Next Generation Semiconductor Based Sequencing of the Donkey (Equus asinus) Genome Provided Comparative Sequence Data against the Horse Genome and a Few Millions of Single Nucleotide Polymorphisms.
Abstract: Few studies investigated the donkey (Equus asinus) at the whole genome level so far. Here, we sequenced the genome of two male donkeys using a next generation semiconductor based sequencing platform (the Ion Proton sequencer) and compared obtained sequence information with the available donkey draft genome (and its Illumina reads from which it was originated) and with the EquCab2.0 assembly of the horse genome. Moreover, the Ion Torrent Personal Genome Analyzer was used to sequence reduced representation libraries (RRL) obtained from a DNA pool including donkeys of different breeds (Grigio Siciliano, Ragusano and Martina Franca). The number of next generation sequencing reads aligned with the EquCab2.0 horse genome was larger than those aligned with the draft donkey genome. This was due to the larger N50 for contigs and scaffolds of the horse genome. Nucleotide divergence between E. caballus and E. asinus was estimated to be ~ 0.52-0.57%. Regions with low nucleotide divergence were identified in several autosomal chromosomes and in the whole chromosome X. These regions might be evolutionally important in equids. Comparing Y-chromosome regions we identified variants that could be useful to track donkey paternal lineages. Moreover, about 4.8 million of single nucleotide polymorphisms (SNPs) in the donkey genome were identified and annotated combining sequencing data from Ion Proton (whole genome sequencing) and Ion Torrent (RRL) runs with Illumina reads. A higher density of SNPs was present in regions homologous to horse chromosome 12, in which several studies reported a high frequency of copy number variants. The SNPs we identified constitute a first resource useful to describe variability at the population genomic level in E. asinus and to establish monitoring systems for the conservation of donkey genetic resources.
Publication Date: 2015-07-07 PubMed ID: 26151450PubMed Central: PMC4495037DOI: 10.1371/journal.pone.0131925Google Scholar: Lookup
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- Journal Article
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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 study discusses the sequencing of the genome of two male donkeys, breaking down the gaps in research around donkeys at a genomic level. The comparative sequence data against the horse genome and the identification of millions of Single Nucleotide Polymorphisms offer potential insights into the diversity of the donkey population and can be a valuable resource in the conservation of their genetic resources.
Research Methods and Objective
- The team sequenced the genome of two male donkeys with the help of the next-generation semiconductor-based sequencing platform, the Ion Proton sequencer.
- They compared the obtained sequence information with the official draft of the donkey genome and Illumina reads from which it was derived.
- The team also made comparisons against EquCab2.0, which is the assembly of the horse genome.
- The Ion Torrent Personal Genome Analyzer was used to sequence Reduced Representation Libraries (RRL) from a DNA pool that includes different breeds of donkeys (Grigio Siciliano, Ragusano, and Martina Franca).
Findings
- The number of next-generation sequencing reads aligned with the EquCab2.0 horse genome exceeded those aligned with the draft donkey genome because the horse genome had a larger N50 for contigs and scaffolds.
- They estimated a ~0.52-0.57% nucleotide divergence between horses (E. caballus) and donkeys (E. asinus). There were regions with low nucleotide divergence in several autosomal chromosomes and the whole chromosome X, which might be important in equids evolution.
- Comparing Y-chromosome regions, they identified variants valuable in tracking donkey paternal lineages.
- About 4.8 million single nucleotide polymorphisms (SNPs) in the donkey genome were identified. This was done by combining sequencing data from Ion Proton (whole genome sequencing), Ion Torrent (RRL), and Illumina reads. A higher density of SNPs was present in regions homologous to horse chromosome 12, known for high frequency of copy number variants.
Implication of the Study
- The identification of millions of SNPs is crucial as it gives the ability to describe the variability at the genomic level in the E. asinus species.
- This pool of information can be used to track paternal lineage and potentially save endangered donkey species and breeds, essentially aiding in the conservation of the genetic resources of donkeys.
Cite This Article
APA
Bertolini F, Scimone C, Geraci C, Schiavo G, Utzeri VJ, Chiofalo V, Fontanesi L.
(2015).
Next Generation Semiconductor Based Sequencing of the Donkey (Equus asinus) Genome Provided Comparative Sequence Data against the Horse Genome and a Few Millions of Single Nucleotide Polymorphisms.
