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1.
J Anim Breed Genet ; 141(2): 163-178, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37902119

ABSTRACT

As the swine industry continues to explore pork quality traits alongside growth, feed efficiency and carcass leanness traits, it becomes imperative to understand their underlying genetic relationships. Due to this increase in the number of desirable traits, animal breeders must also consider methods to efficiently perform direct genetic changes for each trait and evaluate alternative selection indexes with different sets of phenotypic measurements. Principal component analysis (PCA) and genome-wide association studies (GWAS) can be combined to understand the genetic architecture and biological mechanisms by defining biological types (biotypes) that relate these valuable traits. Therefore, the main objectives of this study were to: (1) estimate genomic-based genetic parameters; (2) define animal biotypes utilizing PCA; and (3) utilize GWAS to link the biotypes to candidate genes and quantitative trait loci (QTL). The phenotypic dataset included 2583 phenotypic records from female Duroc pigs from a terminal sire line. The pedigree file contained 193,764 animals and the genotype file included 21,309 animals with 35,651 single nucleotide polymorphisms (SNPs). Eight principal components (PCs), accounting for a total of 99.7% of the population variation, were defined for three growth, eight conventional carcass, 10 pork quality and 18 novel carcass traits. The eight biotypes defined from the PCs were found to be related to growth rate, maturity, meat quality and body structure, which were then related to candidate genes. Of the 175 candidate genes found, six of them [LDHA (SSC1), PIK3C3 (SSC6), PRKAG3 (SSC15), VRTN (SSC7), DLST (SSC7) and PAPPA (SSC1)] related to four PCs were found to be associated with previously defined QTL, linking the biotypes with biological processes involved with muscle growth, fat deposition, glycogen levels and skeletal development. Further functional analyses helped to make connections between biotypes, relating them through common KEGG pathways and gene ontology (GO) terms. These findings contribute to a better understanding of the genetic relationships between growth, carcass and meat quality traits in Duroc pigs, enabling breeders to better understand the biological mechanisms underlying the phenotypic expression of these traits.


Subject(s)
Biological Phenomena , Genome-Wide Association Study , Swine/genetics , Female , Animals , Genome-Wide Association Study/veterinary , Principal Component Analysis , Meat/analysis , Genotype , Quantitative Trait Loci , Phenotype , Genomics , Polymorphism, Single Nucleotide
2.
Animals (Basel) ; 10(5)2020 Apr 30.
Article in English | MEDLINE | ID: mdl-32365996

ABSTRACT

More recently, swine breeding programs have aimed to include pork quality and novel carcass (e.g., specific primal cuts such as the Boston butt or belly that are not commonly used in selection indexes) and belly traits together with growth, feed efficiency and carcass leanness in the selection indexes of terminal-sire lines, in order to efficiently produce pork with improved quality at a low cost to consumers. In this context, the success of genetic selection for such traits relies on accurate estimates of heritabilities and genetic correlations between traits. The objective of this study was to estimate genetic parameters for 39 traits in Duroc pigs (three growth, eight conventional carcass (commonly measured production traits; e.g., backfat depth), 10 pork quality and 18 novel carcass traits). Phenotypic measurements were collected on 2583 purebred Duroc gilts, and the variance components were estimated using both univariate and bivariate models and REML procedures. Moderate to high heritability estimates were found for most traits, while genetic correlations tended to be low to moderate overall. Moderate to high genetic correlations were found between growth, primal-cuts and novel carcass traits, while low to moderate correlations were found between pork quality and growth and carcass traits. Some genetic antagonisms were observed, but they are of low to moderate magnitude. This indicates that genetic progress can be achieved for all traits when using an adequate selection index.

