Improving the performance of true single molecule sequencing for ancient DNA.
Abstract: Second-generation sequencing technologies have revolutionized our ability to recover genetic information from the past, allowing the characterization of the first complete genomes from past individuals and extinct species. Recently, third generation Helicos sequencing platforms, which perform true Single-Molecule DNA Sequencing (tSMS), have shown great potential for sequencing DNA molecules from Pleistocene fossils. Here, we aim at improving even further the performance of tSMS for ancient DNA by testing two novel tSMS template preparation methods for Pleistocene bone fossils, namely oligonucleotide spiking and treatment with DNA phosphatase. Results: We found that a significantly larger fraction of the horse genome could be covered following oligonucleotide spiking however not reproducibly and at the cost of extra post-sequencing filtering procedures and skewed %GC content. In contrast, we showed that treating ancient DNA extracts with DNA phosphatase improved the amount of endogenous sequence information recovered per sequencing channel by up to 3.3-fold, while still providing molecular signatures of endogenous ancient DNA damage, including cytosine deamination and fragmentation by depurination. Additionally, we confirmed the existence of molecular preservation niches in large bone crystals from which DNA could be preferentially extracted. Conclusions: We propose DNA phosphatase treatment as a mechanism to increase sequence coverage of ancient genomes when using Helicos tSMS as a sequencing platform. Together with mild denaturation temperatures that favor access to endogenous ancient templates over modern DNA contaminants, this simple preparation procedure can improve overall Helicos tSMS performance when damaged DNA templates are targeted.
Publication Date: 2012-05-10 PubMed ID: 22574620PubMed Central: PMC3430569DOI: 10.1186/1471-2164-13-177Google Scholar: Lookup
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- Journal Article
- Research Support
- American Recovery and Reinvestment Act
- Research Support
- N.I.H.
- Extramural
- Research Support
- Non-U.S. Gov't
- Research Support
- U.S. Gov't
- Non-P.H.S.
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 research explores ways to improve true Single-Molecule DNA Sequencing (tSMS) for ancient DNA by testing two methods of preparation for Pleistocene bone fossils. It found success with DNA phosphatase and highlighted potential molecular preservation techniques in large bone crystals.
Introduction to the Study
- The research was carried out as a part of the effort to enhance the potential of third-generation Helicos sequencing platforms in the sequencing of Pleistocene fossil DNA molecules.
- Such DNA sequencing has radically improved our capacity to get genetic information from historical time. This breakthrough has enabled us to characterize the complete genomes of extinct species and individuals from the past.
Methods and Approaches Adapted in the Study
- The study tests two new template preparation techniques for ancient DNA: oligonucleotide spiking and DNA phosphatase treatment applied to Pleistocene bone fossils.
- It tries to find the most efficient method that can enhance the performance of tSMS.
Key Findings of the Study
- The application of oligonucleotide spiking allowed for a more significant fraction of the horse genome to be covered but not reproducibly. It also required additional post-sequencing filtering processes and resulted in skewed % GC content.
- DNA phosphatase treatment on ancient DNA extracts improved the recovery rate of endogenous sequence data per sequencing channel by up to 3.3 times. It also helped provide molecular signatures of endogenous ancient DNA damage, such as depurination fragmentation and cytosine deamination.
- The study confirmed that there exist molecular preservation niches in substantial bone crystals from where DNA could be preferably extracted.
Conclusions of the Study
- The study endorses DNA phosphatase treatment as a beneficial method to raise sequence coverage of ancient genomes when Helicos tSMS is used as a sequencing platform.
- This straightforward preparation procedure, together with mild denaturation temperatures that favor access to endogenous ancient templates over modern DNA contaminants, can enhance the Helicos tSMS performance when damaged DNA templates are targeted.
Cite This Article
APA
Ginolhac A, Vilstrup J, Stenderup J, Rasmussen M, Stiller M, Shapiro B, Zazula G, Froese D, Steinmann KE, Thompson JF, Al-Rasheid KA, Gilbert TM, Willerslev E, Orlando L.
(2012).
Improving the performance of true single molecule sequencing for ancient DNA.
