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Stein RA, Gomaa FE, Raparla P, Riber L. Now and then in eukaryotic DNA methylation. Physiol Genomics 2024; 56:741-763. [PMID: 39250426 DOI: 10.1152/physiolgenomics.00091.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 09/06/2024] [Indexed: 09/11/2024] Open
Abstract
Since the mid-1970s, increasingly innovative methods to detect DNA methylation provided detailed information about its distribution, functions, and dynamics. As a result, new concepts were formulated and older ones were revised, transforming our understanding of the associated biology and catalyzing unprecedented advances in biomedical research, drug development, anthropology, and evolutionary biology. In this review, we discuss a few of the most notable advances, which are intimately intertwined with the study of DNA methylation, with a particular emphasis on the past three decades. Examples of these strides include elucidating the intricacies of 5-methylcytosine (5-mC) oxidation, which are at the core of the reversibility of this epigenetic modification; the three-dimensional structural characterization of eukaryotic DNA methyltransferases, which offered insights into the mechanisms that explain several disease-associated mutations; a more in-depth understanding of DNA methylation in development and disease; the possibility to learn about the biology of extinct species; the development of epigenetic clocks and their use to interrogate aging and disease; and the emergence of epigenetic biomarkers and therapies.
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Affiliation(s)
- Richard A Stein
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, New York, United States
| | - Faris E Gomaa
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, New York, United States
| | - Pranaya Raparla
- Department of Chemical and Biomolecular Engineering, NYU Tandon School of Engineering, Brooklyn, New York, United States
| | - Leise Riber
- Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg, Denmark
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2
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Rajaram N, Benzler K, Bashtrykov P, Jeltsch A. Allele-specific DNA demethylation editing leads to stable upregulation of allele-specific gene expression. iScience 2024; 27:111007. [PMID: 39429790 PMCID: PMC11490731 DOI: 10.1016/j.isci.2024.111007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 08/12/2024] [Accepted: 09/17/2024] [Indexed: 10/22/2024] Open
Abstract
Epigenome editing is an emerging technology that allows to rewrite epigenome states and reprogram gene expression. Here, we have developed allele-specific DNA demethylation editing at gene promoters containing an SNP by sgRNA/dCas9 mediated recuitment of TET1. Maximal DNA demethylation (up to 90%) was observed 6 days after transient transfection of the epigenome editors and it was almost stable for 15 days. After allele-specific targeting, DNA demethylation was up to 15-fold more efficient at the targeted allele. Our data show that locus-specific and allele-specific DNA demethylation can trigger the expression of previously silenced genes. Allele-specific DNA demethylation shifted allelic expression ratios about 4-fold. Allele-specific DNA demethylation could be used to correct aberrant imprinting in patients suffering from imprinting disorders and to study the roles of individual alleles of a gene in a given cellular context.
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Affiliation(s)
- Nivethika Rajaram
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Katharina Benzler
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Pavel Bashtrykov
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Albert Jeltsch
- Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
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3
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Hahn EE, Stiller J, Alexander MR, Grealy A, Taylor JM, Jackson N, Frere CH, Holleley CE. Century-old chromatin architecture revealed in formalin-fixed vertebrates. Nat Commun 2024; 15:6378. [PMID: 39075073 PMCID: PMC11286846 DOI: 10.1038/s41467-024-50668-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 07/18/2024] [Indexed: 07/31/2024] Open
Abstract
Gene expression is regulated by changes in chromatin architecture intrinsic to cellular differentiation and as an active response to environmental stimuli. Chromatin dynamics are a major driver of phenotypic diversity, regulation of development, and manifestation of disease. Remarkably, we know little about the evolutionary dynamics of chromatin reorganisation through time, data essential to characterise the impact of environmental stress during the ongoing biodiversity extinction crisis (20th-21st century). Linking the disparate fields of chromatin biology and museum science through their common use of the preservative formaldehyde (a constituent of formalin), we have generated historical chromatin profiles in museum specimens up to 117 years old. Historical chromatin profiles are reproducible, tissue-specific, sex-specific, and environmental condition-dependent in vertebrate specimens. Additionally, we show that over-fixation modulates differential chromatin accessibility to enable semi-quantitative estimates of relative gene expression in vertebrates and a yeast model. Our approach transforms formalin-fixed biological collections into an accurate, comprehensive, and global record of environmental impact on gene expression and phenotype.
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Affiliation(s)
- Erin E Hahn
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT 2601, Australia
| | - Jiri Stiller
- Agriculture and Food, Commonwealth Scientific Industrial Research Organisation, St Lucia, Queensland, 4067, Australia
| | - Marina R Alexander
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT 2601, Australia
| | - Alicia Grealy
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT 2601, Australia
| | - Jennifer M Taylor
- Agriculture and Food, Commonwealth Scientific Industrial Research Organisation, St Lucia, Queensland, 4067, Australia
| | - Nicola Jackson
- School of the Environment, University of Queensland, St Lucia, Queensland, 4067, Australia
| | - Celine H Frere
- School of the Environment, University of Queensland, St Lucia, Queensland, 4067, Australia
| | - Clare E Holleley
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT 2601, Australia.
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4
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Sandoval-Velasco M, Dudchenko O, Rodríguez JA, Pérez Estrada C, Dehasque M, Fontsere C, Mak SST, Khan R, Contessoto VG, Oliveira Junior AB, Kalluchi A, Zubillaga Herrera BJ, Jeong J, Roy RP, Christopher I, Weisz D, Omer AD, Batra SS, Shamim MS, Durand NC, O'Connell B, Roca AL, Plikus MV, Kusliy MA, Romanenko SA, Lemskaya NA, Serdyukova NA, Modina SA, Perelman PL, Kizilova EA, Baiborodin SI, Rubtsov NB, Machol G, Rath K, Mahajan R, Kaur P, Gnirke A, Garcia-Treviño I, Coke R, Flanagan JP, Pletch K, Ruiz-Herrera A, Plotnikov V, Pavlov IS, Pavlova NI, Protopopov AV, Di Pierro M, Graphodatsky AS, Lander ES, Rowley MJ, Wolynes PG, Onuchic JN, Dalén L, Marti-Renom MA, Gilbert MTP, Aiden EL. Three-dimensional genome architecture persists in a 52,000-year-old woolly mammoth skin sample. Cell 2024; 187:3541-3562.e51. [PMID: 38996487 DOI: 10.1016/j.cell.2024.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 03/07/2024] [Accepted: 06/03/2024] [Indexed: 07/14/2024]
Abstract
Analyses of ancient DNA typically involve sequencing the surviving short oligonucleotides and aligning to genome assemblies from related, modern species. Here, we report that skin from a female woolly mammoth (†Mammuthus primigenius) that died 52,000 years ago retained its ancient genome architecture. We use PaleoHi-C to map chromatin contacts and assemble its genome, yielding 28 chromosome-length scaffolds. Chromosome territories, compartments, loops, Barr bodies, and inactive X chromosome (Xi) superdomains persist. The active and inactive genome compartments in mammoth skin more closely resemble Asian elephant skin than other elephant tissues. Our analyses uncover new biology. Differences in compartmentalization reveal genes whose transcription was potentially altered in mammoths vs. elephants. Mammoth Xi has a tetradic architecture, not bipartite like human and mouse. We hypothesize that, shortly after this mammoth's death, the sample spontaneously freeze-dried in the Siberian cold, leading to a glass transition that preserved subfossils of ancient chromosomes at nanometer scale.
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Affiliation(s)
| | - Olga Dudchenko
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA.
| | - Juan Antonio Rodríguez
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark; Centre Nacional d'Anàlisi Genòmica, CNAG, 08028 Barcelona, Spain
| | - Cynthia Pérez Estrada
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA
| | - Marianne Dehasque
- Centre for Palaeogenetics, SE-106 91 Stockholm, Sweden; Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 10405 Stockholm, Sweden; Department of Zoology, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Claudia Fontsere
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark
| | - Sarah S T Mak
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark
| | - Ruqayya Khan
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | | | | | - Achyuth Kalluchi
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Bernardo J Zubillaga Herrera
- Department of Physics, Northeastern University, Boston, MA 02115, USA; Center for Theoretical Biological Physics, Northeastern University, Boston, MA 02215, USA
| | - Jiyun Jeong
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Renata P Roy
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Departments of Biology and Physics, Texas Southern University, Houston, TX 77004, USA
| | - Ishawnia Christopher
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - David Weisz
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Arina D Omer
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sanjit S Batra
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Muhammad S Shamim
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Neva C Durand
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Brendan O'Connell
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA; Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Alfred L Roca
- Department of Animal Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Maksim V Plikus
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, CA 92697, USA
| | - Mariya A Kusliy
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | | | - Natalya A Lemskaya
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | | | - Svetlana A Modina
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | - Polina L Perelman
- Institute of Molecular and Cellular Biology SB RAS, Novosibirsk 630090, Russia
| | - Elena A Kizilova
- Institute of Cytology and Genetics SB RAS, Novosibirsk 630090, Russia
| | | | - Nikolai B Rubtsov
- Institute of Cytology and Genetics SB RAS, Novosibirsk 630090, Russia
| | - Gur Machol
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Krisha Rath
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ragini Mahajan
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA
| | - Parwinder Kaur
- UWA School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia
| | - Andreas Gnirke
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Rob Coke
- San Antonio Zoo, San Antonio, TX 78212, USA
| | | | | | - Aurora Ruiz-Herrera
- Departament de Biologia Cel·lular, Fisiologia i Immunologia and Genome Integrity and Instability Group, Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain
| | | | | | - Naryya I Pavlova
- Institute of Biological Problems of Cryolitezone SB RAS, Yakutsk 677000, Russia
| | - Albert V Protopopov
- Academy of Sciences of Sakha Republic, Yakutsk 677000, Russia; North-Eastern Federal University, Yakutsk 677027, Russia
| | - Michele Di Pierro
- Department of Physics, Northeastern University, Boston, MA 02115, USA; Center for Theoretical Biological Physics, Northeastern University, Boston, MA 02215, USA
| | | | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - M Jordan Rowley
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Peter G Wolynes
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA; Departments of Physics, Astronomy, & Chemistry, Rice University, Houston, TX 77005, USA
| | - José N Onuchic
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Department of Biosciences, Rice University, Houston, TX 77005, USA; Departments of Physics, Astronomy, & Chemistry, Rice University, Houston, TX 77005, USA
| | - Love Dalén
- Centre for Palaeogenetics, SE-106 91 Stockholm, Sweden; Department of Bioinformatics and Genetics, Swedish Museum of Natural History, 10405 Stockholm, Sweden; Department of Zoology, Stockholm University, SE-106 91 Stockholm, Sweden
| | - Marc A Marti-Renom
- Centre Nacional d'Anàlisi Genòmica, CNAG, 08028 Barcelona, Spain; Centre for Genomic Regulation, The Barcelona Institute for Science and Technology, 08003 Barcelona, Spain; ICREA, 08010 Barcelona, Spain; Universitat Pompeu Fabra, 08002 Barcelona, Spain.
