Population genomics provide insight into ancestral relationships and diversity of the feral horses of Theodore Roosevelt National Park.
Abstract: Theodore Roosevelt National Park (TRNP) manages a herd of feral horses () which was present on the landscape prior to the establishment of the park. The population presents a unique scenario in that it has experienced fairly intensive and well-documented management since the park's establishment, including herd size reductions, intentional introduction of diversity, and subsequent attempts to remove introduced lineages. This provides an interesting case study on the genetic effects of diverse evolutionary forces on an isolated feral population. To explore the effects of these forces and clarify the relationship of this feral herd with other horses, we used genome-wide markers to examine the population structure of a combined dataset containing common established breeds. Using the Illumina Equine 70k BeadChip, we sampled SNPs across the genome for 118 TRNP horses and evaluated the inbreeding coefficient and runs of homozygosity (RoH). To identify breed relationships, we compared 23 representative TRNP samples with 792 horses from 35 different breeds using genomic population structure analyses. Mean of TRNP horses was 0.180, while the mean for all other breeds in the dataset was 0.116 (SD 0.079). RoH analysis indicates that the TRNP population has experienced recent inbreeding in a timeframe consistent with their management. With Bayesian clustering, PCA, and maximum likelihood phylogeny, TRNP horses show genetic differentiation from other breeds, likely due to isolation, historical population bottlenecks, and genetic drift. However, maximum likelihood phylogeny places them with moderate confidence (76.8%) among draft breeds, which is consistent with the known history of breeds used on early North Dakota ranches and stallions subsequently introduced to the park herd. These findings will help resolve speculation about the origins of the herd and inform management decisions for the TRNP herd.
© 2024 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd.
Publication Date: 2024-04-01 PubMed ID: 38571790PubMed Central: PMC10985374DOI: 10.1002/ece3.11197Google Scholar: Lookup
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Summary
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The research article investigates the genetic relationships and diversity of wild horses in Theodore Roosevelt National Park using population genomics, providing insight into their ancestral ties and how management practices have influenced their genetic composition.
Introduction and Background
- The research was conducted on the feral horses of Theodore Roosevelt National Park (TRNP), which have been there since before the foundation of the park. These horses provide a unique case study due to the intensive and documented management they’ve had since the park’s establishment.
- The management practices include reductions in herd size, intentional insertion of diversity, and later efforts to remove certain lineages introduced.
- The article explores both the effects of these management practices and the genetic ramifications of a range of evolutionary forces on this isolated wild horse population.
Methodology
- The researchers used genome-wide markers to study the population structure of the horses. These markers included a dataset of common, established breeds for comparison.
- A total of 118 TRNP horses were examined using the Illumina Equine 70k BeadChip, which samples SNPs (single nucleotide polymorphisms) across the genome.
- The team evaluated the inbreeding coefficient and checked for runs of homozygosity (RoH) to determine if inbreeding had occurred in recent times.
- For a detailed breed comparison, 23 representative TRNP samples were compared with 792 horses from 35 different breeds using genomic population structure analyses.
Findings
- The average inbreeding coefficient of the TRNP horses was found to be 0.180, whereas the mean for all other breeds in the dataset was lower at 0.116. This suggested the occurrence of inbreeding among the TRNP horses.
- RoH analysis further supported this indication of recent inbreeding, with the timeframe aligning with the history of the park’s management.
- Through the use of Bayesian clustering, PCA, and maximum likelihood phylogeny, the TRNP horses displayed genetic differentiation from other breeds because of isolation, previous population bottlenecks, and genetic drift effects.
- However, these analyses placed the TRNP horses, with a moderate level of confidence (76.8%), among draft breeds. This aligns with the known history of breeds that were on early ranches in North Dakota and stallions that were later introduced into the park’s herd.
Conclusion
- The research study’s findings contribute valuable information on the origins of the TRNP horses.
- The data collected can help inform and guide future management decisions regarding the feral herd in the park.
Cite This Article
APA
Thompson MA, McCann BE, Rhen T, Simmons R.
(2024).
Population genomics provide insight into ancestral relationships and diversity of the feral horses of Theodore Roosevelt National Park.
Ecol Evol, 14(4), e11197.
https://doi.org/10.1002/ece3.11197 Publication
Researcher Affiliations
- Department of Biology University of North Dakota Grand Forks North Dakota USA.
