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The Journal of heredity2016; 107(6); 537-543; doi: 10.1093/jhered/esw042

Heritability of Recurrent Exertional Rhabdomyolysis in Standardbred and Thoroughbred Racehorses Derived From SNP Genotyping Data.

Abstract: Recurrent exertional rhabdomyolysis (RER) in Thoroughbred and Standardbred racehorses is characterized by episodes of muscle rigidity and cell damage that often recur upon strenuous exercise. The objective was to evaluate the importance of genetic factors in RER by obtaining an unbiased estimate of heritability in cohorts of unrelated Thoroughbred and Standardbred racehorses. Four hundred ninety-one Thoroughbred and 196 Standardbred racehorses were genotyped with the 54K or 74K SNP genotyping arrays. Heritability was calculated from genome-wide SNP data with a mixed linear and Bayesian model, utilizing the standard genetic relationship matrix (GRM). Both the mixed linear and Bayesian models estimated heritability of RER in Thoroughbreds to be approximately 0.34 and in Standardbred racehorses to be approximately 0.45 after adjusting for disease prevalence and sex. To account for potential differences in the genetic architecture of the underlying causal variants, heritability estimates were adjusted based on linkage disequilibrium weighted kinship matrix, minor allele frequency and variant effect size, yielding heritability estimates that ranged between 0.41-0.46 (Thoroughbreds) and 0.39-0.49 (Standardbreds). In conclusion, between 34-46% and 39-49% of the variance in RER susceptibility in Thoroughbred and Standardbred racehorses, respectively, can be explained by the SNPs present on these 2 genotyping arrays, indicating that RER is moderately heritable. These data provide further rationale for the investigation of genetic mutations associated with RER susceptibility.
Publication Date: 2016-08-03 PubMed ID: 27489252PubMed Central: PMC5006745DOI: 10.1093/jhered/esw042Google Scholar: Lookup
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  • Journal Article
  • Research Support
  • Non-U.S. Gov't
  • Research Support
  • N.I.H.
  • Extramural

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 paper discusses a study that investigates the heritability of Recurrent Exertional Rhabdomyolysis (RER), a disease causing muscle rigidity and cell damage in horses, particularly Thoroughbred and Standardbred racehorses. It investigates this heritability through analysis of SNP genotyping data, and concludes that RER has moderate genetic heritability, making further investigation of the genes involved advisable.

Research Methodology

  • The main objective of this study was to evaluate the importance of genetic factors in RER. Researchers carried out this by obtaining an unbiased estimate of heritability in cohorts of unrelated Thoroughbred and Standardbred racehorses.
  • A total of 491 Thoroughbred and 196 Standardbred racehorses were genotyped with 54K or 74K SNP (single nucleotide polymorphisms) genotyping arrays. These SNP genotyping arrays are used to scan for genetic variations across the whole genome of each horse.
  • After obtaining the SNP data, the researchers calculated heritability using both a mixed linear and a Bayesian statistical model, aided by a standard genetic relationship matrix (GRM).

Research Findings

  • According to both mixed linear and Bayesian models, the estimated heritability of RER in Thoroughbreds was approximately 0.34, whereas in Standardbred racehorses, it was approximately 0.45.
  • The heritability estimates were then adjusted for potential differences, such as variant effects and minor allele frequencies. After adjustment, heritability estimates were found to range between 0.41-0.46 in Thoroughbreds and 0.39-0.49 in Standardbreds.
  • This led the research team to conclude that between 34-46% (in Thoroughbreds) and 39-49% (in Standardbreds) of the variance in RER susceptibility could be attributed to the SNPs present on the two genotyping arrays used in the study.

Implications of the Study

  • The study provides strong evidence showing that RER is moderately heritable, which lays the groundwork for further research into the genetic mutations associated with RER susceptibility.
  • Knowing that there is a strong genetic element to this disease could potentially lead to better diagnostic procedures, treatments, and even preventative measures for RER in the breeding and racing horse industry.

