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Austin RM, Honap TP, Mann AE, Hübner A, DeGaglia CMS, Warinner C, Zuckerman MK, Hofman CA. Metagenomic and paleopathological analyses of a historic documented collection explore ancient dental calculus as a diagnostic tool. Sci Rep 2024; 14:14720. [PMID: 38926415 DOI: 10.1038/s41598-024-64818-7] [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: 01/27/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024] Open
Abstract
Dental calculus is a microbial biofilm that contains biomolecules from oral commensals and pathogens, including those potentially related to cause of death (CoD). To assess the utility of calculus as a diagnostically informative substrate, in conjunction with paleopathological analysis, calculus samples from 39 individuals in the Smithsonian Institution's Robert J. Terry Collection with CoDs of either syphilis or tuberculosis were assessed via shotgun metagenomic sequencing for the presence of Treponema pallidum subsp. pallidum and Mycobacterium tuberculosis complex (MTBC) DNA. Paleopathological analysis revealed that frequencies of skeletal lesions associated with these diseases were partially inconsistent with diagnostic criteria. Although recovery of T. p. pallidum DNA from individuals with a syphilis CoD was elusive, MTBC DNA was identified in at least one individual with a tuberculosis CoD. The authenticity of MTBC DNA was confirmed using targeted quantitative PCR assays, MTBC genome enrichment, and in silico bioinformatic analyses; however, the lineage of the MTBC strain present could not be determined. Overall, our study highlights the utility of dental calculus for molecular detection of tuberculosis in the archaeological record and underscores the effect of museum preparation techniques and extensive handling on pathogen DNA preservation in skeletal collections.
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Affiliation(s)
- Rita M Austin
- Frontiers in Evolutionary Zoology Research Group, Natural History Museum of Oslo, University of Oslo, Oslo, 0562, Norway.
- Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20560, USA.
- Department of Anthropology, University of Oklahoma, Norman, OK, 73019, USA.
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA.
| | - Tanvi P Honap
- Department of Anthropology, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - Allison E Mann
- Department of Biological Sciences, Clemson University, Clemson, SC, 29634, USA
| | - Alexander Hübner
- Department Archaeogenetics, Max-Planck-Institute for Evolutionary Anthropology, Leipzig, 04103, Germany
| | | | - Christina Warinner
- Department of Anthropology, Harvard University, Cambridge, MA, 02138, USA
| | - Molly K Zuckerman
- Department of Anthropology and Middle Eastern Cultures, Mississippi State University, Mississippi State, MS, 39762, USA.
| | - Courtney A Hofman
- Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, DC, 20560, USA.
- Department of Anthropology, University of Oklahoma, Norman, OK, 73019, USA.
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA.
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2
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Yaka R, Maja Krzewińska, Lagerholm VK, Linderholm A, Özer F, Somel M, Götherström A. Comparison and optimization of protocols and whole-genome capture conditions for ancient DNA samples. Biotechniques 2024; 76:216-223. [PMID: 38530148 DOI: 10.2144/btn-2023-0107] [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: 03/27/2024] Open
Abstract
Ancient DNA (aDNA) obtained from human remains is typically fragmented and present in relatively low amounts. Here we investigate a set of optimal methods for producing aDNA data by comparing silica-based DNA extraction and aDNA library preparation protocols. We also test the efficiency of whole-genome enrichment (WGC) on ancient human samples by modifying a number of parameter combinations. We find that the Dabney extraction protocol performs significantly better than alternatives. We further observed a positive trend with the BEST library protocol indicating lower clonality. Notably, our results suggest that WGC is effective at retrieving endogenous DNA, particularly from poorly-preserved human samples, by increasing human endogenous proportions by 5x. Thus, aDNA studies will be most likely to benefit from our results.
