Genetic structure and gene flows within horses: a genealogical study at the french population scale.
Abstract: Since horse breeds constitute populations submitted to variable and multiple outcrossing events, we analyzed the genetic structure and gene flows considering horses raised in France. We used genealogical data, with a reference population of 547,620 horses born in France between 2002 and 2011, grouped according to 55 breed origins. On average, individuals had 6.3 equivalent generations known. Considering different population levels, fixation index decreased from an overall species FIT of 1.37%, to an average [Formula: see text] of -0.07% when considering the 55 origins, showing that most horse breeds constitute populations without genetic structure. We illustrate the complexity of gene flows existing among horse breeds, a few populations being closed to foreign influence, most, however, being submitted to various levels of introgression. In particular, Thoroughbred and Arab breeds are largely used as introgression sources, since those two populations explain together 26% of founder origins within the overall horse population. When compared with molecular data, breeds with a small level of coancestry also showed low genetic distance; the gene pool of the breeds was probably impacted by their reproducer exchanges.
Publication Date: 2013-04-22 PubMed ID: 23630596PubMed Central: PMC3632587DOI: 10.1371/journal.pone.0061544Google Scholar: Lookup
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- Journal Article
- Research Support
- Non-U.S. Gov't
Summary
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This research examined the genetic structure and gene flows within horse populations in France. It found that most horse breeds do not have a fixed genetic structure and there is a complex network of gene flow between breeds.
Research Methodology
- The researchers used genealogical data from a population of 547,620 horses born in France between 2002 and 2011.
- The horses were grouped according to 55 different breed origins.
- The researchers assessed the equivalent generations known for each horse and found an average of 6.3 equivalent generations.
Findings:
- The study found that the fixation index, a measure of genetic diversity within a population, did vary when looking at different populations and level.
- Across the species as a whole, there was a fixation index (FIT) of 1.37% suggesting some level of genetic structure.
- However, when viewing the 55 origins or breed groups, this decreased to an average of -0.07% suggesting a lack of genetic structure within breeds.
Gene Flows Among Horse Breeds
- The research found a complex pattern of gene flow between horse breeds, with few populations being closed off to foreign influence.
- Most breeds show varying levels of introgression, which refers to the transfer of genetic information from one species to another following periods of interbreeding.
- Two breeds, the Thoroughbred and Arab, were identified as primary sources of gene introgression accounting for 26% of founder origins within the total horse population.
Comparison with Molecular Data
- When compared with molecular data, breeds with low levels of coancestry also showed low genetic distance.
- This suggests that the gene pool of the breeds was likely influenced by the number of exchanges between breeders.
This research provides a comprehensive analysis of the genetic structure and gene flows within horse breeds in France. The results improve our understanding of the genetic complexity of domestic horse populations, which could inform breeding practices and conservation efforts.
Cite This Article
APA
Pirault P, Danvy S, Verrier E, Leroy G.
(2013).
Genetic structure and gene flows within horses: a genealogical study at the french population scale.
PLoS One, 8(4), e61544.
https://doi.org/10.1371/journal.pone.0061544 Publication
Researcher Affiliations
- AgroParisTech, Unité Mixte de Recherche 1313 Génétique Animale et Biologie Intégrative, Paris, France.
MeSH Terms
- Animals
- Founder Effect
- France
- Gene Flow
- Genetic Variation
- Genetics, Population
- Horses / genetics
- Inbreeding
- Models, Genetic
- Pedigree
- Phylogeny
- Probability
Conflict of Interest Statement
The authors have declared that no competing interests exist.
References
This article includes 30 references
- Porter V, Mason L. A World Dictionary of Livestock Breeds, Types, and Varieties, 5th edition.. 2002.
- Moureaux S, Verrier E, Ricard A, Meriaux JC. Genetic variability within French race and riding horse breeds from genealogical data and blood marker polymorphisms.. Genet Sel Evol 28: 83–102.
- Cervantes I, Gutiérrez JP, Molina A, Goyache F, Valera M. Genealogical analyses in open populations: the case of three Arab-derived Spanish horse breeds.. J Anim Breed Genet 2009 Oct;126(5):335-47.
