Fast, Accurate and Automatic Ancient Nucleosome and Methylation Maps with epiPALEOMIX

被引:26
作者
Hanghoj, Kristian [1 ,2 ]
Seguin-Orlando, Andaine [1 ,3 ]
Schubert, Mikkel [1 ]
Madsen, Tobias [4 ,5 ]
Pedersen, Jakob Skou [4 ,5 ]
Willerslev, Eske [1 ,6 ,7 ]
Orlando, Ludovic [1 ,2 ]
机构
[1] Univ Copenhagen, Ctr GeoGenet, Nat Hist Museum Denmark, Copenhagen, Denmark
[2] Univ Paul Sabatier, Univ Toulouse, Lab Anthropobiol Mol & Imagerie Synth, Toulouse, France
[3] Univ Copenhagen, Danish Natl High Throughput DNA Sequencing Ctr, Nat Hist Museum Denmark, Copenhagen, Denmark
[4] Aarhus Univ Hosp, Dept Mol Med MOMA, Aarhus, Denmark
[5] Aarhus Univ, Bioinformat Res Ctr BiRC, Aarhus, Denmark
[6] Univ Cambridge, Dept Zool, Cambridge, England
[7] Wellcome Trust Sanger Inst, Wellcome Genome Campus, Cambridge, England
基金
新加坡国家研究基金会;
关键词
ancient DNA; epigenome; DNA methylation; nucleosome; IN-VIVO METHYLATION; DNA METHYLATION; GENOME SEQUENCE; EARLY FARMERS; DAMAGED DNA; HUMAN-CELLS; REVEAL; NEANDERTHAL; EVOLUTION; SITES;
D O I
10.1093/molbev/msw184
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The first epigenomes from archaic hominins (AH) and ancient anatomically modern humans (AMH) have recently been characterized, based, however, on a limited number of samples. The extent to which ancient genome-wide epigenetic landscapes can be reconstructed thus remains contentious. Here, we present epiPALEOMIX, an open-source and user-friendly pipeline that exploits post-mortem DNA degradation patterns to reconstruct ancient methylomes and nucleosome maps from shotgun and/or capture-enrichment data. Applying epiPALEOMIX to the sequence data underlying 35 ancient genomes including AMH, AH, equids and aurochs, we investigate the temporal, geographical and preservation range of ancient epigenetic signatures. We first assess the quality of inferred ancient epigenetic signatures within well-characterized genomic regions. We find that tissue-specific methylation signatures can be obtained across a wider range of DNA preparation types than previously thought, including when no particular experimental procedures have been used to remove deaminated cytosines prior to sequencing. We identify a large subset of samples for which DNA associated with nucleosomes is protected from post-mortem degradation, and nucleosome positioning patterns can be reconstructed. Finally, we describe parameters and conditions such as DNA damage levels and sequencing depth that limit the preservation of epigenetic signatures in ancient samples. When such conditions are met, we propose that epigenetic profiles of CTCF binding regions can be used to help data authentication. Our work, including epiPALEOMIX, opens for further investigations of ancient epigenomes through time especially aimed at tracking possible epigenetic changes during major evolutionary, environmental, socioeconomic, and cultural shifts.
引用
收藏
页码:3284 / 3298
页数:15
相关论文
共 86 条
  • [1] Population genomics of Bronze Age Eurasia
    Allentoft, Morten E.
    Sikora, Martin
    Sjogren, Karl-Goran
    Rasmussen, Simon
    Rasmussen, Morten
    Stenderup, Jesper
    Damgaard, Peter B.
    Schroeder, Hannes
    Ahlstrom, Torbjorn
    Vinner, Lasse
    Malaspinas, Anna-Sapfo
    Margaryan, Ashot
    Higham, Tom
    Chivall, David
    Lynnerup, Niels
    Harvig, Lise
    Baron, Justyna
    Della Casa, Philippe
    Dabrowski, Pawel
    Duffy, Paul R.
    Ebel, Alexander V.
