:219-26. https://doi.org/10.1017/S0043933908000019
  26. Toosi A, Fernando RL, Dekkers JC. Genomic selection in admixed and crossbred populations. J Anim Sci 2010;88:32-46. https://doi.org/10.2527/jas.2009-1975
  27. Hill WG. Estimation of effective population size from data on linkage disequilibrium. Genet Res 1981;38:209-16. https://doi.org/10.1017/S0016672300020553
  28. Meuwissen T. Genetic management of small populations: a review. Acta Agric Scand A Anim Sci 2009;59:71-9.
  29. Colleau JJ, Tribout T. Optimized management of genetic variability in selected pig populations. J Anim Breed Genet 2008;125:291-300. https://doi.org/10.1111/j.1439-0388.2008.00738.x

피인용 문헌

  1. Genome-Wide Linkage Disequilibrium and the Extent of Effective Population Sizes in Six Chinese Goat Populations Using a 50K Single Nucleotide Polymorphism Panel vol.9, pp.6, 2018, https://doi.org/10.3390/ani9060350