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Estimation of Genetic Parameters for Gestation Length, Wean to First Service, Litter Size and Stillborn Piglets in a Closed Nucleus Swine Breeding Herd

특정 종돈집단의 임신기간, 이유후초종부일, 총산자수 및 사산에 대한 유전모수 추정

  • Lee, Deukhwan (Department of Animal Life Resources, Hankyong National University) ;
  • Son, Jihyun (Department of Animal Life Resources, Hankyong National University)
  • Received : 2013.07.11
  • Accepted : 2013.09.13
  • Published : 2013.10.31

Abstract

This study was conducted to investigate the genetic relationships among four reproductive traits. Data for this study were 7616 records from 1910 Landrace (L) and 10,454 records from 2283 Yorkshire (Y) in a closed nucleus swine herd. Traits considered on this study were gestation length (GL), total number of piglets born (TNB), wean to first service (WFS), and number of stillborn per litter (NSB). Heritabilities and genetic correlations were estimated by using the Bayesian inferences via Gibbs sampling in a four trait linear-threshold repeatability animal mixed model by designating NSB as a categorical trait in the L and Y purebred populations. Effects on the statistical model were considered for parity, contemporary group as fixed and service sire, permanent environmental, animal additive genetic effects as random. Estimates of heritability were 0.21, 0.23, 0.16, and 0.09 for GL, WFS, TNB, and NSB in the L population and 0.35, 0.16, 0.14 and 0.10 for corresponding traits in the Y population, respectively. Genetic correlation for GL was -0.59 and -0.28 with TNB and -0.58 and -0.17 with NSB in the L and Y populations, respectively. The NSB was positively correlated with TNB in the L and Y populations in genetic and environmental aspects. Therefore, the NSB should be taken into account in selecting sows for improving prolificacy of dam line breeding swine stock.

본 연구는 폐쇄종돈군을 유지하면서 장기간 선발육종을 실시한 Landrace 및 Yorkshire 모계 종돈집단에서 임신기간, 총산자수, 이유후초종부일 및 사산두수에 대한 유전적 변이성을 제시함으로써 이들 형질들에 대한 선발지표에 참고자료를 제시하고자 실시하였다. 분석에 이용된 자료는 상기의 형질들에 대하여 사전 이상치를 제외한 후, Landrace 품종에서 1,910두의 모돈으로부터 수집된 7,616복의 기록 및 Yorkshire 품종 2283두의 모돈으로부터 수집된 총 10,454복의 기록을 이용하였다. 분석형질들에 대한 유전변이를 추정하기 위하여 상기의 4개 형질을 동시에 고려한 혼합모형을 설정하였으며, 특히 사산두수에 대하여는 정규성에 크게 위배되기 때문에 범주형 자료로 가정하여 다형질 선형-임계형 반복동물개체모형을 설정하여 분석하였다. 분석방법으로서는 Bayesian 추론의 일종인 Gibbs Sampling (GS) 방법에 의하여 모수의 사후분포 함수로부터 모수에 대한 GS을 50,000회 실시하고 burn-in을 제외한 후 모수의 사후분포에 대한 통계량을 제시하였다. 유전변이를 추정한 결과, 임신기간에 대한 유전력은 0.21~0.35로 추정되었고, 이유후초종부일에서는 0.16~0.23, 총산자수는 0.14~0.16 및 사산두수에 있어서는 0.09~0.10으로 추정되었다. 임신기간에 대한 유전상관 추정치는 총산자수 및 사산두수에서 부의 상관을 갖는 것으로 추정되었고 총산자수와 사산두수와는 정의 상관을 갖는 것으로 추정되었다. 총산자수와 이유후초발정일 간의 유전상관은 낮은 부의 상관을 갖는 것으로 추정되었으며 임신기간과 이유후 초종부일 간에는 유전적 상관관계가 매우 미약한 것으로 분석되었다. 따라서 총산자수를 개량하고자 할 때, 사산두수를 고려하여 선발지표를 설정함이 타당할 것으로 판단되었다.

