Analyze Diet
Animal genetics2010; 41 Suppl 2; 111-120; doi: 10.1111/j.1365-2052.2010.02117.x

Genome-wide association analysis of osteochondrosis of the tibiotarsal joint in Norwegian Standardbred trotters.

Abstract: Osteochondrosis (OC), a disturbance in the process of endochondral ossification, is by far the most important equine developmental orthopaedic disease and is also common in other domestic animals and humans. The purpose of this study was to identify quantitative trait loci (QTL) associated with osteochondrosis dissecans (OCD) at the intermediate ridge of the distal tibia in Norwegian Standardbred (SB) using the Illumina Equine SNP50 BeadChip whole-genome single-nucleotide polymorphism (SNP) assay. Radiographic data and blood samples were obtained from 464 SB yearlings. Based on the radiographic examination, 162 horses were selected for genotyping; 80 of these were cases with an OCD at the intermediate ridge of the distal tibia, and 82 were controls without any developmental lesions in the joints examined. Genotyped horses descended from 22 sires, and the number of horses in each half-sib group ranged from 3 to 14. The population structure necessitated statistical correction for stratification. When conducting a case-control genome-wide association study (GWAS), mixed-model analyses displayed regions on chromosomes (Equus callabus chromosome - ECA) 5, 10, 27 and 28 that showed moderate evidence of association (P ≤ 5 × 10(-5); this P-value is uncorrected i.e. not adjusted for multiple comparisons) with OCD in the tibiotarsal joint. Two SNPs on ECA10 represent the most significant hits (uncorrected P=1.19 × 10(-5) in the mixed-model). In the basic association (chi-square) test, these SNPs achieved statistical significance with the Bonferroni correction (P=0.038) and were close in the permuted logistic regression test (P=0.054). Putative QTL on ECA 5, 10, 27 and 28 represent interesting areas for future research, validation studies and fine mapping of candidate regions. Results presented here represent the first GWAS of OC in horses using the recently released Illumina Equine SNP50 BeadChip.
Publication Date: 2010-11-26 PubMed ID: 21070284DOI: 10.1111/j.1365-2052.2010.02117.xGoogle Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
  • Journal Article
  • Research Support
  • Non-U.S. Gov't
  • Research Support
  • U.S. Gov't
  • Non-P.H.S.

Summary

This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.

The research involved a genomic study to identify genetic regions associated with Osteochondrosis (OC), a main equine developmental orthopedic disease, in Norwegian Standardbred trotters. It utilized advanced genomic analysis methods and could potentially aid in future research and mapping of genetic regions connected to the disease.

Understanding the Research Purpose and Subject

  • The research focused on Osteochondrosis (OC), a disease affecting the bone development process and commonly found in horses, domestic animals and humans.
  • The study specifically identified genetic regions or Quantitative Trait Loci (QTL) linked with Osteochondrosis dissecans (OCD) in the lower leg bone (tibia) of Norwegian Standardbred trotters. OCD is a form of OC that affects a specific area in the tibia.
  • A SNP (Single Nucleotide Polymorphism) assay using the Illumina Equine SNP50 BeadChip was used for the genomic study.

Methodology and Participant Selection

  • Blood samples and radiographic data were gathered from 464 yearling Standardbreds.
  • 162 horses with varying conditions were selected for genotyping: 80 showed OCD symptoms in the tibia, and 82 were healthy controls without any developmental lesions.
  • The genotyped horses were offspring of 22 different sires, each producing a group of 3 to 14 half-siblings. This varied ancestry required statistical correction for stratification.

Study Findings and Significance

  • Genome-wide association study (GWAS) was conducted, showing regions on chromosomes 5, 10, 27 and 28 with potential association with OCD in the tibiotarsal joint.
  • Particularly, two SNPs on chromosome 10 (ECA10) showed the most significant association.
  • The statistical significance of these SNPs was confirmed through a chi-square test, achieving a Bonferroni corrected value of 0.038 and a near significance in permuted logistic regression test (P=0.054).
  • The identified regions on chromosomes 5, 10, 27, and 28 are promising areas for further research, validation studies, and finer mapping of candidate regions.
  • The study is the first genome-wide association study (GWAS) of OC in horses to use the newly introduced Illumina Equine SNP50 BeadChip, making it a pivotal research work in the field.