- Theodore Roosevelt National Park National Park Service Medora North Dakota USA.
- Theodore Roosevelt National Park National Park Service Medora North Dakota USA.
- Department of Biology University of North Dakota Grand Forks North Dakota USA.
- Department of Biology University of North Dakota Grand Forks North Dakota USA.
Conflict of Interest Statement
The authors declare no conflict of interest.
References
This article includes 45 references
- Alexander DH, Novembre J, Lange K. Fast model‐based estimation of ancestry in unrelated individuals. Genome Research 19, 1655–1664.
- Battell J. The Morgan horse and register. .
- Bertrand AR, Kadri NK, Flori L, Gautier M, Druet T. RZooRoH: An R package to characterize individual genomic autozygosity and identify homozygous‐by‐descent segments. Methods in Ecology and Evolution 10, 860–866.
- Ceballos FC, Joshi PK, Clark DW, Ramsay M, Wilson JF. Runs of homozygosity: Windows into population history and trait architecture. Nature Reviews Genetics 19, 220–234.
- Conant EK, Juras R, Cothran EG. A microsatellite analysis of five colonial Spanish horse populations of the southeastern United States. Animal Genetics 43, 53–62.
- Cosgrove EJ, Sadeghi R, Schlamp F, Holl HM, Moradi-Shahrbabak M, Miraei-Ashtiani SR, Abdalla S, Shykind B, Troedsson M, Stefaniuk-Szmukier M, Prabhu A, Bucca S, Bugno-Poniewierska M, Wallner B, Malek J, Miller DC, Clark AG, Antczak DF, Brooks SA. Genome diversity and the origin of the Arabian horse. Scientific Reports 10(1).
- Cothran EG. Genetic marker analysis of the Theodore Roosevelt, National Park Feral Horse Herd. .
- Cothran EG. Analysis of genetic variation in the feral horse herd of the Theodore Roosevelt National Park in 2000. .
- Crawford LF. History of North Dakota. .
- Felkel S, Vogl C, Rigler D, Jagannathan V, Leeb T, Fries R, Neuditschko M, Rieder S, Velie B, Lindgren G, Rubin CJ, Schlötterer C, Rattei T, Brem G, Wallner B. Asian horses deepen the MSY phylogeny. Animal Genetics 49, 90–93.
- nFlorida Cracker Horse Association [WWW Document]n. (2022). https://floridacrackerhorseassociation.com/about‐us/n
- Funk SM, Guedaoura S, Juras R, Raziq A, Landolsi F, Luís C, Martínez AM, Musa Mayaki A, Mujica F, Oom M d M, Ouragh L, Stranger YM, Vega-Pla JL, Cothran EG. Major inconsistencies of inferred population genetic structure estimated in a large set of domestic horse breeds using microsatellites. Ecology and Evolution 10, 4261–4279.
- Gurgul A, Jasielczuk I, Semik-Gurgul E, Pawlina-Tyszko K, Stefaniuk-Szmukier M, Szmatoła T, Polak G, Tomczyk-Wrona I, Bugno-Poniewierska M. A genome‐wide scan for diversifying selection signatures in selected horse breeds. PLoS One 14(1), e0210751.
- Harmon D. At the open margin: The NPS's administration of Theodore Roosevelt National Park. .
- Hendricks BL. International encyclopedia of horse breeds. .
- Huidekoper AC. My experience and investment in the bad lands of Dakota and some of the men I met there. .
- Khanshour A, Conant E, Juras R, Cothran EG. Microsatellite analysis of genetic diversity and population structure of Arabian horse populations. The Journal of Heredity 104, 386–398.
- Lacy RC, Pollak JP. Vortex: A stochastic simulation of the extinction process. .
- Lavanchy E, Goudet J. Effect of reduced genomic representation on using runs of homozygosity for inbreeding characterization. Molecular Ecology Resources 23, 787–802.
- Lewis PO. NCL: A C++ class library for interpreting data files in NEXUS format. Bioinformatics 19, 2330–2331.
- Li G, Figueiro HV, Eizirik E, Murphy WJ. Recombination‐aware phylogenomics reveals the structured genomic landscape of hybridizing cat species. Molecular Biology and Evolution 36, 2111–2126.
