Genomic Insights into Post-Domestication Expansion and Selection of Body Size in Ponies.
Abstract: Horse domestication revolutionizes human civilization by transforming transportation, agriculture, and warfare patterns. Despite extensive studies on modern domestic horse origins, the intricate demographic history and genetic signatures underlying pony size remain unexplored. Here, a high-quality genome assembly of the Chinese Debao pony is presented, and 452 qualified individuals from 64 horse breeds worldwide are extensively analyzed. The authors' results reveal the conservation of ancient components in East Asian horses and close relationships between Asian horses and Western pony lineages. Genetic analyses suggest an Asian paternal origin for European pony breeds. These pony-sized horses share close genetic affinities, potentially attributed to their early expansion and adaptation to local environments. In addition, promising cis-regulatory elements influencing horse withers height by regulating genes such as RFLNA and FOXO1 are identified. Overall, this study provides insightful perspectives on the dispersal history and genetic determinants underlying body size in ponies, offering broader implications for horse population management and improvement.
© 2025 The Author(s). Advanced Science published by Wiley‐VCH GmbH.
Publication Date: 2025-02-26 PubMed ID: 40009528PubMed Central: PMC12021115DOI: 10.1002/advs.202413023Google Scholar: Lookup
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Summary
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This study presents a thorough examination of the genetic history of pony size, revealing connections between Asian and Western pony breeds and identifying potential genetic elements influencing pony body size.
Overview of the Study
- The researchers created a high-quality genome assembly from the Chinese Debao pony, and thoroughly analyzed the genomes of 452 individual horses from 64 different breeds worldwide.
- Previous studies have explored the origins of domestic horses, but little research has explored the genetic history and demographic factors underlying the size of ponies.
- This study aimed to fill in these gaps in our knowledge and provide insight into the genetic determinants that influence the body size of ponies.
Key Findings
- The researchers found that ancient genetic components are conserved in East Asian horses, and that there are close genetic relationships between Asian horses and Western pony breeds.
- The authors suggest an Asian paternal origin for European pony breeds, indicating a shared ancestry and potential migration paths.
- It was identified that these smaller-sized horses share a close genetic affinity which can possibly be attributed to their early expansion and adaptation to various local environments.
Identification of Regulatory Elements
- In addition to these findings, the researchers also identified promising cis-regulatory elements that might influence the size of horses.
- These elements accomplish this by regulating the expression of certain genes, including RFLNA and FOXO1, which have been associated with size regulation in various organisms.
Implications of the Study
- The findings of this study have broader implications for the management and improvement of horse populations.
- A deeper understanding of the genetic determinants of body size in ponies could aid in breeding programs and the preservation of various pony breeds.
- This research could also lead to better understanding of horse domestication and regional adaptations.
Cite This Article
APA
Li X, Wang Z, Zhu M, Wang B, Teng S, Yan J, Wang H, Yuan P, Cao S, Qu X, Wang Z, Zhan K, Choudhury MP, Yang X, Bao Q, He S, Liu L, Zhao P, Jiang J, Xiang H, Fang L, Tang Z, Liao Y, Yi G.
(2025).
Genomic Insights into Post-Domestication Expansion and Selection of Body Size in Ponies.
Adv Sci (Weinh), 12(16), e2413023.
https://doi.org/10.1002/advs.202413023 Publication
Researcher Affiliations
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Animal Husbandry Research Institute, Guangxi Vocational University of Agriculture, Nanning, 530002, China.
- Animal Husbandry Research Institute, Guangxi Vocational University of Agriculture, Nanning, 530002, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Animal Husbandry Research Institute, Guangxi Vocational University of Agriculture, Nanning, 530002, China.
- Animal Husbandry Research Institute, Guangxi Vocational University of Agriculture, Nanning, 530002, China.
- Nanning Capitano Equestrian Club Co., Ltd, Nanning, 530000, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Animal Husbandry Research Institute, Guangxi Vocational University of Agriculture, Nanning, 530002, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Anhui Provincial Key Laboratory of Livestock and Poultry Product Safety, Institute of Animal Husbandry and Veterinary Medicine, Anhui Academy of Agricultural Sciences, Hefei, 230031, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Hainan Institute, Zhejiang University, Yongyou Industry Park, Yazhou Bay Sci-Tech City, Sanya, 572000, China.