3.
Sci Rep ; 10(1): 7471, 2020 05 04.
Article in English | MEDLINE | ID: mdl-32366875

ABSTRACT

In the routine commercial karyotype analysis on 5,481 boars, we identified 32 carriers of mosaic reciprocal translocations, half of which were carrying a specific recurrent translocation, mos t(7;9). An additional 7 mosaic translocations were identified through lymphocyte karyotype analysis from parents and relatives of mosaic carriers (n = 45), a control group of non-carrier boars (n = 73), and a mitogen assessment study (n = 20), bringing the total number of mosaic carriers to 39 cases. Mosaic translocations in all carriers were recognized to be confined to hematopoietic cells as no translocations were identified in fibroblasts cells of the carriers. In addition, negative impact on reproduction was not observed as the fertility of the carriers and their relatives were comparable to breed averages, and cryptic mosaicism was not detected in the family tree. This paper presents the first study of mosaic reciprocal translocations identified in swine through routine screening practices on reproductively unproven breeding boars while presenting evidence that these type of chromosome abnormalities are not associated with any affected phenotype on the carrier animals. In addition, the detection of recurrent mosaic translocations in this study may emphasize the non-random nature of mosaic rearrangements in swine and the potential role of genomic elements in their formation.


Subject(s)
Breeding , Litter Size/genetics , Mosaicism , Pedigree , Swine/genetics , Animals , Female , Karyotyping , Male
4.
Genet Sel Evol ; 49(1): 82, 2017 11 07.
Article in English | MEDLINE | ID: mdl-29115939

ABSTRACT

BACKGROUND: Our aim was to identify genomic regions via genome-wide association studies (GWAS) to improve the predictability of genetic merit in Holsteins for 10 calving and 28 body conformation traits. Animals were genotyped using the Illumina Bovine 50 K BeadChip and imputed to the Illumina BovineHD BeadChip (HD). GWAS were performed on 601,717 real and imputed single nucleotide polymorphism (SNP) genotypes using a single-SNP mixed linear model on 4841 Holstein bulls with breeding value predictions and followed by gene identification and in silico functional analyses. The association results were further validated using five scenarios with different numbers of SNPs. RESULTS: Seven hundred and eighty-two SNPs were significantly associated with calving performance at a genome-wise false discovery rate (FDR) of 5%. Most of these significant SNPs were on chromosomes 18 (71.9%), 17 (7.4%), 5 (6.8%) and 7 (2.4%) and mapped to 675 genes, among which 142 included at least one significant SNP and 532 were nearby one (100 kbp). For body conformation traits, 607 SNPs were significant at a genome-wise FDR of 5% and most of them were located on chromosomes 5 (30%), 18 (27%), 20 (13%), 6 (6%), 7 (5%), 14 (5%) and 13 (3%). SNP enrichment functional analyses for calving traits at a FDR of 1% suggested potential biological processes including musculoskeletal movement, meiotic cell cycle, oocyte maturation and skeletal muscle contraction. Furthermore, pathway analyses suggested potential pathways associated with calving performance traits including tight junction, oxytocin signaling, and MAPK signaling (P < 0.10). The prediction ability of the 1206 significant SNPs was between 78 and 83% of the prediction ability of the BovineSNP50 SNPs for calving performance traits and between 35 and 79% for body conformation traits. CONCLUSIONS: Various SNPs that are significantly associated with calving performance are located within or nearby genes with potential roles in tight junction, oxytocin signaling, and MAPK signaling. Combining the significant SNPs or SNPs within or nearby gene(s) from the HD panel with the BovineSNP50 panel yielded a marginal increase in the accuracy of prediction of genomic estimated breeding values for all traits compared to the use of the BovineSNP50 panel alone.


Subject(s)
Body Composition/genetics , Cattle/genetics , Fertility/genetics , Fetal Viability/genetics , Genome-Wide Association Study/methods , Selective Breeding , Animals , Cattle/growth & development , Cattle/physiology , Chromosomes/genetics , Female , Genome-Wide Association Study/standards , MAP Kinase Signaling System/genetics , Male , Metabolic Networks and Pathways/genetics , Oxytocin/genetics , Polymorphism, Single Nucleotide , Quantitative Trait, Heritable , Tight Junctions/genetics
5.
Article in English | MEDLINE | ID: mdl-28852499