PLoS One, 10(7), e0131925.
https://doi.org/10.1371/journal.pone.0131925 Publication
Researcher Affiliations
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, Italy; Department of Veterinary Sciences, Animal Production Unit, University of Messina, Polo Universitario dell'Annunziata, Messina, Italy.
- Department of Veterinary Sciences, Animal Production Unit, University of Messina, Polo Universitario dell'Annunziata, Messina, Italy.
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, Italy.
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, Italy.
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, Italy.
- Department of Veterinary Sciences, Animal Production Unit, University of Messina, Polo Universitario dell'Annunziata, Messina, Italy; Meat Research Consortium, Polo Universitario dell'Annunziata, Messina, Italy.
- Department of Agricultural and Food Sciences, Division of Animal Sciences, University of Bologna, Viale Fanin 46, Bologna, Italy.
MeSH Terms
- Animals
- Comparative Genomic Hybridization
- Equidae / genetics
- Genetic Variation
- Genome
- High-Throughput Nucleotide Sequencing
- Horses / genetics
- Male
- Polymorphism, Single Nucleotide
- Semiconductors
- Sequence Analysis, DNA
- X Chromosome
- Y Chromosome
Conflict of Interest Statement
Competing Interests: The authors have declared that no competing interests exist.
References
This article includes 70 references
- Beja-Pereira A, England PR, Ferrand N, Jordan S, Bakhiet AO, Abdalla MA, Mashkour M, Jordana J, Taberlet P, Luikart G. African origins of the domestic donkey.. Science 2004 Jun 18;304(5678):1781.
- Blench RM. The History and Spread of Donkeys in Africa. Wageningen: ACP-EU Tecnical Center for Agriculture and Rural Cooperation; 2004.
- Rossel S, Marshall F, Peters J, Pilgram T, Adams MD, O'Connor D. Domestication of the donkey: timing, processes, and indicators.. Proc Natl Acad Sci U S A 2008 Mar 11;105(10):3715-20.
- Kimura B, Marshall FB, Chen S, Rosenbom S, Moehlman PD, Tuross N, Sabin RC, Peters J, Barich B, Yohannes H, Kebede F, Teclai R, Beja-Pereira A, Mulligan CJ. Ancient DNA from Nubian and Somali wild ass provides insights into donkey ancestry and domestication.. Proc Biol Sci 2011 Jan 7;278(1702):50-7.
- Starkey P, Starkey M. Regional and world trends in donkey populations. Donkeys, People and Development ATNESA, Wageningen, The Netherlands: pp. 219–222; 2000.
- Kugler W, Grunenfelder HP, Broxham E. Donkey breeds in Europe. Inventory, Description, Need for Action, Conservation. Report 2007–2008. Monitoring Institute for Rare Breeds and Seeds in Europe, St. Gallen, Switzerland.
- Zenebe S, Tilahun F. The role of donkey pack-transport in the major grain market of Addis Ababa. Donkeys, people and development ATNESA, Wageningen, The Netherlands, pp. 71–78. 2000.
- Domestic Animal Diversity Information System (DAD-IS). Available: http://dad.fao.org/n
- Tesse R, Paglialunga C, Braccio S, Armenio L. Adequacy and tolerance to ass's milk in an Italian cohort of children with cow's milk allergy.. Ital J Pediatr 2009 Jul 9;35:19.
- Iacono G, Carroccio A, Cavataio F, Montalto G, Soresi M, Balsamo V. Use of ass' milk in multiple food allergy.. J Pediatr Gastroenterol Nutr 1992 Feb;14(2):177-81.
- Carroccio A, Cavataio F, Montalto G, D'Amico D, Alabrese L, Iacono G. Intolerance to hydrolysed cow's milk proteins in infants: clinical characteristics and dietary treatment.. Clin Exp Allergy 2000 Nov;30(11):1597-603.
- Amati L, Marzulli G, Martulli M, Tafaro A, Jirillo F, Pugliese V, Martemucci G, D'Alessandro AG, Jirillo E. Donkey and goat milk intake and modulation of the human aged immune response.. Curr Pharm Des 2010;16(7):864-9.
- Martemucci G, D'Alessandro AG. Fat content, energy value and fatty acid profile of donkey milk during lactation and implications for human nutrition.. Lipids Health Dis 2012 Sep 11;11:113.
