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Topic:Pedigree

Pedigree analysis in horses involves the study of lineage and ancestry to understand genetic relationships and inheritance patterns. It is a tool used to track traits, performance potential, and hereditary diseases within horse populations. Pedigree records often include detailed information on the ancestors of a horse, going back several generations, and can help in making informed breeding decisions. This page assembles peer-reviewed research studies and scholarly articles that explore the methodologies, applications, and implications of pedigree analysis in equine breeding and genetics.
The horse Y chromosome as an informative marker for tracing sire lines.
Scientific reports    April 15, 2019   Volume 9, Issue 1 6095 doi: 10.1038/s41598-019-42640-w
Felkel S, Vogl C, Rigler D, Dobretsberger V, Chowdhary BP, Distl O, Fries R, Jagannathan V, Janečka JE, Leeb T, Lindgren G, McCue M, Metzger J....Analysis of the Y chromosome is the best-established way to reconstruct paternal family history in humans. Here, we applied fine-scaled Y-chromosomal haplotyping in horses with biallelic markers and demonstrate the potential of our approach to address the ancestry of sire lines. We de novo assembled a draft reference of the male-specific region of the Y chromosome from Illumina short reads and then screened 5.8 million basepairs for variants in 130 specimens from intensively selected and rural breeds and nine Przewalski's horses. Among domestic horses we confirmed the predominance of a young'c...
Explicit evidence for a missense mutation in exon 4 of SLC45A2 gene causing the pearl coat dilution in horses.
Animal genetics    April 10, 2019   Volume 50, Issue 3 275-278 doi: 10.1111/age.12784
Sevane N, Sanz CR, Dunner S.Four loci seem responsible for the dilution of the basic coat colours in horse: Dun (D), Silver Dapple (Z), Champagne (CH) and Cream (C). Apart from the current phenotypes ascribed to these loci, pearl has been described as yet another diluted coat colour in this species. To date, this coat colour seems to segregate only in the Iberian breeds Purebred Spanish horse and Lusitano and has also been described in breeds of Iberian origin, such as Quarter Horses and Paint Horse, where it is referred to as the 'Barlink Factor'. This phenotype segregates in an autosomal recessive manner and resembles ...
Genetic characteristics of feral Misaki horses based on polymorphisms of microsatellites and mitochondrial DNA.
The Journal of veterinary medical science    March 12, 2019   Volume 81, Issue 5 707-711 doi: 10.1292/jvms.18-0565
Kobayashi I, Akita M, Takasu M, Tozaki T, Kakoi H, Nakamura K, Senju N, Matsuyama R, Horii Y.The Misaki horse is a Japanese native horse, known as the "feral horse of Cape Toi". In this study, we acquired the genetic information to establish their studbook, and analyzed their genetic characteristics for conservation. We genotyped 32 microsatellites and a mitochondrial D-loop region in 77 Misaki horses (80.2% of the population). The average number of alleles, observed heterozygosity, and expected heterozygosity were 3.4, 0.509, and 0.497, respectively. A neighbor-joining phylogenetic tree of individuals was constructed. Moreover, the results suggested that Misaki horses experienced a b...
Genetic Diversity of Persian Arabian Horses and Their Relationship to Other Native Iranian Horse Breeds.
The Journal of heredity    December 28, 2018   Volume 110, Issue 2 173-182 doi: 10.1093/jhered/esy061
Sadeghi R, Moradi-Shahrbabak M, Miraei Ashtiani SR, Schlamp F, Cosgrove EJ, Antczak DF.The principal aims of this study were to explore genetic diversity and genome-wide selection signatures in Persian Arabian horses and to determine genetic relationship of Persian Arabians with other Iranian horse breeds. We evaluated 71 horses from 8 matrilineal strains tracing to 47 mares from the mid to late 19th century, using the equine 670k single nucleotide polymorphism (SNP) BeadChip. Mean observed and expected heterozygosity were (0.43) and (0.45), respectively, average inbreeding measures (inbreeding estimates based on runs of homozygosity and pedigree information) were low, indicatin...
Evaluation of recent changes in genetic variability in Japanese thoroughbred population based on a short tandem repeat parentage panel.
