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Topic:Genes

Genes in horses are segments of DNA that encode the biological instructions necessary for the development, functioning, and reproduction of equine species. These genetic sequences influence a wide range of traits, including coat color, speed, endurance, and susceptibility to diseases. Genetic research in horses focuses on identifying specific genes and genetic markers associated with these traits, as well as understanding the inheritance patterns and genetic diversity within and between horse breeds. Studies in equine genetics contribute to breeding programs, disease prevention strategies, and the overall understanding of horse biology. This page compiles peer-reviewed research studies and scholarly articles that explore the identification, function, and implications of genes in equine health and performance.
Structure and gene cluster of the O antigen of Escherichia coli F17, a candidate for a new O-serogroup.
International journal of biological macromolecules    November 15, 2018   Volume 124 389-395 doi: 10.1016/j.ijbiomac.2018.11.149
Escherichia coli F17 isolated from horse feces was studied in respect to the O antigen (O polysaccharide) structure and genetics. The lipopolysaccharide was isolated by phenol-water extraction of bacterial cells and cleaved by mild acid hydrolysis to yield the O polysaccharide, which was studied by sugar analysis and selective solvolysis with CFCOH along with one- and two-dimensional H and C NMR spectroscopy. The O polysaccharide was found to have a branched pentasaccharide repeat (O-unit) containing one residue each of d-galactose, d-mannose, l-rhamnose, d-glucuronic acid, and N-acetyl-d-gluc...
Effects of repeated arthrocentesis on systemic cytokine expression and leukocyte population in young horses challenged with intra-articular lipopolysaccharide.
Journal of animal science    November 14, 2018   Volume 97, Issue 1 184-191 doi: 10.1093/jas/sky423
Hunt CL, Leatherwood JL, Coverdale JA, Sigler DL, Vogelsang MM, Arnold CE.Osteoarthritis (OA) is a prevalent and economically costly source of lameness in the athletic horse. Previous studies investigating OA pathology have focused on localized trauma to the articular cartilage of a joint, largely ignoring the systemic immune status of the animal. In this study, yearling Quarter Horses were used to evaluate systemic cytokine gene expression and circulating leukocytes following a localized intra-articular inflammatory insult of the endotoxin, lipopolysaccharide (LPS). Treatments for the 35-d experiment included an intra-articular injection of 0.25 ng (n = 7) or 0.50 ...
Mitochondrial DNA replication is initiated at blastocyst formation in equine embryos.
Reproduction, fertility, and development    November 14, 2018   Volume 31, Issue 3 570-578 doi: 10.1071/RD17387
Hendriks WK, Colleoni S, Galli C, Paris DBBP, Colenbrander B, Stout TAE.Intracytoplasmic sperm injection is the technique of choice for equine IVF and, in a research setting, 18-36% of injected oocytes develop to blastocysts. However, blastocyst development in clinical programs is lower, presumably due to a combination of variable oocyte quality (e.g. from old mares), suboptimal culture conditions and marginal fertility of some stallions. Furthermore, mitochondrial constitution appears to be critical to developmental competence, and both maternal aging and invitro embryo production (IVEP) negatively affect mitochondrial number and function in murine and bovine emb...
Distribution, Diversity, and Evolution of Endogenous Retroviruses in Perissodactyl Genomes.
Journal of virology    November 12, 2018   Volume 92, Issue 23 e00927-18 doi: 10.1128/JVI.00927-18
Zhu H, Gifford RJ, Murcia PR.The evolution of mammalian genomes has been shaped by interactions with endogenous retroviruses (ERVs). In this study, we investigated the distribution and diversity of ERVs in the mammalian order , with a view to understanding their impact on the evolution of modern equids (family ). We characterize the major ERV lineages in the horse genome in terms of their genomic distribution, ancestral genome organization, and time of activity. Our results show that subsequent to their ancestral divergence from rhinoceroses and tapirs, equids acquired four novel ERV lineages. We show that two of these ER...
Gene set enrichment analysis of the bronchial epithelium implicates contribution of cell cycle and tissue repair processes in equine asthma.
