Skip to main content

Technical Advances and Challenges in Genome-Scale Analysis of Ancient DNA

  • Chapter
  • First Online:

Part of the book series: Population Genomics ((POGE))

Abstract

Through improvements in methods to recover ancient DNA (aDNA) and applications of high-throughput DNA sequencing technology, aDNA research has entered into a new era of paleogenomics. Technical advances, including improved knowledge of DNA degradation patterns, identification of variation in endogenous DNA yield in particular skeletal elements, and aDNA-specific modifications to DNA extraction and library construction methods, significantly improved aDNA recovery rates and conversion efficiency of aDNA into sequencing libraries. Thus, in recent years, this has enabled whole-genome sequencing of numerous ancient individuals and extinct species, as well as substantial growth in the volume of ancient DNA studies and sequence data. These ever-growing datasets as well as the degraded nature of ancient DNA have also brought in challenges and innovations to bioinformatic methods for data processing and analysis. Applications of bioinformatic tools should be proceeded with caution by evaluating their feasibility and accuracy on aDNA data, and more standardized analytical pipelines are in high demand. In this chapter, we provide an overview of some of the major technical advances and challenges in aDNA and paleogenomic research.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD   219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • Adler CJ, Haak W, Donlon D, Cooper A. Survival and recovery of DNA from ancient teeth and bones. J Archaeol Sci. 2011;38:956–64.

    Article  Google Scholar 

  • Alexander DH, Novembre J, Lange K. Fast model-based estimation of ancestry in unrelated individuals. Genome Res. 2009;19:1655–64.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Allaby RG, O'Donoghue K, Sallares R, Jones MK, Brown TA. Evidence for the survival of ancient DNA in charred wheat seeds from European archaeological sites. Anc Biomol. 1997;1:119–29.

    CAS  Google Scholar 

  • Allentoft ME, Collins M, Harker D, Haile J, Oskam CL, et al. The half-life of DNA in bone: measuring decay kinetics in 158 dated fossils. Proc Biol Sci. 2012;279:4724–33.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Allentoft ME, Sikora M, Sjogren KG, Rasmussen S, Rasmussen M, et al. Population genomics of Bronze Age Eurasia. Nature. 2015;522:167–72.

    Article  CAS  PubMed  Google Scholar 

  • Avila-Arcos MC, Cappellini E, Romero-Navarro JA, Wales N, Moreno-Mayar JV, et al. Application and comparison of large-scale solution-based DNA capture-enrichment methods on ancient DNA. Sci Rep. 2011;1:74.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Ávila-Arcos MC, Sandoval-Velasco M, Schroeder H, Carpenter ML, Malaspinas AS, Wales N, Peñaloza F, Bustamante CD, Gilbert MTP. Comparative performance of two whole-genome capture methodologies on ancient DNA Illumina libraries. Methods Ecol Evol. 2015;6:725–34.

    Article  Google Scholar 

  • Bakker FT. Herbarium genomics: plant archival DNA explored. In: Lindqvist C, Rajora OP, editors. Paleogenomics. Cham: Springer; 2018.

    Google Scholar 

  • Barlow A, Fortes GMG, Dalen L, Pinhasi R, Gasparyan B, Rabeder G, Frischchauf C, Paijmans JL, Hofreiter M. Massive influence of DNA isolation and library preparation approaches on palaeogenomic sequencing data. bioRxiv. 2016; https://doi.org/10.1101/075911.

  • Barnes I, Matheus P, Shapiro B, Jensen D, Cooper A. Dynamics of Pleistocene population extinctions in Beringian brown bears. Science. 2002;295:2267–70.

    Article  CAS  PubMed  Google Scholar 

  • Basler N, Xenikoudakis G, Westbury MV, Song L, Sheng G, Barlow A. Reduction of the contaminant fraction of DNA obtained from an ancient giant panda bone. BMC Res Notes. 2017;10:754.

    Article  PubMed  PubMed Central  Google Scholar 

  • Bennett EA, Massilani D, Lizzo G, Daligault J, Geigl EM, Grange T. Library construction for ancient genomics: single strand or double strand? Biotechniques. 2014;56:289–300.

    Article  CAS  PubMed  Google Scholar 

  • Bentley DR, Balasubramanian S, Swerdlow HP, Smith GP, Milton J, Brown CG, Hall KP, Evers DJ, Barnes CL, Bignell HR. Accurate whole human genome sequencing using reversible terminator chemistry. Nature. 2008;456:53–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bi K, Vanderpool D, Singhal S, Linderoth T, Moritz C, Good JM. Transcriptome-based exon capture enables highly cost-effective comparative genomic data collection at moderate evolutionary scales. BMC Genomics. 2012;13:403.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bilgic H, Hakki EE, Pandey A, Khan MK, Akkaya MS. Ancient DNA from 8400 year-old Çatalhöyük wheat: implications for the origin of neolithic agriculture. PLoS One. 2016;11(3):e0151974.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Blatter RHE, Jacomet S, Schlumbaum A. Spelt-specific alleles in HMW glutenin genes from modern and historical European spelt (Triticum spelta L.). Theor Appl Genet. 2002;104:329–37.