BMC Genomics, 13, 177.
https://doi.org/10.1186/1471-2164-13-177 Publication
Researcher Affiliations
- Centre for GeoGenetics, Natural History Museum of Denmark, Copenhagen University, 5-7 Øster Voldgade, København, 1350, Denmark.
MeSH Terms
- Animals
- Base Composition / genetics
- Base Sequence
- DNA / genetics
- DNA, Mitochondrial / genetics
- Fossils
- Genome / genetics
- Horses / genetics
- Nucleotidases / metabolism
- Nucleotides / genetics
- Phylogeny
- Sequence Analysis, DNA / methods
- Sequence Analysis, DNA / standards
Grant Funding
- RC2 HG005598 / NHGRI NIH HHS
References
This article includes 49 references
- Willerslev E, Hansen AJ, Rønn R, Brand TB, Barnes I, Wiuf C, Gilichinsky D, Mitchell D, Cooper A. Long-term persistence of bacterial DNA.. Curr Biol 2004 Jan 6;14(1):R9-10.
- Willerslev E, Cappellini E, Boomsma W, Nielsen R, Hebsgaard MB, Brand TB, Hofreiter M, Bunce M, Poinar HN, Dahl-Jensen D, Johnsen S, Steffensen JP, Bennike O, Schwenninger JL, Nathan R, Armitage S, de Hoog CJ, Alfimov V, Christl M, Beer J, Muscheler R, Barker J, Sharp M, Penkman KE, Haile J, Taberlet P, Gilbert MT, Casoli A, Campani E, Collins MJ. Ancient biomolecules from deep ice cores reveal a forested southern Greenland.. Science 2007 Jul 6;317(5834):111-4.
- Valdiosera C, García N, Dalén L, Smith C, Kahlke RD, Lidén K, Angerbjörn A, Arsuaga JL, Götherström A. Typing single polymorphic nucleotides in mitochondrial DNA as a way to access Middle Pleistocene DNA.. Biol Lett 2006 Dec 22;2(4):601-3.
- Lindahl T. Instability and decay of the primary structure of DNA.. Nature 1993 Apr 22;362(6422):709-15.
- Gilbert MT, Hansen AJ, Willerslev E, Rí¯¬k L, Barnes I, Lynnerup N, Cooper A. Characterization of genetic miscoding lesions caused by postmortem damage.. Am J Hum Genet 2003 Jan;72(1):48-61.
- Pääbo S, Poinar H, Serre D, Jaenicke-Despres V, Hebler J, Rohland N, Kuch M, Krause J, Vigilant L, Hofreiter M. Genetic analyses from ancient DNA.. Annu Rev Genet 2004;38:645-79.
- Hansen AJ, Mitchell DL, Wiuf C, Paniker L, Brand TB, Binladen J, Gilichinsky DA, Rønn R, Willerslev E. Crosslinks rather than strand breaks determine access to ancient DNA sequences from frozen sediments.. Genetics 2006 Jun;173(2):1175-9.
- Heyn P, Stenzel U, Briggs AW, Kircher M, Hofreiter M, Meyer M. Road blocks on paleogenomes--polymerase extension profiling reveals the frequency of blocking lesions in ancient DNA.. Nucleic Acids Res 2010 Sep;38(16):e161.
- Poinar HN, Hofreiter M, Spaulding WG, Martin PS, Stankiewicz BA, Bland H, Evershed RP, Possnert G, Pääbo S. Molecular coproscopy: dung and diet of the extinct ground sloth Nothrotheriops shastensis.. Science 1998 Jul 17;281(5375):402-6.
- Orlando L, Ginolhac A, Raghavan M, Vilstrup J, Rasmussen M, Magnussen K, Steinmann KE, Kapranov P, Thompson JF, Zazula G, Froese D, Moltke I, Shapiro B, Hofreiter M, Al-Rasheid KA, Gilbert MT, Willerslev E. True single-molecule DNA sequencing of a pleistocene horse bone.. Genome Res 2011 Oct;21(10):1705-19.
- Noonan JP, Hofreiter M, Smith D, Priest JR, Rohland N, Rabeder G, Krause J, Detter JC, Pääbo S, Rubin EM. Genomic sequencing of Pleistocene cave bears.. Science 2005 Jul 22;309(5734):597-9.