Scientific reports    November 6, 2018   Volume 8, Issue 1 16408 doi: 10.1038/s41598-018-34636-9
Tessier L, Côté O, Clark ME, Viel L, Diaz-Méndez A, Anders S, Bienzle D.Severe equine asthma is a chronic inflammatory condition of the lower airways similar to adult-onset asthma in humans. Exacerbations are characterized by bronchial and bronchiolar neutrophilic inflammation, mucus hypersecretion and airway constriction. In this study we analyzed the gene expression response of the bronchial epithelium within groups of asthmatic and non-asthmatic animals following exposure to a dusty hay challenge. After challenge we identified 2341 and 120 differentially expressed genes in asthmatic and non-asthmatic horses, respectively. Gene set enrichment analysis of changes...
SAGD: a comprehensive sex-associated gene database from transcriptomes.
Nucleic acids research    November 1, 2018   Volume 47, Issue D1 D835-D840 doi: 10.1093/nar/gky1040
Shi MW, Zhang NA, Shi CP, Liu CJ, Luo ZH, Wang DY, Guo AY, Chen ZX.Many animal species present sex differences. Sex-associated genes (SAGs), which have female-biased or male-biased expression, have major influences on the remarkable sex differences in important traits such as growth, reproduction, disease resistance and behaviors. However, the SAGs resulting in the vast majority of phenotypic sex differences are still unknown. To provide a useful resource for the functional study of SAGs, we manually curated public RNA-seq datasets with paired female and male biological replicates from the same condition and systematically re-analyzed the datasets using stand...
The “speed gene” effect of myostatin arises in Thoroughbred horses due to a promoter proximal SINE insertion.
PloS one    October 31, 2018   Volume 13, Issue 10 e0205664 doi: 10.1371/journal.pone.0205664
Rooney MF, Hill EW, Kelly VP, Porter RK.Thoroughbred horses are finely-tuned athletes with a high aerobic capacity relative to skeletal muscle mass, attributable to centuries of genetic selection for speed and stamina. Polymorphisms in the myostatin gene (MSTN), a pronounced inhibitor of skeletal muscle growth, have been shown to almost singularly account for gene-based race distance aptitude in racehorses. In Thoroughbreds, two MSTN polymorphisms, a single nucleotide variation in the first intron (SNP g.66493737C>T) and a non-coding transposable element within the promoter region (a 227 bp SINE insertion) are of particular inter...
Sequence analysis and expression profiling of the equine ACTN3 gene during exercise in Arabian horses.
Gene    October 30, 2018   Volume 685 149-155 doi: 10.1016/j.gene.2018.10.079
Ropka-Molik K, Stefaniuk-Szmukier M, Musiał AD, Piórkowska K, Szmatoła T.The ACTN3 gene codes for α-actinin-3, a protein localized in the Z-line in the skeletal muscle. Actinin-3 is critical in anchoring the myofibrillar actin filaments and plays a key role in muscle contraction. ACTN3 (α-actinin-3) cross-links glycogen phosphorylase (GP), which is the key enzyme catalysing glycogen metabolism. The aim of present study was to establish the expression level of the ACTN3 gene (for both isoforms separately and together in the gene expression analysis) in the gluteus medius muscle in order to verify if the α-actinin-3 gene can be related to training intensity in Ara...
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...
The adjuvant G3 promotes a Th1 polarizing innate immune response in equine PBMC.
Veterinary research    October 22, 2018   Volume 49, Issue 1 108 doi: 10.1186/s13567-018-0602-2
Hellman S, Hjertner B, Morein B, Fossum C.The immunomodulatory effect of a new particulate adjuvant, G3, alone or in combination with agonists to TLR2/1 or TLR5 was evaluated in cultures of equine PBMC. Exposure to the G3 adjuvant up-regulated genes encoding IFN-γ, IL-1β, IL-6, IL-8, IL-12p40 and IL-23p19 in the majority of the horses tested, indicating that the G3 adjuvant induced a pro-inflammatory and Th1 dominated profile. In accordance, genes encoding IL-13, IL-4, IL-10 and TGF-β remained unaffected and genes encoding IFN-α, IL-17A and TNF-α were only occasionally and weakly induced. The two TLR agonists Pam3CSK4 (TLR2/1) an...
5′-flanking variants of equine casein genes (CSN1S1, CSN1S2, CSN2, CSN3) and their relationship with gene expression and milk composition.