    Article  CAS  PubMed  Google Scholar 

  • Bodi K, Perera A, Adams P, Bintzler D, Dewar K, Grove D, Kieleczawa J, Lyons R, Neubert T, Noll A. Comparison of commercially available target enrichment methods for next-generation sequencing. J Biomol Tech. 2013;24:73–86.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Boessenkool S, Hanghoj K, Nistelberger HM, Der Sarkissian C, Gondek A, Orlando L, Barrett JH, Star B. Combining bleach and mild pre-digestion improves ancient DNA recovery from bones. Mol Ecol Resour. 2017;17:742–51.

    Article  CAS  PubMed  Google Scholar 

  • Bos KI, Schuenemann VJ, Golding GB, Burbano HA, Waglechner N, et al. A draft genome of Yersinia pestis from victims of the Black Death. Nature. 2011;478:506–10.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bos KI, Harkins KM, Herbig A, Coscolla M, Weber N, Comas I, Forrest SA, Bryant JM, Harris SR, Schuenemann VJ. Pre-Columbian mycobacterial genomes reveal seals as a source of New World human tuberculosis. Nature. 2014;514:494–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bos KI, Herbig A, Sahl J, Waglechner N, Fourment M, et al. Eighteenth century Yersinia pestis genomes reveal the long-term persistence of an historical plague focus. Elife. 2016;5:e12994.

    Article  PubMed  PubMed Central  Google Scholar 

  • Botigue L, Song S, Scheu A, Gopalan S, Pendleton A, et al. Ancient European dog genomes reveal continuity since the early Neolithic. Nat Commun. 2017;8:16082.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bouckaert R, Heled J, Kühnert D, Vaughan T, Wu C-H, Xie D, Suchard MA, Rambaut A, Drummond AJ. BEAST 2: a software platform for Bayesian evolutionary analysis. PLoS Comput Biol. 2014;10:e1003537.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Briggs AW, Heyn P. Preparation of next-generation sequencing libraries from damaged DNA. Methods Mol Biol. 2012;840:143–54.

    Article  CAS  PubMed  Google Scholar 

  • Briggs AW, Stenzel U, Johnson PLF, Green RE, Kelso J, et al. Patterns of damage in genomic DNA sequences from a Neandertal. Proc Natl Acad Sci U S A. 2007;104:14616–21.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Briggs AW, Good JM, Green RE, Krause J, Maricic T, et al. Targeted retrieval and analysis of five Neandertal mtDNA genomes. Science. 2009;325:318–21.

    Article  CAS  PubMed  Google Scholar 

  • Briggs AW, Stenzel U, Meyer M, Krause J, Kircher M, Paabo S. Removal of deaminated cytosines and detection of in vivo methylation in ancient DNA. Nucleic Acids Res. 2010;38:E87.

    Article  PubMed  CAS  Google Scholar 

  • Burbano HA, Hodges E, Green RE, Briggs AW, Krause J, et al. Targeted investigation of the Neandertal genome by array-based sequence capture. Science. 2010;328:723–5.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Carøe C, Gopalakrishnan S, Vinner L, Mak SS, Sinding MHS, Samaniego JA, Wales N, Sicheritz-Pontén T, Gilbert MTP. Single-tube library preparation for degraded DNA. Methods Ecol Evol. 2018;9:410–9.

    Article  Google Scholar 

  • Carpenter ML, Buenrostro JD, Valdiosera C, Schroeder H, Allentoft ME, et al. Pulling out the 1%: whole-genome capture for the targeted enrichment of ancient DNA sequencing libraries. Am J Hum Genet. 2013;93:852–64.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cassidy LM, Martiniano R, Murphy EM, Teasdale MD, Mallory J, Hartwell B, Bradley DG. Neolithic and Bronze Age migration to Ireland and establishment of the insular Atlantic genome. Proc Natl Acad Sci U S A. 2016;113:368–73.

    Article  CAS  PubMed  Google Scholar 

  • Castellano S, Parra G, Sanchez-Quinto FA, Racimo F, Kuhlwilm M, et al. Patterns of coding variation in the complete exomes of three Neandertals. Proc Natl Acad Sci U S A. 2014;111:6666–71.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cooper A. Reply to Stoneking: ancient DNA – how do you really know when you have it? Am J Hum Genet. 1997;60:1001.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Cooper A, Poinar HN. Ancient DNA: do it right or not at all. Science. 2000;289:1139.

    Article  CAS  PubMed  Google Scholar 

  • Cosart T, Beja-Pereira A, Chen S, Ng SB, Shendure J, Luikart G. Exome-wide DNA capture and next generation sequencing in domestic and wild species. BMC Genomics. 2011;12:347.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cote NML, Daligault J, Pruvost M, Bennett EA, Gorge O, Guimaraes S, Capelli N, Le Bailly M, Geigl E-M, Grange T. A new high-throughput approach to genotype ancient human gastrointestinal parasites. PLoS One. 2016;11:e0146230.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Cruz-Dávalos DI, Llamas B, Gaunitz C, Fages A, Gamba C, et al. Experimental conditions improving in-solution target enrichment for ancient DNA. Mol Ecol Resour. 2017;17:508–22.

    Article  PubMed  CAS  Google Scholar 

  • da Fonseca RR, Smith BD, Wales N, Cappellini E, Skoglund P, et al. The origin and evolution of maize in the Southwestern United States. Nat Plants. 2015;1:14003.

    Article  PubMed  Google Scholar 

  • Dabney J, Knapp M, Glocke I, Gansauge M-T, Weihmann A, et al. Complete mitochondrial genome sequence of a Middle Pleistocene cave bear reconstructed from ultrashort DNA fragments. Proc Natl Acad Sci U S A. 2013;110:15758–63.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • 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;5:11184.