ABSTRACT

BACKGROUND: Beef cattle breeding programs in Brazil have placed greater emphasis on the genomic study of reproductive traits of males and females due to their economic importance. In this study, genome-wide associations were assessed for scrotal circumference at 210 d of age, scrotal circumference at 420 d of age, age at first calving, and age at second calving, in Canchim beef cattle. Data quality control was conducted resulting in 672,778 SNPs and 392 animals. RESULTS: Associated SNPs were observed for scrotal circumference at 420 d of age (435 SNPs), followed by scrotal circumference at 210 d of age (12 SNPs), age at first calving (six SNPs), and age at second calving (four SNPs). We investigated whether significant SNPs were within genic or surrounding regions. Biological processes of genes were associated with immune system, multicellular organismal process, response to stimulus, apoptotic process, cellular component organization or biogenesis, biological adhesion, and reproduction. CONCLUSIONS: Few associations were observed for scrotal circumference at 210 d of age, age at first calving, and age at second calving, reinforcing their polygenic inheritance and the complexity of understanding the genetic architecture of reproductive traits. Finding many associations for scrotal circumference at 420 d of age in various regions of the Canchim genome also reveals the difficulty of targeting specific candidate genes that could act on fertility; nonetheless, the high linkage disequilibrium between loci herein estimated could aid to overcome this issue. Therefore, all relevant information about genomic regions influencing reproductive traits may contribute to target candidate genes for further investigation of causal mutations and aid in future genomic studies in Canchim cattle to improve the breeding program.

6.
BMC Genet ; 18(1): 6, 2017 01 21.
Article in English | MEDLINE | ID: mdl-28109261

ABSTRACT

BACKGROUND: Knowledge on the levels of linkage disequilibrium (LD) across the genome, persistence of gametic phase between breed pairs, genetic diversity and population structure are important parameters for the successful implementation of genomic selection. Therefore, the objectives of this study were to investigate these parameters in order to assess the feasibility of a multi-herd and multi-breed training population for genomic selection in important purebred and crossbred pig populations in Canada. A total of 3,057 animals, representative of the national populations, were genotyped with the Illumina Porcine SNP60 BeadChip (62,163 markers). RESULTS: The overall LD (r 2) between adjacent SNPs was 0.49, 0.38, 0.40 and 0.31 for Duroc, Landrace, Yorkshire and Crossbred (Landrace x Yorkshire) populations, respectively. The highest correlation of phase (r) across breeds was observed between Crossbred animals and either Landrace or Yorkshire breeds, in which r was approximately 0.80 at 1 Mbp of distance. Landrace and Yorkshire breeds presented r ≥ 0.80 in distances up to 0.1 Mbp, while Duroc breed showed r ≥ 0.80 for distances up to 0.03 Mbp with all other populations. The persistence of phase across herds were strong for all breeds, with r ≥ 0.80 up to 1.81 Mbp for Yorkshire, 1.20 Mbp for Duroc, and 0.70 Mbp for Landrace. The first two principal components clearly discriminate all the breeds. Similar levels of genetic diversity were observed among all breed groups. The current effective population size was equal to 75 for Duroc and 92 for both Landrace and Yorkshire. CONCLUSIONS: An overview of population structure, LD decay, demographic history and inbreeding of important pig breeds in Canada was presented. The rate of LD decay for the three Canadian pig breeds indicates that genomic selection can be successfully implemented within breeds with the current 60 K SNP panel. The use of a multi-breed training population involving Landrace and Yorkshire to estimate the genomic breeding values of crossbred animals (Landrace × Yorkshire) should be further evaluated. The lower correlation of phase at short distances between Duroc and the other breeds indicates that a denser panel may be required for the use of a multi-breed training population including Duroc.


Subject(s)
Genetic Variation , Linkage Disequilibrium , Swine/genetics , Animals , Breeding
7.
Rev. SOBECC ; 21(1)jan.-mar. 2016. tab
Article in Portuguese | LILACS, BDENF - Nursing | ID: lil-784422

ABSTRACT

Objetivo: Analisar na literatura científica a prática clínica do enfermeiro ao paciente em uso de assistência circulatória mecânica. Método: Revisão integrativa da literatura realizada nas bases de dados SciELO, Cochrane Library, PubMed e LILACS, de abril a agosto de 2014. Resultados: Embora haja avanço em pesquisas sobre o tema, ainda há poucos estudos, haja vista oito artigos selecionados. Três artigos apontam para a necessidade do enfermeiro deter o conhecimento sobre assistência circulatória mecânica, para uma assistência eficiente e com qualidade. Dois artigos trouxeram a assistência de enfermagem a pacientes em uso de dispositivos. Três relataram complicações devido ao uso do balão intra-aórtico e mostraram que as complicações podem ser minimizadas a partir da capacitação e da avaliação clínica periódica do enfermeiro. Conclusão: Há poucos estudos direcionados à assistência de enfermagem, havendo a necessidade de maior exploração do tema para subsidiar a prática baseada em evidências cientificas.


