Genome-wide search reveals the uniqueness of DNA regions associated with coat color and innate immunity in Hokkaido Native Horse.
Abstract: Hokkaido Native Horse (HKD) is a horse breed native to Hokkaido in Japan known for the traits such as coat color with no white spots and adaptability to the local cold climate. To examine whether those traits of HKD are conferred at the DNA level, we attempted to identify fixed DNA regions in HKD individuals, that is, the selection signatures of HKD. A comparison of genome-wide single nucleotide polymorphism genotypes in 58 HKD individuals by principal component analysis, and cluster analysis between breeds, including HKD, and within the HKD individuals indicated the genetic independence of HKD as a breed. Tajima's D analysis and runs of homozygosity analysis identified 23 selection signatures unique to HKD (P < 0.05), and following database search found 20 traits that were associated with those selection signatures; among these traits, coat color traits, face and body markings, showed the highest important value (0.50 and 0.46). Enrichment analysis of genes in the selection signatures identified six gene ontology terms (P < 0.05), and a term related to innate immunity (regulation of defense response; GO:0031347) showed the highest positive fold enrichment value (7.13). These results provide the first scientific evidence of a genetic basis for the traits of HKD.
© 2023 Japanese Society of Animal Science.
Publication Date: 2023-11-20 PubMed ID: 37983921DOI: 10.1111/asj.13884Google Scholar: Lookup
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Summary
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The article describes a study into the genetic basis of Hokkaido Native Horses’ unique traits such as their solid coat color and strong immunity. The researchers identified unique DNA regions associated with these traits, providing scientific evidence for the distinctive characteristics of this breed.
Objective and Methodology
- The purpose of this study was to investigate whether the unique HKD traits, like a solid-color coat and strong innate immunity, are determined at the DNA level.
- 58 HKD individuals were examined using genome-wide single nucleotide polymorphism genotypes. The research aimed to identify fixed DNA regions, known as selection signatures, unique to the HKD breed.
- The researchers used principal component analysis and cluster analysis to compare between different breeds, and even within the HKD breed. The resulting data indicated that the HKD breed is genetically independent.
Results and Findings
- Tajima’s D analysis and runs of homozygosity tests identified 23 selection signatures unique to the HKD breed.
- Database search connecting these selection signatures with various traits revealed that 20 traits were associated with these signatures. Among these, the traits related to coat color, face, and body markings were ranked as the most important.
- Further analysis of the genes within these selection signatures identified six gene ontology terms (collections of standardized gene attributes), and one term related to innate immunity showed the highest positive fold enrichment value (7.13).
Conclusion
- In summary, the research offers the first scientific evidence substantiating the genetic basis for the unique characteristics of the Hokkaido native horse breed, particularly its solid-colored coat and robust immune response.
Cite This Article
APA
Amano T, Yokawa H, Masuda Y, Tozaki T, Kawai M, Shirai K.
(2023).
Genome-wide search reveals the uniqueness of DNA regions associated with coat color and innate immunity in Hokkaido Native Horse.
Anim Sci J, 94(1), e13884.
https://doi.org/10.1111/asj.13884 Publication
Researcher Affiliations
- Laboratory of Animal Genetics, Department of Sustainable Agriculture, College of Agriculture, Food and Environment Sciences, Rakuno Gakuen University, Hokkaido, Japan.
- Laboratory of Animal Genetics, Graduate School of Dairy Science, Rakuno Gakuen University, Hokkaido, Japan.
- Laboratory of Animal Breeding, Department of Sustainable Agriculture, College of Agriculture, Food and Environment Sciences, Rakuno Gakuen University, Hokkaido, Japan.
- Genetic Analysis Department, Laboratory of Racing Chemistry, Tochigi, Japan.
- Field Science Center for Northern Biosphere, Hokkaido University, Hokkaido, Japan.
- Hokkaido Native Horse Conservation Association, Hokkaido, Japan.
MeSH Terms
- Humans
- Horses / genetics
- Animals
- Genome
- Genotype
- Homozygote
- DNA
- Immunity, Innate / genetics
- Polymorphism, Single Nucleotide / genetics
- Selection, Genetic
References
This article includes 39 references
- Amano T, Onogi A, Yamada F, Kawai M, Shirai K, Ueda J. Genome-wide association mapping and examination of possible maternal effect for the pace trait of horses. Animal Genetics 49(5), 461-463.