- Department of Animal Science, North Carolina State University, Raleigh, NC, 27695, USA.
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, School of Life Science and Engineering, Foshan University, Foshan, 528225, China.
- Center for Quantitative Genetics and Genomics, Aarhus University, Aarhus, 8000, Denmark.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Kunpeng Institute of Modern Agriculture at Foshan, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Foshan, 528226, China.
- Guangxi Veterinary Research Institute, Nanning, 530001, China.
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of MARA, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, 518124, China.
- Kunpeng Institute of Modern Agriculture at Foshan, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Foshan, 528226, China.
- Bama Yao Autonomous County Rural Revitalization Research Institute, Bama, 547500, China.
MeSH Terms
- Horses / genetics
- Animals
- Body Size / genetics
- Domestication
- Genomics / methods
- Genome / genetics
- Breeding
Grant Funding
- AA17204024 / Guangxi Special Project for Innovation-Driven Development
- CAAS-ASTIP / Agricultural Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences
- AB23026156 / Guangxi Key Research and Development Program
- XM2402 / Program of Anhui Provincial Key Laboratory of Livestock and Poultry Product Safety
Conflict of Interest Statement
The authors declare no conflict of interest.
References
This article includes 109 references
- Librado P., Khan N., Fages A., Kusliy M. A., Suchan T., Tonasso‐Calviere L., Schiavinato S., Alioglu D., Fromentier A., Perdereau A., Aury J. M., Gaunitz C., Chauvey L., Seguin‐Orlando A., Der Sarkissian C., Southon J., Shapiro B., Tishkin A. A., Kovalev A. A., Alquraishi S., Alfarhan A. H., Al‐Rasheid K. A. S., Seregely T., Klassen L., Iversen R., Bignon‐Lau O., Bodu P., Olive M., Castel J. C., Boudadi‐Maligne M., et al., Nature 2021, 598, 634.
- Taylor W. T. T., Librado P., American Horse C. J., Shield Chief Gover C., Arterberry J., Afraid of Bear‐Cook A. L., Left Heron H., Yellow Hair R. M., Gonzalez M., Means B., High Crane S., Yellow Bull W. W., Dull Knife B., Afraid of Bear A., Tecumseh Collin C., Ward C., Pasqual T. A., Chauvey L., Tonasso‐Calviere L., Schiavinato S., Seguin‐Orlando A., Fages A., Khan N., Der Sarkissian C., Liu X., Wagner S., Leonard B. G., Manzano B. L., O'Malley N., Leonard J. A., et al., Science 2023, 379, 1316.
- Rawson J., Huan L., Taylor W. T. T., J. World Prehist. 2021, 34, 489.
- Fages A., Hanghoj K., Khan N., Gaunitz C., Seguin‐Orlando A., Leonardi M., McCrory Constantz C., Gamba C., Al‐Rasheid K. A. S., Albizuri S., Alfarhan A. H., Allentoft M., Alquraishi S., Anthony D., Baimukhanov N., Barrett J. H., Bayarsaikhan J., Benecke N., Bernaldez‐Sanchez E., Berrocal‐Rangel L., Biglari F., Boessenkool S., Boldgiv B., Brem G., Brown D., Burger J., Crubezy E., Daugnora L., Davoudi H., de Barros Damgaard P., et al., Cell 2019, 177, 1419.
- Brinkmann L., Riek A., Gerken M., Animal 2018, 12, 88.
- Edwards E. H., The Horse Encyclopedia, Penguin Random House, London, UK: 2016.
- Chang H., Han G., Mao Y., Bai D., Dugarjaviin M., Sun W., Animal Genetic Resources in China‐Horses, Donkeys, and Camels, China Agricultural Press, Beijing, 2011.
- Metzger J., Rau J., Naccache F., Bas Conn L., Lindgren G., Distl O., BMC Genomics 2018, 19, 492.
- Gurgul A., Jasielczuk I., Semik‐Gurgul E., Pawlina‐Tyszko K., Stefaniuk‐Szmukier M., Szmatola T., Polak G., Tomczyk‐Wrona I., Bugno‐Poniewierska M., PLoS One 2019, 14, e0210751.