- Green RE, Krause J, Ptak SE, Briggs AW, Ronan MT, Simons JF, Du L, Egholm M, Rothberg JM, Paunovic M, Pääbo S. Analysis of one million base pairs of Neanderthal DNA.. Nature 2006 Nov 16;444(7117):330-6.
- Noonan JP, Coop G, Kudaravalli S, Smith D, Krause J, Alessi J, Chen F, Platt D, Pääbo S, Pritchard JK, Rubin EM. Sequencing and analysis of Neanderthal genomic DNA.. Science 2006 Nov 17;314(5802):1113-8.
- Gilbert MT, Tomsho LP, Rendulic S, Packard M, Drautz DI, Sher A, Tikhonov A, Dalén L, Kuznetsova T, Kosintsev P, Campos PF, Higham T, Collins MJ, Wilson AS, Shidlovskiy F, Buigues B, Ericson PG, Germonpré M, Götherström A, Iacumin P, Nikolaev V, Nowak-Kemp M, Willerslev E, Knight JR, Irzyk GP, Perbost CS, Fredrikson KM, Harkins TT, Sheridan S, Miller W, Schuster SC. Whole-genome shotgun sequencing of mitochondria from ancient hair shafts.. Science 2007 Sep 28;317(5846):1927-30.
- Willerslev E, Gilbert MT, Binladen J, Ho SY, Campos PF, Ratan A, Tomsho LP, da Fonseca RR, Sher A, Kuznetsova TV, Nowak-Kemp M, Roth TL, Miller W, Schuster SC. Analysis of complete mitochondrial genomes from extinct and extant rhinoceroses reveals lack of phylogenetic resolution.. BMC Evol Biol 2009 May 11;9:95.
- Poinar HN, Schwarz C, Qi J, Shapiro B, Macphee RD, Buigues B, Tikhonov A, Huson DH, Tomsho LP, Auch A, Rampp M, Miller W, Schuster SC. Metagenomics to paleogenomics: large-scale sequencing of mammoth DNA.. Science 2006 Jan 20;311(5759):392-4.
- Reich D, Green RE, Kircher M, Krause J, Patterson N, Durand EY, Viola B, Briggs AW, Stenzel U, Johnson PL, Maricic T, Good JM, Marques-Bonet T, Alkan C, Fu Q, Mallick S, Li H, Meyer M, Eichler EE, Stoneking M, Richards M, Talamo S, Shunkov MV, Derevianko AP, Hublin JJ, Kelso J, Slatkin M, Pääbo S. Genetic history of an archaic hominin group from Denisova Cave in Siberia.. Nature 2010 Dec 23;468(7327):1053-60.
- Briggs AW, Good JM, Green RE, Krause J, Maricic T, Stenzel U, Lalueza-Fox C, Rudan P, Brajkovic D, Kucan Z, Gusic I, Schmitz R, Doronichev VB, Golovanova LV, de la Rasilla M, Fortea J, Rosas A, Pääbo S. Targeted retrieval and analysis of five Neandertal mtDNA genomes.. Science 2009 Jul 17;325(5938):318-21.
- Krause J, Briggs AW, Kircher M, Maricic T, Zwyns N, Derevianko A, Pääbo S. A complete mtDNA genome of an early modern human from Kostenki, Russia.. Curr Biol 2010 Feb 9;20(3):231-6.
- Schuenemann VJ, Bos K, DeWitte S, Schmedes S, Jamieson J, Mittnik A, Forrest S, Coombes BK, Wood JW, Earn DJ, White W, Krause J, Poinar HN. Targeted enrichment of ancient pathogens yielding the pPCP1 plasmid of Yersinia pestis from victims of the Black Death.. Proc Natl Acad Sci U S A 2011 Sep 20;108(38):E746-52.
- Burbano HA, Hodges E, Green RE, Briggs AW, Krause J, Meyer M, Good JM, Maricic T, Johnson PL, Xuan Z, Rooks M, Bhattacharjee A, Brizuela L, Albert FW, de la Rasilla M, Fortea J, Rosas A, Lachmann M, Hannon GJ, Pääbo S. Targeted investigation of the Neandertal genome by array-based sequence capture.. Science 2010 May 7;328(5979):723-5.