- Andersson LS, Larhammar M, Memic F, Wootz H, Schwochow D, Rubin CJ, Patra K, Arnason T, Wellbring L, Hjälm G, Imsland F, Petersen JL, McCue ME, Mickelson JR, Cothran G, Ahituv N, Roepstorff L, Mikko S, Vallstedt A, Kullander K. Mutations in DMRT3 affect locomotion in horses and spinal circuit function in mice. Nature 488(7413), 642-646.
- Anello M, Daverio MS, Silbestro MB, Vidal-Rioja L, Di Rocco F. Characterization and expression analysis of KIT and MITF-M genes in llamas and their relation to white coat color. Animal Genetics 50(2), 143-149.
- Barsh GS. The genetics of pigmentation: From fancy genes to complex traits. Trends in Genetics 12(8), 299-305.
- Brenig B, Beck J, Floren C, Bornemann-Kolatzki K, Wiedemann I, Hennecke S, Swalve H, Schütz E. Molecular genetics of coat colour variations in white Galloway and white Park cattle. Animal Genetics 44(4), 450-453.
- Ceballos FC, Hazelhurst S, Ramsay M. Assessing runs of homozygosity: A comparison of SNP Array and whole genome sequence low coverage data. BMC Genomics 19(1), 106.
- Chang CC, Chow CC, Tellier LC, Vattikuti S, Purcell SM, Lee JJ. Second-generation PLINK: Rising to the challenge of larger and richer datasets. Gigascience 4, 7.
- . Global plan of action for animal genetic resources and the Interlaken declaration. .
- . Coping with climate change - the roles of genetic resources for food and agriculture. .
- . Framework for action on biodiversity for food and agriculture. .
- Eberth JE, Graves KT, MacLeod JN, Bailey E. Multiple alleles of ACAN associated with chondrodysplastic dwarfism in miniature horses. Animal Genetics 49(5), 413-420.
- Gouveia JJS, da Silva MV, Paiva SR, de Oliveira SM. Identification of selection signatures in livestock species. Genetics and Molecular Biology 37(2), 330-342.
- Grichnik JM. Kit and melanocyte migration. Journal of Investigative Dermatology 126(5), 945-947.
- Grilz-Seger G, Druml T, Neuditschko M, Mesaric M, Cotman M, Brem G. Analysis of ROH patterns in the Noriker horse breed reveals signatures of selection for coat color and body size. Animal Genetics 50(4), 334-346.
- Haase B, Signer-Hasler H, Binns MM, Obexer-Ruff G, Hauswirth R, Bellone RR, Burger D, Rieder S, Wade CM, Leeb T. Accumulating mutations in series of haplotypes at the KIT and MITF loci are major determinants of white markings in Franches-Montagnes horses. PLoS ONE 8(9), e75071.
- Hachinohe Y. Problems of preservation of Hokkaido native horses. Report of the Hokkaido Branch Japanese Society of Zootechnical Science 24(2), 19-26.
- Hertveldt V, Louryan S, van Reeth T, Dreze P, van Vooren P, Szpirer J, Szpirer C. The development of several organs and appendages is impaired in mice lacking Sp6. Developmental Dynamics 237(4), 883-892.
- Hu S, Chen Y, Zhao B, Yang N, Chen S, Shen J, Bao G, Wu X. KIT is involved in melanocyte proliferation, apoptosis and melanogenesis in the Rex rabbit. PeerJ 8, e9402.
- Makvandi-Nejad S, Hoffman GE, Allen JJ, Chu E, Gu E, Chandler AM, Loredo AI, Bellone RR, Mezey JG, Brooks SA, Sutter NB. Four loci explain 83% of size variation in the horse. PLoS ONE 7(7), e39929.
- Matsuura T. Viewing the history of Hokkaido horse breeding from historical and statistical perspectives, 1868-1975. The Annual Journal of Graduate School of Economics in Hokkai-Gakuen University 22, 39-76.
- Meyermans R, Gorssen W, Buys N, Janssens S. How to study runs of homozygosity using PLINK? A guide for analyzing medium density SNP data in livestock and pet species. BMC Genomics 21(1), 94.
- Motulsky HJ, Brown RE. Detecting outliers when fitting data with nonlinear regression-A new method based on robust nonlinear regression and the false discovery rate. BMC Bioinformatics 7, 123.