Animal science journal = Nihon chikusan Gakkaiho    December 16, 2018   Volume 90, Issue 2 151-157 doi: 10.1111/asj.13143
Kakoi H, Kikuchi M, Tozaki T, Hirota KI, Nagata SI.The integrity of thoroughbreds is maintained under strict regulation involving DNA parentage testing, which is robust in a population with high genetic variability. The genetic variability of the thoroughbred population is possibly fluctuating because of selective breeding that has focused on adaptations for racing performance. To monitor genetic variability within the population and the effectiveness of short tandem repeat (STR) parentage testing, we investigated allele frequencies and the exclusion probability (PE) of 16-17 loci of a parentage panel in the Japanese thoroughbred population ov...
Genealogical and morphological analysis of Lusitano Purebred horses participating at international Dressage competitions.
Research in veterinary science    November 24, 2018   Volume 122 124-131 doi: 10.1016/j.rvsc.2018.11.018
Bartolomé E, Milho S, Prazeres J.The International Equestrian Federation (FEI) ranks horses participating in dressage tests resulting in a prestigious list where equestrians would like to see their horses ranked. The main objective of this study was to analyze morphological and genealogical differences between Lusitano horses (LPB) participating at international events and those ranked by FEI, considering pedigree information. For this study, 324 LPB participating in dressage competitions were analyzed. Thirty-two were ranked at FEI. The pedigree was reconstructed up to 1148 animals. For analyses, the complete pedigree (CP) a...
SNP-based heritability and genetic architecture of tarsal osteochondrosis in North American Standardbred horses.
Animal genetics    October 24, 2018   Volume 50, Issue 1 78-81 doi: 10.1111/age.12738
McCoy AM, Norton EM, Kemper AM, Beeson SK, Mickelson JR, McCue ME.Osteochondrosis is a common developmental orthopedic disease characterized by a failure of endochondral ossification. Standardbred horses are recognized as being predisposed to tarsal osteochondrosis. Prior heritability estimates for tarsal osteochondrosis in European Standardbreds and related trotting breeds have been based on pedigree data and range from 17-29%. Here, we report on genetic architecture and heritability based on high-density genotyping data in a cohort of North American Standardbreds (n = 479) stringently phenotyped for tarsal osteochondrosis. Whole-genome array genotyping d...
Ocular abnormalities in a herd of Old Kladruber Horses: A cross-sectional study.
Veterinary ophthalmology    October 5, 2018   Volume 22, Issue 4 462-469 doi: 10.1111/vop.12614
Andrysikova R, Pot S, Rüegg S, Markova J, Horackova E, Kolos F, Voelter K, Spiess B.To screen a closed herd of the Old Kladruber Horses (OKH) for the prevalence of ocular disorders and report normal ocular variations. Methods: Two hundred and sixty-one horses, 122 Old Kladruber Gray Horses, and 139 Old Kladruber Black Horses owned by the National Stud Farm Kladruby nad Labem, Czech Republic, were included in the study with signalment and pedigree information recorded. Methods: Bilateral ocular examination of manually restrained horses was performed in a darkened environment by a single examiner (RA), using a portable slit-lamp biomicroscope, direct ophthalmoscope, and monocul...
Ranking quarter horse sires via models of offspring performance.
Journal of equine science    September 19, 2018   Volume 29, Issue 3 67-74 doi: 10.1294/jes.29.67
Kasper DT, Gandy RF.The 2016 Equibase data set of American Quarter Horse starts in North America was analyzed, with the purpose of ranking the sires of the racehorses. A speed z-score derived from the race times and distances was used as a racing performance measure. Mixed effects models were used on various subsets of the data based on race distance and sire offspring number. The sire categorical variable was considered as a random effect. Various statistical criteria were used to optimize the model. The constructed models were then varied in terms of the random and fixed effects included, and the conditional mo...
Origin and spread of Thoroughbred racehorses inferred from complete mitochondrial genome sequences: Phylogenomic and Bayesian coalescent perspectives.
PloS one    September 14, 2018   Volume 13, Issue 9 e0203917 doi: 10.1371/journal.pone.0203917
Yoon SH, Lee W, Ahn H, Caetano-Anolles K, Park KD, Kim H.The Thoroughbred horse breed was developed primarily for racing, and has a significant contribution to the qualitative improvement of many other horse breeds. Despite the importance of Thoroughbred racehorses in historical, cultural, and economical viewpoints, there was no temporal and spatial dynamics of them using the mitogenome sequences. To explore this topic, the complete mitochondrial genome sequences of 14 Thoroughbreds and two Przewalski's horses were determined. These sequences were analyzed together along with 151 previously published horse mitochondrial genomes from a range of breed...