Journal of applied genetics    October 16, 2018   Volume 60, Issue 1 71-78 doi: 10.1007/s13353-018-0473-2
Cieslak J, Wodas L, Borowska A, Pawlak P, Czyzak-Runowska G, Wojtowski J, Puppel K, Kuczynska B, Mackowski M.Genes encoding casein proteins are important candidates for milk composition traits in mammals. In the case of the domestic horse, our knowledge of casein genes is limited mainly to coding sequence variants. This study involved screening for polymorphism in 5'-flanking regions of four genes encoding equine caseins (CSN1S1, CSN1S2, CSN2, and CSN3) and making a preliminary assessment of their effect on the gene expression (on the mRNA and protein levels) and milk composition traits in selected horse breeds. Altogether, 23 polymorphisms (21 described previously SNPs and two novel InDels) were fou...
Identification of a VapA virulence factor functional homolog in Rhodococcus equi isolates housing the pVAPB plasmid.
PloS one    October 4, 2018   Volume 13, Issue 10 e0204475 doi: 10.1371/journal.pone.0204475
Willingham-Lane JM, Coulson GB, Hondalus MK.Rhodococcus equi is a facultative intracellular bacterium of macrophages and is an important pathogen of animals and immunocompromised people wherein disease results in abcessation of the lungs and other sites. Prior work has shown that the presence of the major virulence determinant, VapA, encoded on the pVAPA-type plasmid, disrupts normal phagosome development and is essential for bacterial replication within macrophages. pVAPA- type plasmids are typical of R. equi strains derived from foals while strains from pigs carry plasmids of the pVAPB-type, lacking vapA, and those from humans harbor ...
Dynamic changes in gene expression and signalling during trophoblast development in the horse.
Reproduction (Cambridge, England)    October 1, 2018   Volume 156, Issue 4 313-330 doi: 10.1530/REP-18-0270
Read JE, Cabrera-Sharp V, Offord V, Mirczuk SM, Allen SP, Fowkes RC, de Mestre AM.Equine chorionic girdle trophoblast cells play important endocrine and immune functions critical in supporting pregnancy. Very little is known about the genes and pathways that regulate chorionic girdle trophoblast development. Our aim was to identify genes and signalling pathways active in vivo in equine chorionic girdle trophoblast within a critical 7-days window. We exploited the late implantation of the equine conceptus to obtain trophoblast tissue. An Agilent equine 44K microarray was performed using RNA extracted from chorionic girdle and chorion (control) from equine pregnancy days 27, ...
Dynamic changes in gene expression and signalling during trophoblast development in the horse.
Reproduction (Cambridge, England)    October 1, 2018   Volume 156, Issue 4 313–330 doi: 10.1530/REP-18-0270
Read JE, Cabrera-Sharp V, Offord V, Mirczuk SM, Allen SP, Fowkes RC, de Mestre AM.Equine chorionic girdle trophoblast cells play important endocrine and immune functions critical in supporting pregnancy. Very little is known about the genes and pathways that regulate chorionic girdle trophoblast development. Our aim was to identify genes and signalling pathways active in vivo in equine chorionic girdle trophoblast within a critical 7-days window. We exploited the late implantation of the equine conceptus to obtain trophoblast tissue. An Agilent equine 44K microarray was performed using RNA extracted from chorionic girdle and chorion (control) from equine pregnancy days 27, ...
Molecular analysis of the chromosomal 16S rRNA gene and vapA plasmid gene of Polish field strains of R. equi.
PloS one    September 25, 2018   Volume 13, Issue 9 e0204024 doi: 10.1371/journal.pone.0204024
Kalinowski M, Grądzki Z, Jarosz Ł, Adaszek Ł.Rhodococcus equi (R. hoagii) is an opportunistic pathogen commonly found in foals up to 6 months old and animal environment. The R. equi genome contains genetically stable chromosomal DNA and an 80-90 kb plasmid containing vapA gene, responsible for virulence. Most reports from around the world focus on the determination of R. equi plasmid profiles. Few studies have attempted to determine differences in nucleotide sequences between virulent strains of R. equi isolated from foals and breeding environment. The aim of the study was to perform a molecular analysis of a fragment of the chromosomal ...