Objetivo: Analizar en la literatura científica la práctica clínica de las enfermeras a los pacientes utilizándose del soporte circulatorio mecánico. Método: Revisión integradora de la literatura conducida en las bases de datos SciELO, Cochrane Library, PubMed y LILACS, desde abril hasta agosto de 2014. Resultados: Aunque hay avances en la investigación sobre el tema, hay pocos estudios, con solo ocho artículos seleccionados. Tres artículos apuntan a la necesidad de las enfermeras detener los conocimientos sobre soporte circulatorio mecánico para el servicio eficiente y de calidad. Dos artículos presentaron la atención de la enfermería a los pacientes que utilizan dispositivos. Tres estudios informaron complicaciones por la utilización de balón intra-aórtico y mostraron que las complicaciones pueden reducirse al mínimo basándose en la formación y la evaluación clínica periódica de la enfermera. Conclusión: Hay pocos estudios con foco en la atención de la enfermería, y una necesidad de una mayor exploración del tema, para subsidiar la práctica basada en evidencias científicas.


Objective: To analyze in the scientific literature the clinical practice of nurses with patients in use of mechanical circulatory support. Method: Integrative literature review conducted in the databases SciELO, Cochrane Library, PubMed and LILACS, from April to August 2014. Results: Although there is progress in research on the topic, there are few studies, given the eight articles selected. Three articles point to the need for nurses to detain knowledge about mechanical circulatory support for efficient service and quality. Two articles brought the nursing care to patients using devices. Three studies reported complications due to the use of intra-aortic balloon and showed that complications can be minimized through training and periodic clinical assessment of the nurse. Conclusion: There were few articles found, highlighting the need for further exploration of the subject, especially with regard to nursing care.


Subject(s)
Humans , Automation , Intra-Aortic Balloon Pumping , Nursing Care , Review , Ventricular Remodeling , Heart Failure
8.
Trop Anim Health Prod ; 48(1): 207-10, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26387093

ABSTRACT

The aim of this study was to estimate genetic parameters for accumulated productivity (ACP), first calving interval (CI1), second calving interval (CI2), and mean calving interval (MCI) in Nelore beef cattle. The ACP trait is a reproduction index and comprises the total number of calves born per dam, weight of weaned calves, and age of the dam at calving. Genetic parameters were estimated by the average information restricted maximum likelihood method in two-trait analyses. The average heritability estimate for ACP was 0.17 (0.03). For CI1, CI2, and MCI, the heritability estimates were 0.02, 0.02, and 0.06, respectively. Genetic correlations between ACP with CI1, CI2, and MCI were -0.16 ± 0.47, -0.29 ± 0.53, and -0.40 ± 0.27, respectively. Despite of the low heritability estimates obtained in our study, reproduction traits should be further studied and their inclusion in the selection criteria must be evaluated in order to improve the performance of females because these traits are of great economic importance in beef cattle. Accumulated productivity could contribute to decrease the mean calving interval in Nelore cattle.


Subject(s)
Cattle/physiology , Reproduction/physiology , Animals , Brazil , Cattle/genetics , Female , Likelihood Functions , Meat , Phenotype , Reproduction/genetics
9.
BMC Genet ; 16: 67, 2015 Jun 25.
Article in English | MEDLINE | ID: mdl-26108536