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, University of Copenhagen, DK-1353 Copenhagen, Denmark; University Museum NTNU, 7012 Trondheim, Norway.
| | - Erez Lieberman Aiden
- The Center for Genome Architecture and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA; Center for Theoretical Biological Physics, Rice University, Houston, TX 77030, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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5
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Özkan M, Gürün K, Yüncü E, Vural KB, Atağ G, Akbaba A, Fidan FR, Sağlıcan E, Altınışık EN, Koptekin D, Pawłowska K, Hodder I, Adcock SE, Arbuckle BS, Steadman SR, McMahon G, Erdal YS, Bilgin CC, Togan İ, Geigl EM, Götherström A, Grange T, Özer F, Somel M. The first complete genome of the extinct European wild ass (Equus hemionus hydruntinus). Mol Ecol 2024; 33:e17440. [PMID: 38946459 DOI: 10.1111/mec.17440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 05/17/2024] [Accepted: 06/14/2024] [Indexed: 07/02/2024]
Abstract
We present palaeogenomes of three morphologically unidentified Anatolian equids dating to the first millennium BCE, sequenced to a coverage of 0.6-6.4×. Mitochondrial DNA haplotypes of the Anatolian individuals clustered with those of Equus hydruntinus (or Equus hemionus hydruntinus), the extinct European wild ass, secular name 'hydruntine'. Further, the Anatolian wild ass whole genome profiles fell outside the genomic diversity of other extant and past Asiatic wild ass (E. hemionus) lineages. These observations suggest that the three Anatolian wild asses represent hydruntines, making them the latest recorded survivors of this lineage, about a millennium later than the latest observations in the zooarchaeological record. Our mitogenomic and genomic analyses indicate that E. h. hydruntinus was a clade belonging to ancient and present-day E. hemionus lineages that radiated possibly between 0.6 and 0.8 Mya. We also find evidence consistent with recent gene flow between hydruntines and Middle Eastern wild asses. Analyses of genome-wide heterozygosity and runs of homozygosity suggest that the Anatolian wild ass population may have lost genetic diversity by the mid-first millennium BCE, a possible sign of its eventual demise.
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Affiliation(s)
- Mustafa Özkan
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Kanat Gürün
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Eren Yüncü
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Kıvılcım Başak Vural
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Gözde Atağ
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Ali Akbaba
- Department of Anthropology, Ankara University, Ankara, Turkey
- Alparslan University, Muş, Turkey
| | - Fatma Rabia Fidan
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, UK
| | - Ekin Sağlıcan
- Department of Health Informatics, Middle East Technical University, Ankara, Turkey
| | - Ezgi N Altınışık
- Department of Anthropology, Human_G Laboratory, Hacettepe University, Ankara, Turkey
| | - Dilek Koptekin
- Department of Health Informatics, Middle East Technical University, Ankara, Turkey
| | - Kamilla Pawłowska
- Department of Palaeoenvironmental Research, Adam Mickiewicz University, Poznań, Poland
| | - Ian Hodder
- Department of Anthropology, Stanford University, Stanford, California, USA
| | - Sarah E Adcock
- Institute for the Study of the Ancient World, New York University, New York, New York, USA
| | - Benjamin S Arbuckle
- Department of Anthropology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sharon R Steadman
- Department of Sociology/Anthropology, SUNY Cortland, Cortland, New York, USA
| | - Gregory McMahon
- Classics, Humanities and Italian Studies Department, University of New Hampshire, Durham, New Hampshire, USA
| | - Yılmaz Selim Erdal
- Department of Anthropology, Human_G Laboratory, Hacettepe University, Ankara, Turkey
| | - C Can Bilgin
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - İnci Togan
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
| | - Eva-Maria Geigl
- Institut Jacques Monod, CNRS, Université de Paris, Paris, France
| | - Anders Götherström
- Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Thierry Grange
- Institut Jacques Monod, CNRS, Université de Paris, Paris, France
| | - Füsun Özer
- Department of Health Informatics, Middle East Technical University, Ankara, Turkey
| | - Mehmet Somel
- Department of Biological Sciences, Middle East Technical University, Ankara, Turkey
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6
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Dolenz S, van der Valk T, Jin C, Oppenheimer J, Sharif MB, Orlando L, Shapiro B, Dalén L, Heintzman PD. Unravelling reference bias in ancient DNA datasets. Bioinformatics 2024; 40:btae436. [PMID: 38960861 PMCID: PMC11254355 DOI: 10.1093/bioinformatics/btae436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 03/22/2024] [Accepted: 07/02/2024] [Indexed: 07/05/2024] Open
Abstract
MOTIVATION The alignment of sequencing reads is a critical step in the characterization of ancient genomes. However, reference bias and spurious mappings pose a significant challenge, particularly as cutting-edge wet lab methods generate datasets that push the boundaries of alignment tools. Reference bias occurs when reference alleles are favoured over alternative alleles during mapping, whereas spurious mappings stem from either contamination or when endogenous reads fail to align to their correct position. Previous work has shown that these phenomena are correlated with read length but a more thorough investigation of reference bias and spurious mappings for ancient DNA has been lacking. Here, we use a range of empirical and simulated palaeogenomic datasets to investigate the impacts of mapping tools, quality thresholds, and reference genome on mismatch rates across read lengths. RESULTS For these analyses, we introduce AMBER, a new bioinformatics tool for assessing the quality of ancient DNA mapping directly from BAM-files and informing on reference bias, read length cut-offs and reference selection. AMBER rapidly and simultaneously computes the sequence read mapping bias in the form of the mismatch rates per read length, cytosine deamination profiles at both CpG and non-CpG sites, fragment length distributions, and genomic breadth and depth of coverage. Using AMBER, we find that mapping algorithms and quality threshold choices dictate reference bias and rates of spurious alignment at different read lengths in a predictable manner, suggesting that optimized mapping parameters for each read length will be a key step in alleviating reference bias and spurious mappings. AVAILABILITY AND IMPLEMENTATION AMBER is available for noncommercial use on GitHub (https://github.com/tvandervalk/AMBER.git). Scripts used to generate and analyse simulated datasets are available on Github (https://github.com/sdolenz/refbias_scripts).
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Affiliation(s)
- Stephanie Dolenz
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Geological Sciences, Stockholm University, Stockholm, SE-106 91, Sweden
| | - Tom van der Valk
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, SE-114 18, Sweden
- Science for Life Laboratory, Stockholm, SE-171 65, Sweden
| | - Chenyu Jin
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, SE-114 18, Sweden
- Department of Zoology, Stockholm University, Stockholm, SE-106 91, Sweden
| | - Jonas Oppenheimer
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, United States
| | - Muhammad Bilal Sharif
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Zoology, Stockholm University, Stockholm, SE-106 91, Sweden
| | - Ludovic Orlando
- Centre for Anthropobiology and Genomics of Toulouse (CAGT, CNRS UMR5288), University Paul Sabatier, Faculté de Santé, Toulouse, 31000, France
| | - Beth Shapiro
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, United States
- Howard Hughes Medical Institute, University of California Santa Cruz, Santa Cruz, CA, 95064, United States
| | - Love Dalén
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, SE-114 18, Sweden
- Department of Zoology, Stockholm University, Stockholm, SE-106 91, Sweden
| | - Peter D Heintzman
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, Stockholm, SE-106 91, Sweden
- Department of Geological Sciences, Stockholm University, Stockholm, SE-106 91, Sweden
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7
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Çokoğlu SS, Koptekin D, Fidan FR, Somel M. Investigating food production-associated DNA methylation changes in paleogenomes: Lack of consistent signals beyond technical noise. Evol Appl 2024; 17:e13743. [PMID: 38957308 PMCID: PMC11217591 DOI: 10.1111/eva.13743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 05/29/2024] [Accepted: 06/08/2024] [Indexed: 07/04/2024] Open
Abstract
The Neolithic transition introduced major diet and lifestyle changes to human populations across continents. Beyond well-documented bioarcheological and genetic effects, whether these changes also had molecular-level epigenetic repercussions in past human populations has been an open question. In fact, methylation signatures can be inferred from UDG-treated ancient DNA through postmortem damage patterns, but with low signal-to-noise ratios; it is thus unclear whether published paleogenomes would provide the necessary resolution to discover systematic effects of lifestyle and diet shifts. To address this we compiled UDG-treated shotgun genomes of 13 pre-Neolithic hunter-gatherers (HGs) and 21 Neolithic farmers (NFs) individuals from West and North Eurasia, published by six different laboratories and with coverage c.1×-58× (median = 9×). We used epiPALEOMIX and a Monte Carlo normalization scheme to estimate methylation levels per genome. Our paleomethylome dataset showed expected genome-wide methylation patterns such as CpG island hypomethylation. However, analyzing the data using various approaches did not yield any systematic signals for subsistence type, genetic sex, or tissue effects. Comparing the HG-NF methylation differences in our dataset with methylation differences between hunter-gatherers versus farmers in modern-day Central Africa also did not yield consistent results. Meanwhile, paleomethylome profiles did cluster strongly by their laboratories of origin. Using larger data volumes, minimizing technical noise and/or using alternative protocols may be necessary for capturing subtle environment-related biological signals from paleomethylomes.
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Affiliation(s)
| | - Dilek Koptekin
- Department of BiologyMiddle East Technical UniversityAnkaraTurkey
| | | | - Mehmet Somel
- Department of BiologyMiddle East Technical UniversityAnkaraTurkey
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8
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Martin-Roy R, Thyrring J, Mata X, Bangsgaard P, Bennike O, Christiansen G, Funder S, Gotfredsen AB, Gregersen KM, Hansen CH, Ilsøe PC, Klassen L, Kristensen IK, Ravnholt GB, Marin F, Der Sarkissian C. Advancing responsible genomic analyses of ancient mollusc shells. PLoS One 2024; 19:e0302646. [PMID: 38709766 PMCID: PMC11073703 DOI: 10.1371/journal.pone.0302646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 04/09/2024] [Indexed: 05/08/2024] Open
Abstract
The analysis of the DNA entrapped in ancient shells of molluscs has the potential to shed light on the evolution and ecology of this very diverse phylum. Ancient genomics could help reconstruct the responses of molluscs to past climate change, pollution, and human subsistence practices at unprecedented temporal resolutions. Applications are however still in their infancy, partly due to our limited knowledge of DNA preservation in calcium carbonate shells and the need for optimized methods for responsible genomic data generation. To improve ancient shell genomic analyses, we applied high-throughput DNA sequencing to 27 Mytilus mussel shells dated to ~111-6500 years Before Present, and investigated the impact, on DNA recovery, of shell imaging, DNA extraction protocols and shell sub-sampling strategies. First, we detected no quantitative or qualitative deleterious effect of micro-computed tomography for recording shell 3D morphological information prior to sub-sampling. Then, we showed that double-digestion and bleach treatment of shell powder prior to silica-based DNA extraction improves shell DNA recovery, also suggesting that DNA is protected in preservation niches within ancient shells. Finally, all layers that compose Mytilus shells, i.e., the nacreous (aragonite) and prismatic (calcite) carbonate layers, with or without the outer organic layer (periostracum) proved to be valuable DNA reservoirs, with aragonite appearing as the best substrate for genomic analyses. Our work contributes to the understanding of long-term molecular preservation in biominerals and we anticipate that resulting recommendations will be helpful for future efficient and responsible genomic analyses of ancient mollusc shells.