- Asadollahpour Nanaei H., Esmailizadeh A., Ayatollahi Mehrgardi A., Han J., Wu D. D., Li Y., Zhang Y. P., BMC Genomics 2020, 21, 496.
- Liu X., Zhang Y., Liu W., Li Y., Pan J., Pu Y., Han J., Orlando L., Ma Y., Jiang L., Curr. Biol. 2022, 32, 480.
- Makvandi‐Nejad S., Hoffman G. E., Allen J. J., Chu E., Gu E., Chandler A. M., Loredo A. I., Bellone R. R., Mezey J. G., Brooks S. A., Sutter N. B., PLoS One 2012, 7, e39929.
- Gu J., Li S., Zhu B., Liang Q., Chen B., Tang X., Chen C., Wu D. D., Li Y., Mol. Ecol. Resour. 2023, 23, 1656.
- Gaunitz C., Fages A., Hanghoj K., Albrechtsen A., Khan N., Schubert M., Seguin‐Orlando A., Owens I. J., Felkel S., Bignon‐Lau O., de Barros Damgaard P., Mittnik A., Mohaseb A. F., Davoudi H., Alquraishi S., Alfarhan A. H., Al‐Rasheid K. A. S., Crubezy E., Benecke N., Olsen S., Brown D., Anthony D., Massy K., Pitulko V., Kasparov A., Brem G., Hofreiter M., Mukhtarova G., Baimukhanov N., Lougas L., et al., Science 2018, 360, 111.
- Warmuth V., Eriksson A., Bower M. A., Barker G., Barrett E., Hanks B. K., Li S., Lomitashvili D., Ochir‐Goryaeva M., Sizonov G. V., Soyonov V., Manica A., Proc. Natl. Acad. Sci. U. S. A. 2012, 109, 8202.
- Guimaraes S., Arbuckle B. S., Peters J., Adcock S. E., Buitenhuis H., Chazin H., Manaseryan N., Uerpmann H. P., Grange T., Geigl E. M., Sci. Adv. 2020, 6, eabb0030.
- Librado P., Tressieres G., Chauvey L., Fages A., Khan N., Schiavinato S., Calviere‐Tonasso L., Kusliy M. A., Gaunitz C., Liu X., Wagner S., Der Sarkissian C., Seguin‐Orlando A., Perdereau A., Aury J. M., Southon J., Shapiro B., Bouchez O., Donnadieu C., Collin Y. R. H., Gregersen K. M., Jessen M. D., Christensen K., Claudi‐Hansen L., Pruvost M., Pucher E., Vulic H., Novak M., Rimpf A., Turk P., et al., Nature 2024, 631, 819.
- Kalbfleisch T. S., Rice E. S., DePriest M. S. Jr., Walenz B. P., Hestand M. S., Vermeesch J. R., BL O. C., Fiddes I. T., Vershinina A. O., Saremi N. F., Petersen J. L., Finno C. J., Bellone R. R., McCue M. E., Brooks S. A., Bailey E., Orlando L., Green R. E., Miller D. C., Antczak D. F., MacLeod J. N., Commun. Biol. 2018, 1, 197.
- Ko B. J., Lee C., Kim J., Rhie A., Yoo D. A., Howe K., Wood J., Cho S., Brown S., Formenti G., Jarvis E. D., Kim H., Genome Biol. 2022, 23, 205.
- Gong Y., Li Y., Liu X., Ma Y., Jiang L., J. Anim. Sci. Biotechnol. 2023, 14, 73.
- Clutton‐Brock J., Horse Power: A History of the Horse and the Donkey in Human Societies, Natural History Museum Publications, London, UK: 1992.
- Johns C., Horses: History, Myth, Art, Harvard University Press, Cambridge, MA: 2006.
- Haak W., Lazaridis I., Patterson N., Rohland N., Mallick S., Llamas B., Brandt G., Nordenfelt S., Harney E., Stewardson K., Fu Q., Mittnik A., Banffy E., Economou C., Francken M., Friederich S., Pena R. G., Hallgren F., Khartanovich V., Khokhlov A., Kunst M., Kuznetsov P., Meller H., Mochalov O., Moiseyev V., Nicklisch N., Pichler S. L., Risch R., Rojo Guerra M. A., Roth C., et al., Nature 2015, 522, 207.