Cite This Article

APA
Norton EM, Mickelson JR, Binns MM, Blott SC, Caputo P, Isgren CM, McCoy AM, Moore A, Piercy RJ, Swinburne JE, Vaudin M, McCue ME. (2016). Heritability of Recurrent Exertional Rhabdomyolysis in Standardbred and Thoroughbred Racehorses Derived From SNP Genotyping Data. J Hered, 107(6), 537-543. https://doi.org/10.1093/jhered/esw042

Publication

ISSN: 1465-7333
NlmUniqueID: 0375373
Country: United States
Language: English
Volume: 107
Issue: 6
Pages: 537-543

Researcher Affiliations

Norton, Elaine M
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Mickelson, James R
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Binns, Matthew M
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Blott, Sarah C
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Caputo, Paul
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Isgren, Cajsa M
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
McCoy, Annette M
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Moore, Alison
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Piercy, Richard J
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Swinburne, June E
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
Vaudin, Mark
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin).
McCue, Molly E
  • From the Veterinary Population Medicine Department, University of Minnesota, 225 Veterinary Medical Center, 1365 Gortner Ave, St. Paul, MN 55108 (Norton and McCue); Veterinary Biomedical Sciences Department, University of Minnesota, St. Paul, MN (Mickelson); Equine Analysis Systems, LLC, Midway, KY (Binns); School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, UK (Blott); 333 SW 14th Ave, Pompano Beach, FL (Caputo); School of Veterinary Science, University of Liverpool; Philip Leverhulme Equine Hospital, University of Liverpool Leahurst Campus, Wirral, UK (Isgren); Department of Veterinary Clinical Medicine, University of Illinois, Urbana, IL (McCoy); Moore Equine Services, Cambridge, Canada (Moore); Department of Clinical Sciences and Services, The Royal Veterinary College, Hertfordshire, UK (Piercy); Animal DNA Diagnostics LTD, Cambridge, UK (Swinburne); and Animal Health Trust, Suffolk, UK (Vaudin). mccų@umn.edu.

MeSH Terms

  • Animals
  • Bayes Theorem
  • Female
  • Genetic Linkage
  • Genetic Predisposition to Disease
  • Genotype
  • Heredity
  • Horse Diseases / genetics
  • Horses
  • Linkage Disequilibrium
  • Male
  • Models, Genetic
  • Polymorphism, Single Nucleotide
  • Rhabdomyolysis / veterinary