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Affiliation(s)
- Raphaël Martin-Roy
- Centre for Anthropobiology and Genomics of Toulouse, UMR5288, CNRS, University Paul Sabatier, Toulouse, France
| | - Jakob Thyrring
- Department of Ecoscience, Aarhus University, Aarhus, Denmark
- Arctic Research Centre, Aarhus University, Aarhus, Denmark
| | - Xavier Mata
- Centre for Anthropobiology and Genomics of Toulouse, UMR5288, CNRS, University Paul Sabatier, Toulouse, France
| | - Pernille Bangsgaard
- Globe Institute, Section for GeoGenetics, University of Copenhagen, Copenhagen, Denmark
| | - Ole Bennike
- Geological Survey of Denmark and Greenland, Copenhagen, Denmark
| | | | - Svend Funder
- Globe Institute, Section for GeoGenetics, University of Copenhagen, Copenhagen, Denmark
| | | | | | | | - Peter Carsten Ilsøe
- Globe Institute, Section for GeoGenetics, University of Copenhagen, Copenhagen, Denmark
| | | | | | | | - Frédéric Marin
- Biogéosciences, UMR6282, CNRS-EPHE-uB, University of Burgundy, EPHE, Dijon, France
| | - Clio Der Sarkissian
- Centre for Anthropobiology and Genomics of Toulouse, UMR5288, CNRS, University Paul Sabatier, Toulouse, France
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9
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Morton-Hayward AL, Anderson RP, Saupe EE, Larson G, Cosmidis JG. Human brains preserve in diverse environments for at least 12 000 years. Proc Biol Sci 2024; 291:20232606. [PMID: 38503334 PMCID: PMC10950470 DOI: 10.1098/rspb.2023.2606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 02/26/2024] [Indexed: 03/21/2024] Open
Abstract
The brain is thought to be among the first human organs to decompose after death. The discovery of brains preserved in the archaeological record is therefore regarded as unusual. Although mechanisms such as dehydration, freezing, saponification, and tanning are known to allow for the preservation of the brain on short time scales in association with other soft tissues (≲4000 years), discoveries of older brains, especially in the absence of other soft tissues, are rare. Here, we collated an archive of more than 4400 human brains preserved in the archaeological record across approximately 12 000 years, more than 1300 of which constitute the only soft tissue preserved amongst otherwise skeletonized remains. We found that brains of this type persist on time scales exceeding those preserved by other means, which suggests an unknown mechanism may be responsible for preservation particular to the central nervous system. The untapped archive of preserved ancient brains represents an opportunity for bioarchaeological studies of human evolution, health and disease.
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Affiliation(s)
- Alexandra L. Morton-Hayward
- Department of Earth Sciences, University of Oxford, Oxford, UK
- Target Discovery Institute, University of Oxford, Oxford, UK
| | - Ross P. Anderson
- Department of Earth Sciences, University of Oxford, Oxford, UK
- All Souls College, University of Oxford, Oxford, UK
| | - Erin E. Saupe
- Department of Earth Sciences, University of Oxford, Oxford, UK
| | - Greger Larson
- Palaeogenomics and Bio-Archaeology Research Network, School of Archaeology, University of Oxford, Oxford, UK
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10
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Nishitani S, Smith AK, Tomoda A, Fujisawa TX. Data science using the human epigenome for predicting multifactorial diseases and symptoms. Epigenomics 2024; 16:273-276. [PMID: 38312014 DOI: 10.2217/epi-2023-0321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2024] Open
Abstract
Tweetable abstract This article reviews machine learning models that leverages epigenomic data for predicting multifactorial diseases and symptoms as well as how such models can be utilized to explore new research questions.
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Affiliation(s)
- Shota Nishitani
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
| | - Alicia K Smith
- Gynecology & Obstetrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Akemi Tomoda
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
- Department of Child & Adolescent Psychological Medicine, University of Fukui Hospital, Fukui, 910-1193, Japan
| | - Takashi X Fujisawa
- Research Center for Child Mental Development, University of Fukui, Fukui, 910-1193, Japan
- Division of Developmental Higher Brain Functions, United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University, & University of Fukui, Osaka, 565-0871, Japan
- Life Science Innovation Center, School of Medical Sciences, University of Fukui, Fukui, 910-8507, Japan
- Gynecology & Obstetrics, Emory University School of Medicine, Atlanta, GA 30322, USA
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11
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Barouch A, Mathov Y, Meshorer E, Yakir B, Carmel L. Reconstructing DNA methylation maps of ancient populations. Nucleic Acids Res 2024; 52:1602-1612. [PMID: 38261973 PMCID: PMC10939417 DOI: 10.1093/nar/gkad1232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 12/09/2023] [Accepted: 01/19/2024] [Indexed: 01/25/2024] Open
Abstract
Studying premortem DNA methylation from ancient DNA (aDNA) provides a proxy for ancient gene activity patterns, and hence valuable information on evolutionary changes in gene regulation. Due to statistical limitations, current methods to reconstruct aDNA methylation maps are constrained to high-coverage shotgun samples, which comprise a small minority of available ancient samples. Most samples are sequenced using in-situ hybridization capture sequencing which targets a predefined set of genomic positions. Here, we develop methods to reconstruct aDNA methylation maps of samples that were not sequenced using high-coverage shotgun sequencing, by way of pooling together individuals to obtain a DNA methylation map that is characteristic of a population. We show that the resulting DNA methylation maps capture meaningful biological information and allow for the detection of differential methylation across populations. We offer guidelines on how to carry out comparative studies involving ancient populations, and how to control the rate of falsely discovered differentially methylated regions. The ability to reconstruct DNA methylation maps of past populations allows for the development of a whole new frontier in paleoepigenetic research, tracing DNA methylation changes throughout human history, using data from thousands of ancient samples.
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Affiliation(s)
- Arielle Barouch
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Yoav Mathov
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
- Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Eran Meshorer
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
- Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Benjamin Yakir
- Department of Statistics and Data Science, The Hebrew University of Jerusalem, Jerusalem 9190500, Israel
| | - Liran Carmel
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
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12
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Luo Y, Zhang H, Li L, Lin Y, Wang X, Chen W, Tao Y, Ou R, Zhou W, Zheng F, Jin Y, Cheng F, Zhu H, Zhang Y, Jin X. Heat inactivation does not alter host plasma cell-free DNA characteristics in infectious disease research. Clin Chim Acta 2024; 553:117751. [PMID: 38163539 DOI: 10.1016/j.cca.2023.117751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 11/28/2023] [Accepted: 12/28/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Cell-free DNA (cfDNA) is a promising analyte for non-invasive liquid biopsy, carrying abundant signatures for disease diagnosis and monitoring. In infectious disease researches, blood plasma samples are routinely heat-inactivated before proceeding with downstream analyses. However, the effects of heat inactivation on cfDNA fragmentomic analysis remain largely unclear, potentially introducing biases or altering the characteristics of cfDNA. METHODS We performed a comprehensive investigation of cfDNA concentrations and fragmentomics in 21 plasma samples from 7 healthy individuals, by comparing the sample group without the heat inactivation to those exposed to once or twice heat-inactivation at 56 °C for 30 min and following freeze-thaw. RESULTS Plasma samples with once and twice heat inactivation displayed no significant deviations in primary characteristics, including cfDNA concentrations, size profiles, end motif features, and genome-wide distributions, compared to samples without heat treatment. CONCLUSIONS Heat-inactivated cfDNA can be utilized for liquid biopsy in infectious disease researches, without substantial impact on cfDNA concentrations and fragmentomic properties. This study provides essential insights into the effects of heat inactivation on cfDNA properties and will contribute to the development of reliable non-invasive biomarkers for infectious disease.
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Affiliation(s)
- Yuxue Luo
- School of Medicine, South China University of Technology, Guangzhou 510006, Guangdong, China
| | | | - Lingguo Li
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China; College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yu Lin
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China
| | - Xinxin Wang
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China; School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Wei Chen
- School of Medicine, South China University of Technology, Guangzhou 510006, Guangdong, China; BGI-Shenzhen, Shenzhen 518083, Guangdong, China
| | - Ye Tao
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China
| | - Rijing Ou
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China
| | - Wenwen Zhou
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China
| | - Fang Zheng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, China
| | - Yan Jin
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, China
| | - Fanjun Cheng
- Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei, China
| | | | - Yan Zhang
- BGI-Shenzhen, Shenzhen 518083, Guangdong, China.
| | - Xin Jin
- School of Medicine, South China University of Technology, Guangzhou 510006, Guangdong, China; BGI-Shenzhen, Shenzhen 518083, Guangdong, China; Shenzhen Key Laboratory of Transomics Biotechnologies, BGI-Shenzhen, Shenzhen 518083, China.
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13
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Kim AS, Kreiner JM, Hernández F, Bock DG, Hodgins KA, Rieseberg LH. Temporal collections to study invasion biology. Mol Ecol 2023; 32:6729-6742. [PMID: 37873879 DOI: 10.1111/mec.17176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 10/25/2023]
Abstract
Biological invasions represent an extraordinary opportunity to study evolution. This is because accidental or deliberate species introductions have taken place for centuries across large geographical scales, frequently prompting rapid evolutionary transitions in invasive populations. Until recently, however, the utility of invasions as evolutionary experiments has been hampered by limited information on the makeup of populations that were part of earlier invasion stages. Now, developments in ancient and historical DNA technologies, as well as the quickening pace of digitization for millions of specimens that are housed in herbaria and museums globally, promise to help overcome this obstacle. In this review, we first introduce the types of temporal data that can be used to study invasions, highlighting the timescale captured by each approach and their respective limitations. We then discuss how ancient and historical specimens as well as data available from prior invasion studies can be used to answer questions on mechanisms of (mal)adaptation, rates of evolution, or community-level changes during invasions. By bridging the gap between contemporary and historical invasive populations, temporal data can help us connect pattern to process in invasion science. These data will become increasingly important if invasions are to achieve their full potential as experiments of evolution in nature.
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Affiliation(s)
- Amy S Kim
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Julia M Kreiner
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fernando Hernández
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Dan G Bock
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Loren H Rieseberg
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
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14
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Rajaram N, Kouroukli AG, Bens S, Bashtrykov P, Jeltsch A. Development of super-specific epigenome editing by targeted allele-specific DNA methylation. Epigenetics Chromatin 2023; 16:41. [PMID: 37864244 PMCID: PMC10589950 DOI: 10.1186/s13072-023-00515-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 10/11/2023] [Indexed: 10/22/2023] Open
Abstract
BACKGROUND Epigenome editing refers to the targeted reprogramming of genomic loci using an EpiEditor which may consist of an sgRNA/dCas9 complex that recruits DNMT3A/3L to the target locus. Methylation of the locus can lead to a modulation of gene expression. Allele-specific DNA methylation (ASM) refers to the targeted methylation delivery only to one allele of a locus. In the context of diseases caused by a dominant mutation, the selective DNA methylation of the mutant allele could be used to repress its expression but retain the functionality of the normal gene. RESULTS To set up allele-specific targeted DNA methylation, target regions were selected from hypomethylated CGIs bearing a heterozygous SNP in their promoters in the HEK293 cell line. We aimed at delivering maximum DNA methylation with highest allelic specificity in the targeted regions. Placing SNPs in the PAM or seed regions of the sgRNA, we designed 24 different sgRNAs targeting single alleles in 14 different gene loci. We achieved efficient ASM in multiple cases, such as ISG15, MSH6, GPD1L, MRPL52, PDE8A, NARF, DAP3, and GSPT1, which in best cases led to five to tenfold stronger average DNA methylation at the on-target allele and absolute differences in the DNA methylation gain at on- and off-target alleles of > 50%. In general, loci with the allele discriminatory SNP positioned in the PAM region showed higher success rate of ASM and better specificity. Highest DNA methylation was observed on day 3 after transfection followed by a gradual decline. In selected cases, ASM was stable up to 11 days in HEK293 cells and it led up to a 3.6-fold change in allelic expression ratios. CONCLUSIONS We successfully delivered ASM at multiple genomic loci with high specificity, efficiency and stability. This form of super-specific epigenome editing could find applications in the treatment of diseases caused by dominant mutations, because it allows silencing of the mutant allele without repression of the expression of the normal allele thereby minimizing potential side-effects of the treatment.
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Affiliation(s)
- Nivethika Rajaram
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany
| | - Alexandra G Kouroukli
- Institute of Human Genetics, University of Ulm and Ulm University Medical Center, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Susanne Bens
- Institute of Human Genetics, University of Ulm and Ulm University Medical Center, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Pavel Bashtrykov
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany
| | - Albert Jeltsch
- Institute of Biochemistry and Technical Biochemistry, Department of Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany.
