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Cinar MU, Oliveira RD, Hadfield TS, Lichtenwalner A, Brzozowski RJ, Settlemire CT, Schoenian SG, Parker C, Neibergs HL, Cockett NE, White SN. Genome-wide association with footrot in hair and wool sheep. Front Genet 2024; 14:1297444. [PMID: 38288162 PMCID: PMC10822918 DOI: 10.3389/fgene.2023.1297444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/31/2023] [Indexed: 01/31/2024] Open
Abstract
Ovine footrot is an infectious disease with important contributions from Dichelobacter nodosus and Fusobacterium necrophorum. Footrot is characterized by separation of the hoof from underlying tissue, and this causes severe lameness that negatively impacts animal wellbeing, growth, and profitability. Large economic losses result from lost production as well as treatment costs, and improved genetic tools to address footrot are a valuable long-term goal. Prior genetic studies had examined European wool sheep, but hair sheep breeds such as Katahdin and Blackbelly have been reported to have increased resistance to footrot, as well as to intestinal parasites. Thus, footrot condition scores were collected from 251 U.S. sheep including Katahdin, Blackbelly, and European-influenced crossbred sheep with direct and imputed genotypes at OvineHD array (>500,000 single nucleotide polymorphism) density. Genome-wide association was performed with a mixed model accounting for farm and principal components derived from animal genotypes, as well as a random term for the genomic relationship matrix. We identified three genome-wide significant associations, including SNPs in or near GBP6 and TCHH. We also identified 33 additional associated SNPs with genome-wide suggestive evidence, including a cluster of 6 SNPs in a peak near the genome-wide significance threshold located near the glutamine transporter gene SLC38A1. These findings suggest genetic susceptibility to footrot may be influenced by genes involved in divergent biological processes such as immune responses, nutrient availability, and hoof growth and integrity. This is the first genome-wide study to investigate susceptibility to footrot by including hair sheep and also the first study of any kind to identify multiple genome-wide significant associations with ovine footrot. These results provide a foundation for developing genetic tests for marker-assisted selection to improve resistance to ovine footrot once additional steps like fine mapping and validation are complete.
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Affiliation(s)
- Mehmet Ulas Cinar
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA, United States
- Department of Animal Science, Faculty of Agriculture, Erciyes University, Kayseri, Turkiye
| | - Ryan D. Oliveira
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA, United States
| | - Tracy S. Hadfield
- Department of Animal, Agricultural Experiment Station, Dairy and Veterinary Sciences, Utah State University, Logan, UT, United States
| | - Anne Lichtenwalner
- School of Food and Agriculture, University of Maine, Orono, ME, United States
- Cooperative Extension, University of Maine, Orono, ME, United States
| | | | | | - Susan G. Schoenian
- Western Maryland Research and Education Center, University of Maryland, College Park, MD, United States
| | - Charles Parker
- Department of Animal Sciences, Professor Emeritus, The Ohio State University, Columbus, OH, United States
| | - Holly L. Neibergs
- Department of Animal Science, Washington State University, Pullman, WA, United States
| | - Noelle E. Cockett
- Department of Animal, Agricultural Experiment Station, Dairy and Veterinary Sciences, Utah State University, Logan, UT, United States
| | - Stephen N. White
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA, United States
- Animal Disease Research Unit, Agricultural Research Service, U.S. Department of Agriculture, Pullman, WA, United States
- Center for Reproductive Biology, Washington State University, Pullman, WA, United States
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McRae KM, Rowe SJ, Johnson PL, Baird HJ, Cullen NG, Bixley MJ, Plowman JE, Deb-Choudhury S, Brauning R, Amyes NC, Dodds KG, Newman SAN, McEwan JC, Clarke SM. Genomic Tools for the Identification of Loci Associated with Facial Eczema in New Zealand Sheep. Genes (Basel) 2021; 12:genes12101560. [PMID: 34680955 PMCID: PMC8536008 DOI: 10.3390/genes12101560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 09/28/2021] [Accepted: 09/29/2021] [Indexed: 11/16/2022] Open
Abstract
Facial eczema (FE) is a significant metabolic disease that affects New Zealand ruminants. Ingestion of the mycotoxin sporidesmin leads to liver and bile duct damage, which can result in photosensitisation, reduced productivity and death. Strategies used to manage the incidence and severity of the disease include breeding. In sheep, there is considerable genetic variation in the response to FE. A commercial testing program is available for ram breeders who aim to increase tolerance, determined by the concentration of the serum enzyme, gamma-glutamyltransferase 21 days after a measured sporidesmin challenge (GGT21). Genome-wide association studies were carried out to determine regions of the genome associated with GGT21. Two regions on chromosomes 15 and 24 are reported, which explain 5% and 1% of the phenotypic variance in the response to FE, respectively. The region on chromosome 15 contains the β-globin locus. Of the significant SNPs in the region, one is a missense variant within the haemoglobin subunit β (HBB) gene. Mass spectrometry of haemoglobin from animals with differing genotypes at this locus indicated that genotypes are associated with different forms of adult β-globin. Haemoglobin haplotypes have previously been associated with variation in several health-related traits in sheep and warrant further investigation regarding their role in tolerance to FE in sheep. We show a strategic approach to the identification of regions of importance for commercial breeding programs with a combination of discovery, statistical and biological validation. This study highlights the power of using increased density genotyping for the identification of influential genomic regions, combined with subsequent inclusion on lower density genotyping platforms.