- Fordyce SL, Ávila-Arcos MC, Rockenbauer E, Børsting C, Frank-Hansen R, Petersen FT, Willerslev E, Hansen AJ, Morling N, Gilbert MT. High-throughput sequencing of core STR loci for forensic genetic investigations using the Roche Genome Sequencer FLX platform.. Biotechniques 2011 Aug;51(2):127-33.
- Miller W, Drautz DI, Ratan A, Pusey B, Qi J, Lesk AM, Tomsho LP, Packard MD, Zhao F, Sher A, Tikhonov A, Raney B, Patterson N, Lindblad-Toh K, Lander ES, Knight JR, Irzyk GP, Fredrikson KM, Harkins TT, Sheridan S, Pringle T, Schuster SC. Sequencing the nuclear genome of the extinct woolly mammoth.. Nature 2008 Nov 20;456(7220):387-90.
- Rasmussen M, Li Y, Lindgreen S, Pedersen JS, Albrechtsen A, Moltke I, Metspalu M, Metspalu E, Kivisild T, Gupta R, Bertalan M, Nielsen K, Gilbert MT, Wang Y, Raghavan M, Campos PF, Kamp HM, Wilson AS, Gledhill A, Tridico S, Bunce M, Lorenzen ED, Binladen J, Guo X, Zhao J, Zhang X, Zhang H, Li Z, Chen M, Orlando L, Kristiansen K, Bak M, Tommerup N, Bendixen C, Pierre TL, Grønnow B, Meldgaard M, Andreasen C, Fedorova SA, Osipova LP, Higham TF, Ramsey CB, Hansen TV, Nielsen FC, Crawford MH, Brunak S, Sicheritz-Pontén T, Villems R, Nielsen R, Krogh A, Wang J, Willerslev E. Ancient human genome sequence of an extinct Palaeo-Eskimo.. Nature 2010 Feb 11;463(7282):757-62.
- Green RE, Krause J, Briggs AW, Maricic T, Stenzel U, Kircher M, Patterson N, Li H, Zhai W, Fritz MH, Hansen NF, Durand EY, Malaspinas AS, Jensen JD, Marques-Bonet T, Alkan C, Prüfer K, Meyer M, Burbano HA, Good JM, Schultz R, Aximu-Petri A, Butthof A, Höber B, Höffner B, Siegemund M, Weihmann A, Nusbaum C, Lander ES, Russ C, Novod N, Affourtit J, Egholm M, Verna C, Rudan P, Brajkovic D, Kucan Ž, Gušic I, Doronichev VB, Golovanova LV, Lalueza-Fox C, de la Rasilla M, Fortea J, Rosas A, Schmitz RW, Johnson PLF, Eichler EE, Falush D, Birney E, Mullikin JC, Slatkin M, Nielsen R, Kelso J, Lachmann M, Reich D, Pääbo S. A draft sequence of the Neandertal genome.. Science 2010 May 7;328(5979):710-722.
- Salamon M, Tuross N, Arensburg B, Weiner S. Relatively well preserved DNA is present in the crystal aggregates of fossil bones.. Proc Natl Acad Sci U S A 2005 Sep 27;102(39):13783-8.
- Hedges REM. Bone diagenesis: an overview of processes.. Archaeometry 2002;44:319–328.
- Collins MJ, Nielsen-Marsh CM, Hiller Jm Smith CI, Roberts JP, Prigodich RV, Weiss TJ, Csapo J, Millard AR, Turner-Wlaker G. The survival of organic matter in bone: a review.. Archaeometry 2002;44:383–394.
- Campos PF, Craig OE, Turner-Walker G, Peacock E, Willerslev E, Gilbert MT. DNA in ancient bone - where is it located and how should we extract it?. Ann Anat 2012 Jan 20;194(1):7-16.
- Handt O, Krings M, Ward RH, Pääbo S. The retrieval of ancient human DNA sequences.. Am J Hum Genet 1996 Aug;59(2):368-76.
- Hart C, Lipson D, Ozsolak F, Raz T, Steinmann K, Thompson J, Milos PM. Single-molecule sequencing: sequence methods to enable accurate quantitation.. Methods Enzymol 2010;472:407-30.