    Epimakhov, Andrey
    Frei, Karin
    Furmanek, Miroslaw
    Gralak, Tomasz
    Gromov, Andrey
    Gronkiewicz, Stanislaw
    Grupe, Gisela
    Hajdu, Tamas
    Jarysz, Radoslaw
    Khartanovich, Valeri
    Khokhlov, Alexandr
    Kiss, Viktoria
    Kolar, Jan
    Kriiska, Aivar
    Lasak, Irena
    Longhi, Cristina
    McGlynn, George
    Merkevicius, Algimantas
    Merkyte, Inga
    Metspalu, Mait
    Mkrtchyan, Ruzan
    Moiseyev, Vyacheslav
    Paja, Laszlo
    Palfi, Gyoergy
    Pokutta, Dalia
    Pospieszny, Lukasz
    Price, T. Douglas
    Saag, Lehti
    Sablin, Mikhail
    [J]. NATURE, 2015, 522 (7555) : 167 - +
  • [2] Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells
    Ball, Madeleine P.
    Li, Jin Billy
    Gao, Yuan
    Lee, Je-Hyuk
    LeProust, Emily M.
    Park, In-Hyun
    Xie, Bin
    Daley, George Q.
    Church, George M.
    [J]. NATURE BIOTECHNOLOGY, 2009, 27 (04) : 361 - 368
  • [3] Summarizing and correcting the GC content bias in high-throughput sequencing
    Benjamini, Yuval
    Speed, Terence P.
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (10) : e72
  • [4] Patterns of damage in genomic DNA sequences from a Neandertal
    Briggs, Adrian W.
    Stenzel, Udo
    Johnson, Philip L. F.
    Green, Richard E.
    Kelso, Janet
    Pruefer, Kay
    Meyer, Matthias
    Krause, Johannes
    Ronan, Michael T.
    Lachmann, Michael
    Paeaebo, Svante
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (37) : 14616 - 14621
  • [5] Removal of deaminated cytosines and detection of in vivo methylation in ancient DNA
    Briggs, Adrian W.
    Stenzel, Udo
    Meyer, Matthias
    Krause, Johannes
    Kircher, Martin
    Paeaebo, Svante
    [J]. NUCLEIC ACIDS RESEARCH, 2010, 38 (06) : e87.1 - e87.12
  • [6] Neolithic and Bronze Age migration to Ireland and establishment of the insular Atlantic genome
    Cassidy, Lara M.
    Martiniano, Rui
    Murphy, Eileen M.
    Teasdale, Matthew D.
    Mallory, James
    Hartwell, Barrie
    Bradley, Daniel G.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (02) : 368 - 373
  • [7] Complete mitochondrial genome sequence of a Middle Pleistocene cave bear reconstructed from ultrashort DNA fragments
    Dabney, Jesse
    Knapp, Michael
    Glocke, Isabelle
    Gansauge, Marie-Theres
    Weihmann, Antje
    Nickel, Birgit
    Valdiosera, Cristina
    Garcia, Nuria
    Paeaebo, Svante
    Arsuaga, Juan-Luis
    Meyer, Matthias
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (39) : 15758 - 15763
  • [8] Length and GC-biases during sequencing library amplification: A comparison of various polymerase-buffer systems with ancient and modern DNA sequencing libraries
    Dabney, Jesse
    Meyer, Matthias
    [J]. BIOTECHNIQUES, 2012, 52 (02) : 87 - +
  • [9] CpG islands and the regulation of transcription
    Deaton, Aimee M.
    Bird, Adrian
    [J]. GENES & DEVELOPMENT, 2011, 25 (10) : 1010 - 1022
  • [10] Evolutionary analysis of selective constraints identifies ameloblastin (AMBN) as a potential candidate for amelogenesis imperfecta
    Delsuc, Frederic
    Gasse, Barbara
    Sire, Jean-Yves
    [J]. BMC EVOLUTIONARY BIOLOGY, 2015, 15