- Ballestra F. Process for conservation of donkey milk and its application in the pharmaceutical and cosmetic industry. French Patent Application: FR 2 707 877 Al. 6 2005.
- Polidori P, Vincenzetti S, Cavallucci C, Beghelli D. Quality of donkey meat and carcass characteristics.. Meat Sci 2008 Dec;80(4):1222-4.
- Aranguren-Méndez J, Jordana J, Gomez M. Genetic diversity in Spanish donkey breeds using microsatellite DNA markers.. Genet Sel Evol 2001 Jul-Aug;33(4):433-42.
- Aranguren-Mendez J, Beja-Pereira A, Avellanet R, Dzama K, Jordana J. Mitochondrial DNA variation and genetic relationships in Spanish donkey breeds (Equus asinus). J Anim Breed Genet 2004;121: 319–330.
- Lopez Lopez C, Alonso R, de Aluja AS. Study of the genetic origin of the Mexican creole donkey (Equus asinus) by means of the analysis of the D-loop region of mitochondrial DNA.. Trop Anim Health Prod 2005 Nov;37 Suppl 1:173-88.
- Rizzi R, Tullo E, Cito AM, Caroli A, Pieragostini E. Monitoring of genetic diversity in the endangered Martina Franca donkey population.. J Anim Sci 2011 May;89(5):1304-11.
- Bordonaro S, Guastella AM, Criscione A, Zuccaro A, Marletta D. Genetic diversity and variability in endangered Pantesco and two other Sicilian donkey breeds assessed by microsatellite markers.. ScientificWorldJournal 2012;2012:648427.
- Colli L, Perrotta G, Negrini R, Bomba L, Bigi D, Zambonelli P, Verini Supplizi A, Liotta L, Ajmone-Marsan P. Detecting population structure and recent demographic history in endangered livestock breeds: the case of the Italian autochthonous donkeys.. Anim Genet 2013 Feb;44(1):69-78.
- Han L, Zhu S, Ning C, Cai D, Wang K, Chen Q, Hu S, Yang J, Shao J, Zhu H, Zhou H. Ancient DNA provides new insight into the maternal lineages and domestication of Chinese donkeys.. BMC Evol Biol 2014 Nov 30;14:246.
- Rosenbom S, Costa V, Al-Araimi N, Kefena E, Abdel-Moneim AS, Abdalla MA, Bakhiet A, Beja-Pereira A. Genetic diversity of donkey populations from the putative centers of domestication.. Anim Genet 2015 Feb;46(1):30-6.
- Cosenza G, Pauciullo A, Annunziata A, Rando A, Chianese L, Marletta D. Identification and characterization of the donkey CSN1S2 I and II cDNAs. Ital J Anim Sci 2010;9: e40.
- Selvaggi M, Cataldo D. Analysis of two single-nucleotide polymorphisms (SNPs) located in exon 1 of kappa-casein gene (CSN3) in Martina Franca donkey breed. Afr J Biotechnol 2013; 10: 5118–5120.
- Abitbol M, Legrand R, Tiret L. A missense mutation in melanocortin 1 receptor is associated with the red coat colour in donkeys.. Anim Genet 2014 Dec;45(6):878-80.
- 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 MC, Raison JM, Sharpe T, Vogel J, Andersson L, Antczak DF, Biagi T, Binns MM, Chowdhary BP, Coleman SJ, Della Valle G, Fryc S, Guérin G, Hasegawa T, Hill EW, Jurka J, Kiialainen A, Lindgren G, Liu J, Magnani E, Mickelson JR, Murray J, Nergadze SG, Onofrio R, Pedroni S, Piras MF, Raudsepp T, Rocchi M, Røed KH, Ryder OA, Searle S, Skow L, Swinburne JE, Syvänen AC, Tozaki T, Valberg SJ, Vaudin M, White JR, Zody MC, Lander ES, Lindblad-Toh K. Genome sequence, comparative analysis, and population genetics of the domestic horse.. Science 2009 Nov 6;326(5954):865-7.
- Doan R, Cohen N, Harrington J, Veazey K, Juras R, Cothran G, McCue ME, Skow L, Dindot SV. Identification of copy number variants in horses.. Genome Res 2012 May;22(5):899-907.