    Article  PubMed  PubMed Central  Google Scholar 

  • Duggan Ana T, Perdomo Maria F, Piombino-Mascali D, Jankauskas R, Marciniak S, et al. 17(th) century variola virus reveals the recent history of smallpox. Curr Biol. 2016;26:3407–12.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dumolin-Lapègue S, Pemonge MH, Gielly L, Taberlet P, Petit RJ. Amplification of oak DNA from ancient and modern wood. Mol Ecol. 1999;8:2137–40.

    Article  PubMed  Google Scholar 

  • Durand EY, Patterson N, Reich D, Slatkin M. Testing for ancient admixture between closely related populations. Mol Biol Evol. 2011;28:2239–52.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Enk J, Rouillard J-M, Poinar H. Quantitative PCR as a predictor of aligned ancient DNA read counts following targeted enrichment. Biotechniques. 2013;55:300–9.

    Article  CAS  PubMed  Google Scholar 

  • Enk JM, Devault AM, Kuch M, Murgha YE, Rouillard J-M, Poinar HN. Ancient whole genome enrichment using baits built from modern DNA. Mol Biol Evol. 2014;31:1292–4.

    Article  CAS  PubMed  Google Scholar 

  • Ermini L, Olivieri C, Rizzi E, Corti G, Bonnal R, et al. Complete mitochondrial genome sequence of the Tyrolean Iceman. Curr Biol. 2008;18:1687–93.

    Article  CAS  PubMed  Google Scholar 

  • Fortes GG, Paijmans JL. Quality control of isothermal amplified DNA based on short tandem repeat analysis. In: Methods in molecular biology. New York, NY: Springer; 2015a. p. 179–95.

    Google Scholar 

  • Fortes GG, Paijmans JL. Analysis of whole mitogenomes from ancient samples. Methods Mol Biol. 2015b;1347:179–95.

    Article  CAS  PubMed  Google Scholar 

  • Frantz LAF, Mullin VE, Pionnier-Capitan M, Lebrasseur O, Ollivier M, et al. Genomic and archaeological evidence suggest a dual origin of domestic dogs. Science. 2016;352:1228–31.

    Article  CAS  PubMed  Google Scholar 

  • Fu QM, Meyer M, Gao X, Stenzel U, Burbano HA, Kelso J, Paabo S. DNA analysis of an early modern human from Tianyuan Cave, China. Proc Natl Acad Sci U S A. 2013a;110:2223–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fu Q, Mittnik A, Johnson PLF, Bos K, Lari M, et al. A revised timescale for human evolution based on ancient mitochondrial genomes. Curr Biol. 2013b;23:553–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fu Q, Li H, Moorjani P, Jay F, Slepchenko SM, et al. Genome sequence of a 45,000-year-old modern human from western Siberia. Nature. 2014;514:445–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fu Q, Posth C, Hajdinjak M, Petr M, Mallick S, et al. The genetic history of Ice Age Europe. Nature. 2016;534:200–5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gamba C, Jones ER, Teasdale MD, McLaughlin RL, Gonzalez-Fortes G, et al. Genome flux and stasis in a five millennium transect of European prehistory. Nat Commun. 2014;5:5257.

    Article  CAS  PubMed  Google Scholar 

  • Gamba C, Hanghoj K, Gaunitz C, Alfarhan AH, Alquraishi SA, Al-Rasheid KAS, Bradley DG, Orlando L. Comparing the performance of three ancient DNA extraction methods for high-throughput sequencing. Mol Ecol Resour. 2016;16:459–69.

    Article  CAS  PubMed  Google Scholar 

  • Gansauge M-T, Meyer M. Single-stranded DNA library preparation for the sequencing of ancient or damaged DNA. Nat Protoc. 2013;8:737–48.

    Article  PubMed  CAS  Google Scholar 

  • Gansauge M-T, Gerber T, Glocke I, Korlević P, Lippik L, Nagel S, Riehl LM, Schmidt A, Meyer M. Single-stranded DNA library preparation from highly degraded DNA using T4 DNA ligase. Nucleic Acids Res. 2017;45:e79.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gilbert MTP, Wilson AS, Bunce M, Hansen AJ, Willerslev E, et al. Ancient mitochondrial DNA from hair. Curr Biol. 2004;14:R463–4.

    Article  CAS  PubMed  Google Scholar 

  • Gilbert MTP, Bandelt H-J, Hofreiter M, Barnes I. Assessing ancient DNA studies. Trends Ecol Evol. 2005;20:541–4.

    Article  PubMed  Google Scholar 

  • Ginolhac A, Rasmussen M, Gilbert MTP, Willerslev E, Orlando L. mapDamage: testing for damage patterns in ancient DNA sequences. Bioinformatics. 2011;27:2153–5.

    Article  CAS  PubMed  Google Scholar 

  • Gnirke A, Melnikov A, Maguire J, Rogov P, LeProust EM, Brockman W, Fennell T, Giannoukos G, Fisher S, Russ C. Solution hybrid selection with ultra-long oligonucleotides for massively parallel targeted sequencing. Nat Biotechnol. 2009;27:182–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Green RE, Krause J, Ptak SE, Briggs AW, Ronan MT, et al. Analysis of one million base pairs of Neanderthal DNA. Nature. 2006;444:330–6.