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Affiliation(s)
- Kathryn M. McRae
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
- Correspondence:
| | - Suzanne J. Rowe
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Patricia L. Johnson
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Hayley J. Baird
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Neil G. Cullen
- AgResearch Limited Ruakura Agricultural Centre, Bisley Road, Hamilton 3214, New Zealand; (N.G.C.); (N.C.A.)
| | - Matthew J. Bixley
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Jeffrey E. Plowman
- AgResearch Limited, Lincoln Research Centre, Springs Road, Lincoln, Private Bag 4749, New Zealand; (J.E.P.); (S.D.-C.); (S.-A.N.N.)
| | - Santanu Deb-Choudhury
- AgResearch Limited, Lincoln Research Centre, Springs Road, Lincoln, Private Bag 4749, New Zealand; (J.E.P.); (S.D.-C.); (S.-A.N.N.)
| | - Rudiger Brauning
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Neville C. Amyes
- AgResearch Limited Ruakura Agricultural Centre, Bisley Road, Hamilton 3214, New Zealand; (N.G.C.); (N.C.A.)
| | - Ken G. Dodds
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Sheryl-Anne N. Newman
- AgResearch Limited, Lincoln Research Centre, Springs Road, Lincoln, Private Bag 4749, New Zealand; (J.E.P.); (S.D.-C.); (S.-A.N.N.)
| | - John C. McEwan
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
| | - Shannon M. Clarke
- AgResearch Limited, Invermay Agricultural Centre, Puddle Alley, Mosgiel, Private Bag 50034, New Zealand; (S.J.R.); (P.L.J.); (H.J.B.); (M.J.B.); (R.B.); (K.G.D.); (J.C.M.); (S.M.C.)
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Hernández-Montiel W, Martínez-Núñez MA, Ramón-Ugalde JP, Román-Ponce SI, Calderón-Chagoya R, Zamora-Bustillos R. Genome-Wide Association Study Reveals Candidate Genes for Litter Size Traits in Pelibuey Sheep. Animals (Basel) 2020; 10:ani10030434. [PMID: 32143402 PMCID: PMC7143297 DOI: 10.3390/ani10030434] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 02/28/2020] [Accepted: 02/29/2020] [Indexed: 12/22/2022] Open
Abstract
The Pelibuey sheep has adaptability to climatic variations, resistance to parasites, and good maternal ability, whereas some ewes present multiple births, which increases the litter size in farm sheep. The litter size in some wool sheep breeds is associated with the presence of mutations, mainly in the family of the transforming growth factor β (TGF-β) genes. To explore genetic mechanisms underlying the variation in litter size, we conducted a genome-wide association study in two groups of Pelibuey sheep (multiparous sheep with two lambs per birth vs. uniparous sheep with a single lamb at birth) using the OvineSNP50 BeadChip. We identified a total of 57 putative SNPs markers (p < 3.0 × 10-3, Bonferroni correction). The candidate genes that may be associated with litter size in Pelibuey sheep are CLSTN2, MTMR2, DLG1, CGA, ABCG5, TRPM6, and HTR1E. Genomic regions were also identified that contain three quantitative trait loci (QTLs) for aseasonal reproduction (ASREP), milk yield (MY), and body weight (BW). These results allowed us to identify SNPs associated with genes that could be involved in the reproductive process related to prolificacy.