- Bartolomé E, Cervantes I, Valera M, Gutiérrez JP. Influence of foreign breeds on the genetic structure of the Spanish Sport Horse population.. Livest Sci 142: 70–79.
- Aberle K, Wrede J, Distl O. Analysis of relationships between German heavy horse breeds based on pedigree information.. Berl Munch Tierarztl Wochenschr 2004 Jan-Feb;117(1-2):72-5.
- Achmann R, Curik I, Dovc P, Kavar T, Bodo I, Habe F, Marti E, Sölkner J, Brem G. Microsatellite diversity, population subdivision and gene flow in the Lipizzan horse.. Anim Genet 2004 Aug;35(4):285-92.
- Leroy G, Callède L, Verrier E, Mériaux JC, Ricard A, Danchin-Burge C, Rognon X. Genetic diversity of a large set of horse breeds raised in France assessed by microsatellite polymorphism.. Genet Sel Evol 2009 Jan 5;41(1):5.
- Plante Y, Vega-Pla JL, Lucas Z, Colling D, de March B, Buchanan F. Genetic diversity in a feral horse population from Sable Island, Canada.. J Hered 2007 Sep-Oct;98(6):594-602.
- Prystupa JM, Juras R, Cothran EG, Buchanan FC, Plante Y. Genetic diversity and admixture among Canadian, Mountain and Moorland and Nordic pony populations.. Animal 2012 Jan;6(1):19-30.
- Petersen JL, Mickelson JR, Cothran EG, Andersson LS, Axelsson J, Bailey E, Bannasch D, Binns MM, Borges AS, Brama P, da Câmara Machado A, Distl O, Felicetti M, Fox-Clipsham L, Graves KT, Guérin G, Haase B, Hasegawa T, Hemmann K, Hill EW, Leeb T, Lindgren G, Lohi H, Lopes MS, McGivney BA, Mikko S, Orr N, Penedo MC, Piercy RJ, Raekallio M, Rieder S, Røed KH, Silvestrelli M, Swinburne J, Tozaki T, Vaudin M, M Wade C, McCue ME. Genetic diversity in the modern horse illustrated from genome-wide SNP data.. PLoS One 2013;8(1):e54997.
- Pritchard JK, Stephens M, Donnelly P. Inference of population structure using multilocus genotype data.. Genetics 2000 Jun;155(2):945-59.
- Mucha S, Windig JJ. Effects of incomplete pedigree on genetic management of the Dutch Landrace goat.. J Anim Breed Genet 2009 Jun;126(3):250-6.
- Boichard D, Maignel L, Verrier E. Value of using probabilities of gene origin to measure genetic variability in a population.. Genet SelEvol 29: 5–23.
- Leroy G, Baumung R. Mating practices and the dissemination of genetic disorders in domestic animals, based on the example of dog breeding.. Anim Genet 2011 Feb;42(1):66-74.
- Malécot G. Les mathématiques de l'hérédité.. 1948.
- Caballero A, Toro MA. Analysis of genetic diversity for the management of conserved subdivided populations.. Conserv Genet 3: 289–299.
- Cervantes I, Goyache F, Molina A, Valera M, Gutiérrez JP. Estimation of effective population size from the rate of coancestry in pedigreed populations.. J Anim Breed Genet 2011 Feb;128(1):56-63.
- Reynolds J, Weir BS, Cockerham CC. Estimation of the coancestry coefficient: basis for a short-term genetic distance.. Genetics 1983 Nov;105(3):767-79.
- Boichard D. PEDIG: a fortran package for pedigree analysis suited for large populations. 2002 19–23 August 2002; Montpellier.
- Druml T, Curik I, Baumung R, Aberle K, Distl O, Sölkner J. Individual-based assessment of population structure and admixture in Austrian, Croatian and German draught horses.. Heredity (Edinb) 2007 Feb;98(2):114-22.
- Bigi D, Perrotta G. Genetic structure and differentiation of the Italian catria horse.. J Hered 2012 Jan-Feb;103(1):134-9.
