Assessment of the Genetic Diversity of a Local Pig Breed Using Pedigree and SNP Data

. 2021 Dec 10 ; 12 (12) : . [epub] 20211210

Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid34946921

Herein, the genetic diversity of the local Přeštice Black-Pied pig breed was assessed by the simultaneous analysis of the pedigree and single nucleotide polymorphism (SNP) data. The information about sire line, dam, date of birth, sex, breeding line, and herd for 1971 individuals was considered in the pedigree analysis. The SNP analysis (n = 181) was performed using the Illumina PorcineSNP60 BeadChip kit. The quality of pedigree and SNPs and the inbreeding coefficients (F) and effective population size (Ne) were evaluated. The correlations between inbreeding based on the runs of homozygosity (FROH) and pedigree (FPED) were also calculated. The average FPED for all animals was 3.44%, while the FROH varied from 10.81% for a minimum size of 1 Mbp to 3.98% for a minimum size of 16 Mbp. The average minor allele frequency was 0.28 ± 0.11. The observed and expected within breed heterozygosities were 0.38 ± 0.13 and 0.37 ± 0.12, respectively. The Ne, obtained using both the data sources, reached values around 50 animals. Moderate correlation coefficients (0.49-0.54) were observed between FPED and FROH. It is necessary to make decisions that stabilize the inbreeding rate in the long-term using optimal contribution selection based on the available SNP data.

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Fiedler J., Fiedlerová M., Smital J. Přeštické Černostrakaté Plemeno Prasat. 1st ed. VÚŽV; Praha, Czech Republic: 2004. p. 166.

Hodan J. Historie vzniku a průběh zvelebování chovu přeštického prasete. Pod Zelenou Horou Vlastivědný Sborník Jižního Plzeňska. 1998;1:13.

Vrtková I. Genetic Admixture Analysis in Prestice Black-Pied Pigs. Arch. Anim. Breed. 2015;58:115–121. doi: 10.5194/aab-58-115-2015. DOI

Vaclavková E., Rozkot M., Dostálová A. Přeštické Černostrakaté Prase. Živé Dědictví po Předcích (Přestice Black-Pied Pig—Living Heritage from Our Ancestors (Czech Language) 1st ed. VÚŽV; Praha, Czech Republic: 2012. p. 70.

Wolf J., Horáčková Š., Wolfová M. Genetic Parameters for the Black Pied Přeštice Breed: Comparison of Different Multi-Trait Animal Models. Czech J. Anim. Sci. 2001;46:165–171.

Matoušek V., Kernerová N., Hyšplerová K., Komosný M. Performance Traits of Prestice Black-Pied Pig Breed at the Effect of Genealogical Line. Res. Pig Breed. 2016;10:10–15.

FAO . The State of the World’s Biodiversity for Food and Agriculture. Food and Agriculture Organization; Rome, Italy: 2019.

Muñoz M., Bozzi R., García-Casco J., Núñez Y., Ribani A., Franci O., García F., Škrlep M., Schiavo G., Bovo S., et al. Genomic Diversity, Linkage Disequilibrium and Selection Signatures in European Local Pig Breeds Assessed with a High Density SNP Chip. Sci. Rep. 2019;9:13546. doi: 10.1038/s41598-019-49830-6. PubMed DOI PMC

Krupa E., Krupová Z., Žáková E., Kasarda R., Svitáková A. Population Analysis of the Local Endangered Přeštice Black-Pied Pig Breed. Poljoprivreda. 2015;21:155–158. doi: 10.18047/poljo.21.1.sup.36. DOI

Wright S. Coefficients of Inbreeding and Relationship. Am. Nat. 1922;56:330–338. doi: 10.1086/279872. DOI

Meuwissen T.H.E., Luo Z. Computing in Breeding Coefficients in Large Populations. Genet. Sel. Evol. 1992;24:305–313. doi: 10.1186/1297-9686-24-4-305. DOI

Falconer D.S., Mackay T.F.C. Introduction to Quantitative Genetics. 4th ed. Longman Scientific and Technical; Harlow, UK: 1996. p. 448.

Colleau J.J. An Indirect Approach to the Extensive Calculation of Relationship Coefficients. Genet. Sel. Evol. 2002;34:409–421. doi: 10.1186/1297-9686-34-4-409. PubMed DOI PMC

Maccluer J.W., Boyce A.J., Dyke B., Weitkamp L.R., Pfenning D.W., Parsons C.J. Inbreeding and Pedigree Structure in Standardbred Horses. J. Hered. 1983;74:394–399. doi: 10.1093/oxfordjournals.jhered.a109824. DOI

Sørensen A.C., Sørensen M.K., Berg P. Inbreeding in Danish Dairy Cattle Breeds. J. Dairy Sci. 2005;88:1865–1872. doi: 10.3168/jds.S0022-0302(05)72861-7. PubMed DOI