- Case L. K., Teuscher C., Biol. Sex Differ. 2015, 6, 6.
- Liu S., Yang Y., Pan Q., Sun Y., Ma H., Liu Y., Wang M., Zhao C., Wu C., Front. Genet. 2020, 11, 467.
- Bozlak E., Radovic L., Remer V., Rigler D., Allen L., Brem G., Stalder G., Castaneda C., Cothran G., Raudsepp T., Okuda Y., Moe K. K., Moe H. H., Kounnavongsa B., Keonouchanh S., Van N. H., Vu V. H., Shah M. K., Nishibori M., Kazymbet P., Bakhtin M., Zhunushov A., Paul R. C., Dashnyam B., Nozawa K., Almarzook S., Brockmann G. A., Reissmann M., Antczak D. F., Miller D. C., et al., Sci. Rep. 2023, 13, 8954.
- Wutke S., Sandoval‐Castellanos E., Benecke N., Dohle H. J., Friederich S., Gonzalez J., Hofreiter M., Lougas L., Magnell O., Malaspinas A. S., Morales‐Muniz A., Orlando L., Reissmann M., Trinks A., Ludwig A., Sci. Adv. 2018, 4, eaap9691.
- Wallner B., Palmieri N., Vogl C., Rigler D., Bozlak E., Druml T., Jagannathan V., Leeb T., Fries R., Tetens J., Thaller G., Metzger J., Distl O., Lindgren G., Rubin C. J., Andersson L., Schaefer R., McCue M., Neuditschko M., Rieder S., Schlotterer C., Brem G., Curr. Biol. 2017, 27, 2029.
- Librado P., Gamba C., Gaunitz C., Der Sarkissian C., Pruvost M., Albrechtsen A., Fages A., Khan N., Schubert M., Jagannathan V., Serres‐Armero A., Kuderna L. F. K., Povolotskaya I. S., Seguin‐Orlando A., Lepetz S., Neuditschko M., Theves C., Alquraishi S., Alfarhan A. H., Al‐Rasheid K., Rieder S., Samashev Z., Francfort H. P., Benecke N., Hofreiter M., Ludwig A., Keyser C., Marques‐Bonet T., Ludes B., Crubezy E., et al., Science 2017, 356, 442.
- Librado P., Der Sarkissian C., Ermini L., Schubert M., Jonsson H., Albrechtsen A., Fumagalli M., Yang M. A., Gamba C., Seguin‐Orlando A., Mortensen C. D., Petersen B., Hoover C. A., Lorente‐Galdos B., Nedoluzhko A., Boulygina E., Tsygankova S., Neuditschko M., Jagannathan V., Theves C., Alfarhan A. H., Alquraishi S. A., Al‐Rasheid K. A., Sicheritz‐Ponten T., Popov R., Grigoriev S., Alekseev A. N., Rubin E. M., McCue M., Rieder S., et al., Proc. Natl. Acad. Sci. U. S. A. 2015, 112, E6889.
- Drews R., Early Riders: The Beginnings of Mounted Warfare in Asia and Europe, Routledge, Oxfordshire, UK: 2004.
- Kuitems M., Wallace B. L., Lindsay C., Scifo A., Doeve P., Jenkins K., Lindauer S., Erdil P., Ledger P. M., Forbes V., Vermeeren C., Friedrich R., Dee M. W., Nature 2022, 601, 388.
- Ma H., Wang S., Zeng G., Guo J., Guo M., Dong X., Hua G., Liu Y., Wang M., Ling Y., Ding X., Zhao C., Wu C., Genes 2019, 10, 241.
- Shimizu H., Watanabe S., Kinoshita A., Mishima H., Nishimura G., Moriuchi H., Yoshiura K. I., Dateki S., J. Hum. Genet. 2019, 64, 467.
- Wilhelm K., Happel K., Eelen G., Schoors S., Oellerich M. F., Lim R., Zimmermann B., Aspalter I. M., Franco C. A., Boettger T., Braun T., Fruttiger M., Rajewsky K., Keller C., Bruning J. C., Gerhardt H., Carmeliet P., Potente M., Nature 2016, 529, 216.