- 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.
- Raudsepp T, Chowdhary BP. Construction of chromosome-specific paints for meta- and submetacentric autosomes and the sex chromosomes in the horse and their use to detect homologous chromosomal segments in the donkey.. Chromosome Res 1999;7(2):103-14.
- Raudsepp T, Mariat D, Guérin G, Chowdhary BP. Comparative FISH mapping of 32 loci reveals new homologous regions between donkey and horse karyotypes.. Cytogenet Cell Genet 2001;94(3-4):180-5.
- Yang F, Fu B, O'Brien PC, Nie W, Ryder OA, Ferguson-Smith MA. Refined genome-wide comparative map of the domestic horse, donkey and human based on cross-species chromosome painting: insight into the occasional fertility of mules.. Chromosome Res 2004;12(1):65-76.
- Ryder OA, Chemnick LG, Bowling AT, Benirschke K. Male mule foal qualifies as the offspring of a female mule and jack donkey.. J Hered 1985 Sep-Oct;76(5):379-81.
- Rong R, Chandley AC, Song J, McBeath S, Tan PP, Bai Q, Speed RM. A fertile mule and hinny in China.. Cytogenet Cell Genet 1988;47(3):134-9.
- Henry M, Gastal EL, Pinheiro LEL, Guimarmes SEF. Mating pattern and chromosome analysis of a mule and her offspring. Biol Reprod Monograph Series 1995;1: 273–279.
- Orlando L, Ginolhac A, Zhang G, Froese D, Albrechtsen A, Stiller M, Schubert M, Cappellini E, Petersen B, Moltke I, Johnson PL, Fumagalli M, Vilstrup JT, Raghavan M, Korneliussen T, Malaspinas AS, Vogt J, Szklarczyk D, Kelstrup CD, Vinther J, Dolocan A, Stenderup J, Velazquez AM, Cahill J, Rasmussen M, Wang X, Min J, Zazula GD, Seguin-Orlando A, Mortensen C, Magnussen K, Thompson JF, Weinstock J, Gregersen K, Røed KH, Eisenmann V, Rubin CJ, Miller DC, Antczak DF, Bertelsen MF, Brunak S, Al-Rasheid KA, Ryder O, Andersson L, Mundy J, Krogh A, Gilbert MT, Kjær K, Sicheritz-Ponten T, Jensen LJ, Olsen JV, Hofreiter M, Nielsen R, Shapiro B, Wang J, Willerslev E. Recalibrating Equus evolution using the genome sequence of an early Middle Pleistocene horse.. Nature 2013 Jul 4;499(7456):74-8.
- Rothberg JM, Hinz W, Rearick TM, Schultz J, Mileski W, Davey M, Leamon JH, Johnson K, Milgrew MJ, Edwards M, Hoon J, Simons JF, Marran D, Myers JW, Davidson JF, Branting A, Nobile JR, Puc BP, Light D, Clark TA, Huber M, Branciforte JT, Stoner IB, Cawley SE, Lyons M, Fu Y, Homer N, Sedova M, Miao X, Reed B, Sabina J, Feierstein E, Schorn M, Alanjary M, Dimalanta E, Dressman D, Kasinskas R, Sokolsky T, Fidanza JA, Namsaraev E, McKernan KJ, Williams A, Roth GT, Bustillo J. An integrated semiconductor device enabling non-optical genome sequencing.. Nature 2011 Jul 20;475(7356):348-52.
- Merriman B, Rothberg JM. Progress in ion torrent semiconductor chip based sequencing.. Electrophoresis 2012 Dec;33(23):3397-417.
- Parson W, Strobl C, Huber G, Zimmermann B, Gomes SM, Souto L, Fendt L, Delport R, Langit R, Wootton S, Lagacé R, Irwin J. Evaluation of next generation mtGenome sequencing using the Ion Torrent Personal Genome Machine (PGM).. Forensic Sci Int Genet 2013 Sep;7(5):543-9.
- Bell CC, Magor GW, Gillinder KR, Perkins AC. A high-throughput screening strategy for detecting CRISPR-Cas9 induced mutations using next-generation sequencing.. BMC Genomics 2014 Nov 20;15(1):1002.
- Stoddard JL, Niemela JE, Fleisher TA, Rosenzweig SD. Targeted NGS: A Cost-Effective Approach to Molecular Diagnosis of PIDs.. Front Immunol 2014;5:531.