Krupa E., Žáková E., Krupová Z. Evaluation of Inbreeding and Genetic Variability of Five Pig Breeds in Czech Republic. Asian-Australas. J. Anim. Sci. 2015;28:25–36. doi: 10.5713/ajas.14.0251. PubMed DOI PMC

Pérez-Enciso M. Use of the Uncertain Relationship Matrix to Compute Effective Population Size. J. Anim. Breed. Genet. 1995;112:327–332. doi: 10.1111/j.1439-0388.1995.tb00574.x. DOI

Gutiérrez J.P., Cervantes I., Goyache F. Improving the Estimation of Realized Effective Population Sizes in Farm Animals. J. Anim. Breed. Genet. 2009;126:327–332. doi: 10.1111/j.1439-0388.2009.00810.x. PubMed DOI

R Core Team . R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing; Vienna, Austria: 2020. [(accessed on 5 October 2021)]. Available online: https://www.R-project.org.

Groeneveld E., Van der Westhuizen B., Maiwashe A., Voordewind F., Ferraz J.B.S. POPREP: A Generic Report for Population Management. Genet. Mol. Res. 2009;8:1158–1178. doi: 10.4238/vol8-3gmr648. PubMed DOI

Sargolzaei M., Iwaisaki H., Colleau J.J. CFC: A Tool for Monitoring Genetic Diversity; Proceedings of the 8th World Congress on Genetics Applied to Livestock Production (WCGALP); Belo Horizonte, Brazil. 13–18 August 2006; pp. 27–28.

Boichard D. PEDIG: A Fortran Package for Pedigree Analysis Suited for Large Populations; Proceedings of the 7th World Congress on Genetics Applied to Livestock Production (WCGALP); Montpellier, France. 19–23 August 2002; Castanet-Tolosan, France: INRA; 2002. pp. 19–23.

Gutiérrez J.P., Goyache F. A Note on ENDOG: A Computer Program for Analysing Pedigree Information. J. Anim. Breed. Genet. 2005;122:172–176. doi: 10.1111/j.1439-0388.2005.00512.x. PubMed DOI

Chang C.C., Chow C.C., Tellier L.C.A.M., Vattikuti S., Purcell S.M., Lee J.J. Second-Generation PLINK: Rising to the Challenge of Larger and Richer Datasets. GigaScience. 2015;4:7. doi: 10.1186/s13742-015-0047-8. PubMed DOI PMC

Lencz T., Lambert C., DeRosse P., Burdick K.E., Morgan T.V., Kane J.M., Kucherlapati R., Malhotra A.K. Runs of Homozygosity Reveal Highly Penetrant Recessive Loci in Schizophrenia. Proc. Natl. Acad. Sci. USA. 2007;104:19942–19947. doi: 10.1073/pnas.0710021104. PubMed DOI PMC

Marras G., Gaspa G., Sorbolini S., Dimauro C., Ajmone-Marsan P., Valentini A., Williams J.L., Macciotta N.P. Analysis of Runs of Homozygosity and Their Relationship with Inbreeding in Five Cattle Breeds Farmed in Italy. Anim. Genet. 2015;46:110–121. doi: 10.1111/age.12259. PubMed DOI

Ferenčakovič M., Hamzíc E., Gredler B., Solberg T.R., Klemetsdal G., Curik I., Sölkner J. Estimates of Autozygosity Derived from Runs of Homozygosity: Empirical Evidence from Selected Cattle Populations. J. Anim. Breed. Genet. 2013;130:286–293. doi: 10.1111/jbg.12012. PubMed DOI

Ferenčakovič M., Sölkner J., Curik I. Estimating Autozygosity from High-Throughput Information: Effects of SNP Density and Genotyping Errors. Genet. Sel. Evol. 2013;45:42. doi: 10.1186/1297-9686-45-42. PubMed DOI PMC

Schiavo G., Bovo S., Bertolini F., Tinarelli S., Dall’Olio S., Nanni Costa L., Gallo M., Fontanesi L. Comparative Evaluation of Genomic Inbreeding Parameters in Seven Commercial and Autochthonous Pig Breeds. Animal. 2020;14:910–920. doi: 10.1017/S175173111900332X. PubMed DOI

Santiago E., Novo I., Pardiñas A.F., Saura M., Wang J., Caballero A. Recent Demographic History Inferred by High-Resolution Analysis of Linkage Disequilibrium. Mol. Biol. Evol. 2020;37:3642–3653. doi: 10.1093/molbev/msaa169. PubMed DOI

Mitchell M. An Introduction to Genetic Algorithms. MIT Press; Cambridge, UK: 1998.