    Article  CAS  PubMed  Google Scholar 

  • Green RE, Malaspinas AS, Krause J, Briggs AW, Johnson PLF, et al. A complete Neandertal mitochondrial genome sequence determined by high-throughput sequencing. Cell. 2008;134:416–26.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Green RE, Krause J, Briggs AW, Maricic T, Stenzel U, et al. A draft sequence of the neandertal genome. Science. 2010;328:710–22.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Greig K, Boocock J, Prost S, Horsburgh KA, Jacomb C, Walter R, Matisoo-Smith E. Complete mitochondrial genomes of New Zealand’s first dogs. PLoS One. 2015;10:e0138536.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Gronau I, Hubisz MJ, Gulko B, Danko CG, Siepel A. Bayesian inference of ancient human demography from individual genome sequences. Nat Genet. 2011;43:1031–4.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gugerli F, Parducci L, Petit RJ. Ancient plant DNA: review and prospects. New Phytol. 2005;166:409–18.

    Article  CAS  PubMed  Google Scholar 

  • Guindon S, Dufayard J-F, 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;59:307–21.

    Article  CAS  PubMed  Google Scholar 

  • Gutaker RM, Reiter E, Furtwängler A, Schuenemann VJ, Burbano HA. Extraction of ultrashort DNA molecules from herbarium specimens. Biotechniques. 2017;62:76–9.

    Article  CAS  PubMed  Google Scholar 

  • Haak W, Lazaridis I, Patterson N, Rohland N, Mallick S, et al. Massive migration from the steppe was a source for Indo-European languages in Europe. Nature. 2015;522:207–11.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hagelberg E, Clegg JB. Isolation and characterization of DNA from archaeological bone. Proc R Soc Lond B Biol Sci. 1991;244:45–50.

    Article  CAS  Google Scholar 

  • Hagelberg E, Sykes B, Hedges R. Ancient bone DNA amplified. Nature. 1989;342:485.

    Article  CAS  PubMed  Google Scholar 

  • Hagelberg E, Thomas MG, Cook CE Jr, Sher AV, Baryshnikov GF, Lister AM. DNA from ancient mammoth bones. Nature. 1994;370:333–4.

    Article  CAS  PubMed  Google Scholar 

  • Hahn C, Bachmann L, Chevreux B. Reconstructing mitochondrial genomes directly from genomic next-generation sequencing reads – a baiting and iterative mapping approach. Nucleic Acids Res. 2013;41:e129.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Handt O, Krings M, Ward RH, Pääbo S. The retrieval of ancient human DNA sequences. Am J Hum Genet. 1996;59:368–76.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Hansen HB, Damgaard PB, Margaryan A, Stenderup J, Lynnerup N, Willerslev E, Allentoft ME. Comparing ancient DNA preservation in petrous bone and tooth cementum. PLoS One. 2017;12:e0170940.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Heintzman PD, Soares AE, Chang D, Shapiro B. Paleogenomics. In: Meyers RA, editor. Reviews in cell biology and molecular medicine. Weinheim: Wiley; 2015.

    Google Scholar 

  • Helgason A, Palsson S, Lalueza-Fox C, Ghosh S, Sigurdardottir S, Baker A, Hrafnkelsson B, Arnadottir L, Thorsteinsdottir U, Stefansson K. A statistical approach to identify ancient template DNA. J Mol Evol. 2007;65:92–102.

    Article  CAS  PubMed  Google Scholar 

  • Higgins D, Kaidonis J, Townsend G, Hughes T, Austin JJ. Targeted sampling of cementum for recovery of nuclear DNA from human teeth and the impact of common decontamination measures. Investigative Genet. 2013;4:18.

    Article  CAS  Google Scholar 

  • Higuchi R, Bowman B, Freiberger M, Ryder OA, Wilson AC. DNA sequences from the quagga, an extinct member of the horse family. Nature. 1984;312:282–4.

    Article  CAS  PubMed  Google Scholar 

  • Hodges E, Xuan Z, Balija V, Kramer M, Molla MN, Smith SW, Middle CM, Rodesch MJ, Albert TJ, Hannon GJ. Genome-wide in situ exon capture for selective resequencing. Nat Genet. 2007;39:1522–7.

    Article  CAS  PubMed  Google Scholar 

  • Hofmanova Z, Kreutzer S, Hellenthal G, Sell C, Diekmann Y, et al. Early farmers from across Europe directly descended from Neolithic Aegeans. Proc Natl Acad Sci U S A. 2016;113:6886–91.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hofreiter M, Paijmans JLA, Goodchild H, Speller CF, Barlow A, Fortes GG, Thomas JA, Ludwig A, Collins MJ. The future of ancient DNA: technical advances and conceptual shifts. Bioessays. 2015;37:284–93.

    Article  PubMed  Google Scholar 

  • Hughey JR, Braga JC, Aguirre J, Woelkerling WJ, Webster JM. Analysis of ancient DNA from fossil corallines (Corallinales, Rhodophyta). J Phycol. 2008;44:374–83.

    Article  CAS  PubMed  Google Scholar 

  • Jaenicke-Despres V, Buckler ES, Smith BD, Gilbert MTP, Cooper A, Doebley J, Paabo S. Early allelic selection in maize as revealed by ancient DNA. Science. 2003;302:1206–8.

    Article  CAS  PubMed  Google Scholar 

  • Jeong C, Ozga AT, Witonsky DB, Malmstrom H, Edlund H, et al. Long-term genetic stability and a high-altitude East Asian origin for the peoples of the high valleys of the Himalayan arc. Proc Natl Acad Sci U S A. 2016;113:7485–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jones ER, Gonzalez-Fortes G, Connell S, Siska V, Eriksson A, et al. Upper Palaeolithic genomes reveal deep roots of modern Eurasians. Nat Commun. 2015;6:8912.