- Tachmazidou I., Suveges D., Min J. L., Ritchie G. R. S., Steinberg J., Walter K., Iotchkova V., Schwartzentruber J., Huang J., Memari Y., McCarthy S., Crawford A. A., Bombieri C., Cocca M., Farmaki A. E., Gaunt T. R., Jousilahti P., Kooijman M. N., Lehne B., Malerba G., Mannisto S., Matchan A., Medina‐Gomez C., Metrustry S. J., Nag A., Ntalla I., Paternoster L., Rayner N. W., Sala C., Scott W. R., et al., Am. J. Hum. Genet. 2017, 100, 865.
- Rhie A., McCarthy S. A., Fedrigo O., Damas J., Formenti G., Koren S., Uliano‐Silva M., Chow W., Fungtammasan A., Kim J., Lee C., Ko B. J., Chaisson M., Gedman G. L., Cantin L. J., Thibaud‐Nissen F., Haggerty L., Bista I., Smith M., Haase B., Mountcastle J., Winkler S., Paez S., Howard J., Vernes S. C., Lama T. M., Grutzner F., Warren W. C., Balakrishnan C. N., Burt D., et al., Nature 2021, 592, 737.
- Marcais G., Kingsford C., Bioinformatics 2011, 27, 764.
- Ranallo‐Benavidez T. R., Jaron K. S., Schatz M. C., Nat. Commun. 2020, 11, 1432.
- Chin C. S., Peluso P., Sedlazeck F. J., Nattestad M., Concepcion G. T., Clum A., Dunn C., O'Malley R., Figueroa‐Balderas R., Morales‐Cruz A., Cramer G. R., Delledonne M., Luo C., Ecker J. R., Cantu D., Rank D. R., Schatz M. C., Nat. Methods 2016, 13, 1050.
- Ruan J., Li H., Nat. Methods 2020, 17, 155.
- Koren S., Walenz B. P., Berlin K., Miller J. R., Bergman N. H., Phillippy A. M., Genome Res. 2017, 27, 722.
- Guan D., McCarthy S. A., Wood J., Howe K., Wang Y., Durbin R., Bioinformatics 2020, 36, 2896.
- Dudchenko O., Batra S. S., Omer A. D., Nyquist S. K., Hoeger M., Durand N. C., Shamim M. S., Machol I., Lander E. S., Aiden A. P., Aiden E. L., Science 2017, 356, 92.
- Chen S., iMeta 2023, 2, e107.
- Durand N. C., Robinson J. T., Shamim M. S., Machol I., Mesirov J. P., Lander E. S., Aiden E. L., Cell Syst. 2016, 3, 99.
- Jin J. J., Yu W. B., Yang J. B., Song Y., dePamphilis C. W., Yi T. S., Li D. Z., Genome Biol. 2020, 21, 241.
- Walker B. J., Abeel T., Shea T., Priest M., Abouelliel A., Sakthikumar S., Cuomo C. A., Zeng Q., Wortman J., Young S. K., Earl A. M., PLoS One 2014, 9, e112963.
- Manni M., Berkeley M. R., Seppey M., Simao F. A., Zdobnov E. M., Mol. Biol. Evol. 2021, 38, 4647.
- Rhie A., Walenz B. P., Koren S., Phillippy A. M., Genome Biol. 2020, 21, 245.
- Marcais G., Delcher A. L., Phillippy A. M., Coston R., Salzberg S. L., Zimin A., PLoS Comput. Biol. 2018, 14, e1005944.
- Gurevich A., Saveliev V., Vyahhi N., Tesler G., Bioinformatics 2013, 29, 1072.
- Bao W., Kojima K. K., Kohany O., Mobile DNA 2015, 6, 11.
- Flynn J. M., Hubley R., Goubert C., Rosen J., Clark A. G., Feschotte C., Smit A. F., Proc. Natl. Acad. Sci. U. S. A. 2020, 117, 9451.
- Benson G., Nucleic Acids Res. 1999, 27, 573.
- Bao Z., Eddy S. R., Genome Res. 2002, 12, 1269.
- Price A. L., Jones N. C., Pevzner P. A., Bioinformatics 2005, 21, i351.
- Ou S., Jiang N., Plant Physiol. 2018, 176, 1410.
- Bruna T., Hoff K. J., Lomsadze A., Stanke M., Borodovsky M., NAR: Genomics Bioinf. 2021, 3, lqaa108.