References

This article includes 32 references
  1. Browning SR, Browning BL. Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am J Hum Genet 81:1084–1097.
    pmc: PMC2265661pubmed: 17924348
  2. Dranchak PK, Valberg SJ, Onan GW, Gallant EM, MacLeay JM, McKenzie EC, De La Corte FD, Ekenstedt K, Mickelson JR. Inheritance of recurrent exertional rhabdomyolysis in thoroughbreds. J Am Vet Med Assoc 227:762–767.
    pubmed: 16178398
  3. Fritz KL, McCue ME, Valberg SJ, Rendahl AK, Mickelson JR. Genetic mapping of recurrent exertional rhabdomyolysis in a population of North American Thoroughbreds. Anim Genet 43:730–738.
    pmc: PMC3665002pubmed: 22497487
  4. Furlotte NA, Heckerman D, Lippert C. Quantifying the uncertainty in heritability. J Hum Genet 59:269–275.
    pmc: PMC4521294pubmed: 24670270
  5. Isgren CM, Upjohn MM, Fernandez-Fuente M, Massey C, Pollott G, Verheyen KL, Piercy RJ. Epidemiology of exertional rhabdomyolysis susceptibility in standardbred horses reveals associated risk factors and underlying enhanced performance. PLoS One 5:e11594.
    pmc: PMC2904368pubmed: 20644724
  6. Jeffcott LB, Rossdale PD, Freestone J, Frank CJ, Towers-Clark PF. An assessment of wastage in thoroughbred racing from conception to 4 years of age. Equine Vet J 14:185–198.
    pubmed: 7106081
  7. Lee C, Pollak EJ. Influence of sire misidentification on sire x year interaction variance and direct-maternal genetic covariance for weaning weight in beef cattle. J Anim Sci 75:2858–2863.
    pubmed: 9374297
  8. Lee SH, DeCandia TR, Ripke S, Yang J, Sullivan PF, Goddard ME, Keller MC, Visscher PM, Wray NR. Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs. Nat Genet 44:247–250.
    pmc: PMC3327879pubmed: 22344220
  9. Lee SH, Wray NR, Goddard ME, Visscher PM. Estimating missing heritability for disease from genome-wide association studies. Am J Hum Genet 88:294–305.
    pmc: PMC3059431pubmed: 21376301
  10. Lee SH, Yang J, Chen GB, Ripke S, Stahl EA, Hultman CM, Sklar P, Visscher PM, Sullivan PF, Goddard ME. Estimation of SNP heritability from dense genotype data. Am J Hum Genet 93:1151–1155.
    pmc: PMC3852919pubmed: 24314550
  11. Lentz LR, Valberg SJ, Balog EM, Mickelson JR, Gallant EM. Abnormal regulation of muscle contraction in horses with recurrent exertional rhabdomyolysis. Am J Vet Res 60:992–999.
    pubmed: 10451211
  12. MacLeay JM, Sorum SA, Valberg SJ, Marsh WE, Sorum MD. a. Epidemiologic analysis of factors influencing exertional rhabdomyolysis in Thoroughbreds. Am J Vet Res 60:1562–1566.
    pubmed: 10622169
  13. MacLeay JM, Valberg SJ, Sorum SA, Sorum MD, Kassube T, Santschi EM, Mickelson JR, Geyer CJ. b. Heritability of recurrent exertional rhabdomyolysis in Thoroughbred racehorses. Am J Vet Res 60:250–256.
    pubmed: 10048561
  14. Manolio TA, Collins FS, Cox NJ, Goldstein DB, Hindorff LA, Hunter DJ, McCarthy MI, Ramos EM, Cardon LR, Chakravarti A. Finding the missing heritability of complex diseases. Nature 461:747–753.
    pmc: PMC2831613pubmed: 19812666
  15. McCoy AM, McCue ME. Validation of imputation between equine genotyping arrays. Anim Genet 45:153.
    pmc: PMC4000747pubmed: 24164665
  16. McCue ME, Bannasch DL, Petersen JL, Gurr J, Bailey E, Binns MM, Distl O, Guérin G, Hasegawa T, Hill EW. A high density SNP array for the domestic horse and extant Perissodactyla: utility for association mapping, genetic diversity, and phylogeny studies. PLoS Genet 8:e1002451.
    pmc: PMC3257288pubmed: 22253606
  17. McGowan CM, Fordham T, Christley RM. Incidence and risk factors for exertional rhabdomyolysis in thoroughbred racehorses in the United Kingdom. Vet Rec 151:623–626.
    pubmed: 12479297
  18. Oki H, Miyake T, Hasegawa T, Sasaki Y. Estimation of heritability for Tying-up syndrome in the Thoroughbred racehorse by Gibbs sampling. J Anim Breed Genet 122:289–293.
    pubmed: 16191036
  19. Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81:559–575.
    pmc: PMC1950838pubmed: 17701901
  20. . R: A language and environment for statistical computing. .
  21. Rossdale PD, Hopes R, Digby NJ, offord K. Epidemiological study of wastage among racehorses 1982 and 1983. Vet Rec 116:66–69.
    pubmed: 3976145
  22. Speed D, Hemani G, Johnson MR, Balding DJ. Improved heritability estimation from genome-wide SNPs. Am J Hum Genet 91:1011–1021.
    pmc: PMC3516604pubmed: 23217325
  23. Speed D, Hemani G, Johnson MR, Balding DJ. Response to Lee et al.: SNP-based heritability analysis with dense data. Am J Hum Genet 93:1155–1157.
    pmc: PMC3852920pubmed: 24314551
  24. Tozaki T, Hirota K, Sugita S, Ishida N, Miyake T, Oki H, Hasegawa T. A genome-wide scan for tying-up syndrome in Japanese Thoroughbreds. Anim Genet 41(suppl 2):80–86.
    pubmed: 21070280
  25. Upjohn MM, Archer RM, Christley RM, McGowan CM. Incidence and risk factors associated with exertional rhabdomyolysis syndrome in National Hunt racehorses in Great Britain. Vet Rec 156:763–766.
    pubmed: 15951498
  26. Valberg S, Jönsson L, Lindholm A, Holmgren N. Muscle histopathology and plasma aspartate aminotransferase, creatine kinase and myoglobin changes with exercise in horses with recurrent exertional rhabdomyolysis. Equine Vet J 25:11–16.
    pubmed: 8422878
  27. Valberg SJ, Mickelson JR, Gallant EM, MacLeay JM, Lentz L, de la Corte F. Exertional rhabdomyolysis in quarter horses and thoroughbreds: one syndrome, multiple aetiologies. Equine Vet J 31(suppl 30):533–538.
    pubmed: 10659313
  28. Viding E, Price TS, Jaffee SR, Trzaskowski M, Davis OS, Meaburn EL, Haworth CM, Plomin R. Genetics of callous-unemotional behavior in children. PLoS One 8:e65789.
    pmc: PMC3706442pubmed: 23874384
  29. Visscher PM, Hill WG, Wray NR. Heritability in the genomics era– concepts and misconceptions. Nat Rev Genet 9:255–266.
    pubmed: 18319743
  30. Yang J Benyamin B McEvoy BP Gordon S Henders AK Nyholt DR, Madden PA Heath AC Martin NG Montgomery GW et al. Common SNPs explain a large proportion of the heritability for human height. Nat Genet 42:565–569.
    pmc: PMC3232052pubmed: 20562875
  31. Yang J, Lee SH, Goddard ME, Visscher PM. GCTA: a tool for genome-wide complex trait analysis. Am J Hum Genet 88:76–82.
    pmc: PMC3014363pubmed: 21167468
  32. Yang J, Lee SH, Goddard ME, Visscher PM. Genome-wide complex trait analysis (GCTA): methods, data analyses, and interpretations. Methods Mol Biol 1019:215–236.
    pubmed: 23756893