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Affiliation(s)
- Wilber Hernández-Montiel
- TecNM/Instituto Tecnológico de Conkal, Av. Tecnológico S/N, Conkal, Yucatán 97345, Mexico; (W.H.-M.); (J.P.R.-U.)
- Departamento de Ciencias Agropecuarias, Universidad del Papaloapan, Loma Bonita Oaxaca 68400, Mexico
| | - Mario Alberto Martínez-Núñez
- UMDI-Sisal, Facultad de Ciencias, Universidad Nacional Autónoma de México, Sierra Papacal-Chuburna Km 5, Mérida, Yucatán 97302, Mexico;
| | - Julio Porfirio Ramón-Ugalde
- TecNM/Instituto Tecnológico de Conkal, Av. Tecnológico S/N, Conkal, Yucatán 97345, Mexico; (W.H.-M.); (J.P.R.-U.)
| | - Sergio Iván Román-Ponce
- Centro Nacional de Investigación Disciplinaria en Fisiología y Mejoramiento Animal, INIFAP, Ajuchitlán Colón, Querétaro 76280, Mexico;
- Correspondence: (S.I.R.-P.); (R.Z.-B.); Tel.: +52-5538718700 (ext. 80208) (S.I.R.-P.); +52-999-341-0860 (ext. 7631) (R.Z.-B.)
| | - Rene Calderón-Chagoya
- Centro Nacional de Investigación Disciplinaria en Fisiología y Mejoramiento Animal, INIFAP, Ajuchitlán Colón, Querétaro 76280, Mexico;
| | - Roberto Zamora-Bustillos
- TecNM/Instituto Tecnológico de Conkal, Av. Tecnológico S/N, Conkal, Yucatán 97345, Mexico; (W.H.-M.); (J.P.R.-U.)
- Correspondence: (S.I.R.-P.); (R.Z.-B.); Tel.: +52-5538718700 (ext. 80208) (S.I.R.-P.); +52-999-341-0860 (ext. 7631) (R.Z.-B.)
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Posbergh CJ, Kalla SE, Sutter NB, Tennant BC, Huson HJ. Mutation responsible for congenital photosensitivity and hyperbilirubinemia in Southdown sheep. Am J Vet Res 2018; 79:538-545. [PMID: 29688779 DOI: 10.2460/ajvr.79.5.538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE To identify the genetic cause for congenital photosensitivity and hyperbilirubinemia (CPH) in Southdown sheep. ANIMALS 73 Southdown sheep from a CPH research flock and 48 sheep of various breeds from commercial flocks without CPH. PROCEDURES Whole-genome sequencing was performed for a phenotypically normal Southdown sheep heterozygous for CPH. Heterozygous variants within Slco1b3 coding exons were identified, and exons that contained candidate mutations were amplified by PCR assay methods for Sanger sequencing. Blood samples from the other 72 Southdown sheep of the CPH research flock were used to determine plasma direct and indirect bilirubin concentrations. Southdown sheep with a plasma total bilirubin concentration < 0.3 mg/dL were classified as controls, and those with a total bilirubin concentration ≥ 0.3 mg/dL and signs of photosensitivity were classified as mutants. Sanger sequencing was used to determine the Slco1b3 genotype for all sheep. Genotypes were compared between mutants and controls of the CPH research flock and among all sheep. Protein homology was measured across 8 species to detect evolutionary conservation of Slco1b. RESULTS A nonsynonymous mutation at ovine Chr3:193,691,195, which generated a glycine-to-arginine amino acid change within the predicted Slco1b3 protein, was significantly associated with hyperbilirubinemia and predicted to be deleterious. That amino acid was conserved across 7 other mammalian species. CONCLUSIONS AND CLINICAL RELEVANCE Results suggested a nonsynonymous mutation in Slco1b3 causes CPH in Southdown sheep. This disease appears to be similar to Rotor syndrome in humans. Sheep with CPH might be useful animals for Rotor syndrome research.