Growth Factor-Mediated Tenogenic Induction of Multipotent Mesenchymal Stromal Cells Is Altered by the Microenvironment of Tendon Matrix.
Cell transplantation    September 25, 2018   Volume 27, Issue 10 1434-1450 doi: 10.1177/0963689718792203
Roth SP, Schubert S, Scheibe P, Groß C, Brehm W, Burk J.Age-related degenerative changes in tendon tissue represent a common cause for acute tendon pathologies. Although the regenerative potential of multipotent mesenchymal stromal cells (MSC) was reported to restore functionality in injured tendon tissue, cellular mechanisms of action remain partly unclear. Potential tenogenic differentiation of applied MSC is affected by various intrinsic and extrinsic factors. The current study presents an in vitro model to evaluate the combined extrinsic effects of decellularized equine tendon matrix, transforming growth factor beta 3 (TGFβ3) and bone morphoge...
Ruling out BGN variants as simple X-linked causative mutations for bilateral corneal stromal loss in Friesian horses.
Animal genetics    September 23, 2018   Volume 49, Issue 6 656-657 doi: 10.1111/age.12726
Alberi C, Hisey E, Lassaline M, Atilano A, Kalbfleisch T, Stoppini R, Hermans H, Back W, Mienaltowski MJ, Bellone RR.No abstract available
Different Culture Times Affect MicroRNA Cargo in Equine Amniotic Mesenchymal Cells and Their Microvesicles.
Tissue engineering. Part C, Methods    September 21, 2018   Volume 24, Issue 10 596-604 doi: 10.1089/ten.TEC.2018.0205
Lange-Consiglio A, Lazzari B, Pizzi F, Stella A, Girani A, Quintè A, Cremonesi F, Capra E.Conditioned medium (CM) and microvesicles (MVs) are produced using different protocols: CM is collected following 12-96 h of cell culture without renewal of tissue culture medium, while MVs are collected after overnight cell culture. For future comparative studies in regenerative medicine looking at the efficacy of CM and MVs, it is important to understand how the quality of cell secretions is affected by culture. The aim of this study was to evaluate whether the duration of culturing influences the micro-RNAs (miRNAs) cargo of equine amniotic mesenchymal cells (AMCs) and their MVs. The anal...
Relationship of cysteine-rich secretory protein-3 gene and protein with semen quality in stallions.
Reproduction in domestic animals = Zuchthygiene    September 19, 2018   Volume 54, Issue 1 39-45 doi: 10.1111/rda.13309
Restrepo G, Rojano B, Usuga A.Cysteine-rich secretory protein-3 (CRISP-3) and some of its nonsynonymous polymorphism have been related to the fertility and freezability of stallion semen; however, the role of the CRISP-3 gene and its seminal plasma protein in the raw semen quality is still unknown. The aim of this study was to evaluate the relationship of CRISP-3 with semen quality in stallions. DNA was obtained from blood samples of 100 stallions, from which 30 stallions were randomly selected to obtain 60 ejaculates. Through PCR amplification and sequencing, the variation of four nonsynonymous SNPs from CRISP-3 was ident...
Effects of exercise on myokine gene expression in horse skeletal muscles.
Asian-Australasian journal of animal sciences    September 13, 2018   Volume 32, Issue 3 350-356 doi: 10.5713/ajas.18.0375
Lee HG, Choi JY, Park JW, Park TS, Song KD, Shin D, Cho BW.To examine the regulatory effects of exercise on myokine expression in horse skeletal muscle cells, we compared the expression of several myokine genes (interleukin 6 [IL-6], IL-8, chemokine [C-X-C motif] ligand 2 [CXCL2], and chemokine [C-C motif] ligand 4 [CCL4]) after a single bout of exercise in horses. Furthermore, to establish in vitro systems for the validation of exercise effects, we cultured horse skeletal muscle cells and confirmed the expression of these genes after treatment with hydrogen peroxide. Methods: The mRNA expression of IL-6, IL-8, CXCL2, and CCL4 after exercise in skelet...
Lentiviral vector expression of Klf4 enhances chondrogenesis and reduces hypertrophy in equine chondrocytes.