Exploring genetic diversity in an Italian horse native breed to develop strategies for preservation and management.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    August 22, 2018   Volume 135, Issue 6 450-459 doi: 10.1111/jbg.12357
Ablondi M, Vasini M, Beretti V, Superchi P, Sabbioni A.Genetic diversity is a key factor for both adaptation and response to selection. The loss of genetic diversity causes a decrease in individual fitness, and it has a dramatically negative effect on population lifespan in the long term. This study aimed at exploring the genetic diversity at pedigree level of the Bardigiano horse breed, which is a native breed from Italy shaped for living in rural areas. In 1977, the Bardigiano studbook was founded to preserve the breed and for improving its use for riding and draft purposes. Pedigree data contained 9,469 horses, of which 3,416 were alive. Demog...
Genetic structure and connectivity analysis in a large domestic livestock meta-population: The case of the Pura Raza Español horses.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    July 24, 2018   Volume 135, Issue 6 460-471 doi: 10.1111/jbg.12352
Solé M, Valera M, Fernández J.The Pura Raza Español (PRE) is an autochthonous Spanish horse population distributed in 65 countries and managed by a single association. Since 1960s, breeding animals have been steadily exported to other countries to establish local subpopulations. We analysed the genetic structure of a PRE horse meta-population (MP) of 215,500 animals from countries with at least 80 active animals (27 countries comprising 77% of the total animals in the complete pedigree). Genotypes from active animals (59% of the total animals in the complete pedigree) were also studied. Genetic analysis of the MP was perf...
Analysis of founders and performance test effects on an autochthonous horse population through pedigree analysis: structure, genetic variability and inbreeding.
Animal : an international journal of animal bioscience    May 29, 2018   Volume 13, Issue 1 15-24 doi: 10.1017/S1751731118001180
Giontella A, Pieramati C, Silvestrelli M, Sarti FM.The Maremmano is an autochthonous Italian horse breed, which probably descended from the native horses of the Etruscans (VI century B.C.); the Studbook was acknowledged in 1980, and it includes 12 368 horses born from that year up to 2015. The aim of this study was to evaluate the effect of the selection program on the genetic variability of the Maremmano population; the analysis was performed using both the 'Endog v 4.8' program available at http://webs.ucm.es/info/prodanim/html/JP_Web.htm and in-house software on official pedigree data. Four Reference Populations were considered, and the mos...
Marginal ancestral contributions to atrial fibrillation in the Standardbred racehorse: Comparison of cases and controls.
PloS one    May 15, 2018   Volume 13, Issue 5 e0197137 doi: 10.1371/journal.pone.0197137
Kraus M, Physick-Sheard P, Brito LF, Sargolzaei M, Schenkel FS.Admissions of Standardbred racehorses (Std) to the Ontario Veterinary College Teaching Hospital (OVCTH) for treatment of atrial fibrillation (AF) began to increase in the early 1990s. The arrhythmia has been shown to have a modest heritability (h2 ≃ 0.15), with some stallions appearing as sires or sires of mares used in breeding (broodmares) of affected horses more frequently than others. The objective of this study was to determine the marginal genetic contributions of ancestors to cohorts of Std affected with AF and their contemporary control groups, and whether these ancestors contribute ...
Pedigree analysis and inbreeding effects over morphological traits in Campolina horse population.
Animal : an international journal of animal bioscience    February 22, 2018   1-10 doi: 10.1017/S175173111800023X
Bussiman FO, Perez BC, Ventura RV, Peixoto MGCD, Curi RA, Balieiro JCC.Genetic improvement, without control of inbreeding, can go to loss of genetic variability, reducing the potential for genetic gains in the domestic populations. The aim of this study was to analyze the population structure and the inbreeding depression in Campolina horses. Phenotype information from 43 465 individuals was analyzed, data provided by the Campolina Breeders Association. A pedigree file containing 107 951 horses was used to connected the phenotyped individuals. The inbreeding coefficient was performed by use of the diagonal of the relationship matrix and the genealogical parameter...