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15
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Dalén L, Heintzman PD, Kapp JD, Shapiro B. Deep-time paleogenomics and the limits of DNA survival. Science 2023; 382:48-53. [PMID: 37797036 PMCID: PMC10586222 DOI: 10.1126/science.adh7943] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/05/2023] [Indexed: 10/07/2023]
Abstract
Although most ancient DNA studies have focused on the last 50,000 years, paleogenomic approaches can now reach into the early Pleistocene, an epoch of repeated environmental changes that shaped present-day biodiversity. Emerging deep-time genomic transects, including from DNA preserved in sediments, will enable inference of adaptive evolution, discovery of unrecognized species, and exploration of how glaciations, volcanism, and paleomagnetic reversals shaped demography and community composition. In this Review, we explore the state-of-the-art in paleogenomics and discuss key challenges, including technical limitations, evolutionary divergence and associated biases, and the need for more precise dating of remains and sediments. We conclude that with improvements in laboratory and computational methods, the emerging field of deep-time paleogenomics will expand the range of questions addressable using ancient DNA.
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Affiliation(s)
- Love Dalén
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, SE-10691 Stockholm, Sweden
- Department of Zoology, Stockholm University, SE-10691, Stockholm, Sweden
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, SE- 10405 Stockholm, Sweden
| | - Peter D. Heintzman
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, SE-10691 Stockholm, Sweden
- Department of Geological Sciences, Stockholm University, SE-10691, Stockholm, Sweden
| | - Joshua D. Kapp
- Department of Biomolecular Engineering, University of California Santa Cruz; Santa Cruz, California, 95064, USA
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz; Santa Cruz, California, 95064, USA
| | - Beth Shapiro
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz; Santa Cruz, California, 95064, USA
- Howard Hughes Medical Institute, University of California Santa Cruz; Santa Cruz, California, 95064, USA
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16
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von Holdt BM, Kartzinel RY, van Oers K, Verhoeven KJF, Ouyang JQ. Changes in the rearing environment cause reorganization of molecular networks associated with DNA methylation. J Anim Ecol 2023; 92:648-664. [PMID: 36567635 DOI: 10.1111/1365-2656.13878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 12/22/2022] [Indexed: 12/27/2022]
Abstract
Disentangling the interaction between the genetic basis and environmental context underlying phenotypic variation is critical for understanding organismal evolution. Environmental change, such as increased rates of urbanization, can induce shifts in phenotypic plasticity with some individuals adapting to city life while others are displaced. A key trait that can facilitate adaptation is the degree at which animals respond to stressors. This stress response, which includes elevation of baseline circulating concentrations of glucocorticoids, has a heritable component and exhibits intra- and inter-individual variation. However, the mechanisms behind this variability and whether they might be responsible for adaptation to different environments are not known. Variation in DNA methylation can be a potential mechanism that mediates environmental effects on the stress response, as early-life stressors increase glucocorticoid concentrations and change adult phenotype. We used an inter- and intra-environmental cross-foster experiment to analyse the contribution of DNA methylation to early-life phenotypic variation. We found that at hatching, urban house wren (Troglodytes aedon) offspring had higher methylation frequencies compared with their rural counterparts. We also observed age-related patterns in offspring methylation, indicating the developmental effects of the rearing environment on methylation. At fledgling, differential methylation analyses showed that cellular respiration genes were differentially methylated in broods of different origins and behavioural and metabolism genes were differentially methylated in broods of different rearing environments. Lastly, hyper-methylation of a single gene (CNTNAP2) is associated with decreased glucocorticoid levels and the rearing environment. These differential methylation patterns linked to a specific physiological phenotype suggest that DNA methylation may be a mechanism by which individuals adjust to novel environments during their lifespan. Characterizing genetic and environmental influences on methylation is critical for understanding the role of epigenetic mechanisms in evolutionary adaptation.
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Affiliation(s)
- Bridgett M von Holdt
- Ecology & Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
| | - Rebecca Y Kartzinel
- Ecology & Evolutionary Biology, Brown University, Providence, Rhode Island, USA
| | - Kees van Oers
- Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Koen J F Verhoeven
- Department of Terrestrial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Jenny Q Ouyang
- Department of Biology, University of Nevada, Reno, Nevada, USA
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17
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DNA methylation-based profiling of horse archaeological remains for age-at-death and castration. iScience 2023; 26:106144. [PMID: 36843848 PMCID: PMC9950528 DOI: 10.1016/j.isci.2023.106144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 01/02/2023] [Accepted: 02/01/2023] [Indexed: 02/07/2023] Open
Abstract
Age profiling of archaeological bone assemblages can inform on past animal management practices, but is limited by the fragmentary nature of the fossil record and the lack of universal skeletal markers for age. DNA methylation clocks offer new, albeit challenging, alternatives for estimating the age-at-death of ancient individuals. Here, we take advantage of the availability of a DNA methylation clock based on 31,836 CpG sites and dental age markers in horses to assess age predictions in 84 ancient remains. We evaluate our approach using whole-genome sequencing data and develop a capture assay providing reliable estimates for only a fraction of the cost. We also leverage DNA methylation patterns to assess castration practice in the past. Our work opens for a deeper characterization of past husbandry and ritual practices and holds the potential to reveal age mortality profiles in ancient societies, once extended to human remains.
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18
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Söylev A, Çokoglu SS, Koptekin D, Alkan C, Somel M. CONGA: Copy number variation genotyping in ancient genomes and low-coverage sequencing data. PLoS Comput Biol 2022; 18:e1010788. [PMID: 36516232 PMCID: PMC9873172 DOI: 10.1371/journal.pcbi.1010788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 01/24/2023] [Accepted: 12/03/2022] [Indexed: 12/15/2022] Open
Abstract
To date, ancient genome analyses have been largely confined to the study of single nucleotide polymorphisms (SNPs). Copy number variants (CNVs) are a major contributor of disease and of evolutionary adaptation, but identifying CNVs in ancient shotgun-sequenced genomes is hampered by typical low genome coverage (<1×) and short fragments (<80 bps), precluding standard CNV detection software to be effectively applied to ancient genomes. Here we present CONGA, tailored for genotyping CNVs at low coverage. Simulations and down-sampling experiments suggest that CONGA can genotype deletions >1 kbps with F-scores >0.75 at ≥1×, and distinguish between heterozygous and homozygous states. We used CONGA to genotype 10,002 outgroup-ascertained deletions across a heterogenous set of 71 ancient human genomes spanning the last 50,000 years, produced using variable experimental protocols. A fraction of these (21/71) display divergent deletion profiles unrelated to their population origin, but attributable to technical factors such as coverage and read length. The majority of the sample (50/71), despite originating from nine different laboratories and having coverages ranging from 0.44×-26× (median 4×) and average read lengths 52-121 bps (median 69), exhibit coherent deletion frequencies. Across these 50 genomes, inter-individual genetic diversity measured using SNPs and CONGA-genotyped deletions are highly correlated. CONGA-genotyped deletions also display purifying selection signatures, as expected. CONGA thus paves the way for systematic CNV analyses in ancient genomes, despite the technical challenges posed by low and variable genome coverage.
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Affiliation(s)
- Arda Söylev
- Department of Computer Engineering, Konya Food and Agriculture University, Konya, Turkey
- Institute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
- * E-mail: (AS); (MS)
| | | | - Dilek Koptekin
- Department of Health Informatics, Graduate School of Informatics, Middle East Technical University, Ankara, Turkey
| | - Can Alkan
- Department of Computer Engineering, Bilkent University, Ankara, Turkey
| | - Mehmet Somel
- Department of Biology, Middle East Technical University, Ankara, Turkey
- * E-mail: (AS); (MS)
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19
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Mullin VE, Stephen W, Arce AN, Nash W, Raine C, Notton DG, Whiffin A, Blagderov V, Gharbi K, Hogan J, Hunter T, Irish N, Jackson S, Judd S, Watkins C, Haerty W, Ollerton J, Brace S, Gill RJ, Barnes I. First large‐scale quantification study of DNA preservation in insects from natural history collections using genome‐wide sequencing. Methods Ecol Evol 2022. [DOI: 10.1111/2041-210x.13945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Victoria E. Mullin
- Department of Earth Sciences The Natural History Museum London UK
- Smurfit Institute of Genetics Trinity College Dublin Dublin Ireland
| | - William Stephen
- Department of Earth Sciences The Natural History Museum London UK
| | - Andres N. Arce
- Georgina Mace Centre for The Living Planet Department of Life Sciences, Silwood Park, Imperial College London Berks UK
- School of Engineering, Arts, Science & Technology University of Suffolk Ipswich UK
| | - Will Nash
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | - Calum Raine
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | | | | | | | - Karim Gharbi
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | - James Hogan
- Oxford University Museum of Natural History Oxford UK
| | | | - Naomi Irish
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | - Simon Jackson
- Tullie House Museum and Art Gallery Trust Carlisle UK
- Ipswich Museum (Colchester and Ipswich Museums) Ipswich UK
| | | | - Chris Watkins
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | - Wilfried Haerty
- The Earlham Institute Norwich Research Park, Colney Lane Norwich UK
| | - Jeff Ollerton
- Faculty of Arts, Science and Technology University of Northampton Northampton UK
| | - Selina Brace
- Department of Earth Sciences The Natural History Museum London UK
| | - Richard J. Gill
- Georgina Mace Centre for The Living Planet Department of Life Sciences, Silwood Park, Imperial College London Berks UK
| | - Ian Barnes
- Department of Earth Sciences The Natural History Museum London UK
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20
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Li S, Peng Y, Panchenko AR. DNA methylation: Precise modulation of chromatin structure and dynamics. Curr Opin Struct Biol 2022; 75:102430. [PMID: 35914496 DOI: 10.1016/j.sbi.2022.102430] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/06/2022] [Accepted: 06/16/2022] [Indexed: 11/19/2022]
Abstract
DNA methylation plays a vital role in epigenetic regulation in both plants and animals, and typically occurs at the 5-carbon position of the cytosine pyrimidine ring within the CpG dinucleotide steps. Cytosine methylation can alter DNA's geometry, mechanical and physico-chemical properties - thus influencing the molecular signaling events vital for transcription, replication and chromatin remodeling. Despite the profound effect cytosine methylation can have on DNA, the underlying atomistic mechanisms remain enigmatic. Many studies so far have produced controversial findings on how cytosine methylation dictates DNA flexibility and accessibility, nucleosome stability and dynamics. Here, we review the most recent experimental and computational studies that provide precise characterization of structure and function of cytosine methylation and its versatile roles in modulating DNA mechanics, nucleosome and chromatin structure, stability and dynamics. Moreover, the review briefly discusses the relationship between DNA methylation and nucleosome positioning, and the crosstalk between DNA methylation and histone tail modifications.
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Affiliation(s)
- Shuxiang Li
- Department of Pathology and Molecular Medicine, School of Medicine, Queen's University, ON, Canada
| | - Yunhui Peng
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Anna R Panchenko
- Department of Pathology and Molecular Medicine, School of Medicine, Queen's University, ON, Canada.