- van de Goor LH, van Haeringen WA, Lenstra JA. Population studies of 17 equine STR for forensic and phylogenetic analysis.. Anim Genet 2011 Dec;42(6):627-33.
- McCue ME, Bannasch DL, Petersen JL, Gurr J, Bailey E, Binns MM, Distl O, Guérin G, Hasegawa T, Hill EW, Leeb T, Lindgren G, Penedo MC, Røed KH, Ryder OA, Swinburne JE, Tozaki T, Valberg SJ, Vaudin M, Lindblad-Toh K, Wade CM, Mickelson JR. A high density SNP array for the domestic horse and extant Perissodactyla: utility for association mapping, genetic diversity, and phylogeny studies.. PLoS Genet 2012 Jan;8(1):e1002451.
- Danchin-Burge C, Leroy G, Brochard M, Moureaux S, Verrier E. Evolution of the genetic variability of eight French dairy cattle breeds assessed by pedigree analysis.. J Anim Breed Genet 2012 Jun;129(3):206-17.
- Fernández J, Villanueva B, Pong-Wong R, Toro MA. Efficiency of the use of pedigree and molecular marker information in conservation programs.. Genetics 2005 Jul;170(3):1313-21.
- Leroy G. Genetic diversity, inbreeding and breeding practices in dogs: results from pedigree analyses.. Vet J 2011 Aug;189(2):177-82.
- Leroy G, Mary-Huard T, Verrier E, Danvy S, Charvolin E, Danchin-Burge C. Methods to estimate effective population size using pedigree data: Examples in dog, sheep, cattle and horse.. Genet Sel Evol 2013 Jan 2;45(1):1.
- Hamann H, Distl O. Genetic variability in Hanoverian warmblood horses using pedigree analysis.. J Anim Sci 2008 Jul;86(7):1503-13.
- Lauvie A, Danchin-Burge C, Audiot A, Brives H, Casabianca F. A controversy about crossbreeding in a conservation programme: The case study of the Flemish Red cattle breed.. Livest Sci 118: 113–122.
- Quignon P, Herbin L, Cadieu E, Kirkness EF, Hédan B, Mosher DS, Galibert F, André C, Ostrander EA, Hitte C. Canine population structure: assessment and impact of intra-breed stratification on SNP-based association studies.. PLoS One 2007 Dec 19;2(12):e1324.
Citations
This article has been cited 8 times.- Krueger K, Trager L, Farmer K, Byrne R. Tool Use in Horses.. Animals (Basel) 2022 Jul 22;12(15).
- Krueger K, Esch L, Byrne R. Need or opportunity? A study of innovations in equids.. PLoS One 2021;16(9):e0257730.
- Santana ML Jr. Quantitative genetic analyses provide parameters for selection and conservation of captive Great-billed Seed-finches (Sporophila maximiliani).. PLoS One 2020;15(7):e0236647.
- Kalashnikov V, Khrabrova L, Blohina N, Zaitcev A, Kalashnikova T. Dynamics of the Inbreeding Coefficient and Homozygosity in Thoroughbred Horses in Russia.. Animals (Basel) 2020 Jul 17;10(7).
- Winton CL, McMahon R, Hegarty MJ, McEwan NR, Davies-Morel MCG, Morgan C, Nash DM. Genetic diversity within and between British and Irish breeds: The maternal and paternal history of native ponies.. Ecol Evol 2020 Feb;10(3):1352-1367.
- Krueger K, Esch L, Byrne R. Animal behaviour in a human world: A crowdsourcing study on horses that open door and gate mechanisms.. PLoS One 2019;14(6):e0218954.
- Esch L, Wöhr C, Erhard M, Krüger K. Horses' (Equus Caballus) Laterality, Stress Hormones, and Task Related Behavior in Innovative Problem-Solving.. Animals (Basel) 2019 May 22;9(5).
- Farmer K, Krüger K, Byrne RW, Marr I. Sensory laterality in affiliative interactions in domestic horses and ponies (Equus caballus).. Anim Cogn 2018 Sep;21(5):631-637.
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