Cite This Article

APA
Lykkjen S, Dolvik NI, McCue ME, Rendahl AK, Mickelson JR, Roed KH. (2010). Genome-wide association analysis of osteochondrosis of the tibiotarsal joint in Norwegian Standardbred trotters. Anim Genet, 41 Suppl 2, 111-120. https://doi.org/10.1111/j.1365-2052.2010.02117.x

Publication

ISSN: 1365-2052
NlmUniqueID: 8605704
Country: England
Language: English
Volume: 41 Suppl 2
Pages: 111-120

Researcher Affiliations

Lykkjen, S
  • The Norwegian School of Veterinary Science, Department of Basic Sciences and Aquatic Medicine, Post-box 8146 Dep., N-0033 Oslo, Norway. sigrid.lykkjen@nvh.no
Dolvik, N I
    McCue, M E
      Rendahl, A K
        Mickelson, J R
          Roed, K H

            MeSH Terms

            • Animals
            • Female
            • Genome-Wide Association Study
            • Horse Diseases / genetics
            • Horse Diseases / pathology
            • Horses
            • Male
            • Osteochondrosis / genetics
            • Osteochondrosis / pathology
            • Osteochondrosis / veterinary
            • Polymorphism, Single Nucleotide
            • Quantitative Trait Loci
            • Tarsal Joints / pathology