- Briggs AW, Stenzel U, Johnson PL, Green RE, Kelso J, Prüfer K, Meyer M, Krause J, Ronan MT, Lachmann M, Pääbo S. Patterns of damage in genomic DNA sequences from a Neandertal.. Proc Natl Acad Sci U S A 2007 Sep 11;104(37):14616-21.
- Mitchell D, Willerslev E, Hansen A. Damage and repair of ancient DNA.. Mutat Res 2005 Apr 1;571(1-2):265-76.
- Brotherton P, Endicott P, Sanchez JJ, Beaumont M, Barnett R, Austin J, Cooper A. Novel high-resolution characterization of ancient DNA reveals C > U-type base modification events as the sole cause of post mortem miscoding lesions.. Nucleic Acids Res 2007;35(17):5717-28.
- Briggs AW, Stenzel U, Meyer M, Krause J, Kircher M, Pääbo S. Removal of deaminated cytosines and detection of in vivo methylation in ancient DNA.. Nucleic Acids Res 2010 Apr;38(6):e87.
- Xu X, Arnason U. The complete mitochondrial DNA sequence of the horse, Equus caballus: extensive heteroplasmy of the control region.. Gene 1994 Oct 21;148(2):357-62.
- Xu X, Gullberg A, Arnason U. The complete mitochondrial DNA (mtDNA) of the donkey and mtDNA comparisons among four closely related mammalian species-pairs.. J Mol Evol 1996 Nov;43(5):438-46.
- Xu S, Luosang J, Hua S, He J, Ciren A, Wang W, Tong X, Liang Y, Wang J, Zheng X. High altitude adaptation and phylogenetic analysis of Tibetan horse based on the mitochondrial genome.. J Genet Genomics 2007 Aug;34(8):720-9.
- Jiang Q, Wei Y, Huang Y, Jiang H, Guo Y, Lan G, Liao J. The complete mitochondrial genome and phylogenetic analysis of the Debao pony (Equus caballus).. Mol Biol Rep 2011 Jan;38(1):593-9.
- Goto H, Ryder OA, Fisher AR, Schultz B, Kosakovsky Pond SL, Nekrutenko A, Makova KD. A massively parallel sequencing approach uncovers ancient origins and high genetic variability of endangered Przewalski's horses.. Genome Biol Evol 2011;3:1096-106.
- R development Core Team. R: a language and environment for statistical computing.. Genome Biol Evol 2010.
- Lipson D, Raz T, Kieu A, Jones DR, Giladi E, Thayer E, Thompson JF, Letovsky S, Milos P, Causey M. Quantification of the yeast transcriptome by single-molecule sequencing.. Nat Biotechnol 2009 Jul;27(7):652-8.
- Bowers J, Mitchell J, Beer E, Buzby PR, Causey M, Efcavitch JW, Jarosz M, Krzymanska-Olejnik E, Kung L, Lipson D, Lowman GM, Marappan S, McInerney P, Platt A, Roy A, Siddiqi SM, Steinmann K, Thompson JF. Virtual terminator nucleotides for next-generation DNA sequencing.. Nat Methods 2009 Aug;6(8):593-5.
- Thompson JF, Steinmann KE. Single molecule sequencing with a HeliScope genetic analysis system.. Curr Protoc Mol Biol 2010 Oct;Chapter 7:Unit7.10.
- Li H, Durbin R. Fast and accurate short read alignment with Burrows-Wheeler transform.. Bioinformatics 2009 Jul 15;25(14):1754-60.
- Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.. Nucleic Acids Res 1997 Sep 1;25(17):3389-402.
- Ginolhac A, Rasmussen M, Gilbert MT, Willerslev E, Orlando L. mapDamage: testing for damage patterns in ancient DNA sequences.. Bioinformatics 2011 Aug 1;27(15):2153-5.
- Guindon S, Dufayard JF, Lefort V, Anisimova M, Hordijk W, Gascuel O. New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0.. Syst Biol 2010 May;59(3):307-21.
- Posada D. jModelTest: phylogenetic model averaging.. Mol Biol Evol 2008 Jul;25(7):1253-6.