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21
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A study of strong nucleosomes in the human genome. iScience 2022; 25:104593. [PMID: 35789840 PMCID: PMC9249913 DOI: 10.1016/j.isci.2022.104593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 03/03/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022] Open
Abstract
Micrococcal nuclease (MNase) is widely used to map nucleosomes. However, nucleosomes are highly dynamic and susceptible to experimental conditions, resulting in extreme variability across nucleosome maps, which complicates the generation of accurate nucleosome organization data. We mapped nucleosomes from different individuals using improved MNase-seq. The improvements included setting different digestion levels (low, medium, high) and naked DNA correction to remove the noise caused by experimental manipulation and comparing maps to obtain the accurate position and occupancy of strong nucleosomes (SNs) in the whole genome. In addition, the characteristics of SNs were further excavated. SNs were enriched in Alu elements and near the centromere of Chr12. SNs contain some specific sequences, and the GC content of SNs is different from that of dynamic nucleosomes. The findings suggest that nucleosome location in the genome and the DNA sequence may affect nucleosome stability. Naked DNA correction improved the accuracy of nucleosome map in partial digestion Level of MNase digestion has effects on nucleosome organization A type of strong nucleosomes (SNs) exist across different nucleosome maps Nucleosome stability may be related to its location and the DNA sequence
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22
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Suchan T, Chauvey L, Poullet M, Tonasso‐Calvière L, Schiavinato S, Clavel P, Clavel B, Lepetz S, Seguin‐Orlando A, Orlando L. Assessing the impact of USER‐treatment on hyRAD capture applied to ancient DNA. Mol Ecol Resour 2022; 22:2262-2274. [DOI: 10.1111/1755-0998.13619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 03/09/2022] [Accepted: 03/23/2022] [Indexed: 12/01/2022]
Affiliation(s)
- Tomasz Suchan
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
- W. Szafer Institute of Botany Polish Academy of Sciences Lubicz 46 31‐512 Kraków Poland
| | - Lorelei Chauvey
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Marine Poullet
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Laure Tonasso‐Calvière
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Stéphanie Schiavinato
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Pierre Clavel
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Benoit Clavel
- Archéozoologie, Archéobotanique: sociétés, pratiques et environnements (AASPE) Muséum National d’Histoire Naturelle CNRS CP 55 rue Buffon Paris France
| | - Sébastien Lepetz
- Archéozoologie, Archéobotanique: sociétés, pratiques et environnements (AASPE) Muséum National d’Histoire Naturelle CNRS CP 55 rue Buffon Paris France
| | - Andaine Seguin‐Orlando
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
| | - Ludovic Orlando
- Centre d’Anthropobiologie et de Génomique de Toulouse (CAGT) Université Paul Sabatier Faculté de Santé 37 allées Jules Guesde, Bâtiment A 31000 Toulouse France
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23
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Li DJ. Distributional features of triplet codons in genomes underlie the diversification of life. Biosystems 2022; 217:104681. [DOI: 10.1016/j.biosystems.2022.104681] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 04/04/2022] [Accepted: 04/07/2022] [Indexed: 11/02/2022]
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24
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Epigenomic Modifications in Modern and Ancient Genomes. Genes (Basel) 2022; 13:genes13020178. [PMID: 35205223 PMCID: PMC8872240 DOI: 10.3390/genes13020178] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 12/26/2022] Open
Abstract
Epigenetic changes have been identified as a major driver of fundamental metabolic pathways. More specifically, the importance of epigenetic regulatory mechanisms for biological processes like speciation and embryogenesis has been well documented and revealed the direct link between epigenetic modifications and various diseases. In this review, we focus on epigenetic changes in animals with special attention on human DNA methylation utilizing ancient and modern genomes. Acknowledging the latest developments in ancient DNA research, we further discuss paleoepigenomic approaches as the only means to infer epigenetic changes in the past. Investigating genome-wide methylation patterns of ancient humans may ultimately yield in a more comprehensive understanding of how our ancestors have adapted to the changing environment, and modified their lifestyles accordingly. We discuss the difficulties of working with ancient DNA in particular utilizing paleoepigenomic approaches, and assess new paleoepigenomic data, which might be helpful in future studies.
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25
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Correia Dias H, Manco L, Corte Real F, Cunha E. A Blood-Bone-Tooth Model for Age Prediction in Forensic Contexts. BIOLOGY 2021; 10:biology10121312. [PMID: 34943227 PMCID: PMC8698317 DOI: 10.3390/biology10121312] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/26/2021] [Accepted: 12/07/2021] [Indexed: 11/25/2022]
Abstract
Simple Summary DNA methylation age estimation is one of the hottest topics in forensic field nowadays. Age estimation can be improved under a multidisciplinary approach, the role of a forensic anthropologist and forensic epigeneticist being crucial in the establishment of new basis for age estimation. The development of epigenetic models for bones and tooth samples is crucial in this way. Moreover, developing models for age estimation using several samples can be a useful tool in forensics. In this study, we built two multi-tissue models for age estimation, combining blood, bones and tooth samples and using two different methodologies. Through the Sanger sequencing methodology, we built a model with seven age-correlated markers and a mean absolute deviation between predicted and chronological ages of 6.06 years. Using the SNaPshot assay, a model with three markers has been developed revealing a mean absolute deviation between predicted and chronological ages of 6.49 years. Our results showed the usefulness of DNA methylation age estimation in forensic contexts and brought new insights into the development of multi-tissue models applied to blood, bones and teeth. In the future, we expected that these procedures can be applied to the Medico-Legal facilities to use DNA methylation in routine practice for age estimation. Abstract The development of age prediction models (APMs) focusing on DNA methylation (DNAm) levels has revolutionized the forensic age estimation field. Meanwhile, the predictive ability of multi-tissue models with similar high accuracy needs to be explored. This study aimed to build multi-tissue APMs combining blood, bones and tooth samples, herein named blood–bone–tooth-APM (BBT-APM), using two different methodologies. A total of 185 and 168 bisulfite-converted DNA samples previously addressed by Sanger sequencing and SNaPshot methodologies, respectively, were considered for this study. The relationship between DNAm and age was assessed using simple and multiple linear regression models. Through the Sanger sequencing methodology, we built a BBT-APM with seven CpGs in genes ELOVL2, EDARADD, PDE4C, FHL2 and C1orf132, allowing us to obtain a Mean Absolute Deviation (MAD) between chronological and predicted ages of 6.06 years, explaining 87.8% of the variation in age. Using the SNaPshot assay, we developed a BBT-APM with three CpGs at ELOVL2, KLF14 and C1orf132 genes with a MAD of 6.49 years, explaining 84.7% of the variation in age. Our results showed the usefulness of DNAm age in forensic contexts and brought new insights into the development of multi-tissue APMs applied to blood, bone and teeth.
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Affiliation(s)
- Helena Correia Dias
- Research Centre for Anthropology and Health (CIAS), Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal;
- Centre for Functional Ecology (CEF), Laboratory of Forensic Anthropology, Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal;
- National Institute of Legal Medicine and Forensic Sciences, 3000-548 Coimbra, Portugal;
- Correspondence: ; Tel.: +351-239240700; Fax: +351-239855211
| | - Licínio Manco
- Research Centre for Anthropology and Health (CIAS), Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal;
| | - Francisco Corte Real
- National Institute of Legal Medicine and Forensic Sciences, 3000-548 Coimbra, Portugal;
- Faculty of Medicine, University of Coimbra, 3000-370 Coimbra, Portugal
| | - Eugénia Cunha
- Centre for Functional Ecology (CEF), Laboratory of Forensic Anthropology, Department of Life Sciences, University of Coimbra, 3000-456 Coimbra, Portugal;
- National Institute of Legal Medicine and Forensic Sciences, 3000-548 Coimbra, Portugal;
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26
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Zhur KV, Trifonov VA, Prokhortchouk EB. Progress and Prospects in Epigenetic Studies of Ancient DNA. BIOCHEMISTRY. BIOKHIMIIA 2021; 86:1563-1571. [PMID: 34937535 DOI: 10.1134/s0006297921120051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/17/2021] [Accepted: 11/17/2021] [Indexed: 06/14/2023]
Abstract
Development of technologies for high-throughput whole-genome sequencing and improvement of sample preparation techniques made it possible to study ancient DNA (aDNA) from archaeological samples over a million year old. The studies of aDNA have shed light on the history of human migration, replacement of populations, interbreeding of Cro-Magnons with Neanderthals and Denisovans, evolution of human pathogens, etc. Equally important is the possibility to investigate epigenetic modifications of ancient genomes, which has allowed to obtain previously inaccessible information on gene expression, nucleosome positioning, and DNA methylation. Analysis of methylation status of certain genomic sites can predict an individual's age at death and reconstruct some phenotypic features, as it was done for the Denisovan genome, and even to elucidate unfavorable environmental factors that had affected this archaic individual. In this review, we discuss current progress in epigenetic studies of aDNA, including methodological approaches and promising research directions in this field.
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Affiliation(s)
- Kristina V Zhur
- Federal Research Centre "Fundamentals of Biotechnology", Russian Academy of Sciences, Moscow, 119071, Russia
| | - Victor A Trifonov
- Institute for History of Material Culture, Russian Academy of Sciences, St.-Petersburg, 191186, Russia
| | - Egor B Prokhortchouk
- Federal Research Centre "Fundamentals of Biotechnology", Russian Academy of Sciences, Moscow, 119071, Russia.
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27
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Smith RW, Non AL. Assessing the achievements and uncertain future of paleoepigenomics. Epigenomics 2021; 14:167-173. [PMID: 34850636 DOI: 10.2217/epi-2021-0382] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Affiliation(s)
- Rick Wa Smith
- Department of Sociology and Anthropology, George Mason University, Fairfax, VA 22030, USA
| | - Amy L Non
- Department of Anthropology, University of California, San Diego, La Jolla, CA 92093, USA
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28
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Hahn EE, Alexander MR, Grealy A, Stiller J, Gardiner DM, Holleley CE. Unlocking inaccessible historical genomes preserved in formalin. Mol Ecol Resour 2021; 22:2130-2147. [PMID: 34549888 DOI: 10.1111/1755-0998.13505] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 09/08/2021] [Accepted: 09/10/2021] [Indexed: 11/27/2022]
Abstract
Museum specimens represent an unparalleled record of historical genomic data. However, the widespread practice of formalin preservation has thus far impeded genomic analysis of a large proportion of specimens. Limited DNA sequencing from formalin-preserved specimens has yielded low genomic coverage with unpredictable success. We set out to refine sample processing methods and to identify specimen characteristics predictive of sequencing success. With a set of taxonomically diverse specimens collected between 1962 and 2006 and ranging in preservation quality, we compared the efficacy of several end-to-end whole genome sequencing workflows alongside a k-mer-based trimming-free read alignment approach to maximize mapping of endogenous sequence. We recovered complete mitochondrial genomes and up to 3× nuclear genome coverage from formalin-preserved tissues. Hot alkaline lysis coupled with phenol-chloroform extraction out-performed proteinase K digestion in recovering DNA, while library preparation method had little impact on sequencing success. The strongest predictor of DNA yield was overall specimen condition, which additively interacts with preservation conditions to accelerate DNA degradation. Here, we demonstrate a significant advance in capability beyond limited recovery of a small number of loci via PCR or target-capture sequencing. To facilitate strategic selection of suitable specimens for genomic sequencing, we present a decision-making framework that utilizes independent and nondestructive assessment criteria. Sequencing of formalin-preserved specimens will contribute to a greater understanding of temporal trends in genetic adaptation, including those associated with a changing climate. Our work enhances the value of museum collections worldwide by unlocking genomes of specimens that have been disregarded as a valid molecular resource.