- Negro S, Imsland F, Valera M, Molina A, Sole M, Andersson L. Association analysis of KIT, MITF, and PAX3 variants with white markings in Spanish horses. Animal Genetics 48(3), 349-352.
- Nozawa K, Shotake T, Ito S, Kawamoto Y. Phylogenetic relationships among Japanese native and alien horses estimated by protein polymorphisms. Journal of Equine Science 9(2), 53-69.
- Onogi A, Shirai K, Amano T. Investigation of genetic diversity and inbreeding in a Japanese native horse breed for suggestions on its conservation. Animal Science Journal 88(12), 1902-1910.
- Patterson Rosa L, Martin K, Vierra M, Lundquist E, Foster G, Brooks SA, Lafayette C. A KIT variant associated with increased white spotting epistatic to MC1R genotype in horses (Equus caballus). Animals (Basel) 12(15), 1958.
- Peripolli E, Munari DP, Silva M, Lima ALF, Irgang R, Baldi F. Runs of homozygosity: Current knowledge and applications in livestock. Animal Genetics 48(3), 255-271.
- Petersen JL, Mickelson JR, Cothran EG, Andersson LS, Axelsson J, Bailey E, Bannasch D, Binns MM, Borges AS, Brama P, da Câmara Machado A, Distl O, Felicetti M, Fox-Clipsham L, Graves KT, Guérin G, Haase B, Hasegawa T, Hemmann K, McCue ME. Genetic diversity in the modern horse illustrated from genome-wide SNP data. PLoS ONE 8(1), e54997.
- Petersen JL, Mickelson JR, Rendahl AK, Valberg SJ, Andersson LS, Axelsson J, Bailey E, Bannasch D, Binns MM, Borges AS, Brama P, da Câmara Machado A, Capomaccio S, Cappelli K, Cothran EG, Distl O, Fox-Clipsham L, Graves KT, Guérin G, McCue ME. Genome-wide analysis reveals selection for important traits in domestic horse breeds. PLoS Genetics 9(1), e1003211.
- Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, Sham PC. PLINK: A tool set for whole-genome association and population-based linkage analyses. American Journal of Human Genetics 81(3), 559-575.
- Qanbari S, Simianer H. Mapping signatures of positive selection in the genome of livestock. Livestock Science 166, 133-143.
- Raj A, Stephens M, Pritchard JK. fastSTRUCTURE: Variational inference of population structure in large SNP data sets. Genetics 197(2), 573-589.
- Rajawat D, Panigrahi M, Kumar H, Nayak SS, Parida S, Bhushan B, Gaur GK, Dutt T, Mishra BP. Identification of important genomic footprints using eight different selection signature statistics in domestic cattle breeds. Gene 816, 146165.
- Santos WB, Schettini GP, Maiorano AM, Bussiman FO, Balieiro JCC, Ferraz GC, Pereira GL, Baldassini WA, Neto ORM, Oliveira HN, Curi RA. Genome-wide scans for signatures of selection in Mangalarga Marchador horses using high-throughput SNP genotyping. BMC Genomics 22(1), 737.
- Sun G, Liang X, Qin K, Qin Y, Shi X, Cong P, Mo D, Liu X, Chen Y, He Z. Functional analysis of KIT gene structural mutations causing the porcine dominant white phenotype using genome edited mouse models. Frontiers in Genetics 11, 138.
- Tajima F. Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. Genetics 123(3), 585-595.
- Thomer A, Gottschalk M, Christmann A, Naccache F, Jung K, Hewicker-Trautwein M, Distl O, Metzger J. An epistatic effect of KRT25 on SP6 is involved in curly coat in horses. Scientific Reports 8(1), 6374.
- Tozaki T, Kikuchi M, Kakoi H, Hirota K, Nagata S, Yamashita D, Ohnuma T, Takasu M, Kobayashi I, Hobo S, Manglai D, Petersen JL. Genetic diversity and relationships among native Japanese horse breeds, the Japanese thoroughbred and horses outside of Japan using genome-wide SNP data. Animal Genetics 50(5), 449-459.
- Xia X, Zhang S, Zhang H, Zhang Z, Chen N, Li Z, Sun H, Liu X, Lyu S, Wang X, Li Z, Yang P, Xu J, Ding X, Shi Q, Wang E, Ru B, Xu Z, Lei C, Huang Y. Assessing genomic diversity and signatures of selection in Jiaxian red cattle using whole-genome sequencing data. BMC Genomics 22(1), 43.
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