Analysis of Genetic Diversity and Structure of Guanzhong Horse Using Microsatellite Markers.
Animal biotechnology    February 20, 2018   Volume 30, Issue 1 95-98 doi: 10.1080/10495398.2017.1416392
Zeng L, Chen N, Yao Y, Dang R, Chen H, Lei C.To determine the genetic diversity and validate the pedigree record of Chinese Guanzhong horse, 67 individuals were genotyped with eight microsatellite markers. In our study, the mean observed and expected heterozygosities were 0.51 and 0.66, respectively. The mean observed number of alleles for the Guanzhong horse was 3.88. Nonetheless, the total value of F multiloci clearly indicates that about 0.5% of overall genetic variation is due to line founder differences, while differences among individuals are responsible for the remaining 99.5%. In addition, the polymorphic information content (PIC...
Genetic analysis of maternal and paternal lineages in Kabardian horses by uniparental molecular markers.
Open veterinary journal    February 2, 2018   Volume 8, Issue 1 40-46 doi: 10.4314/ovj.v8i1.7
Khaudov AD, Duduev AS, Kokov ZA, Amshokov KK, Zhekamukhov MK, Zaitsev AM, Reissmann M.Studies of mitochondrial DNA (mtDNA) as well as the non-recombining part of the Y chromosome help to understand the origin and distribution of maternal and paternal lineages. The Kabardian horse from Northern Caucasia which is well-known for strength, stamina and endurance in distance riding has a large gap in its breeding documentation especially in the recent past. A 309 bp fragment of the mitochondrial D-loop (156 Kabardian horses) and six mutations in Y chromosome (49 Kabardian stallions), respectively, were analyzed to get a better insight into breeding history, phylogenetic relationship ...
Genetic diversity and population structure of Polish Arabian horses assessed through breeding and microsatellite data.
Animal science journal = Nihon chikusan Gakkaiho    February 2, 2018   Volume 89, Issue 5 735-742 doi: 10.1111/asj.12983
Głażewska I, Gralak B, Naczk AM, Prusak B.Polish Arabian horses are one of the most important populations of this breed in the world. Their post-war history can be divided into two periods, with the dominant role of state studs until 1989, and the increasing significance of private breeding in the next years. The goal of the study was to evaluate genetic diversity and structure of the population under a new breeding policy. The analyses of breeding and microsatellite data from 1996 to 2012 provide a coherent picture of the population with constant flow of horses only in one direction from state to private studs. An increase in the num...
Genetic monitoring of horses in the Czech Republic: A large-scale study with a focus on the Czech autochthonous breeds.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie    January 19, 2018   Volume 135, Issue 1 73-83 doi: 10.1111/jbg.12313
Putnová L, Štohl R, Vrtková I.We propose the first comprehensive in-depth study monitoring horses in the Czech Republic. We scanned 9,289 animals from 44 populations for 17 equine STRs. Other equids analysed involved Equus przewalskii and Equus asinus. The total of 228 different alleles were detected, with the mean number of 13.4 per locus. The highest allelic richness (AR) was found in the Welsh Part Bred (6.01), followed by the Camargue (5.93) and Czech Sport Pony (5.91), whereas the Friesian exhibited the lowest AR (3.06). Interpopulation differences explained approximately nine per cent of the total genetic diversity. ...
MHC haplotype diversity in Persian Arabian horses determined using polymorphic microsatellites.
Immunogenetics    November 23, 2017   Volume 70, Issue 5 305-315 doi: 10.1007/s00251-017-1039-x
Sadeghi R, Moradi-Shahrbabak M, Miraei Ashtiani SR, Miller DC, Antczak DF.Previous research on the equine major histocompatibility complex (MHC) demonstrated strong correlations between haplotypes defined by polymorphic intra-MHC microsatellites and haplotypes defined using classical serology. Here, we estimated MHC diversity in a sample of 124 Arabian horses from an endangered strain native to Iran (Persian Asil Arabians), using a validated 10-marker microsatellite panel. In a group of 66 horses related as parent-offspring pairs or half-sibling groups, we defined 51 MHC haplotypes, 49 of which were new. In 47 of the remaining 58 unrelated horses, we could assign on...
Assessment of genomic inbreeding in Polish Konik horses.