Keywords

References

  1. Arango, J., Misztal, I., Tsuruta, S., Culbertson, M. and Herring, W. 2005. Threshold-linear estimation of genetic parameters for farrowing mortality, litter size, and test performance of Large white sows. J. Anim. Sci. 83:499-506.
  2. Baxter, E. M., Jarvis, S., Sherwood, L., Farish, M., Roehe, R., Lawrence, A. B. and Edwards, S. A. 2011. Genetic and environmental effects on piglets survival and maternal behavior of the farrowing sow. Appl. Anim. Behavior Sci. 130:28-41. https://doi.org/10.1016/j.applanim.2010.11.020
  3. BPEX. 2013. The BPEX Yearbook 2013-Technical performance data. www.bpex.org.uk. Accessed at Jul. 5. 2013.
  4. Chansomboon, C., Elzo, M. A., Suwanasopee, T. and Koonawootrittriron, S. Estimation of genetic parameters and trends for wean-to-first service interval and litter traits in a commercial Landrace-Large white swine population in northern Thailand. Asian-Aust. J. Anim. Sci. 23:543-555.
  5. Damgaard, L. H., Rydhmer, L., Lovendahl, P. and Grandinson, K. 2003. Genetic parameters for within-litter variation in piglet birth weight and change in within-litter variation during suckling. J. Anim. Sci. 81:604-610.
  6. Fraser, D., Phillips, P. A. and Thompson, B. K. 1997. Farrowing behavior and stillborn in two environments and evaluation of the restraint stillborn hypothesis. Appl. Anim. Behav. Sci. 55:51-60. https://doi.org/10.1016/S0168-1591(97)00007-5
  7. Gelman, A., Carlin, J. B., Stern, H. S. and Rubin, D. B. 1995. Bayesian Data Analysis. Chapman and Hall, 526 pp.
  8. Gianola, D. 1979. Heritability of polychotomous traits. Genetics 93:1051-1055.
  9. Glastonbury, J. R. W. 1977. Preweaning mortality in the pig. The prevalence of various causes of preweaning mortality and the importance of some contributory factors. Aust. Vet. J. 53:315-318. https://doi.org/10.1111/j.1751-0813.1977.tb00239.x
  10. Grandinson, K., Lund, M. S., Rydhmer, L. and Strandberg, E. 2002. Genetic parameters for the piglet mortality traits crushing, stillbirth and total mortality, and their relation to birth weight. Acta Agric. Scand. Anim. Sci. 52:167-173.
  11. Hakkarainen, J. 1975. Developmental changes of protein, RNA, DNA, lipid, and glycogen in the liver, skeletal muscle and brain of the pig. Doctoral thesis. Acta Vet. Scand., suppl. 59.
  12. Hanenberg, E. H. A. T., Knol, E. F. and Merks, J. W. M. 2001. Estimates of genetic parameters for reproduction traits at different parityes in Dutch Landrace pigs. Livest. Prod. Sci. 69:179-186. https://doi.org/10.1016/S0301-6226(00)00258-X
  13. Hansen, M., Lund, M. S., Pedersen, J. and Christensen, L. G. 2004. Gestation length in Danish Holstein has weak genetic associations with stillbirth, calving difficulty, and calf size. Livest. Prod. Sci. 91:23-33. https://doi.org/10.1016/j.livprodsci.2004.06.007
  14. Hoeschele, I. and Tier, B. 1995. Estimation of variance components of threshold characters by marginal posterior modes and means via Gibbs sampling. Genet. Sel. Evol. 27:519-540. https://doi.org/10.1186/1297-9686-27-6-519
  15. Holm, B., Bakken, M., Vangen, O. and Rekaya, R. 2004. Genetic analysis of litter size, parturition lenth, and birth assistance requirements in primiparous sows using a joint linear-threshold animal model. J. Anim. Sci. 82:2528-2533.
  16. Hunter, R. H. F. 1980. Physiology and technology of reproduction in female domestic animals. Academic Press, London, England.
  17. Jamrozik, J., Fatehi, J., Kistemaker, G. J. and Schaeffer, L. R. 2005. Estimates of genetic parameters for Canadian Holstein female reproduction traits. J. Dairy Sci. 88:2199-2208. https://doi.org/10.3168/jds.S0022-0302(05)72895-2
  18. Jindal, R., Cosgrove, J. R., Aherne, F. X. and Foxcroft, G. F. 1996. Effect of nutrition on embryonal mortality in gilts: association with progesterone. J. Anim. Sci. 74:620-624.
  19. Johnson, R. K., Nielsen, M. K. and Casey, D. S. 1999. Responses in ovulation rate, embryonal survival, and litter traits to 14 generations of selection to increase litter size. J. Anim. Sci. 77:541-557.
  20. Knol, E. F. 2001. Genetic aspects of piglet survival. Doctoral thesis. Wageningen University, Wageningen, Holland.
  21. Lee, D. H., Misztal, I., Bertrand, J. K. and Rekaya, R. 2002. National evaluation for calving ease, gestation length and birth weight using linear and threshold model methodologies. J. Appl. Genet. 43(2):209-216.
  22. Leenhouwers, J. I., Lende, T. and Knol, E. F. 1999. Analysis of stillbirth in different lines of pig. Livestock. Prod. Sci. 57:243-253. https://doi.org/10.1016/S0301-6226(98)00171-7