- Fantini E, Gianese G, Giuliano G, Fiore A. Bacterial metabarcoding by 16S rRNA gene ion torrent amplicon sequencing.. Methods Mol Biol 2015;1231:77-90.
- Boland JF, Chung CC, Roberson D, Mitchell J, Zhang X, Im KM, He J, Chanock SJ, Yeager M, Dean M. The new sequencer on the block: comparison of Life Technology's Proton sequencer to an Illumina HiSeq for whole-exome sequencing.. Hum Genet 2013 Oct;132(10):1153-63.
- Altshuler D, Pollara VJ, Cowles CR, Van Etten WJ, Baldwin J, Linton L, Lander ES. An SNP map of the human genome generated by reduced representation shotgun sequencing.. Nature 2000 Sep 28;407(6803):513-6.
- Bertolini F, Schiavo G, Scotti E, Ribani A, Martelli PL, Casadio R, Fontanesi L. High-throughput SNP discovery in the rabbit (Oryctolagus cuniculus) genome by next-generation semiconductor-based sequencing.. Anim Genet 2014 Apr;45(2):304-7.
- Bovo S, Bertolini F, Schiavo G, Mazzoni G, Dall'Olio S, Fontanesi L. Reduced Representation Libraries from DNA Pools Analysed with Next Generation Semiconductor Based-Sequencing to Identify SNPs in Extreme and Divergent Pigs for Back Fat Thickness.. Int J Genomics 2015;2015:950737.
- Fontanesi L, Bertolini F, Scotti E, Schiavo G, Colombo M, Trevisi P, Ribani A, Buttazzoni L, Russo V, Dall'Olio S. Next generation semiconductor based-sequencing of a nutrigenetics target gene (GPR120) and association with growth rate in Italian Large White pigs.. Anim Biotechnol 2015;26(2):92-7.
- Homer N, Merriman B. TMAP: the Torrent Mapping Alignment Program. .
- Li H, Durbin R. Fast and accurate short read alignment with Burrows-Wheeler transform.. Bioinformatics 2009 Jul 15;25(14):1754-60.
- Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R. The Sequence Alignment/Map format and SAMtools.. Bioinformatics 2009 Aug 15;25(16):2078-9.
- R Core Team R. A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, 2014.
- Quail MA, Smith M, Coupland P, Otto TD, Harris SR, Connor TR, Bertoni A, Swerdlow HP, Gu Y. A tale of three next generation sequencing platforms: comparison of Ion Torrent, Pacific Biosciences and Illumina MiSeq sequencers.. BMC Genomics 2012 Jul 24;13:341.
- McLaren W, Pritchard B, Rios D, Chen Y, Flicek P, Cunningham F. Deriving the consequences of genomic variants with the Ensembl API and SNP Effect Predictor.. Bioinformatics 2010 Aug 15;26(16):2069-70.
- . Initial sequence of the chimpanzee genome and comparison with the human genome.. Nature 2005 Sep 1;437(7055):69-87.
- Vignaud P, Duringer P, Mackaye HT, Likius A, Blondel C, Boisserie JR, De Bonis L, Eisenmann V, Etienne ME, Geraads D, Guy F, Lehmann T, Lihoreau F, Lopez-Martinez N, Mourer-Chauviré C, Otero O, Rage JC, Schuster M, Viriot L, Zazzo A, Brunet M. Geology and palaeontology of the Upper Miocene Toros-Menalla hominid locality, Chad.. Nature 2002 Jul 11;418(6894):152-5.
- Li WH, Yi S, Makova K. Male-driven evolution.. Curr Opin Genet Dev 2002 Dec;12(6):650-6.
- Payseur BA, Krenz JG, Nachman MW. Differential patterns of introgression across the X chromosome in a hybrid zone between two species of house mice.. Evolution 2004 Sep;58(9):2064-78.
- Wallner B, Vogl C, Shukla P, Burgstaller JP, Druml T, Brem G. Identification of genetic variation on the horse y chromosome and the tracing of male founder lineages in modern breeds.. PLoS One 2013;8(4):e60015.