- Campbell M. S., Holt C., Moore B., Yandell M., Curr. Protoc. Bioinf. 2014, 48, 4.11.1.
- Kim D., Paggi J. M., Park C., Bennett C., Salzberg S. L., Nat. Biotechnol. 2019, 37, 907.
- Pertea M., Pertea G. M., Antonescu C. M., Chang T. C., Mendell J. T., Salzberg S. L., Nat. Biotechnol. 2015, 33, 290.
- Li H., Bioinformatics 2021, 37, 4572.
- Ter‐Hovhannisyan V., Lomsadze A., Chernoff Y. O., Borodovsky M., Genome Res. 2008, 18, 1979.
- Korf I., BMC Bioinformatics 2004, 5, 59.
- Stanke M., Diekhans M., Baertsch R., Haussler D., Bioinformatics 2008, 24, 637.
- Jones P., Binns D., Chang H. Y., Fraser M., Li W., McAnulla C., McWilliam H., Maslen J., Mitchell A., Nuka G., Pesseat S., Quinn A. F., Sangrador‐Vegas A., Scheremetjew M., Yong S. Y., Lopez R., Hunter S., Bioinformatics 2014, 30, 1236.
- Dunn N. A., Unni D. R., Diesh C., Munoz‐Torres M., Harris N. L., Yao E., Rasche H., Holmes I. H., Elsik C. G., Lewis S. E., PLoS Comput. Biol. 2019, 15, e1006790.
- Buchfink B., Reuter K., Drost H. G., Nat. Methods 2021, 18, 366.
- Lagesen K., Hallin P., Rodland E. A., Staerfeldt H. H., Rognes T., Ussery D. W., Nucleic Acids Res. 2007, 35, 3100.
- Chan P. P., Lin B. Y., Mak A. J., Lowe T. M., Nucleic Acids Res. 2021, 49, 9077.
- Nawrocki E. P., Eddy S. R., Bioinformatics 2013, 29, 2933.
- Emms D. M., Kelly S., Genome Biol. 2019, 20, 238.
- Edgar R. C., Nat. Commun. 2022, 13, 6968.
- Stamatakis A., Bioinformatics 2014, 30, 1312.
- Yang Z., Mol. Biol. Evol. 2007, 24, 1586.
- Mendes F. K., Vanderpool D., Fulton B., Hahn M. W., Bioinformatics 2021, 36, 5516.
- Wu T., Hu E., Xu S., Chen M., Guo P., Dai Z., Feng T., Zhou L., Tang W., Zhan L., Fu X., Liu S., Bo X., Yu G., Innovation 2021, 2, 100141.
- Gertz E. M., Yu Y. K., Agarwala R., Schaffer A. A., Altschul S. F., BMC Biol. 2006, 4, 41.
- Cantalapiedra C. P., Hernandez‐Plaza A., Letunic I., Bork P., Huerta‐Cepas J., Mol. Biol. Evol. 2021, 38, 5825.
- Li H., Aligning sequence reads, clone sequences, and assembly contigs with BWA‐MEM, arXiv preprint arXiv:1303.3997 2013.
- Danecek P., Bonfield J. K., Liddle J., Marshall J., Ohan V., Pollard M. O., Whitwham A., Keane T., McCarthy S. A., Davies R. M., Li H., GigaScience 2021, 10.
- Cingolani P., Methods Mol. Biol. 2022, 2493, 289.
- Chang C. C., Chow C. C., Tellier L. C., Vattikuti S., Purcell S. M., Lee J. J., GigaScience 2015, 4, 7.
- Yang J., Lee S. H., Goddard M. E., Visscher P. M., Am. J. Hum. Genet. 2011, 88, 76.
- Rice P., Longden I., Bleasby A., Trends Genet. 2000, 16, 276.
- Xu S., Li L., Luo X., Chen M., Tang W., Zhan L., Dai Z., Lam T. T., Guan Y., Yu G., iMeta 2022, 1, e56.
- Alexander D. H., Novembre J., Lange K., Genome Res. 2009, 19, 1655.
- de Flamingh A., Coutu A., Roca A. L., Malhi R. S., G3 :Genes, Genomes, Genet. 2020, 10, 1427.
- Mittnik A., Wang C. C., Svoboda J., Krause J., PLoS One 2016, 11, e0163019.