Polish journal of veterinary sciences    November 23, 2017   Volume 20, Issue 3 603-605 doi: 10.1515/pjvs-2017-0074
Kamiński S, Hering DM, Jaworski Z, Zabolewicz T, Ruść A.The aim of this study was to assess the inbreeding coefficient of Polish Konik horses based on runs of homozygosity (ROH). Ninety six horses kept in 6 herds located across Poland were genotyped with the use of EquineSNP60 BeadChip (Illumina). SNP markers with a Minor Allele Frequency lower than 0.01 and SNPs assigned to chromosome X or Y were excluded from the study. A total of 50 708 SNPs were included for statistical analysis (SVS software, Golden Helix). The analysis showed that the population is in genetic equilibrium, with He and Ho estimates both equal to 0.3086. Seven categories of Runs...
A missense variant in the coil1A domain of the keratin 25 gene is associated with the dominant curly hair coat trait (Crd) in horse.
Genetics, selection, evolution : GSE    November 15, 2017   Volume 49, Issue 1 85 doi: 10.1186/s12711-017-0359-5
Morgenthaler C, Diribarne M, Capitan A, Legendre R, Saintilan R, Gilles M, Esquerré D, Juras R, Khanshour A, Schibler L, Cothran G.Curly horses present a variety of curl phenotypes that are associated with various degrees of curliness of coat, mane, tail and ear hairs. Their origin is still a matter of debate and several genetic hypotheses have been formulated to explain the diversity in phenotype, including the combination of autosomal dominant and recessive alleles. Our purpose was to map the autosomal dominant curly hair locus and identify the causal variant using genome-wide association study (GWAS) and whole-genome sequencing approaches. Results: A GWAS was performed using a Bayesian sparse linear mixed model, based ...
Effects of inbreeding and other systematic effects on fertility of Black Forest Draught horses in Germany.
Acta veterinaria Scandinavica    October 18, 2017   Volume 59, Issue 1 70 doi: 10.1186/s13028-017-0338-4
Müller-Unterberg M, Wallmann S, Distl O.The Black Forest Draught horse (BFDH) is an endangered German coldblood breed with its origin in the area of the Black Forest in South Germany. In this retrospective study, the influence of the inbreeding coefficient on foaling rates was investigated using records from ten breeding seasons. Due to the small population size of BFDH, the level of inbreeding is increasing and may have an effect on foaling rates.The data of the present study included all coverings reported for 1024 BFDH mares in the years 2001-2009. These mares were covered by 32 BFDH stallions from the State Stud Marbach. Data fr...
Genetic diversity and paternal origin of domestic donkeys.
Animal genetics    September 19, 2017   Volume 48, Issue 6 708-711 doi: 10.1111/age.12607
Han H, Chen N, Jordana J, Li C, Sun T, Xia X, Zhao X, Ji C, Shen S, Yu J, Ainhoa F, Chen H, Lei C, Dang R.Numerous studies have been conducted to investigate genetic diversity, origins and domestication of donkey using autosomal microsatellites and the mitochondrial genome, whereas the male-specific region of the Y chromosome of modern donkeys is largely uncharacterized. In the current study, 14 published equine Y chromosome-specific microsatellites (Y-STR) were investigated in 395 male donkey samples from China, Egypt, Spain and Peru using fluorescent labeled microsatellite markers. The results showed that seven Y-STRs-EcaYP9, EcaYM2, EcaYE2, EcaYE3, EcaYNO1, EcaYNO2 and EcaYNO4-were male specif...
Single nucleotide polymorphisms for DNA typing in the domestic horse.
Animal genetics    September 13, 2017   Volume 48, Issue 6 669-676 doi: 10.1111/age.12608
Holl HM, Vanhnasy J, Everts RE, Hoefs-Martin K, Cook D, Brooks SA, Carpenter ML, Bustamante CD, Lafayette C.Genetic markers are important resources for individual identification and parentage assessment. Although short tandem repeats (STRs) have been the traditional DNA marker, technological advances have led to single nucleotide polymorphisms (SNPs) becoming an attractive alternative. SNPs can be highly multiplexed and automatically scored, which allows for easier standardization and sharing among laboratories. Equine parentage is currently assessed using STRs. We obtained a publicly available SNP dataset of 729 horses representing 32 diverse breeds. A proposed set of 101 SNPs was analyzed for DNA ...