Citations

This article has been cited 9 times.
  1. Lindsay-McGee V, Massey C, Li YT, Clark EL, Psifidi A, Piercy RJ. Characterisation of phenotypic patterns in equine exercise-associated myopathies. Equine Vet J 2025 Mar;57(2):347-361.
    doi: 10.1111/evj.14128pubmed: 38965932google scholar: lookup
  2. Ren M, Sambuughin N, Mungunshukh O, Edgeworth DB, Hupalo D, Zhang X, Wilkerson MD, Dalgard CL, O'Connor FG, Deuster PA. Genome-Wide Analysis of Exertional Rhabdomyolysis in Sickle Cell Trait Positive African Americans. Genes (Basel) 2024 Mar 26;15(4).
    doi: 10.3390/genes15040408pubmed: 38674343google scholar: lookup
  3. Durward-Akhurst SA, Marlowe JL, Schaefer RJ, Springer K, Grantham B, Carey WK, Bellone RR, Mickelson JR, McCue ME. Predicted genetic burden and frequency of phenotype-associated variants in the horse. Sci Rep 2024 Apr 10;14(1):8396.
    doi: 10.1038/s41598-024-57872-8pubmed: 38600096google scholar: lookup
  4. Sharman P, Wilson AJ. Genetic improvement of speed across distance categories in thoroughbred racehorses in Great Britain. Heredity (Edinb) 2023 Jul;131(1):79-85.
    doi: 10.1038/s41437-023-00623-8pubmed: 37244934google scholar: lookup
  5. Valberg SJ, Velez-Irizarry D, Williams ZJ, Henry ML, Iglewski H, Herrick K, Fenger C. Enriched Pathways of Calcium Regulation, Cellular/Oxidative Stress, Inflammation, and Cell Proliferation Characterize Gluteal Muscle of Standardbred Horses between Episodes of Recurrent Exertional Rhabdomyolysis. Genes (Basel) 2022 Oct 14;13(10).
    doi: 10.3390/genes13101853pubmed: 36292738google scholar: lookup
  6. Durward-Akhurst SA, Schaefer RJ, Grantham B, Carey WK, Mickelson JR, McCue ME. Genetic Variation and the Distribution of Variant Types in the Horse. Front Genet 2021;12:758366.
    doi: 10.3389/fgene.2021.758366pubmed: 34925451google scholar: lookup
  7. Esdaile E, Avila F, Bellone RR. Analysis of Genetic Diversity in the American Standardbred Horse Utilizing Short Tandem Repeats and Single Nucleotide Polymorphisms. J Hered 2022 Jul 9;113(3):238-247.
    doi: 10.1093/jhered/esab070pubmed: 34893836google scholar: lookup
  8. Aldrich K, Velez-Irizarry D, Fenger C, Schott M, Valberg SJ. Pathways of calcium regulation, electron transport, and mitochondrial protein translation are molecular signatures of susceptibility to recurrent exertional rhabdomyolysis in Thoroughbred racehorses. PLoS One 2021;16(2):e0244556.
    doi: 10.1371/journal.pone.0244556pubmed: 33566847google scholar: lookup
  9. Valberg SJ, Soave K, Williams ZJ, Perumbakkam S, Schott M, Finno CJ, Petersen JL, Fenger C, Autry JM, Thomas DD. Coding sequences of sarcoplasmic reticulum calcium ATPase regulatory peptides and expression of calcium regulatory genes in recurrent exertional rhabdomyolysis. J Vet Intern Med 2019 Mar;33(2):933-941.
    doi: 10.1111/jvim.15425pubmed: 30720217google scholar: lookup