ABSTRACT

BACKGROUND: Basic understanding of linkage disequilibrium (LD) and population structure, as well as the consistency of gametic phase across breeds is crucial for genome-wide association studies and successful implementation of genomic selection. However, it is still limited in goats. Therefore, the objectives of this research were: (i) to estimate genome-wide levels of LD in goat breeds using data generated with the Illumina Goat SNP50 BeadChip; (ii) to study the consistency of gametic phase across breeds in order to evaluate the possible use of a multi-breed training population for genomic selection and (iii) develop insights concerning the population history of goat breeds. RESULTS: Average r(2) between adjacent SNP pairs ranged from 0.28 to 0.11 for Boer and Rangeland populations. At the average distance between adjacent SNPs in the current 50 k SNP panel (~0.06 Mb), the breeds LaMancha, Nubian, Toggenburg and Boer exceeded or approached the level of linkage disequilibrium that is useful (r(2) > 0.2) for genomic predictions. In all breeds LD decayed rapidly with increasing inter-marker distance. The estimated correlations for all the breed pairs, except Canadian and Australian Boer populations, were lower than 0.70 for all marker distances greater than 0.02 Mb. These results are not high enough to encourage the pooling of breeds in a single training population for genomic selection. The admixture analysis shows that some breeds have distinct genotypes based on SNP50 genotypes, such as the Boer, Cashmere and Nubian populations. The other groups share higher genome proportions with each other, indicating higher admixture and a more diverse genetic composition. CONCLUSIONS: This work presents results of a diverse collection of breeds, which are of great interest for the implementation of genomic selection in goats. The LD results indicate that, with a large enough training population, genomic selection could potentially be implemented within breed with the current 50 k panel, but some breeds might benefit from a denser panel. For multi-breed genomic evaluation, a denser SNP panel also seems to be required.


Subject(s)
Goats/genetics , Linkage Disequilibrium , Animals , Australia , Biological Evolution , Breeding , Canada , Gene Frequency , Genetic Linkage , Genome-Wide Association Study , Genomics , Genotyping Techniques , Germ Cells/metabolism , Polymorphism, Single Nucleotide , Population Density
10.
Mol Biol Rep ; 42(1): 245-51, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25258122

ABSTRACT

The availability of dense genomic information has increased genome-wide association studies for the bovine species; however research to assess the effect of single genes on production traits is still important to elucidate the genes functions. On this study the association of IGF1, GH, and PIT1 markers with growth and reproductive traits (birth weight, weaning weight, weight at 12 and 18 months of age, preweaning average daily weight gain, age and weight at first calving, and scrotal circumference at 12 and 18 months of age) were assessed by means of the variance component approach. The phenotypes were adjusted and then analyzed under two animal models, one which considered the polygenic and genotype (IGF1, GH or PIT1 markers) effects (Model 1), and the other which considers only the polygenic effect (Model 2). When the likelihood ratio test and the Bonferroni correction was applied at 5 % significance level, the genetic markers for the IGF1, GH, and PIT1 genes did not influence significantly the traits (p > 0.002). However, evidence of association of IGF1 with birth weight (p = 0.06) and GH with weight at first calving (p = 0.03) and with weight at 12 months of age (p = 0.08) was observed. In conclusion we could not confirm the associations between IGF1, GH, and PIT1 and growth traits that were previously reported in Canchim cattle, and no association was observed between these genes and reproductive traits. Future studies involving functional markers of IGF1, GH and PIT1 genes may help to clarify the role of these genes in growth and reproductive processes.


Subject(s)
Cattle/growth & development , Cattle/genetics , Growth Hormone/metabolism , Insulin-Like Growth Factor I/metabolism , Reproduction/genetics , Transcription Factor Pit-1/metabolism , Animals , Birth Weight/genetics , Body Weight/genetics , Breeding , Gene Frequency/genetics , Genetic Association Studies , Inheritance Patterns/genetics , Phenotype , Weaning
11.
Trop Anim Health Prod ; 46(7): 1271-8, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25037588

ABSTRACT

Beef cattle producers in Brazil use body weight traits as breeding program selection criteria due to their great economic importance. The objectives of this study were to evaluate different animal models, estimate genetic parameters, and define the most fitting model for Brahman cattle body weight standardized at 120 (BW120), 210 (BW210), 365 (BW365), 450 (BW450), and 550 (BW550) days of age. To estimate genetic parameters, single-, two-, and multi-trait analyses were performed using the animal model. The likelihood ratio test was verified between all models. For BW120 and BW210, additive direct genetic, maternal genetic, maternal permanent environment, and residual effects were considered, while for BW365 and BW450, additive direct genetic, maternal genetic, and residual effects were considered. Finally, for BW550, additive direct genetic and residual effects were considered. Estimates of direct heritability for BW120 were similar in all analyses; however, for the other traits, multi-trait analysis resulted in higher estimates. The maternal heritability and proportion of maternal permanent environmental variance to total variance were minimal in multi-trait analyses. Genetic, environmental, and phenotypic correlations were of high magnitude between all traits. Multi-trait analyses would aid in the parameter estimation for body weight at older ages because they are usually affected by a lower number of animals with phenotypic information due to culling and mortality.