Whole-loop mitochondrial DNA D-loop sequence variability in Egyptian Arabian equine matrilines.
PloS one    August 31, 2017   Volume 12, Issue 8 e0184309 doi: 10.1371/journal.pone.0184309
Hudson W.Egyptian Arabian horses have been maintained in a state of genetic isolation for over a hundred years. There is only limited genetic proof that the studbook records of female lines of Egyptian Arabian pedigrees are reliable. This study characterized the mitochondrial DNA (mtDNA) signatures of 126 horses representing 14 matrilines in the Egyptian Agricultural Organization (EAO) horse-breeding program. Results: Analysis of the whole D-loop sequence yielded additional information compared to hypervariable region-1 (HVR1) analysis alone, with 42 polymorphic sites representing ten haplotypes compar...
Two Variants in SLC24A5 Are Associated with “Tiger-Eye” Iris Pigmentation in Puerto Rican Paso Fino Horses.
G3 (Bethesda, Md.)    August 7, 2017   Volume 7, Issue 8 2799-2806 doi: 10.1534/g3.117.043786
Mack M, Kowalski E, Grahn R, Bras D, Penedo MCT, Bellone R.A unique eye color, called tiger-eye, segregates in the Puerto Rican Paso Fino (PRPF) horse breed and is characterized by a bright yellow, amber, or orange iris. Pedigree analysis identified a simple autosomal recessive mode of inheritance for this trait. A genome-wide association study (GWAS) with 24 individuals identified a locus on ECA 1 reaching genome-wide significance ( = 1.32 × 10). This ECA1 locus harbors the candidate gene, (), (), with known roles in pigmentation in humans, mice, and zebrafish. Humans with compound heterozygous mutations in have oculocutaneous albinism (OCA) type...
Investigation of genetic diversity and inbreeding in a Japanese native horse breed for suggestions on its conservation.
Animal science journal = Nihon chikusan Gakkaiho    July 21, 2017   Volume 88, Issue 12 1902-1910 doi: 10.1111/asj.12867
Onogi A, Shirai K, Amano T.Because native breeds can serve as genetic resources for adapting to environment changes, their conservation is important for future agroecosystems. Using pedigree analysis, we investigated genetic diversity and inbreeding in Japanese Hokkaido native horses, which have adapted to a cold climate and roughage diet. Genetic diversity was measured as the number of founders and the effective number of founders, ancestors and genomes. All metrics imply a decrease in genetic diversity. A comparison of these metrics suggested that pedigree bottlenecks contributed more than did random gene losses to th...
Y Chromosome Uncovers the Recent Oriental Origin of Modern Stallions.
Current biology : CB    June 29, 2017   Volume 27, Issue 13 2029-2035.e5 doi: 10.1016/j.cub.2017.05.086
Wallner B, Palmieri N, Vogl C, Rigler D, Bozlak E, Druml T, Jagannathan V, Leeb T, Fries R, Tetens J, Thaller G, Metzger J, Distl O, Lindgren G....The Y chromosome directly reflects male genealogies, but the extremely low Y chromosome sequence diversity in horses has prevented the reconstruction of stallion genealogies [1, 2]. Here, we resolve the first Y chromosome genealogy of modern horses by screening 1.46 Mb of the male-specific region of the Y chromosome (MSY) in 52 horses from 21 breeds. Based on highly accurate pedigree data, we estimated the de novo mutation rate of the horse MSY and showed that various modern horse Y chromosome lineages split much later than the domestication of the species. Apart from few private northern Euro...
Cross-validation analysis for genetic evaluation models for ranking in endurance horses.
Animal : an international journal of animal bioscience    June 21, 2017   Volume 12, Issue 1 20-27 doi: 10.1017/S1751731117001331
García-Ballesteros S, Varona L, Valera M, Gutiérrez JP, Cervantes I.Ranking trait was used as a selection criterion for competition horses to estimate racing performance. In the literature the most common approaches to estimate breeding values are the linear or threshold statistical models. However, recent studies have shown that a Thurstonian approach was able to fix the race effect (competitive level of the horses that participate in the same race), thus suggesting a better prediction accuracy of breeding values for ranking trait. The aim of this study was to compare the predictability of linear, threshold and Thurstonian approaches for genetic evaluation of...
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