Gene    September 8, 2018   Volume 680 9-19 doi: 10.1016/j.gene.2018.09.013
Gurusinghe S, Bandara N, Hilbert B, Trope G, Wang L, Strappe P.Monolayer expansion of chondrocytes in culture results in the dedifferentiation of chondrocytes with inferior cartilage specific extracellular matrix synthesis and proliferation when compared with its native counterpart. We aimed to enhance chondrocyte proliferation and articular cartilage specific gene expression through ectopic expression of the major pluripotency transcription factors (Oct4, Sox2, Klf4 and c-Myc). We also aimed to provide insights to the modulation of TGFβ receptor mRNA with Klf4 overexpression. Equine chondrocytes pooled from three donors were transduced with lentiviral v...
Transcriptome analysis of immune genes in peripheral blood mononuclear cells of young foals and adult horses.
PloS one    September 5, 2018   Volume 13, Issue 9 e0202646 doi: 10.1371/journal.pone.0202646
Tallmadge RL, Wang M, Sun Q, Felippe MJB.During the neonatal period, the ability to generate immune effector and memory responses to vaccines or pathogens is often questioned. This study was undertaken to obtain a global view of the natural differences in the expression of immune genes early in life. Our hypothesis was that transcriptome analyses of peripheral blood mononuclear cells (PBMCs) of foals (on day 1 and day 42 after birth) and adult horses would show differential gene expression profiles that characterize natural immune processes. Gene ontology enrichment analysis provided assessment of biological processes affected by age...
Detection and genotyping of equid herpesvirus 1 in Uruguay.
Revue scientifique et technique (International Office of Epizootics)    August 31, 2018   Volume 36, Issue 3 799-806 doi: 10.20506/rst.36.3.2715
Castro ER, Arbiza J.Infection with equid alphaherpesvirus 1 (EHV-1) causes respiratory disease, abortion and neurological disorders in horses. Molecular epidemiology studies have demonstrated that a single nucleotide polymorphism (A2254/G2254) in the genome region of open reading frame 30 which results in an amino acid variation (N752/D752) of the EHV-1 DNA polymerase, is significantly associated with the neuropathogenic potential of naturally occurring strains. In recent years, an increase in the number of cases of equine neurological disease caused by neuropathogenic variants of EHV-1 has been observed in numer...
Polymorphisms in selected genes and analysis of their relationship with osteochondrosis in Polish sport horse breeds.
Animal genetics    August 28, 2018   Volume 49, Issue 6 623-627 doi: 10.1111/age.12715
Wypchło M, Korwin-Kossakowska A, Bereznowski A, Hecold M, Lewczuk D.The aim of this research was to evaluate the polymorphisms of selected genes and to find their potential effect on the occurrence of osteochondrosis in Polish Warmbloods (sport horse breeds). The study was conducted on a group of 198 horses subjected to official performance tests. Investigated joints-fetlock, hock and stifle-were X-rayed twice, once before and again at the end of the tests (first and second examination), and on this basis the degree of disease was evaluated. Based on the results of previous research, 13 candidate genes potentially associated with the occurrence of osteochondro...
Population genomics of Culiseta melanura, the principal vector of Eastern equine encephalitis virus in the United States.
PLoS neglected tropical diseases    August 17, 2018   Volume 12, Issue 8 e0006698 doi: 10.1371/journal.pntd.0006698
Soghigian J, Andreadis TG, Molaei G.Eastern Equine Encephalitis (EEE) (Togaviridae, Alphavirus) is a highly pathogenic mosquito-borne arbovirus that circulates in an enzootic cycle involving Culiseta melanura mosquitoes and wild Passeriformes birds in freshwater swamp habitats. Recently, the northeastern United States has experienced an intensification of virus activity with increased human involvement and northward expansion into new regions. In addition to its principal role in enzootic transmission of EEE virus among avian hosts, recent studies on the blood-feeding behavior of Cs. melanura throughout its geographic range sugg...
Selection on the Colombian paso horse’s gaits has produced kinematic differences partly explained by the DMRT3 gene.