Pembleton L.W., Cogan N.O.I., Forster J.W. StAMPP: An R Package for Calculation of Genetic Differentiation and Structure of Mixed-Ploidy Level Populations. Mol. Ecol. Resour. 2013;13:946–952. doi: 10.1111/1755-0998.12129. PubMed DOI

Melka M.G., Schenkel F. Analysis of Genetic Diversity in Four Canadian Swine Breeds Using Pedigree Data. Can. J. Anim. Sci. 2010;90:331–340. doi: 10.4141/CJAS10002. DOI

Tang G.Q., Xue J., Lian M.J., Yang R.F., Liu T.F., Zeng Z.Y., Jiang A.A., Jiang Y.Z., Zhu L., Bai L., et al. Inbreeding and Genetic Diversity in Three Imported Swine Breeds in china Using Pedigree Data. Asian-Australas. J. Anim. Sci. 2013;26:755–765. doi: 10.5713/ajas.2012.12645. PubMed DOI PMC

Veroneze R., Lopes P.S., Guimarães S.E.F., Guimarães J.D., Costa E.V., Faria V.R., Costa K.A. Using Pedigree Analysis to Monitor the Local Piau Pig Breed Conservation Program. Arch. Zootec. 2014;63:45–54. doi: 10.4321/S0004-05922014000100005. DOI

Mariani E., Summer A., Ablondi M., Sabbioni A. Genetic Variability and Management in Nero di Parma Swine Breed to Preserve Local Diversity. Animals. 2020;10:538. doi: 10.3390/ani10030538. PubMed DOI PMC

Saura M., Fernández A., Varona L., Fernández A.I., de Cara M.Á., Barragán C., Villanueva B. Detecting Inbreeding Depression for Reproductive Traits in Iberian Pigs Using Genome-Wide Data. Genet. Sel. Evol. 2015;47:1. doi: 10.1186/s12711-014-0081-5. PubMed DOI PMC

Toro M.A., Rodrigañez J., Silio L., Rodriguez C. Genealogical Analysis of a Closed Herd of Black Hairless Iberian Pigs. Conserv. Biol. 2008;14:1843–1851. doi: 10.1111/j.1523-1739.2000.99322.x. PubMed DOI

Köck A., Fürst-Waltl B., Baumung R. Effects of Inbreeding on Number of Piglets Born Total, Born Alive and Weaned in Austrian Large White and Landrace Pigs. Arch. Anim. Breed. 2009;52:51–64. doi: 10.5194/aab-52-51-2009. DOI

Silió L., Rodríguez M.C., Fernández A., Barragán C., Benítez R., Óvilo C., Fernández A.I. Measuring Inbreeding and Inbreeding Depression on Pig Growth from Pedigree or SNP-Derived Metrics. J. Anim. Breed. Genet. 2013;130:349–360. doi: 10.1111/jbg.12031. PubMed DOI

Welsh C.S., Stewart T.S., Schwab C., Blackburn H.D. Pedigree Analysis of 5 Swine Breeds in the United States and the Implications for Genetic Conservation. J. Anim. Sci. 2010;88:1610–1618. doi: 10.2527/jas.2009-2537. PubMed DOI

Meuwissen T.H.E., Woolliams J.A. Effective Sizes of Livestock Populations to Prevent a Decline in Fitness. Theor. Appl. Genet. 1994;89:1019–1026. doi: 10.1007/BF00224533. PubMed DOI

Herrero-Medrano J.M., Megens H.J., Groenen M.A., Ramis G., Bosse M., Pérez-Enciso M., Crooijmans R.P.M.A. Conservation Genomic Analysis of Domestic and Wild Pig Populations from the Iberian Peninsula. BMC Genet. 2013;14:106. doi: 10.1186/1471-2156-14-106. PubMed DOI PMC

Hlongwane N.L., Hadebe K., Soma P., Dzomba E.F., Muchadeyi F.C. Genome Wide Assessment of Genetic Variation and Population Distinctiveness of the Pig Family in South Africa. Front. Genet. 2020;11:344. doi: 10.3389/fgene.2020.00344. PubMed DOI PMC

Laval G., Iannuccelli N., Legault C., Milan D., Groenen M.A., Giuffra E., Andersson L., Nissen P.H., Jørgensen C.B., Beeckmann P., et al. Genetic Diversity of Eleven European Pig Breeds. Genet. Sel. Evol. 2000;32:187–203. doi: 10.1186/1297-9686-32-2-187. PubMed DOI PMC

Blackburn H., Faria D.A., Wilson C., Paiva S.R. P4066 Genetic Diversity of Pig Populations from the US Mainland, Pacific Islands and China: Autosomal SNP Evaluation. J. Anim. Sci. 2016;94:112. doi: 10.2527/jas2016.94supplement4112x. DOI

Zanella R., Peixoto J.O., Cardoso F.F., Cardoso L.L., Biegelmeyer P., Cantão M.E., Otaviano A., Freitas M.S., Caetano A.R., Ledur M.C. Genetic Diversity Analysis of Two Commercial Breeds of Pigs Using Genomic and Pedigree Data. Genet. Sel. Evol. 2016;48:24. doi: 10.1186/s12711-016-0203-3. PubMed DOI PMC

Daetwyler H.D., Villanueva B., Bijma P., Woolliams J.A. Inbreeding in Genome-wide Selection. J. Anim. Breed. Genet. 2007;124:369–376. doi: 10.1111/j.1439-0388.2007.00693.x. PubMed DOI

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