    Article  CAS  PubMed  Google Scholar 

  • Jonsson H, Ginolhac A, Schubert M, Johnson PLF, Orlando L. mapDamage2.0: fast approximate Bayesian estimates of ancient DNA damage parameters. Bioinformatics. 2013;29:1682–4.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Keller A, Graefen A, Ball M, Matzas M, Boisguerin V, et al. New insights into the Tyrolean Iceman’s origin and phenotype as inferred by whole-genome sequencing. Nat Commun. 2012;3:698.

    Article  PubMed  CAS  Google Scholar 

  • Kircher M. Analysis of high-throughput ancient DNA sequencing data. Methods Mol Biol. 2012;840:197–228.

    Article  CAS  PubMed  Google Scholar 

  • Kistler L, Ware R, Smith O, Collins M, Allaby RG. A new model for ancient DNA decay based on paleogenomic meta-analysis. Nucleic Acids Res. 2017;45:6310–20.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Korlevic P, Gerber T, Gansauge MT, Hajdinjak M, Nagel S, Aximu-Petri A, Meyer M. Reducing microbial and human contamination in DNA extractions from ancient bones and teeth. Biotechniques. 2015;59:87–93.

    Article  CAS  PubMed  Google Scholar 

  • Korneliussen TS, Albrechtsen A, Nielsen R. ANGSD: analysis of next generation sequencing data. BMC Bioinformatics. 2014;15:356.

    Article  PubMed  PubMed Central  Google Scholar 

  • Krause J, Briggs AW, Kircher M, Maricic T, Zwyns N, Derevianko A, Paabo S. A complete mtDNA genome of an early modern human from Kostenki, Russia. Curr Biol. 2010;20:231–6.

    Article  CAS  PubMed  Google Scholar 

  • Lan T, Gill S, Bellemain E, Bischof R, Nawaz MA, Lindqvist C. Evolutionary history of enigmatic bears in the Tibetan Plateau-Himalaya region and the identity of the yeti. Proc R Soc B. 2017;284:20171804.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Lazaridis I, Patterson N, Mittnik A, Renaud G, Mallick S, et al. Ancient human genomes suggest three ancestral populations for present-day Europeans. Nature. 2014;513:409–13.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Leppälä K, Nielsen SV, Mailund T. Admixturegraph: an R package for admixture graph manipulation and fitting. Bioinformatics. 2017;33:1738–40.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Li H, Durbin R. Fast and accurate long-read alignment with Burrows-Wheeler transform. Bioinformatics. 2010;26:589–95.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Li H, Durbin R. Inference of human population history from individual whole-genome sequences. Nature. 2011;475:493–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • 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;25:2078–9.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Li C, Hofreiter M, Straube N, Corrigan S, Naylor GJ. Capturing protein-coding genes across highly divergent species. Biotechniques. 2013;54:321–6.

    Article  CAS  PubMed  Google Scholar 

  • Librado P, Sarkissian CD, Ermini L, Schubert M, Jonsson H, et al. Tracking the origins of Yakutian horses and the genetic basis for their fast adaptation to subarctic environments. Proc Natl Acad Sci U S A. 2015;112:E6889–97.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Liepelt S, Sperisen C, Deguilloux MF, Petit RJ, Kissling R, Spencer M, Beaulieu JL, Taberlet P, Gielly L, Ziegenhagen B. Authenticated DNA from ancient wood remains. Ann Bot. 2006;98:1107–11.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lindahl T. Instability and decay of the primary structure of DNA. Nature. 1993;362:709–15.

    Article  CAS  PubMed  Google Scholar 

  • Lipson M, Loh P-R, Patterson N, Moorjani P, Ko Y-C, Stoneking M, Berger B, Reich D. Reconstructing Austronesian population history in island Southeast Asia. Nat Commun. 2014;5:4689.

    Article  CAS  PubMed  Google Scholar 

  • Mak SST, Gopalakrishnan S, Carøe C, Geng C, Liu S, et al. Comparative performance of the BGISEQ-500 vs Illumina HiSeq2500 sequencing platforms for palaeogenomic sequencing. Gigascience. 2017;6:1–13.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Mamanova L, Coffey AJ, Scott CE, Kozarewa I, Turner EH, Kumar A, Howard E, Shendure J, Turner DJ. Target-enrichment strategies for next-generation sequencing. Nat Methods. 2010;7:111–8.

    Article  CAS  PubMed  Google Scholar 

  • Margulies M, Egholm M, Altman WE, Attiya S, Bader JS, Bemben LA, Berka J, Braverman MS, Chen Y-J, Chen Z. Genome sequencing in microfabricated high-density picolitre reactors. Nature. 2005;437:376–80.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maricic T, Paabo S. Optimization of 454 sequencing library preparation from small amounts of DNA permits sequence determination of both DNA strands. Biotechniques. 2009;46:51–2, 54–7.

    Article  CAS  PubMed  Google Scholar 

  • Maricic T, Whitten M, Paabo S. Multiplexed DNA sequence capture of mitochondrial genomes using PCR products. PLoS One. 2010;5:e14004.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Mascher M, Schuenemann VJ, Davidovich U, Marom N, Himmelbach A, et al. Genomic analysis of 6,000-year-old cultivated grain illuminates the domestication history of barley. Nat Genet. 2016;48:1089–93.