PloS one    August 17, 2018   Volume 13, Issue 8 e0202584 doi: 10.1371/journal.pone.0202584
Novoa-Bravo M, Jäderkvist Fegraeus K, Rhodin M, Strand E, García LF, Lindgren G.The Colombian paso horse, the most important horse breed in Colombia, performs specific and particular gaits (paso fino, trocha, and Colombian trot), which display different footfall patterns and stride frequencies. The breed has been selected for gait and conformation for more than 50 years and we hypothesize that this selection has led to kinematic differences of the gaits that can be explained by different genetic variants. Hence, the aims of the study were: 1. To identify if there are any differences in the kinematic and genetic variants between the Colombian paso horse's gaits. 2. To eval...
Assessment of effectiveness and safety of repeat administration of proinflammatory primed allogeneic mesenchymal stem cells in an equine model of chemically induced osteoarthritis.
BMC veterinary research    August 17, 2018   Volume 14, Issue 1 241 doi: 10.1186/s12917-018-1556-3
Barrachina L, Remacha AR, Romero A, Vitoria A, Albareda J, Prades M, Roca M, Zaragoza P, Vázquez FJ, Rodellar C.This study aimed at assessing the effectiveness and safety of repeated administrations of allogeneic bone marrow-derived mesenchymal stem cells (BM-MSCs) primed with tumor necrosis factor (TNF)-α and interferon-γ in an equine model of chemically-induced osteoarthritis. Arthritis was induced in both radio-carpal (RC)-joints by amphotericin-B in 18 ponies, divided into three groups depending on the treatment injected: MSC-naïve (n = 7), MSC-primed (n = 7) and control (n = 4). The study consisted of two phases and used one RC-joint of each animal in each phase, with four months tim...
Interaction of septin 7 and DOCK8 in equine lymphocytes reveals novel insights into signaling pathways associated with autoimmunity.
Scientific reports    August 17, 2018   Volume 8, Issue 1 12332 doi: 10.1038/s41598-018-30753-7
Schauer M, Kleinwort KJH, Degroote RL, Wiedemann C, Kremmer E, Hauck SM, Deeg CA.The GTP-binding protein septin 7 is involved in various cellular processes, including cytoskeleton organization, migration and the regulation of cell shape. Septin 7 function in lymphocytes, however, is poorly characterized. Since the intracellular signaling role of septin 7 is dependent on its interaction network, interaction proteomics was applied to attain novel knowledge about septin 7 function in hematopoietic cells. Our previous finding of decreased septin 7 expression in blood-derived lymphocytes in ERU, a spontaneous animal model for autoimmune uveitis in man, extended the role of sept...
Molecular characterization of the apoptosis-related SH3RF1 and SH3RF2 genes and their association with exercise performance in Arabian horses.
BMC veterinary research    August 14, 2018   Volume 14, Issue 1 237 doi: 10.1186/s12917-018-1567-0
Ropka-Molik K, Stefaniuk-Szmukier M, Piórkowska K, Szmatoła T, Bugno-Poniewierska M.Apoptosis plays an important role in the regulation of healthy tissue growth and development as well as in controlling the maintenance of homeostasis in exercising muscles. During an intensive physical effort, the regulation of cell death by apoptosis results in the replacement of unaccustomed muscle cells by new cells that are better suited to exercise. The aim of this study was to determine the expression of two genes (SH3FR1 and SH3RF2) that control apoptosis in muscle tissues during training periods characterized by different intensities. The gene expression levels were estimated using rea...
Evaluation of the genetic diversity and population structure of Gasterophilus pecorum in Xinjiang Province, China, using fluorescent microsatellites (SSR) markers.
Veterinary parasitology    August 13, 2018   Volume 261 53-58 doi: 10.1016/j.vetpar.2018.08.005
Liu SH, Cheng F, Fan X, Li K, Hu D, Ma Y, Li H, Bayinchahan G.The genetic diversity of Gasterophilus pecorum populations consisting of 192 individuals sampled from Przewalski's horses (Equus ferus przewalskii) in Xinjiang Province, China, was evaluated using 12 microsatellite loci. The genetic variability within populations and genetic differentiation among populations were estimated. A total of 163 alleles were detected and the average value of observed number of alleles at each locus ranged from 7 to 19 (average 13.5625). The expected heterozygosity (He) varied from 0.5933 (GP361) to 0.9208 (GP253) and averaged 0.8426. The effective number of alleles (...
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