  23. Luo, M. F., Boettcher, P. J., Schaeffer, L. R. and Dekkers, J. C. M. 2001. Bayesian inference for categorical traits with an application to variance component estimation. J. Dairy Sci. 84:694-704. https://doi.org/10.3168/jds.S0022-0302(01)74524-9
  24. Mabry, J. W. 1996. Effects of lactation length on weaning-to-firstservice interval, first-service farrowing rate, and subsequent litter size. Swine health and production 4:185-188.
  25. Misztal, I., Tsuruta, S., Strbel, T., Auvray, B., Druet, T. and Lee, D. H. BLUPF90 and related programs (BGF90). Communication No. 28-07 in Proc. 7th World Cong. Genet. Appl. Livest. Prod., Montpellier, France
  26. Napel, J., Meuwissen, T. H. E., Johnson, R. K. and Brascamp, E. W. 1998. Genetics of the interval from weaning to estrus in firstlitter sows: correlated responses. J. Anim. Sci. 76:937-947.
  27. Napel, J., Vries, A. G., Buiting, G. A. J., Luiting, P., Merks, J. W. M. and Brascamp, E. W. 1995. Genetics of interval from weaning to estrus in first-litter sows: Distribution of data, direct response of selection, and heritability. J Anim. Sci. 73:2193-2203.
  28. Oh, S. H., Lee, D. H. and See, M. T. 2006. Estimation of genetic parameters for reproductive traits between first and later parities in pig. Asian-Aust. J. Anim. Sci. 19(1):7-12.
  29. Osinowa, O. A., Abubakar, B. Y. and Trimnell, A. R. 1993. Genetic and phenotypic relationships between gestation length, litter size and litter birth weight in Yankasa sheep. Anim. Reprod. Sci. 34:111-118. https://doi.org/10.1016/0378-4320(93)90069-4
  30. Palmer, W. M., Teagure, H. S. and Venzke, W. G. 1965. Histologic changes in the reproductive tract of the sow during lactation and early postweaning. J. Anim. Sci. 24:1117-1125.
  31. Pejsak, Z. 1984. Some pharmacological methods to reduce intrapartum death of piglets. Pig News Inf. 5:35-37.
  32. Philipsson, J. 1976. Studies on calving difficulty, stillbirth and associated factors in Swedish cattle breeds. Acta Agric. Scand. Anim. Sci. 26:151-164. https://doi.org/10.1080/00015127609435083
  33. Robinson, J. A. B. and Quinton, V. M. 2002. Genetic parameters of early neo-natal piglet survival and number of piglets born. Communication No. 03-08 in Proc. 7th World Cong. Genet. Appl. Livest. Prod., Montpellier, France.
  34. Roehe, R., Shrestha, N. P., Mekkawy, W., Baxter, E. M., Knap, P. W., Smurthwaite, K. M., Jarvis, S., Lawrence, A. B. and Edwards, S. A. 2009. Genetic analyses of piglet survival and individual birth weight on first generation data of a selection experiment for piglet survival under outdoor conditions. Livestock Sci. 121:173-181. https://doi.org/10.1016/j.livsci.2008.06.010
  35. Rothschild, M. F. and Bidanel, J. P. 1998. Biology and genetics of reproduction. Pages 313-344 in The Genetics of the Pig. M.F. Rochschild and A. Ruvinsky, Ed. CAB Int. Oxford, U.K.
  36. Rydhmer, L., Lundeheim, N. and Canario, L. 2008. Genetic correlations between gestation lenth, piglet survival and early growth. Livestock Sci. 115:287-293. https://doi.org/10.1016/j.livsci.2007.08.014
  37. Sasaki, Y. and Koketsu, Y. 2006. Variation and repeatability of gestation length across parity associated with reproductive performance in a cohort of gilts on commercial farms. J. Anim. Sci. 84(Suppl. I): 385.
  38. Sorensen, D. A., Andersen, S., Gianola, D. and Korsgaard, I. 1995. Bayesian inference in threshold models using Gibbs sampling. Genet. Sel. Evol. 27:229-249. https://doi.org/10.1186/1297-9686-27-3-229
  39. Stock, K, Distl, O. and Hoeschele, I. 2007. Influence of priors in Bayesian estimation of genetic parameters for multivariate threshold models using Gibbs sampling. Genet. Sel. Evol. 39:123-137. https://doi.org/10.1186/1297-9686-39-2-123
  40. Valera, M., Blesa, F., Dos Santos, R. and Molina, A. 2006. Genetic study of gestation length in andalusian and Arabian mares. Anim. Reprod. Sci. 95:75-96. https://doi.org/10.1016/j.anireprosci.2005.09.008
  41. White, K. R., Anderson, D. M. and Bate, L. A. 1996. Increasing piglet survival through an improved farrowing management protocol. Can. J. Anim. Sci. 76:491-495. https://doi.org/10.4141/cjas96-075
  42. Zalesky, H. M. and Hacker, R. R. 1993. Variables related to the progress of parturition and probability of stillbirth in swine. Can. Vet. J. 34:109-113.
  43. 송규봉, 이준호, 이득환. 2010. Estimation of Genetic Parameters for Direct and Maternal Effects on Litter Size and Teat Numbers in Korean Seedstock Swine Population. 한국동물자원과학회지 52(3 호):187-190. https://doi.org/10.5187/JAST.2010.52.3.187