    Article  CAS  PubMed  Google Scholar 

  • McCormack JE, Tsai WLE, Faircloth BC. Sequence capture of ultraconserved elements from bird museum specimens. Mol Ecol Resour. 2016;16:1189–203.

    Article  CAS  PubMed  Google Scholar 

  • McKenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky A, Garimella K, Altshuler D, Gabriel S, Daly M. The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 2010;20:1297–303.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Meyer M, Kircher M. Illumina sequencing library preparation for highly multiplexed target capture and sequencing. Cold Spring Harb Protoc. 2010;2010:pdb.prot5448.

    Article  PubMed  Google Scholar 

  • Meyer M, Kircher M, Gansauge M-T, Li H, Racimo F, et al. A high-coverage genome sequence from an archaic denisovan individual. Science. 2012;338:222–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Miller W, Drautz DI, Ratan A, Pusey B, Qi J, et al. Sequencing the nuclear genome of the extinct woolly mammoth. Nature. 2008;456:387–90.

    Article  CAS  PubMed  Google Scholar 

  • Miller W, Schuster SC, Welch AJ, Ratan A, Bedoya-Reina OC, et al. Polar and brown bear genomes reveal ancient admixture and demographic footprints of past climate change. Proc Natl Acad Sci. 2012;109:E2382–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mohandesan E, Speller CF, Peters J, Uerpmann HP, Uerpmann M, De Cupere B, Hofreiter M, Burger PA. Combined hybridization capture and shotgun sequencing for ancient DNA analysis of extinct wild and domestic dromedary camel. Mol Ecol Resour. 2017;17:300–19.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Nieves-Colón MA, Ozga AT, Pestle WJ, Cucina A, Tiesler V, Stanton TW, Stone AC. Comparison of two ancient DNA extraction protocols for skeletal remains from tropical environments. bioRxiv. 2017:184119.

    Google Scholar 

  • Olalde I, Allentoft ME, Sanchez-Quinto F, Santpere G, Chiang CWK, et al. Derived immune and ancestral pigmentation alleles in a 7,000-year-old Mesolithic European. Nature. 2014;507:225–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Orlando L, Ginolhac A, Raghavan M, Vilstrup J, Rasmussen M, et al. True single-molecule DNA sequencing of a pleistocene horse bone. Genome Res. 2011;21:1705–19.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Orlando L, Ginolhac A, Zhang GJ, Froese D, Albrechtsen A, et al. Recalibrating Equus evolution using the genome sequence of an early Middle Pleistocene horse. Nature. 2013;499:74–8.

    Article  CAS  PubMed  Google Scholar 

  • Orlando L, Gilbert MTP, Willerslev E. Reconstructing ancient genomes and epigenomes. Nat Rev Genet. 2015;16:395–408.

    Article  CAS  PubMed  Google Scholar 

  • O’Rourke DH, Hayes MG, Carlyle SW. Ancient DNA studies in physical anthropology. Ann Rev Anthropol. 2000;29:217–42.

    Article  Google Scholar 

  • Pääbo S. Molecular cloning of ancient Egyptian mummy DNA. Nature. 1985;314:644–5.

    Article  PubMed  Google Scholar 

  • Pääbo S. Ancient DNA: extraction, characterization, molecular cloning, and enzymatic amplification. Proc Natl Acad Sci. 1989;86:1939–43.

    Article  PubMed  PubMed Central  Google Scholar 

  • 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.

    Article  PubMed  CAS  Google Scholar 

  • Paijmans JLA, Fickel J, Courtiol A, Hofreiter M, Forster DW. Impact of enrichment conditions on cross-species capture of fresh and degraded DNA. Mol Ecol Resour. 2016;16:42–55.

    Article  CAS  PubMed  Google Scholar 

  • Palkopoulou E, Mallick S, Skoglund P, Enk J, Rohland N, et al. Complete genomes reveal signatures of demographic and genetic declines in the woolly mammoth. Curr Biol. 2015;25:1395–400.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Parducci L, Nota K, Wood J. Reconstructing past vegetation communities using ancient DNA from Lake sediments. In: Lindqvist C, Rajora OP, editors. Paleogenomics. Cham: Springer; 2018.

    Google Scholar 

  • Park SDE, Magee DA, McGettigan PA, Teasdale MD, Edwards CJ, et al. Genome sequencing of the extinct Eurasian wild aurochs, Bos primigenius, illuminates the phylogeography and evolution of cattle. Genome Biol. 2015;16:234.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Patterson N, Moorjani P, Luo Y, Mallick S, Rohland N, Zhan Y, Genschoreck T, Webster T, Reich D. Ancient admixture in human history. Genetics. 2012;192:1065–93.

    Article  PubMed  PubMed Central  Google Scholar 

  • Peltzer A, Jager G, Herbig A, Seitz A, Kniep C, Krause J, Nieselt K. EAGER: efficient ancient genome reconstruction. Genome Biol. 2016;17

    Google Scholar 

  • Peñalba JV, Smith LL, Tonione MA, Sass C, Hykin SM, Skipwith PL, McGuire JA, Bowie RC, Moritz C. Sequence capture using PCR-generated probes: a cost-effective method of targeted high-throughput sequencing for nonmodel organisms. Mol Ecol Resour. 2014;14:1000–10.