Citations
This article has been cited 14 times.- Clavel P, Louis L, Sarkissian C, Thèves C, Gillet C, Chauvey L, Tressières G, Schiavinato S, Calvière-Tonasso L, Telmon N, Clavel B, Jonvel R, Tzortzis S, Bouniol L, Fémolant JM, Klunk J, Poinar H, Signoli M, Costedoat C, Spyrou MA, Seguin-Orlando A, Orlando L. Improving the extraction of ancient Yersinia pestis genomes from the dental pulp.. iScience 2023 May 19;26(5):106787.
- Honka J, Heino MT, Kvist L, Askeyev IV, Shaymuratova DN, Askeyev OV, Askeyev AO, Heikkinen ME, Searle JB, Aspi J. Over a Thousand Years of Evolutionary History of Domestic Geese from Russian Archaeological Sites, Analysed Using Ancient DNA.. Genes (Basel) 2018 Jul 20;9(7).
- Hahn A, Bendall ML, Gibson KM, Chaney H, Sami I, Perez GF, Koumbourlis AC, McCaffrey TA, Freishtat RJ, Crandall KA. Benchmark Evaluation of True Single Molecular Sequencing to Determine Cystic Fibrosis Airway Microbiome Diversity.. Front Microbiol 2018;9:1069.
- Souza CA, Murphy N, Villacorta-Rath C, Woodings LN, Ilyushkina I, Hernandez CE, Green BS, Bell JJ, Strugnell JM. Efficiency of ddRAD target enriched sequencing across spiny rock lobster species (Palinuridae: Jasus).. Sci Rep 2017 Jul 28;7(1):6781.
- Philips A, Stolarek I, Kuczkowska B, Juras A, Handschuh L, Piontek J, Kozlowski P, Figlerowicz M. Comprehensive analysis of microorganisms accompanying human archaeological remains.. Gigascience 2017 Jul 1;6(7):1-13.
- Leonardi M, Librado P, Der Sarkissian C, Schubert M, Alfarhan AH, Alquraishi SA, Al-Rasheid KA, Gamba C, Willerslev E, Orlando L. Evolutionary Patterns and Processes: Lessons from Ancient DNA.. Syst Biol 2017 Jan 1;66(1):e1-e29.
- Damgaard PB, Margaryan A, Schroeder H, Orlando L, Willerslev E, Allentoft ME. Improving access to endogenous DNA in ancient bones and teeth.. Sci Rep 2015 Jun 17;5:11184.
- Orlando L, Gilbert MT, Willerslev E. Reconstructing ancient genomes and epigenomes.. Nat Rev Genet 2015 Jul;16(7):395-408.
- Parks M, Lambert D. Impacts of low coverage depths and post-mortem DNA damage on variant calling: a simulation study.. BMC Genomics 2015 Jan 23;16(1):19.
- Der Sarkissian C, Allentoft ME, Ávila-Arcos MC, Barnett R, Campos PF, Cappellini E, Ermini L, Fernández R, da Fonseca R, Ginolhac A, Hansen AJ, Jónsson H, Korneliussen T, Margaryan A, Martin MD, Moreno-Mayar JV, Raghavan M, Rasmussen M, Velasco MS, Schroeder H, Schubert M, Seguin-Orlando A, Wales N, Gilbert MT, Willerslev E, Orlando L. Ancient genomics.. Philos Trans R Soc Lond B Biol Sci 2015 Jan 19;370(1660):20130387.
- Campana MG, Robles García N, Rühli FJ, Tuross N. False positives complicate ancient pathogen identifications using high-throughput shotgun sequencing.. BMC Res Notes 2014 Feb 25;7:111.
- Seguin-Orlando A, Schubert M, Clary J, Stagegaard J, Alberdi MT, Prado JL, Prieto A, Willerslev E, Orlando L. Ligation bias in illumina next-generation DNA libraries: implications for sequencing ancient genomes.. PLoS One 2013;8(10):e78575.
- 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.
- Schubert M, Ginolhac A, Lindgreen S, Thompson JF, Al-Rasheid KA, Willerslev E, Krogh A, Orlando L. Improving ancient DNA read mapping against modern reference genomes.. BMC Genomics 2012 May 10;13:178.
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