- Mannen H, Yonezawa T, Murata K, Noda A, Kawaguchi F, Sasazaki S, Olivieri A, Achilli A, Torroni A. Cattle mitogenome variation reveals a post‐glacial expansion of haplogroup P and an early incorporation into northeast Asian domestic herds. Scientific Reports 10, 20842.
- Marlow CB, Gagnon LC, Irby LR, Raven MR. Feral horse distribution, habitat use and population dynamics in Theodore Roosevelt National Park. .
- McLaughlin C. The history and status of the wild horses of Theodore Roosevelt National Park. .
- McVean G. A genealogical interpretation of principal components analysis. PLoS Genetics 5, e1000686.
- Miller MA, Pfeiffer W, Schwartz T. Creating the CIPRES Science Gateway for inference of large phylogenetic trees. 2010 Gateway Computing Environments Workshop (GCE) .
- National Park Service. Environmental assessment: Proposed feral horse reduction. .
- National Research Council. Using science to improve the BLM wild horse and burro program: A way forward. .
- Orlando L. Ancient genomes reveal unexpected horse domestication and management dynamics. BioEssays 42, e1900164.
- Ortiz EM. vcf2phylip v2.0: Convert a VCF matrix into several matrix formats for phylogenetic analysis. .
- Ovchinnikov IV, Dahms T, Herauf B, McCann B, Juras R, Castaneda C, Cothran EG. Genetic diversity and origin of the feral horses in Theodore Roosevelt National Park. PLoS One 13, e0200795.
- Peripolli E, Munari DP, Silva MVGB, Lima ALF, Irgang R, Baldi F. Runs of homozygosity: Current knowledge and applications in livestock. Animal Genetics 48, 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, 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, e1003211.
- Quan J, Cai Y, Yang T, Ge Q, Jiao T, Zhao S. Phylogeny and conservation priority assessment of Asian domestic chicken genetic resources. Global Ecology and Conservation 22, e00944.
- Rout PK, Joshi MB, Mandal A, Laloe D, Singh L, Thangaraj K. Microsatellite‐based phylogeny of Indian domestic goats. BMC Genetics 9, 1–11.
- Schierup MH, Hein J. Consequences of recombination on traditional phylogenetic analysis. Genetics 156, 879–891.
- Sponenberg P. Sponenberg evaluation of Roosevelt National Park horses. .
- Stamatakis A. RAxML version 8: A tool for phylogenetic analysis and post‐analysis of large phylogenies. Bioinformatics 30, 1312–1313.
- Sun T, Huang G, Sun J, Wang Z, Teng S, Cao Y, Hanif Q, Chen N, Lei C, Liao Y. Mitogenome diversity and maternal origins of Guangxi Buffalo breeds. Animals 10, 547.
- Thompson JD, Higgins DG, Gibson TJ. CLUSTAL W: Improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position‐specific gap penalties and weight matrix choice. Nucleic Acids Research 22, 4673–4680.
- Tollett CM. Genomic diversity and origins of the feral horses (Equus ferus caballus) of Sable Island and the Alberta foothills. .
- Vilà C, Leonard JA, Götherström A, Marklund S, Sandberg K, Lidén K, Wayne RK, Ellegren H. Widespread origins of domestic horse lineages. Science 291, 474–477.
- Vonholdt BM, Pollinger JP, Lohmueller KE, Han E, Parker HG, Quignon P, Degenhardt JD, Boyko AR, Earl DA, Auton A, Reynolds A, Bryc K, Brisbin A, Knowles JC, Mosher DS, Spady TC, Elkahloun A, Geffen E, Pilot M, Wayne RK. Genome‐wide SNP and haplotype analyses reveal a rich history underlying dog domestication. Nature 464, 898–902.
- Wade CM, Giulotto E, Sigurdsson S, Zoli M, Gnerre S, Imsland F, Lear TL, Adelson DL, Bailey E, Bellone RR, Blöcker H, Distl O, Edgar RC, Garber M, Leeb T, Mauceli E, MacLeod JN, Penedo MCT, Raison JM, Lindblad-Toh K. Genome sequence, comparative analysis, and population genetics of the domestic horse. Science 326(5954), 865–867.
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