Subject(s)
Body Weight/genetics , Breeding/methods , Cattle/growth & development , Cattle/genetics , Models, Genetic , Multifactorial Inheritance/genetics , Phenotype , Age Factors , Animals , Body Weight/physiology , Brazil , Likelihood Functions , Linear Models , Multifactorial Inheritance/physiology , Weaning
12.
PLoS One ; 9(4): e94802, 2014.
Article in English | MEDLINE | ID: mdl-24733441

ABSTRACT

Studies are being conducted on the applicability of genomic data to improve the accuracy of the selection process in livestock, and genome-wide association studies (GWAS) provide valuable information to enhance the understanding on the genetics of complex traits. The aim of this study was to identify genomic regions and genes that play roles in birth weight (BW), weaning weight adjusted for 210 days of age (WW), and long-yearling weight adjusted for 420 days of age (LYW) in Canchim cattle. GWAS were performed by means of the Generalized Quasi-Likelihood Score (GQLS) method using genotypes from the BovineHD BeadChip and estimated breeding values for BW, WW, and LYW. Data consisted of 285 animals from the Canchim breed and 114 from the MA genetic group (derived from crossings between Charolais sires and ½ Canchim + ½ Zebu dams). After applying a false discovery rate correction at a 10% significance level, a total of 4, 12, and 10 SNPs were significantly associated with BW, WW, and LYW, respectively. These SNPs were surveyed to their corresponding genes or to surrounding genes within a distance of 250 kb. The genes DPP6 (dipeptidyl-peptidase 6) and CLEC3B (C-type lectin domain family 3 member B) were highlighted, considering its functions on the development of the brain and skeletal system, respectively. The GQLS method identified regions on chromosome associated with birth weight, weaning weight, and long-yearling weight in Canchim and MA animals. New candidate regions for body weight traits were detected and some of them have interesting biological functions, of which most have not been previously reported. The observation of QTL reports for body weight traits, covering areas surrounding the genes (SNPs) herein identified provides more evidence for these associations. Future studies targeting these areas could provide further knowledge to uncover the genetic architecture underlying growth traits in Canchim cattle.


Subject(s)
Cattle/growth & development , Cattle/genetics , Genome-Wide Association Study , Quantitative Trait, Heritable , Animals , Birth Weight/genetics , Brazil , Chromosomes, Mammalian/genetics , Genotype , Likelihood Functions , Polymorphism, Single Nucleotide/genetics , Weaning
13.
BMC Genomics ; 15 Suppl 7: S6, 2014.
Article in English | MEDLINE | ID: mdl-25573652

ABSTRACT

BACKGROUND: The development of linkage disequilibrium (LD) maps and the characterization of haplotype block structure at the population level are useful parameters for guiding genome wide association (GWA) studies, and for understanding the nature of non-linear association between phenotypes and genes. The elucidation of haplotype block structure can reduce the information of several single nucleotide polymorphisms (SNP) into the information of a haplotype block, reducing the number of SNPs in a coherent way for consideration in GWA and genomic selection studies. RESULTS: The maximum average LD, measured by r2 varied between 0.33 to 0.40 at a distance of < 2.5 kb, and the minimum average values of r2 varied between 0.05 to 0.07 at distances ranging from 400 to 500 kb, clearly showing that the average r2 reduced with the increase in SNP pair distances. The persistence of LD phase showed higher values at shorter genomic distances, decreasing with the increase in physical distance, varying from 0.96 at a distance of < 2.5 kb to 0.66 at a distance from 400 to 500 kb. A total of 78% of all SNPs were clustered into haplotype blocks, covering 1,57 Mb of the total autosomal genome size. CONCLUSIONS: This study presented the first high density linkage disequilibrium map and haplotype block structure for a composite beef cattle population, and indicates that the high density SNP panel over 700 k can be used for genomic selection implementation and GWA studies for Canchim beef cattle.


Subject(s)
Cattle/genetics , Haplotypes , Linkage Disequilibrium , Animals , Breeding , Chromosome Mapping/veterinary , Polymorphism, Single Nucleotide
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