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Affiliation(s)
- Erin E Hahn
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT, Australia
| | - Marina R Alexander
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT, Australia
| | - Alicia Grealy
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT, Australia
| | - Jiri Stiller
- Agriculture and Food, Commonwealth Scientific Industrial Research Organisation, St Lucia, Qld, Australia
| | - Donald M Gardiner
- Agriculture and Food, Commonwealth Scientific Industrial Research Organisation, St Lucia, Qld, Australia
| | - Clare E Holleley
- National Research Collections Australia, Commonwealth Scientific Industrial Research Organisation, Canberra, ACT, Australia
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29
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Schmidt M, Maixner F, Hotz G, Pap I, Szikossy I, Pálfi G, Zink A, Wagner W. DNA methylation profiling in mummified human remains from the eighteenth-century. Sci Rep 2021; 11:15493. [PMID: 34326450 PMCID: PMC8322318 DOI: 10.1038/s41598-021-95021-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 07/19/2021] [Indexed: 12/19/2022] Open
Abstract
Reconstruction of ancient epigenomes by DNA methylation (DNAm) can shed light into the composition of cell types, disease states, and age at death. However, such analysis is hampered by impaired DNA quality and little is known how decomposition affects DNAm. In this study, we determined if EPIC Illumina BeadChip technology is applicable for specimens from mummies of the eighteenth century CE. Overall, the signal intensity on the microarray was extremely low, but for one of two samples we were able to detect characteristic DNAm signals in a subset of CG dinucleotides (CpGs), which were selected with a stringent processing pipeline. Using only these CpGs we could train epigenetic signatures with reference DNAm profiles of multiple tissues and our predictions matched the fact that the specimen was lung tissue from a 28-year-old woman. Thus, we provide proof of principle that Illumina BeadChips are applicable for DNAm profiling in ancient samples.
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Affiliation(s)
- Marco Schmidt
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, Pauwelsstrasse 20, 52074, Aachen, Germany
| | - Frank Maixner
- Institute for Mummy Studies, Eurac Research, Viale Druso, 1, 39100, Bolzano, Italy
| | - Gerhard Hotz
- Anthropological Collection, Natural History Museum of Basel, 4051, Basel, Switzerland.,Integrative Prehistory and Archaeological Science (IPAS), University of Basel, 4051, Basel, Switzerland
| | - Ildikó Pap
- Department of Biological Anthropology, Faculty of Science and Informatics, University of Szeged, 6726, Szeged, Hungary.,Department of Anthropology, Hungarian Natural History Museum, 1083, Budapest, Hungary.,Department of Biological Anthropology, Eötvös University, 1117, Budapest, Hungary
| | - Ildikó Szikossy
- Department of Biological Anthropology, Faculty of Science and Informatics, University of Szeged, 6726, Szeged, Hungary.,Department of Anthropology, Hungarian Natural History Museum, 1083, Budapest, Hungary
| | - György Pálfi
- Department of Biological Anthropology, Faculty of Science and Informatics, University of Szeged, 6726, Szeged, Hungary
| | - Albert Zink
- Institute for Mummy Studies, Eurac Research, Viale Druso, 1, 39100, Bolzano, Italy
| | - Wolfgang Wagner
- Helmholtz-Institute for Biomedical Engineering, Stem Cell Biology and Cellular Engineering, RWTH Aachen University Medical School, Pauwelsstrasse 20, 52074, Aachen, Germany.
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30
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Pérez-Escobar OA, Bellot S, Przelomska NAS, Flowers JM, Nesbitt M, Ryan P, Gutaker RM, Gros-Balthazard M, Wells T, Kuhnhäuser BG, Schley R, Bogarín D, Dodsworth S, Diaz R, Lehmann M, Petoe P, Eiserhardt WL, Preick M, Hofreiter M, Hajdas I, Purugganan M, Antonelli A, Gravendeel B, Leitch IJ, Torres Jimenez MF, Papadopulos AST, Chomicki G, Renner SS, Baker WJ. Molecular clocks and archaeogenomics of a Late Period Egyptian date palm leaf reveal introgression from wild relatives and add timestamps on the domestication. Mol Biol Evol 2021; 38:4475-4492. [PMID: 34191029 PMCID: PMC8476131 DOI: 10.1093/molbev/msab188] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The date palm, Phoenix dactylifera, has been a cornerstone of Middle Eastern and North African agriculture for millennia. It was first domesticated in the Persian Gulf, and its evolution appears to have been influenced by gene flow from two wild relatives, P. theophrasti, currently restricted to Crete and Turkey, and P. sylvestris, widespread from Bangladesh to the West Himalayas. Genomes of ancient date palm seeds show that gene flow from P. theophrasti to P. dactylifera may have occurred by ∼2,200 years ago, but traces of P. sylvestris could not be detected. We here integrate archeogenomics of a ∼2,100-year-old P. dactylifera leaf from Saqqara (Egypt), molecular-clock dating, and coalescence approaches with population genomic tests, to probe the hybridization between the date palm and its two closest relatives and provide minimum and maximum timestamps for its reticulated evolution. The Saqqara date palm shares a close genetic affinity with North African date palm populations, and we find clear genomic admixture from both P. theophrasti, and P. sylvestris, indicating that both had contributed to the date palm genome by 2,100 years ago. Molecular-clocks placed the divergence of P. theophrasti from P. dactylifera/P. sylvestris and that of P. dactylifera from P. sylvestris in the Upper Miocene, but strongly supported, conflicting topologies point to older gene flow between P. theophrasti and P. dactylifera, and P. sylvestris and P. dactylifera. Our work highlights the ancient hybrid origin of the date palms, and prompts the investigation of the functional significance of genetic material introgressed from both close relatives, which in turn could prove useful for modern date palm breeding.
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Affiliation(s)
| | - Sidonie Bellot
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | - Natalia A S Przelomska
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK.,National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - Jonathan M Flowers
- Center for Genomics and Systems Biology, New York University Abu Dhabi, United Arab Emirates
| | - Mark Nesbitt
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | - Philippa Ryan
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | | | - Muriel Gros-Balthazard
- French National Research Institute for Sustainable Development, Montpellier, BP 64501 - 34394 Cedex 5, France
| | - Tom Wells
- Department of Plant Sciences, University of Oxford, Oxford, OX1 3QU, UK
| | | | - Rowan Schley
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | - Diego Bogarín
- Lankester Botanical Garden, University of Costa Rica, San José, 302-7050, Costa Rica
| | - Steven Dodsworth
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK.,School of Biological Sciences, University of Portsmouth, Portsmouth PO1 2DY, UK
| | - Rudy Diaz
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | | | - Peter Petoe
- Department of Biology, Aarhus University, 8000 Aarhus C, Denmark
| | - Wolf L Eiserhardt
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK.,Department of Biology, Aarhus University, 8000 Aarhus C, Denmark
| | - Michaela Preick
- Institute of Biochemistry and Biology, University of Potsdam, 14469 Potsdam, Germany
| | - Michael Hofreiter
- Institute of Biochemistry and Biology, University of Potsdam, 14469 Potsdam, Germany
| | - Irka Hajdas
- Department of Earth Sciences, ETH Zurich, 8092, Switzerland
| | - Michael Purugganan
- Center for Genomics and Systems Biology, New York University Abu Dhabi, United Arab Emirates
| | - Alexandre Antonelli
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK.,Department of Plant Sciences, University of Oxford, Oxford, OX1 3QU, UK.,Gothenburg Global Biodiversity Centre and Department of Biological and Environmental Sciences, University of Gothenburg, 413 19, Sweden
| | | | - Ilia J Leitch
- Royal Botanic Gardens, Kew, Richmond TW9 3AE. London, UK
| | - Maria Fernanda Torres Jimenez
- Gothenburg Global Biodiversity Centre and Department of Biological and Environmental Sciences, University of Gothenburg, 413 19, Sweden
| | - Alexander S T Papadopulos
- Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, University of Bangor, Bangor LL57 2UW, UK
| | - Guillaume Chomicki
- Department of Animal and Plant Sciences, Alfred Denny Building, University of Sheffield, Western Bank, Sheffield S10 2TN, UK
| | - Susanne S Renner
- Department of Biology, Washington University, Saint Louis, MO 63130, USA
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31
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Kyger R, Luzuriaga-Neira A, Layman T, Milkewitz Sandberg TO, Singh D, Huchon D, Peri S, Atkinson SD, Bartholomew JL, Yi SV, Alvarez-Ponce D. Myxosporea (Myxozoa, Cnidaria) Lack DNA Cytosine Methylation. Mol Biol Evol 2021; 38:393-404. [PMID: 32898240 PMCID: PMC7826176 DOI: 10.1093/molbev/msaa214] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
DNA cytosine methylation is central to many biological processes, including regulation of gene expression, cellular differentiation, and development. This DNA modification is conserved across animals, having been found in representatives of sponges, ctenophores, cnidarians, and bilaterians, and with very few known instances of secondary loss in animals. Myxozoans are a group of microscopic, obligate endoparasitic cnidarians that have lost many genes over the course of their evolution from free-living ancestors. Here, we investigated the evolution of the key enzymes involved in DNA cytosine methylation in 29 cnidarians and found that these enzymes were lost in an ancestor of Myxosporea (the most speciose class of Myxozoa). Additionally, using whole-genome bisulfite sequencing, we confirmed that the genomes of two distant species of myxosporeans, Ceratonova shasta and Henneguya salminicola, completely lack DNA cytosine methylation. Our results add a notable and novel taxonomic group, the Myxosporea, to the very short list of animal taxa lacking DNA cytosine methylation, further illuminating the complex evolutionary history of this epigenetic regulatory mechanism.
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Affiliation(s)
- Ryan Kyger
- Department of Biology, University of Nevada, Reno, NV
| | | | - Thomas Layman
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
| | | | - Devika Singh
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
| | - Dorothée Huchon
- Department of Zoology, Tel Aviv University, Tel Aviv, Israel.,The Steinhardt Museum of Natural History and National Research Center, Tel Aviv University, Tel Aviv, Israel
| | - Sateesh Peri
- Department of Biology, University of Nevada, Reno, NV
| | | | | | - Soojin V Yi
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
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32
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Barbier J, Vaillant C, Volff JN, Brunet FG, Audit B. Coupling between Sequence-Mediated Nucleosome Organization and Genome Evolution. Genes (Basel) 2021; 12:genes12060851. [PMID: 34205881 PMCID: PMC8228248 DOI: 10.3390/genes12060851] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 05/27/2021] [Accepted: 05/27/2021] [Indexed: 12/12/2022] Open
Abstract
The nucleosome is a major modulator of DNA accessibility to other cellular factors. Nucleosome positioning has a critical importance in regulating cell processes such as transcription, replication, recombination or DNA repair. The DNA sequence has an influence on the position of nucleosomes on genomes, although other factors are also implicated, such as ATP-dependent remodelers or competition of the nucleosome with DNA binding proteins. Different sequence motifs can promote or inhibit the nucleosome formation, thus influencing the accessibility to the DNA. Sequence-encoded nucleosome positioning having functional consequences on cell processes can then be selected or counter-selected during evolution. We review the interplay between sequence evolution and nucleosome positioning evolution. We first focus on the different ways to encode nucleosome positions in the DNA sequence, and to which extent these mechanisms are responsible of genome-wide nucleosome positioning in vivo. Then, we discuss the findings about selection of sequences for their nucleosomal properties. Finally, we illustrate how the nucleosome can directly influence sequence evolution through its interactions with DNA damage and repair mechanisms. This review aims to provide an overview of the mutual influence of sequence evolution and nucleosome positioning evolution, possibly leading to complex evolutionary dynamics.
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Affiliation(s)
- Jérémy Barbier
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
| | - Cédric Vaillant
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
| | - Jean-Nicolas Volff
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
- Correspondence: (J.-N.V.); (B.A.)
| | - Frédéric G. Brunet
- Institut de Génomique Fonctionnelle de Lyon, Univ Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Univ Claude Bernard Lyon 1, F-69364 Lyon, France; (J.B.); (F.G.B.)
| | - Benjamin Audit
- Laboratoire de Physique, Univ Lyon, ENS de Lyon, CNRS, F-69342 Lyon, France;
- Correspondence: (J.-N.V.); (B.A.)