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Matthews ZM, Edwards PJB, Kahnt A, Collett MG, Marshall JC, Partridge AC, Harrison SJ, Fraser K, Cao M, Derrick PJ. Serum metabolomics using ultra performance liquid chromatography coupled to mass spectrometry in lactating dairy cows following a single dose of sporidesmin. Metabolomics 2018; 14:61. [PMID: 29706850 PMCID: PMC5904237 DOI: 10.1007/s11306-018-1358-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 03/29/2018] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Photosensitization is a common clinical sign in cows suffering from liver damage caused by the mycotoxin sporidesmin. This disease, called facial eczema (FE), is of major importance in New Zealand. Current techniques for diagnosing animals with subclinical sporidesmin-induced liver damage (i.e. without photosensitization) are nonspecific. In addition, little is known of the mechanisms involved in sporidesmin resistance, nor the early effects seen following low-dose sporidesmin intoxication. OBJECTIVE The objective of this study was to identify individual metabolites or metabolic profiles that could be used as serum markers for early stage FE in lactating cows. METHODS Results are presented from a 59-day sporidesmin challenge in Friesian-cross dairy cows. Serum metabolite profiles were obtained using reversed phase ultra-performance liquid chromatography (UPLC) electrospray ionization mass spectrometry (MS) and UPLC tandem MS. Multivariate and time series analyses were used to assess the data. RESULTS Statistical analysis, both with and without the temporal component, could distinguish the profiles of animals with clinical signs from the others, but not those affected subclinically. An increase in the concentrations of a combination of taurine- and glycine-conjugated secondary bile acids (BAs) was the most likely cause of the separation. This is the first time that MS methods have been applied to FE and that bile acids changes have been detected in cattle exposed to sporidesmin. CONCLUSIONS It is well known that BA concentrations increase during cholestasis due to damage to bile ducts and leakage of the bile. This is the first study to investigate metabolomic changes in serum following a sporidesmin challenge. Further work to establish the significance of the elevation of individual BAs concentrations in the serum of early-stage sporidesmin-poisoned cows is necessary.
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Affiliation(s)
| | | | | | | | | | | | | | - Karl Fraser
- AgResearch Grasslands, Palmerston North, New Zealand
| | - Mingshu Cao
- AgResearch Grasslands, Palmerston North, New Zealand
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Pollock ML, Wishart H, Holland JP, Malone FE, Waterhouse A. Photosensitisation of livestock grazing Narthecium ossifragum: Current knowledge and future directions. Vet J 2015; 206:275-83. [PMID: 26324639 DOI: 10.1016/j.tvjl.2015.07.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Revised: 07/18/2015] [Accepted: 07/20/2015] [Indexed: 12/23/2022]
Abstract
Photosensitisation diseases can cause production and animal welfare losses world-wide. In North-West Europe a photosensitisation disease complex known as 'plochteach', 'yellowses', 'saut' and 'alveld' occurs in lambs on extensive pastures containing bog asphodel (Narthecium ossifragum). Affected lambs develop lesions on the ears, face and sometimes the back, with erythema, oedema, ulceration and necrosis that can be followed by secondary infection and death. Adult sheep appear unaffected, the incidence in lambs varies from year to year and there are variations in susceptibility between- and within-breeds. The definitive cause remains uncertain although ingestion of N. ossifragum, which contains hepatotoxic saponins, has been implicated in the aetiology. However, problems replicating the disease complex by feeding N. ossifragum in a controlled environment have led to alternative hypotheses, including possible intake of toxins from fungal spores and cyanobacteria. Further research is required to assess the putative role of N. ossifragum, the scale of economic and animal welfare losses associated with the disease, how best to identify affected animals before external clinical signs appear and the treatment and management of clinical cases. Given the challenges involved in isolating the causative agent(s) of plochteach, an animal breeding route may be effective if heritability of resistance/susceptibility can be demonstrated.