- Huang J, Zhao Y, Shiraigol W, Li B, Bai D, Ye W, Daidiikhuu D, Yang L, Jin B, Zhao Q, Gao Y, Wu J, Bao W, Li A, Zhang Y, Han H, Bai H, Bao Y, Zhao L, Zhai Z, Zhao W, Sun Z, Zhang Y, Meng H, Dugarjaviin M. Analysis of horse genomes provides insight into the diversification and adaptive evolution of karyotype.. Sci Rep 2014 May 14;4:4958.
- DePristo MA, Banks E, Poplin R, Garimella KV, Maguire JR, Hartl C, Philippakis AA, del Angel G, Rivas MA, Hanna M, McKenna A, Fennell TJ, Kernytsky AM, Sivachenko AY, Cibulskis K, Gabriel SB, Altshuler D, Daly MJ. A framework for variation discovery and genotyping using next-generation DNA sequencing data.. Nat Genet 2011 May;43(5):491-8.
- Liu Q, Guo Y, Li J, Long J, Zhang B, Shyr Y. Steps to ensure accuracy in genotype and SNP calling from Illumina sequencing data.. BMC Genomics 2012;13 Suppl 8(Suppl 8):S8.
- Molnár J, Nagy T, Stéger V, Tóth G, Marincs F, Barta E. Genome sequencing and analysis of Mangalica, a fatty local pig of Hungary.. BMC Genomics 2014 Sep 5;15(1):761.
- Doan R, Cohen N, Harrington J, Veazey K, Juras R, Cothran G, McCue ME, Skow L, Dindot SV. Identification of copy number variants in horses.. Genome Res 2012 May;22(5):899-907.
- Metzger J, Philipp U, Lopes MS, da Camara Machado A, Felicetti M, Silvestrelli M, Distl O. Analysis of copy number variants by three detection algorithms and their association with body size in horses.. BMC Genomics 2013 Jul 18;14:487.
- Ghosh S, Qu Z, Das PJ, Fang E, Juras R, Cothran EG, McDonell S, Kenney DG, Lear TL, Adelson DL, Chowdhary BP, Raudsepp T. Copy number variation in the horse genome.. PLoS Genet 2014 Oct;10(10):e1004712.
- Wang W, Wang S, Hou C, Xing Y, Cao J, Wu K, Liu C, Zhang D, Zhang L, Zhang Y, Zhou H. Genome-wide detection of copy number variations among diverse horse breeds by array CGH.. PLoS One 2014;9(1):e86860.
- Nei M, Rooney AP. Concerted and birth-and-death evolution of multigene families.. Annu Rev Genet 2005;39:121-52.
- Fontanesi L, Martelli PL, Beretti F, Riggio V, Dall'Olio S, Colombo M, Casadio R, Russo V, Portolano B. An initial comparative map of copy number variations in the goat (Capra hircus) genome.. BMC Genomics 2010 Nov 17;11:639.
- Fontanesi L, Beretti F, Martelli PL, Colombo M, Dall'olio S, Occidente M, Portolano B, Casadio R, Matassino D, Russo V. A first comparative map of copy number variations in the sheep genome.. Genomics 2011 Mar;97(3):158-65.
- Choi JW, Liao X, Park S, Jeon HJ, Chung WH, Stothard P, Park YS, Lee JK, Lee KT, Kim SH, Oh JD, Kim N, Kim TH, Lee HK, Lee SJ. Massively parallel sequencing of Chikso (Korean brindle cattle) to discover genome-wide SNPs and InDels.. Mol Cells 2013 Sep;36(3):203-11.
Citations
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- Zhu Q, Khan MZ, Jing Y, Geng M, Zhang X, Zheng Y, Cao X, Peng Y, Wang C. The Donkey Genome: From Evolutionary Insights to Sustainable Breeding Strategies. Animals (Basel) 2025 Dec 29;16(1).
- Khan MZ, Chen W, Wang X, Liang H, Wei L, Huang B, Kou X, Liu X, Zhang Z, Chai W, Khan A, Peng Y, Wang C. A review of genetic resources and trends of omics applications in donkey research: focus on China. Front Vet Sci 2024;11:1366128.
- Huang B, Khan MZ, Chai W, Ullah Q, Wang C. Exploring Genetic Markers: Mitochondrial DNA and Genomic Screening for Biodiversity and Production Traits in Donkeys. Animals (Basel) 2023 Aug 27;13(17).
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