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Abstract
Determining the effect of DNA methylation on chromatin structure and function in higher organisms is challenging due to the extreme complexity of epigenetic regulation. We studied a simpler model system, budding yeast, that lacks DNA methylation machinery making it a perfect model system to study the intrinsic role of DNA methylation in chromatin structure and function. We expressed the murine DNA methyltransferases in Saccharomyces cerevisiae and analyzed the correlation between DNA methylation, nucleosome positioning, gene expression and 3D genome organization. Despite lacking the machinery for positioning and reading methylation marks, induced DNA methylation follows a conserved pattern with low methylation levels at the 5’ end of the gene increasing gradually toward the 3’ end, with concentration of methylated DNA in linkers and nucleosome free regions, and with actively expressed genes showing low and high levels of methylation at transcription start and terminating sites respectively, mimicking the patterns seen in mammals. We also see that DNA methylation increases chromatin condensation in peri-centromeric regions, decreases overall DNA flexibility, and favors the heterochromatin state. Taken together, these results demonstrate that methylation intrinsically modulates chromatin structure and function even in the absence of cellular machinery evolved to recognize and process the methylation signal. Multi-layered epigenetic regulation in higher eukaryotes makes it challenging to disentangle the individual effects of modifications on chromatin structure and function. Here, the authors expressed mammalian DNA methyltransferases in yeast, which have no DNA methylation, to show that methylation has intrinsic effects on chromatin structure.
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Weiss CV, Harshman L, Inoue F, Fraser HB, Petrov DA, Ahituv N, Gokhman D. The cis-regulatory effects of modern human-specific variants. eLife 2021; 10:e63713. [PMID: 33885362 PMCID: PMC8062137 DOI: 10.7554/elife.63713] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 03/30/2021] [Indexed: 12/24/2022] Open
Abstract
The Neanderthal and Denisovan genomes enabled the discovery of sequences that differ between modern and archaic humans, the majority of which are noncoding. However, our understanding of the regulatory consequences of these differences remains limited, in part due to the decay of regulatory marks in ancient samples. Here, we used a massively parallel reporter assay in embryonic stem cells, neural progenitor cells, and bone osteoblasts to investigate the regulatory effects of the 14,042 single-nucleotide modern human-specific variants. Overall, 1791 (13%) of sequences containing these variants showed active regulatory activity, and 407 (23%) of these drove differential expression between human groups. Differentially active sequences were associated with divergent transcription factor binding motifs, and with genes enriched for vocal tract and brain anatomy and function. This work provides insight into the regulatory function of variants that emerged along the modern human lineage and the recent evolution of human gene expression.
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Affiliation(s)
- Carly V Weiss
- Department of Biology, Stanford University, StanfordStanfordUnited States
| | - Lana Harshman
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San FranciscoSan FranciscoUnited States
- Institute for Human Genetics, University of California San Francisco, San FranciscoSan FranciscoUnited States
| | - Fumitaka Inoue
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San FranciscoSan FranciscoUnited States
- Institute for Human Genetics, University of California San Francisco, San FranciscoSan FranciscoUnited States
| | - Hunter B Fraser
- Department of Biology, Stanford University, StanfordStanfordUnited States
| | - Dmitri A Petrov
- Department of Biology, Stanford University, StanfordStanfordUnited States
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San FranciscoSan FranciscoUnited States
- Institute for Human Genetics, University of California San Francisco, San FranciscoSan FranciscoUnited States
| | - David Gokhman
- Department of Biology, Stanford University, StanfordStanfordUnited States
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Abstract
Aim: Social scientists have placed particularly high expectations on the study of epigenomics to explain how exposure to adverse social factors like poverty, child maltreatment and racism - particularly early in childhood - might contribute to complex diseases. However, progress has stalled, reflecting many of the same challenges faced in genomics, including overhype, lack of diversity in samples, limited replication and difficulty interpreting significance of findings. Materials & methods: This review focuses on the future of social epigenomics by discussing progress made, ongoing methodological and analytical challenges and suggestions for improvement. Results & conclusion: Recommendations include more diverse sample types, cross-cultural, longitudinal and multi-generational studies. True integration of social and epigenomic data will require increased access to both data types in publicly available databases, enhanced data integration frameworks, and more collaborative efforts between social scientists and geneticists.
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Affiliation(s)
- Amy L Non
- Department of Anthropology at the University of California, San Diego, 92093 CA, USA
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Heterogeneous Hunter-Gatherer and Steppe-Related Ancestries in Late Neolithic and Bell Beaker Genomes from Present-Day France. Curr Biol 2021; 31:1072-1083.e10. [PMID: 33434506 DOI: 10.1016/j.cub.2020.12.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 12/11/2020] [Accepted: 12/11/2020] [Indexed: 12/17/2022]
Abstract
The transition from the Late Neolithic to the Bronze Age has witnessed important population and societal changes in western Europe.1 These include massive genomic contributions of pastoralist herders originating from the Pontic-Caspian steppes2,3 into local populations, resulting from complex interactions between collapsing hunter-gatherers and expanding farmers of Anatolian ancestry.4-8 This transition is documented through extensive ancient genomic data from present-day Britain,9,10 Ireland,11,12 Iberia,13 Mediterranean islands,14,15 and Germany.8 It remains, however, largely overlooked in France, where most focus has been on the Middle Neolithic (n = 63),8,9,16 with the exception of one Late Neolithic genome sequenced at 0.05× coverage.16 This leaves the key transitional period covering ∼3,400-2,700 cal. years (calibrated years) BCE genetically unsampled and thus the exact time frame of hunter-gatherer persistence and arrival of steppe migrations unknown. To remediate this, we sequenced 24 ancient human genomes from France spanning ∼3,400-1,600 cal. years BCE. This reveals Late Neolithic populations that are genetically diverse and include individuals with dark skin, hair, and eyes. We detect heterogeneous hunter-gatherer ancestries within Late Neolithic communities, reaching up to ∼63.3% in some individuals, and variable genetic contributions of steppe herders in Bell Beaker populations. We provide an estimate as late as ∼3,800 years BCE for the admixture between Neolithic and Mesolithic populations and as early as ∼2,650 years BCE for the arrival of steppe-related ancestry. The genomic heterogeneity characterized underlines the complex history of human interactions even at the local scale.
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Orlando L. The Evolutionary and Historical Foundation of the Modern Horse: Lessons from Ancient Genomics. Annu Rev Genet 2020; 54:563-581. [PMID: 32960653 DOI: 10.1146/annurev-genet-021920-011805] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The domestication of the horse some 5,500 years ago followed those of dogs, sheep, goats, cattle, and pigs by ∼2,500-10,000 years. By providing fast transportation and transforming warfare, the horse had an impact on human history with no equivalent in the animal kingdom. Even though the equine sport industry has considerable economic value today, the evolutionary history underlying the emergence of the modern domestic horse remains contentious. In the last decade, novel sequencing technologies have revolutionized our capacity to sequence the complete genome of organisms, including from archaeological remains. Applied to horses, these technologies have provided unprecedented levels of information and have considerably changed models of horse domestication. This review illustrates how ancient DNA, especially ancient genomes, has inspired researchers to rethink the process by which horses were first domesticated and then diversified into a variety of breeds showing a range of traits that are useful to humans.
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Affiliation(s)
- Ludovic Orlando
- Laboratoire d'Anthropobiologie Moléculaire et Imagerie de Synthèse, Faculté de Médecine Purpan, Université Toulouse III-Paul Sabatier, 31000 Toulouse, France;
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Peyrégne S, Prüfer K. Present-Day DNA Contamination in Ancient DNA Datasets. Bioessays 2020; 42:e2000081. [PMID: 32648350 DOI: 10.1002/bies.202000081] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/20/2020] [Indexed: 01/06/2023]
Abstract
Present-day contamination can lead to false conclusions in ancient DNA studies. A number of methods are available to estimate contamination, which use a variety of signals and are appropriate for different types of data. Here an overview of currently available methods highlighting their strengths and weaknesses is provided, and a classification based on the signals used to estimate contamination is proposed. This overview aims at enabling researchers to choose the most appropriate methods for their dataset. Based on this classification, potential avenues for the further development of methods are discussed.
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Affiliation(s)
- Stéphane Peyrégne
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, 04103, Germany
| | - Kay Prüfer
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, 04103, Germany.,Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Germany
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Toppinen M, Pratas D, Väisänen E, Söderlund-Venermo M, Hedman K, Perdomo MF, Sajantila A. The landscape of persistent human DNA viruses in femoral bone. Forensic Sci Int Genet 2020; 48:102353. [PMID: 32668397 DOI: 10.1016/j.fsigen.2020.102353] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 06/24/2020] [Accepted: 07/06/2020] [Indexed: 12/15/2022]
Abstract
The imprints left by persistent DNA viruses in the tissues can testify to the changes driving virus evolution as well as provide clues on the provenance of modern and ancient humans. However, the history hidden in skeletal remains is practically unknown, as only parvovirus B19 and hepatitis B virus DNA have been detected in hard tissues so far. Here, we investigated the DNA prevalences of 38 viruses in femoral bone of recently deceased individuals. To this end, we used quantitative PCRs and a custom viral targeted enrichment followed by next-generation sequencing. The data was analyzed with a tailor-made bioinformatics pipeline. Our findings revealed bone to be a much richer source of persistent DNA viruses than earlier perceived, discovering ten additional ones, including several members of the herpes- and polyomavirus families, as well as human papillomavirus 31 and torque teno virus. Remarkably, many of the viruses found have oncogenic potential and/or may reactivate in the elderly and immunosuppressed individuals. Thus, their persistence warrants careful evaluation of their clinical significance and impact on bone biology. Our findings open new frontiers for the study of virus evolution from ancient relics as well as provide new tools for the investigation of human skeletal remains in forensic and archaeological contexts.
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Affiliation(s)
- Mari Toppinen
- Department of Virology, University of Helsinki, Finland
| | - Diogo Pratas
- Department of Virology, University of Helsinki, Finland; Department of Electronics, Telecommunications and Informatics, University of Aveiro, Portugal; Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Portugal
| | | | | | - Klaus Hedman
- Department of Virology, University of Helsinki, Finland; HUSLAB, Helsinki University Hospital, Finland
| | | | - Antti Sajantila
- Department of Forensic Medicine, University of Helsinki, Finland; Forensic Medicine Unit, Finnish Institute of Health and Welfare, Finland.
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40
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Mathov Y, Batyrev D, Meshorer E, Carmel L. Harnessing epigenetics to study human evolution. Curr Opin Genet Dev 2020; 62:23-29. [PMID: 32574964 DOI: 10.1016/j.gde.2020.05.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 05/18/2020] [Accepted: 05/22/2020] [Indexed: 11/27/2022]
Abstract
Recent advances in ancient DNA extraction and high-throughput sequencing technologies enabled the high-quality sequencing of archaic genomes, including the Neanderthal and the Denisovan. While comparisons with modern humans revealed both archaic-specific and human-specific sequence changes, in the absence of gene expression information, understanding the functional implications of such genetic variations remains a major challenge. To study gene regulation in archaic humans, epigenetic research comes to our aid. DNA methylation, which is highly correlated with transcription, can be directly measured in modern samples, as well as reconstructed in ancient samples. This puts DNA methylation as a natural basis for comparative epigenetics between modern humans, archaic humans and nonhuman primates.