    PubMed  Google Scholar 

  • Pickrell JK, Pritchard JK. Inference of population splits and mixtures from genome-wide allele frequency data. PLoS Genet. 2012;8:e1002967.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pinhasi R, Fernandes D, Sirak K, Novak M, Connell S, et al. Optimal ancient DNA yields from the inner ear part of the human petrous bone. PLoS One. 2015;10:e0129102.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Poinar HN. The genetic secrets some fossils hold. Acc Chem Res. 2002;35:676–84.

    Article  CAS  PubMed  Google Scholar 

  • Poinar HN, Hofreiter M, Spaulding WG, Martin PS, Stankiewicz BA, Bland H, Evershed RP, Possnert G, Paabo S. Molecular coproscopy: dung and diet of the extinct ground sloth Nothrotheriops shastensis. Science. 1998;281:402–6.

    Article  CAS  PubMed  Google Scholar 

  • Poinar HN, Schwarz C, Qi J, Shapiro B, MacPhee RDE, et al. Metagenomics to paleogenomics: large-scale sequencing of mammoth DNA. Science. 2006;311:392–4.

    Article  CAS  PubMed  Google Scholar 

  • Pollmann B, Jacomet S, Schlumbaum A. Morphological and genetic studies of waterlogged Prunus species from the Roman vicus Tasgetium (Eschenz, Switzerland). J Archaeol Sci. 2005;32:1471–80.

    Article  Google Scholar 

  • Price AL, Patterson NJ, Plenge RM, Weinblatt ME, Shadick NA, Reich D. Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet. 2006;38:904–9.

    Article  CAS  PubMed  Google Scholar 

  • Pritchard JK, Stephens M, Donnelly P. Inference of population structure using multilocus genotype data. Genetics. 2000;155:945–59.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Prufer K, Racimo F, Patterson N, Jay F, Sankararaman S, et al. The complete genome sequence of a Neanderthal from the Altai Mountains. Nature. 2014;505:43–9.

    Article  PubMed  CAS  Google Scholar 

  • Raghavan M, Skoglund P, Graf KE, Metspalu M, Albrechtsen A, et al. Upper Palaeolithic Siberian genome reveals dual ancestry of Native Americans. Nature. 2014;505:87–91.

    Article  PubMed  CAS  Google Scholar 

  • Rajaraman A, Tannier E, Chauve C. FPSAC: fast phylogenetic scaffolding of ancient contigs. Bioinformatics. 2013;29:2987–94.

    Article  CAS  PubMed  Google Scholar 

  • Ramos-Madrigal J, Smith BD, Moreno-Mayar JV, Gopalakrishnan S, Ross-Ibarra J, Gilbert MTP, Wales N. Genome sequence of a 5,310-year-old maize cob provides insights into the early stages of maize domestication. Curr Biol. 2016;26:3195–201.

    Article  CAS  PubMed  Google Scholar 

  • Rasmussen M, Li Y, Lindgreen S, Pedersen JS, Albrechtsen A, et al. Ancient human genome sequence of an extinct Palaeo-Eskimo. Nature. 2010;463:757–62.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rasmussen M, Anzick SL, Waters MR, Skoglund P, DeGiorgio M, et al. The genome of a Late Pleistocene human from a Clovis burial site in western Montana. Nature. 2014;506:225–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Reich D, Green RE, Kircher M, Krause J, Patterson N, et al. Genetic history of an archaic hominin group from Denisova Cave in Siberia. Nature. 2010;468:1053–60.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Renaud G, Slon V, Duggan AT, Kelso J. Schmutzi: estimation of contamination and endogenous mitochondrial consensus calling for ancient DNA. Genome Biol. 2015;16:224.

    Article  PubMed  PubMed Central  Google Scholar 

  • Richards MB, Sykes BC, Hedges REM. Authenticating DNA extracted from ancient skeletal remains. J Archaeol Sci. 1995;22:291–9.

    Article  Google Scholar 

  • Rohland N, Hofreiter M. Ancient DNA extraction from bones and teeth. Nat Protoc. 2007;2:1756–62.

    Article  CAS  PubMed  Google Scholar 

  • Rohland N, Siedel H, Hofreiter M. A rapid column-based ancient DNA extraction method for increased sample throughput. Mol Ecol Resour. 2010;10:677–83.

    Article  CAS  PubMed  Google Scholar 

  • Rohland N, Harney E, Mallick S, Nordenfelt S, Reich D. Partial uracil – DNA – glycosylase treatment for screening of ancient DNA. Philos T R Soc B. 2015;370:20130624.

    Article  CAS  Google Scholar 

  • Ronquist F, Huelsenbeck JP. MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics. 2003;19:1572–4.

    Article  CAS  PubMed  Google Scholar 

  • Sánchez Barreiro F, Vieira FG, Martin MD, Haile J, Gilbert MTP, Wales N. Characterizing restriction enzyme-associated loci in historic ragweed (Ambrosia artemisiifolia) voucher specimens using custom-designed RNA probes. Mol Ecol Resour. 2017;17:209–20.

    Article  PubMed  CAS  Google Scholar 

  • Sandoval-Velasco M, Lundstrøm IK, Wales N, Ávila-Arcos MC, Schroeder H, Gilbert MTP. Relative performance of two DNA extraction and library preparation methods on archaeological human teeth samples. Sci Technol Archaeol Res. 2017;3:80–8.