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Affiliation(s)
- Meg L Pollock
- Scotland's Rural College, Hill and Mountain Research Centre, Kirkton Farm, Crianlarich FK20 8RU, UK.
| | - Harriet Wishart
- Scotland's Rural College, Hill and Mountain Research Centre, Kirkton Farm, Crianlarich FK20 8RU, UK
| | - John P Holland
- Scotland's Rural College, Hill and Mountain Research Centre, Kirkton Farm, Crianlarich FK20 8RU, UK
| | - Frank E Malone
- Veterinary Services, SAC Consulting, Auchincruive, Ayr KA6 5AE, UK
| | - Anthony Waterhouse
- Scotland's Rural College, Hill and Mountain Research Centre, Kirkton Farm, Crianlarich FK20 8RU, UK
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Phua SH, Cullen NG, Dodds KG, Scobie DR, Bray AR. An ovine quantitative trait locus affecting fibre opacity in wool. Small Rumin Res 2015. [DOI: 10.1016/j.smallrumres.2015.06.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Phua SH, Hyndman DL, Baird HJ, Auvray B, McEwan JC, Lee MA, Dodds KG. Towards genomic selection for facial eczema disease tolerance in the New Zealand sheep industry. Anim Genet 2014; 45:559-64. [PMID: 24804852 DOI: 10.1111/age.12167] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2014] [Indexed: 12/20/2022]
Abstract
Pithomycotoxicosis, more commonly known as facial eczema (FE), is a liver disease that occurs predominantly in New Zealand because of its toxigenic Pithomyces chartarum strains. The first reported case was in sheep in 1887. Since the 1930s, a number of studies have been conducted in an attempt to mitigate the problems FE has on the sheep and dairy industries. The research in these studies included work on fungicide and biological control of the saprophytic fungus, use of different pasture plants to inhibit fungal growth, stock management with respect to pasture fungal spore counts and the use of zinc prophylaxis on animals. The finding that there was a genetic basis in FE sensitivity in sheep prompted research for a genetic approach to mitigation in the form of a diagnostic DNA test for susceptibility to the disease. Recently, we have used the Illumina OvineSNP50 BeadChip to develop a genome-enabled prediction approach to screen for FE-tolerant sheep. Our current best genomic prediction for FE is for the Romney breed and has an accuracy of 0.38. This prediction accuracy is not as high as the individual accuracy gained by an artificial challenge test (0.64). However, it has the advantage of being a non-invasive test and can be provided as part of genomic testing for other traits at minimal cost.
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Affiliation(s)
- S H Phua
- AgResearch Invermay, Private Bag 50034, Mosgiel, 9053, New Zealand
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Phua SH, Brauning R, Baird HJ, Dodds KG. Identifying chromosomal selection-sweep regions in facial eczema selection-line animals using an ovine 50K-SNP array. Anim Genet 2014; 45:240-7. [PMID: 24521158 DOI: 10.1111/age.12122] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2013] [Indexed: 11/29/2022]
Abstract
Facial eczema (FE) is a hepato-mycotoxicosis found mainly in New Zealand sheep and cattle. When genetics was found to be a factor in FE susceptibility, resistant and susceptible selection lines of Romney sheep were established to enable further investigations of this disease trait. Using the Illumina OvineSNP50 BeadChip, we conducted a selection-sweep experiment on these FE genetic lines. Two analytical methods were used to detect selection signals, namely the Peddrift test (Dodds & McEwan, 1997) and fixation index FST (Weir & Hill, 2002). Of 50 975 single nucleotide polymorphism (SNP) markers tested, there were three that showed highly significant allele frequency differences between the resistant and susceptible animals (Peddrift nominal P < 0.000001). These SNP loci are located on chromosomes OAR1, OAR11 and OAR12 that coincide precisely with the three highest genomic FST peaks. In addition, there are nine less significant Peddrift SNPs (nominal P ≤ 0.000009) on OAR6 (n = 2), OAR9 (n = 2), OAR12, OAR19 (n = 2), OAR24 and OAR26. In smoothed FST (five-SNP moving average) plots, the five most prominent peaks are on OAR1, OAR6, OAR7, OAR13 and OAR19. Although these smoothed FST peaks do not coincide with the three most significant Peddrift SNP loci, two (on OAR6 and OAR19) overlap with the set of less significant Peddrift SNPs above. Of these 12 Peddrift SNPs and five smoothed FST regions, none is close to the FE candidate genes catalase and ABCG2; however, two on OAR1 and one on OAR13 fall within suggestive quantitative trait locus regions identified in a previous genome screen experiment. The present studies indicated that there are at least eight genomic regions that underwent a selection sweep in the FE lines.
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Affiliation(s)
- S H Phua
- AgResearch Invermay, Private Bag 50034, Mosgiel, 9053, New Zealand
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