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Affiliation(s)
- Yoav Mathov
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, 9190400, Israel; The Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem 9190400, Israel
| | - Daniel Batyrev
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, 9190400, Israel; The Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem 9190400, Israel
| | - Eran Meshorer
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, 9190400, Israel; The Edmond and Lily Safra Center for Brain Sciences (ELSC), The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem 9190400, Israel.
| | - Liran Carmel
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, 9190400, Israel.
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41
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Reconstructing Denisovan Anatomy Using DNA Methylation Maps. Cell 2020; 179:180-192.e10. [PMID: 31539495 DOI: 10.1016/j.cell.2019.08.035] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 05/24/2019] [Accepted: 08/20/2019] [Indexed: 12/26/2022]
Abstract
Denisovans are an extinct group of humans whose morphology remains unknown. Here, we present a method for reconstructing skeletal morphology using DNA methylation patterns. Our method is based on linking unidirectional methylation changes to loss-of-function phenotypes. We tested performance by reconstructing Neanderthal and chimpanzee skeletal morphologies and obtained >85% precision in identifying divergent traits. We then applied this method to the Denisovan and offer a putative morphological profile. We suggest that Denisovans likely shared with Neanderthals traits such as an elongated face and a wide pelvis. We also identify Denisovan-derived changes, such as an increased dental arch and lateral cranial expansion. Our predictions match the only morphologically informative Denisovan bone to date, as well as the Xuchang skull, which was suggested by some to be a Denisovan. We conclude that DNA methylation can be used to reconstruct anatomical features, including some that do not survive in the fossil record.
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42
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Poullet M, Orlando L. Assessing DNA Sequence Alignment Methods for Characterizing Ancient Genomes and Methylomes. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2020.00105] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
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43
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Museum Epigenomics: Charting the Future by Unlocking the Past. Trends Ecol Evol 2020; 35:295-300. [DOI: 10.1016/j.tree.2019.12.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 12/05/2019] [Accepted: 12/13/2019] [Indexed: 02/03/2023]
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Der Sarkissian C, Möller P, Hofman CA, Ilsøe P, Rick TC, Schiøtte T, Sørensen MV, Dalén L, Orlando L. Unveiling the Ecological Applications of Ancient DNA From Mollusk Shells. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2020.00037] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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45
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Liu Y, Weyrich LS, Llamas B. More Arrows in the Ancient DNA Quiver: Use of Paleoepigenomes and Paleomicrobiomes to Investigate Animal Adaptation to Environment. Mol Biol Evol 2020; 37:307-319. [PMID: 31638147 DOI: 10.1093/molbev/msz231] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Whether and how epigenetic mechanisms and the microbiome play a role in mammalian adaptation raised considerable attention and controversy, mainly because they have the potential to add new insights into the Modern Synthesis. Recent attempts to reconcile neo-Darwinism and neo-Lamarckism in a unified theory of molecular evolution give epigenetic mechanisms and microbiome a prominent role. However, supporting empirical data are still largely missing. Because experimental studies using extant animals can hardly be done over evolutionary timescales, we propose that advances in ancient DNA techniques provide a valid alternative. In this piece, we evaluate 1) the possible roles of epigenomes and microbiomes in animal adaptation, 2) advances in the retrieval of paleoepigenome and paleomicrobiome data using ancient DNA techniques, and 3) the plasticity of either and interactions between the epigenome and the microbiome, while emphasizing that it is essential to take both into account, as well as the underlying genetic factors that may confound the findings. We propose that advanced ancient DNA techniques should be applied to a wide range of past animals, so novel dynamics in animal evolution and adaption can be revealed.
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Affiliation(s)
- Yichen Liu
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Laura S Weyrich
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
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46
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Wagner S, Plomion C, Orlando L. Uncovering Signatures of DNA Methylation in Ancient Plant Remains From Patterns of Post-mortem DNA Damage. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2020.00011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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47
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Park B, Khanam R, Vinayachandran V, Baqui AH, London SJ, Biswal S. Epigenetic biomarkers and preterm birth. ENVIRONMENTAL EPIGENETICS 2020; 6:dvaa005. [PMID: 32551139 PMCID: PMC7293830 DOI: 10.1093/eep/dvaa005] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 03/03/2020] [Accepted: 03/06/2020] [Indexed: 05/06/2023]
Abstract
Preterm birth (PTB) is a major public health challenge, and novel, sensitive approaches to predict PTB are still evolving. Epigenomic markers are being explored as biomarkers of PTB because of their molecular stability compared to gene expression. This approach is also relatively new compared to gene-based diagnostics, which relies on mutations or single nucleotide polymorphisms. The fundamental principle of epigenome diagnostics is that epigenetic reprogramming in the target tissue (e.g. placental tissue) might be captured by more accessible surrogate tissue (e.g. blood) using biochemical epigenome assays on circulating DNA that incorporate methylation, histone modifications, nucleosome positioning, and/or chromatin accessibility. Epigenomic-based biomarkers may hold great potential for early identification of the majority of PTBs that are not associated with genetic variants or mutations. In this review, we discuss recent advances made in the development of epigenome assays focusing on its potential exploration for association and prediction of PTB. We also summarize population-level cohort studies conducted in the USA and globally that provide opportunities for genetic and epigenetic marker development for PTB. In addition, we summarize publicly available epigenome resources and published PTB studies. We particularly focus on ongoing genome-wide DNA methylation and epigenome-wide association studies. Finally, we review the limitations of current research, the importance of establishing a comprehensive biobank, and possible directions for future studies in identifying effective epigenome biomarkers to enhance health outcomes for pregnant women at risk of PTB and their infants.
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Affiliation(s)
- Bongsoo Park
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Rasheda Khanam
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, International Center for Maternal and Newborn Health, Baltimore, MD 21205, USA
| | - Vinesh Vinayachandran
- School of Medicine, Cardiovascular Research Institute, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Abdullah H Baqui
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, International Center for Maternal and Newborn Health, Baltimore, MD 21205, USA
| | - Stephanie J London
- Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709, USA
| | - Shyam Biswal
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
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48
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Rubi TL, Knowles LL, Dantzer B. Museum epigenomics: Characterizing cytosine methylation in historic museum specimens. Mol Ecol Resour 2019; 20:1161-1170. [DOI: 10.1111/1755-0998.13115] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 10/23/2019] [Accepted: 11/01/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Tricia L. Rubi
- Department of Psychology University of Michigan Ann Arbor MI USA
- Department of Biology University of Victoria Victoria BC Canada
| | - L. Lacey Knowles
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor MI USA
| | - Ben Dantzer
- Department of Psychology University of Michigan Ann Arbor MI USA
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor MI USA
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49
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Bhalla Y, Chadha K, Chadha R, Karan M. Daidzein cocrystals: An opportunity to improve its biopharmaceutical parameters. Heliyon 2019; 5:e02669. [PMID: 31763466 PMCID: PMC6861730 DOI: 10.1016/j.heliyon.2019.e02669] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Revised: 06/19/2019] [Accepted: 10/14/2019] [Indexed: 11/17/2022] Open
Abstract
The present study involves the contribution of cocrystallization towards the modification of the biopharmaceutical parameters of poorly watersoluble plant-originated isoflavone, daidzein (DAID). The cocrystals were prepared with GRAS status coformers i.e., isonicotinamide, theobromine and cytosine using mechanochemical grinding and characterized by various analytical techniques (DSC, FT-IR, PXRD and solid-state NMR). Crystal structures were obtained from PXRD data using BIOVIA Materials Studio software and compared in terms of supramolecular motifs. An additional qualitative and quantitative insight into interactions between both components of the cocrystal illustrated the presence of OH⋯N and OH⋯O=C heterosynthons and revealed a stabilizing role of hydrogen bonding. The cocrystals were further evaluated for their solubility, intrinsic dissolution and in vivo profile. Solubility and dissolution studies of pure daidzein and its cocrystals, namely daidzein-isonicotinamide (DIS), daidzein-cytosine (DCYT) and daidzein-theobromine (DTB) exhibited an almost 2-fold improvement. Evaluation of maximum concentration (Cmax) of cocrystals reveals that the DIS cocrystal shows the highest Cmax of 1848.7 ng/ml followed by DCYT cocrystal (1614.9 ng/ml) and DTB cocrystal (1326.0 ng/ml) in comparison to DAID which has a Cmax 870.5 ng/ml. Each of these cocrystals showed significant enhancement in in vivo and in vitro activities in comparison to daidzein. Thus, this report suggests cocrystallization as a viable approach to resolve the solubility and bioavailability issues that circumvent the use of a therapeutically potential isoflavone, daidzein.
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Affiliation(s)
- Yashika Bhalla
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160014, India
| | - Kunal Chadha
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160014, India
| | - Renu Chadha
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160014, India
| | - Maninder Karan
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, 160014, India
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50
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Smith O, Dunshea G, Sinding MHS, Fedorov S, Germonpre M, Bocherens H, Gilbert MTP. Ancient RNA from Late Pleistocene permafrost and historical canids shows tissue-specific transcriptome survival. PLoS Biol 2019; 17:e3000166. [PMID: 31361744 PMCID: PMC6667121 DOI: 10.1371/journal.pbio.3000166] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 06/25/2019] [Indexed: 01/31/2023] Open
Abstract
While sequencing ancient DNA (aDNA) from archaeological material is now commonplace, very few attempts to sequence ancient transcriptomes have been made, even from typically stable deposition environments such as permafrost. This is presumably due to assumptions that RNA completely degrades relatively quickly, particularly when dealing with autolytic, nuclease-rich mammalian tissues. However, given the recent successes in sequencing ancient RNA (aRNA) from various sources including plants and animals, we suspect that these assumptions may be incorrect or exaggerated. To challenge the underlying dogma, we generated shotgun RNA data from sources that might normally be dismissed for such study. Here, we present aRNA data generated from two historical wolf skins, and permafrost-preserved liver tissue of a 14,300-year-old Pleistocene canid. Not only is the latter the oldest RNA ever to be sequenced, but it also shows evidence of biologically relevant tissue specificity and close similarity to equivalent data derived from modern-day control tissue. Other hallmarks of RNA sequencing (RNA-seq) data such as exon-exon junction presence and high endogenous ribosomal RNA (rRNA) content confirms our data’s authenticity. By performing independent technical library replicates using two high-throughput sequencing platforms, we show not only that aRNA can survive for extended periods in mammalian tissues but also that it has potential for tissue identification. aRNA also has possible further potential, such as identifying in vivo genome activity and adaptation, when sequenced using this technology. Ancient DNA is known to survive in cold environments for tens of millennia, but it is assumed that ancient RNA could not persist in such a way due to its relative instability. However, this study shows that under permafrost conditions, ancient RNA can survive well enough to show tissue specificity even in mammalian soft tissues.
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Affiliation(s)
- Oliver Smith
- Section for Evogenomics, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- * E-mail:
| | - Glenn Dunshea
- Section for Evogenomics, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel-Holger S. Sinding
- Section for Evogenomics, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Greenland Institute of Natural Resources, Nuuk, Greenland
| | - Sergey Fedorov
- Mammoth Museum, Institute of Applied Ecology of the North of the North-Eastern Federal University, Yakutsk, Russia
| | - Mietje Germonpre
- Directorate Earth and History of Life, Royal Belgian Institute of Natural Science, Brussels, Belgium
| | - Hervé Bocherens
- Department of Geosciences, Palaeobiology, University of Tübingen, Tübingen, Germany
- Senckenberg Centre for Human Evolution and Palaeoenvironment, University of Tübingen, Tübingen, Germany
| | - M. T. P. Gilbert
- Section for Evogenomics, The Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Norwegian University of Science and Technology, University Museum, Trondheim, Norway
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