    Google Scholar 

  • Sarkissian CD, Allentoft ME, Avila-Arcos MC, Barnett R, Campos PF, et al. Ancient genomics. Philos T R Soc B. 2015;370:20130387.

    Article  CAS  Google Scholar 

  • Schlumbaum A, Jacomet S, Neuhaus JM. Coexistence of tetraploid and hexaploid naked wheat in a neolithic lake dwelling of Central Europe: evidence from morphology and ancient DNA. J Archaeol Sci. 1998;25:1111–8.

    Article  Google Scholar 

  • Schlumbaum A, Tensen M, Jaenicke-Despres V. Ancient plant DNA in archaeobotany. Veg Hist Archaeobotany. 2008;17:233–44.

    Article  Google Scholar 

  • Schroeder H, Avila-Arcos MC, Malaspinas A-S, Poznik GD, Sandoval-Velasco M, et al. Genome-wide ancestry of 17th-century enslaved Africans from the Caribbean. Proc Natl Acad Sci U S A. 2015;112:3669–73.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schubert M, Ginolhac A, Lindgreen S, Thompson JF, Al-Rasheid KAS, Willerslev E, Krogh A, Orlando L. Improving ancient DNA read mapping against modern reference genomes. BMC Genomics. 2012;13:178.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schubert M, Ermini L, Sarkissian CD, Jonsson H, Ginolhac A, et al. Characterization of ancient and modern genomes by SNP detection and phylogenomic and metagenomic analysis using PALEOMIX. Nat Protoc. 2014;9:1056–82.

    Article  CAS  PubMed  Google Scholar 

  • Schuenemann VJ, Bos K, DeWitte S, Schmedes S, Jamieson J, et al. 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;108:E746–52.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schuenemann VJ, Singh P, Mendum TA, Krause-Kyora B, Jager G, et al. Genome-wide comparison of medieval and modern Mycobacterium leprae. Science. 2013;341:179–83.

    Article  CAS  PubMed  Google Scholar 

  • 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:e78575.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Seguin-Orlando A, Korneliussen TS, Sikora M, Malaspinas AS, Manica A, et al. Genomic structure in Europeans dating back at least 36,200 years. Science. 2014;346:1113–8.

    Article  CAS  PubMed  Google Scholar 

  • Skoglund P, Northoff BH, Shunkov MV, Derevianko AP, Paabo S, Krause J, Jakobsson M. Separating endogenous ancient DNA from modern day contamination in a Siberian Neandertal. Proc Natl Acad Sci U S A. 2014;111:2229–34.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Skotte L, Korneliussen TS, Albrechtsen A. Estimating individual admixture proportions from next generation sequencing data. Genetics. 2013;195:693–702.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Smith CI, Chamberlain AT, Riley MS, Cooper A, Stringer CB, Collins MJ. Neanderthal DNA: not just old but old and cold? Nature. 2001;410:771–2.

    Article  CAS  PubMed  Google Scholar 

  • Smith CI, Chamberlain AT, Riley MS, Stringer C, Collins MJ. The thermal history of human fossils and the likelihood of successful DNA amplification. J Hum Evol. 2003;45:203–17.

    Article  PubMed  Google Scholar 

  • Spyrou MA, Tukhbatova RI, Feldman M, Drath J, Kacki S, et al. Historical Y. pestis genomes reveal the European Black Death as the source of ancient and modern plague pandemics. Cell Host Microbe. 2016;19:874–81.

    Article  CAS  PubMed  Google Scholar 

  • Stamatakis A. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics. 2014;30:1312–3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Turki T, Roshan U. MaxSSmap: a GPU program for mapping divergent short reads to genomes with the maximum scoring subsequence. BMC Genomics. 2014;15:969.

    Article  PubMed  PubMed Central  Google Scholar 

  • Vilstrup JT, Seguin-Orlando A, Stiller M, Ginolhac A, Raghavan M, et al. Mitochondrial phylogenomics of modern and ancient equids. PLoS One. 2013;8:e55950.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wales N, Andersen K, Cappellini E, Ávila-Arcos MC, Gilbert MTP. Optimization of DNA recovery and amplification from non-carbonized archaeobotanical remains. PLoS One. 2014;9:e86827.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Ward R, Stringer C. Standards for research on ancient DNA. Nature. 1997;388:226.

    Article  CAS  Google Scholar 

  • Warinner C, Rodrigues JFM, Vyas R, Trachsel C, Shved N, et al. Pathogens and host immunity in the ancient human oral cavity. Nat Genet. 2014;46:336–44.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Willerslev E, Cooper A. Ancient DNA. Proc R Soc Lond B Biol Sci. 2005;272:3–16.

    CAS  Google Scholar 

  • Yang DY, Eng B, Waye JS, Dudar JC, Saunders SR. Technical note: improved DNA extraction from ancient bones using silica-based spin columns. Am J Phys Anthropol. 1998;105:539–43.

    Article  CAS  PubMed  Google Scholar 

  • Zhang HC, Paijmans JLA, Chang FQ, Wu XH, Chen GJ, et al. Morphological and genetic evidence for early Holocene cattle management in northeastern China. Nat Commun. 2013;4:2755.

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Charlotte Lindqvist .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Lan, T., Lindqvist, C. (2018). Technical Advances and Challenges in Genome-Scale Analysis of Ancient DNA. In: Lindqvist, C., Rajora, O. (eds) Paleogenomics. Population Genomics. Springer, Cham. https://doi.org/10.1007/13836_2018_54

Download citation

Publish with us

Policies and ethics