            Citations

            This article has been cited 21 times.
            1. Binversie EE, Momen M, Rosa GJM, Davis BW, Muir P. Across-breed genetic investigation of canine hip dysplasia, elbow dysplasia, and anterior cruciate ligament rupture using whole-genome sequencing. Front Genet 2022;13:913354.
              doi: 10.3389/fgene.2022.913354pubmed: 36531249google scholar: lookup
            2. Norton E, Schultz N, Geor R, McFarlane D, Mickelson J, McCue M. Genome-Wide Association Analyses of Equine Metabolic Syndrome Phenotypes in Welsh Ponies and Morgan Horses. Genes (Basel) 2019 Nov 6;10(11).
              doi: 10.3390/genes10110893pubmed: 31698676google scholar: lookup
            3. Raudsepp T, Finno CJ, Bellone RR, Petersen JL. Ten years of the horse reference genome: insights into equine biology, domestication and population dynamics in the post-genome era. Anim Genet 2019 Dec;50(6):569-597.
              doi: 10.1111/age.12857pubmed: 31568563google scholar: lookup
            4. Velie BD, Solé M, Fegraeus KJ, Rosengren MK, Røed KH, Ihler CF, Strand E, Lindgren G. Genomic measures of inbreeding in the Norwegian-Swedish Coldblooded Trotter and their associations with known QTL for reproduction and health traits. Genet Sel Evol 2019 May 27;51(1):22.
              doi: 10.1186/s12711-019-0465-7pubmed: 31132983google scholar: lookup
            5. Burns EN, Bordbari MH, Mienaltowski MJ, Affolter VK, Barro MV, Gianino F, Gianino G, Giulotto E, Kalbfleisch TS, Katzman SA, Lassaline M, Leeb T, Mack M, Müller EJ, MacLeod JN, Ming-Whitfield B, Alanis CR, Raudsepp T, Scott E, Vig S, Zhou H, Petersen JL, Bellone RR, Finno CJ. Generation of an equine biobank to be used for Functional Annotation of Animal Genomes project. Anim Genet 2018 Dec;49(6):564-570.
              doi: 10.1111/age.12717pubmed: 30311254google scholar: lookup
            6. Velie BD, Fegraeus KJ, Solé M, Rosengren MK, Røed KH, Ihler CF, Strand E, Lindgren G. A genome-wide association study for harness racing success in the Norwegian-Swedish coldblooded trotter reveals genes for learning and energy metabolism. BMC Genet 2018 Aug 29;19(1):80.
              doi: 10.1186/s12863-018-0670-3pubmed: 30157760google scholar: lookup
            7. Lewczuk D, Bereznowski A, Hecold M, Frąszczak M, Ruść A, Korwin-Kossakowska A, Szyda J, Kamiński S. Differences between horse selection based on two forms of osteochondrosis in fetlock. J Appl Genet 2018 May;59(2):225-230.
              doi: 10.1007/s13353-018-0437-6pubmed: 29524049google scholar: lookup
            8. Schaefer RJ, Schubert M, Bailey E, Bannasch DL, Barrey E, Bar-Gal GK, Brem G, Brooks SA, Distl O, Fries R, Finno CJ, Gerber V, Haase B, Jagannathan V, Kalbfleisch T, Leeb T, Lindgren G, Lopes MS, Mach N, da Câmara Machado A, MacLeod JN, McCoy A, Metzger J, Penedo C, Polani S, Rieder S, Tammen I, Tetens J, Thaller G, Verini-Supplizi A, Wade CM, Wallner B, Orlando L, Mickelson JR, McCue ME. Developing a 670k genotyping array to tag ~2M SNPs across 24 horse breeds. BMC Genomics 2017 Jul 27;18(1):565.
              doi: 10.1186/s12864-017-3943-8pubmed: 28750625google scholar: lookup
            9. Sevane N, Dunner S, Boado A, Cañon J. Polymorphisms in ten candidate genes are associated with conformational and locomotive traits in Spanish Purebred horses. J Appl Genet 2017 Aug;58(3):355-361.
              doi: 10.1007/s13353-016-0385-ypubmed: 27917442google scholar: lookup
            10. McCoy AM, Beeson SK, Splan RK, Lykkjen S, Ralston SL, Mickelson JR, McCue ME. Identification and validation of risk loci for osteochondrosis in standardbreds. BMC Genomics 2016 Jan 12;17:41.
              doi: 10.1186/s12864-016-2385-zpubmed: 26753841google scholar: lookup
            11. McQueen CM, Dindot SV, Foster MJ, Cohen ND. Genetic Susceptibility to Rhodococcus equi. J Vet Intern Med 2015 Nov-Dec;29(6):1648-59.
              doi: 10.1111/jvim.13616pubmed: 26340305google scholar: lookup
            12. McQueen CM, Doan R, Dindot SV, Bourquin JR, Zlatev ZZ, Chaffin MK, Blodgett GP, Ivanov I, Cohen ND. Identification of genomic loci associated with Rhodococcus equi susceptibility in foals. PLoS One 2014;9(6):e98710.
              doi: 10.1371/journal.pone.0098710pubmed: 24892408google scholar: lookup
            13. Bates JT, Jacobs JC Jr, Shea KG, Oxford JT. Emerging genetic basis of osteochondritis dissecans. Clin Sports Med 2014 Apr;33(2):199-220.
              doi: 10.1016/j.csm.2013.11.004pubmed: 24698039google scholar: lookup
            14. Corbin LJ, Kranis A, Blott SC, Swinburne JE, Vaudin M, Bishop SC, Woolliams JA. The utility of low-density genotyping for imputation in the Thoroughbred horse. Genet Sel Evol 2014 Feb 4;46(1):9.
              doi: 10.1186/1297-9686-46-9pubmed: 24495673google scholar: lookup
            15. McCoy AM, Toth F, Dolvik NI, Ekman S, Ellermann J, Olstad K, Ytrehus B, Carlson CS. Articular osteochondrosis: a comparison of naturally-occurring human and animal disease. Osteoarthritis Cartilage 2013 Nov;21(11):1638-47.
              doi: 10.1016/j.joca.2013.08.011pubmed: 23954774google scholar: lookup
            16. Alhaddad H, Khan R, Grahn RA, Gandolfi B, Mullikin JC, Cole SA, Gruffydd-Jones TJ, Häggström J, Lohi H, Longeri M, Lyons LA. Extent of linkage disequilibrium in the domestic cat, Felis silvestris catus, and its breeds. PLoS One 2013;8(1):e53537.
              doi: 10.1371/journal.pone.0053537pubmed: 23308248google scholar: lookup
            17. Raudsepp T, McCue ME, Das PJ, Dobson L, Vishnoi M, Fritz KL, Schaefer R, Rendahl AK, Derr JN, Love CC, Varner DD, Chowdhary BP. Genome-wide association study implicates testis-sperm specific FKBP6 as a susceptibility locus for impaired acrosome reaction in stallions. PLoS Genet 2012;8(12):e1003139.
              doi: 10.1371/journal.pgen.1003139pubmed: 23284302google scholar: lookup
            18. McCue ME, Bannasch DL, Petersen JL, Gurr J, Bailey E, Binns MM, Distl O, Guérin G, Hasegawa T, Hill EW, Leeb T, Lindgren G, Penedo MC, Røed KH, Ryder OA, Swinburne JE, Tozaki T, Valberg SJ, Vaudin M, Lindblad-Toh K, Wade CM, Mickelson JR. A high density SNP array for the domestic horse and extant Perissodactyla: utility for association mapping, genetic diversity, and phylogeny studies. PLoS Genet 2012 Jan;8(1):e1002451.
              doi: 10.1371/journal.pgen.1002451pubmed: 22253606google scholar: lookup
            19. Corbin LJ, Blott SC, Swinburne JE, Sibbons C, Fox-Clipsham LY, Helwegen M, Parkin TD, Newton JR, Bramlage LR, McIlwraith CW, Bishop SC, Woolliams JA, Vaudin M. A genome-wide association study of osteochondritis dissecans in the Thoroughbred. Mamm Genome 2012 Apr;23(3-4):294-303.
              doi: 10.1007/s00335-011-9363-1pubmed: 22052004google scholar: lookup
            20. Chen J, Yablon A, Metaxas C, Guedin M, Hu J, Conover K, Simpson M, Ralston SL, Krishnamurthy K, Pelczer I. Suppress or Not to Suppress … CRAFT It: A Targeted Metabolomics Case Study Extracting Essential Biomarker Signals Directly from the Full (1)H NMR Spectra of Horse Serum Samples. Metabolites 2025 Jun 10;15(6).
              doi: 10.3390/metabo15060387pubmed: 40559411google scholar: lookup
            21. Martinez-Saez L, Marín-García PJ, Llobat ML. Osteochondrosis in horses: An overview of genetic and other factors. Equine Vet J 2026 Jan;58(1):6-19.
              doi: 10.1111/evj.14518pubmed: 40302410google scholar: lookup