- Rozas J., Ferrer‐Mata A., Sanchez‐DelBarrio J. C., Guirao‐Rico S., Librado P., Ramos‐Onsins S. E., Sanchez‐Gracia A., Mol. Biol. Evol. 2017, 34, 3299.
- Leigh J. W., Bryant D., Nakagawa S., Methods Ecol. Evol. 2015, 6, 1110.
- Der Sarkissian C., Ermini L., Schubert M., Yang M. A., Librado P., Fumagalli M., Jonsson H., Bar‐Gal G. K., Albrechtsen A., Vieira F. G., Petersen B., Ginolhac A., Seguin‐Orlando A., Magnussen K., Fages A., Gamba C., Lorente‐Galdos B., Polani S., Steiner C., Neuditschko M., Jagannathan V., Feh C., Greenblatt C. L., Ludwig A., Abramson N. I., Zimmermann W., Schafberg R., Tikhonov A., Sicheritz‐Ponten T., Willerslev E., et al., Curr. Biol. 2015, 25, 2577.
- Pickrell J. K., Pritchard J. K., PLoS Genet. 2012, 8, e1002967.
- Maier R., Flegontov P., Flegontova O., Isildak U., Changmai P., Reich D., Elife 2023, 12, e85492.
- Zhang C., Dong S. S., Xu J. Y., He W. M., Yang T. L., Bioinformatics 2019, 35, 1786.
- Moon K. R., van Dijk D., Wang Z., Gigante S., Burkhardt D. B., Chen W. S., Yim K., Elzen A. V. D., Hirn M. J., Coifman R. R., Ivanova N. B., Wolf G., Krishnaswamy S., Nat. Biotechnol. 2019, 37, 1482.
- Milanesi M., Capomaccio S., Vajana E., Bomba L., Garcia J. F., Ajmone‐Marsan P., Colli L., BITE: an R package for biodiversity analyses, bioRxiv 2017, 181610.
- Danecek P., Auton A., Abecasis G., Albers C. A., Banks E., DePristo M. A., Handsaker R. E., Lunter G., Marth G. T., Sherry S. T., McVean G., Durbin R., 1000 Genomes Project Analysis Group , Bioinformatics 2011, 27, 2156.
- Browning B. L., Tian X., Zhou Y., Browning S. R., Am. J. Hum. Genet. 2021, 108, 1880.
- Szpiech Z. A., Hernandez R. D., Mol. Biol. Evol. 2014, 31, 2824.
- Ramirez F., Bhardwaj V., Arrigoni L., Lam K. C., Gruning B. A., Villaveces J., Habermann B., Akhtar A., Manke T., Nat. Commun. 2018, 9, 189.
- Langmead B., Salzberg S. L., Nat. Methods 2012, 9, 357.
- Zhang Y., Liu T., Meyer C. A., Eeckhoute J., Johnson D. S., Bernstein B. E., Nusbaum C., Myers R. M., Brown M., Li W., Liu X. S., Genome Biol. 2008, 9, R137.
- Ramirez F., Ryan D. P., Gruning B., Bhardwaj V., Kilpert F., Richter A. S., Heyne S., Dundar F., Manke T., Nucleic Acids Res. 2016, 44, W160.
- Pollard K. S., Hubisz M. J., Rosenbloom K. R., Siepel A., Genome Res. 2010, 20, 110.
- Hinrichs A. S., Karolchik D., Baertsch R., Barber G. P., Bejerano G., Clawson H., Diekhans M., Furey T. S., Harte R. A., Hsu F., Hillman‐Jackson J., Kuhn R. M., Pedersen J. S., Pohl A., Raney B. J., Rosenbloom K. R., Siepel A., Smith K. E., Sugnet C. W., Sultan‐Qurraie A., Thomas D. J., Trumbower H., Weber R. J., Weirauch M., Zweig A. S., Haussler D., Kent W. J., Nucleic Acids Res. 2006, 34, D590.
- Quinlan A. R., Hall I. M., Bioinformatics 2010, 26, 841.
- Kramer N. E., Davis E. S., Wenger C. D., Deoudes E. M., Parker S. M., Love M. I., Phanstiel D. H., Bioinformatics 2022, 38, 2042.
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