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Affiliation(s)
- Reyhan Yaka
- Centre for Palaeogenetics, Stockholm, Sweden
- Department of Archaeology & Classical Studies, Stockholm University, Stockholm, Sweden
- Department of Biological Sciences, Middle East Technical University (METU), Ankara, Turkey
| | - Maja Krzewińska
- Centre for Palaeogenetics, Stockholm, Sweden
- Department of Archaeology & Classical Studies, Stockholm University, Stockholm, Sweden
| | - Vendela Kempe Lagerholm
- Centre for Palaeogenetics, Stockholm, Sweden
- Department of Archaeology & Classical Studies, Stockholm University, Stockholm, Sweden
| | - Anna Linderholm
- Centre for Palaeogenetics, Stockholm, Sweden
- Department of Geological Sciences, Stockholm University, Stockholm, Sweden
| | - Füsun Özer
- Department of Anthropology, Hacettepe University, Ankara, Turkey
| | - Mehmet Somel
- Department of Biological Sciences, Middle East Technical University (METU), Ankara, Turkey
| | - Anders Götherström
- Centre for Palaeogenetics, Stockholm, Sweden
- Department of Archaeology & Classical Studies, Stockholm University, Stockholm, Sweden
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3
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Lisman D, Drath J, Zielińska G, Zacharczuk J, Piątek J, van de Wetering T, Ossowki A. The evidential value of dental calculus in the identification process. Sci Rep 2023; 13:21666. [PMID: 38066060 PMCID: PMC10709568 DOI: 10.1038/s41598-023-48761-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
DNA analysis-based identification is by far the gold standard in forensic genetics and it should be performed in every case involving human remains or unidentified bodies. Bones and teeth are the preferred source of human DNA for genetic analysis. However, there are cases where the nature of the proceedings and historical significance prevent the disruption of skeletal structure. The remains may also be heavily degraded. In such situations, forensic geneticists seek alternative sources of human DNA. Teeth calculus has proven to be a viable source of DNA for identification purposes. The aim of this study was to assess the concentration of human DNA in teeth calculus and evaluate the usefulness of teeth calculus as a DNA source in the identification process. Teeth calculus was collected from skeletons exhumed between 2021 and 2022 by the PBGOT (Polish Genetic Database of Victims of Totalitarianism) team from the former Stalag IID prisoner-of-war camp in Stargard. Genetic analyses included the determination of autosomal and Y-STR markers. The total concentration of human DNA was also evaluated in samples from teeth calculus and teeth taken from the same individuals. The pilot study included 22 skeletons with a sufficient amount of calculus for isolation (specified in the protocol). Samples were taken from the largest areas of calculus deposited on lingual surfaces of mandibular incisors. The prepared samples underwent DNA extraction. Our study demonstrated that teeth calculus is a source of human DNA for remains from the World War II period. The obtained DNA concentration allowed for the determination of STR markers. It was shown that teeth calculus contains human DNA in an amount suitable for preliminary identification analyses.
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Affiliation(s)
- Dagmara Lisman
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland.
| | - Joanna Drath
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland
| | - Grażyna Zielińska
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland
| | - Julia Zacharczuk
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland
| | - Jarosław Piątek
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland
| | - Thierry van de Wetering
- Department of Clinical and Molecular Biochemistry, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Ossowki
- Department of Forensic Genetic, Pomeranian Medical University, Szczecin, Poland
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Lien A, Legori LP, Kraft L, Sackett PW, Renaud G. Benchmarking software tools for trimming adapters and merging next-generation sequencing data for ancient DNA. FRONTIERS IN BIOINFORMATICS 2023; 3:1260486. [PMID: 38131007 PMCID: PMC10733496 DOI: 10.3389/fbinf.2023.1260486] [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: 07/17/2023] [Accepted: 11/21/2023] [Indexed: 12/23/2023] Open
Abstract
Ancient DNA is highly degraded, resulting in very short sequences. Reads generated with modern high-throughput sequencing machines are generally longer than ancient DNA molecules, therefore the reads often contain some portion of the sequencing adaptors. It is crucial to remove those adaptors, as they can interfere with downstream analysis. Furthermore, overlapping portions when DNA has been read forward and backward (paired-end) can be merged to correct sequencing errors and improve read quality. Several tools have been developed for adapter trimming and read merging, however, no one has attempted to evaluate their accuracy and evaluate their potential impact on downstream analyses. Through the simulation of sequencing data, seven commonly used tools were analyzed in their ability to reconstruct ancient DNA sequences through read merging. The analyzed tools exhibit notable differences in their abilities to correct sequence errors and identify the correct read overlap, but the most substantial difference is observed in their ability to calculate quality scores for merged bases. Selecting the most appropriate tool for a given project depends on several factors, although some tools such as fastp have some shortcomings, whereas others like leeHom outperform the other tools in most aspects. While the choice of tool did not result in a measurable difference when analyzing population genetics using principal component analysis, it is important to note that downstream analyses that are sensitive to wrongly merged reads or that rely on quality scores can be significantly impacted by the choice of tool.
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Affiliation(s)
- Annette Lien
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | | | - Louis Kraft
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Peter Wad Sackett
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Gabriel Renaud
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
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5
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Honap TP, Monroe CR, Johnson SJ, Jacobson DK, Abin CA, Austin RM, Sandberg P, Levine M, Sankaranarayanan K, Lewis CM. Oral metagenomes from Native American Ancestors reveal distinct microbial lineages in the pre-contact era. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2023; 182:542-556. [PMID: 37002784 DOI: 10.1002/ajpa.24735] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 06/19/2023]
Abstract
OBJECTIVES Limited studies have focused on how European contact and colonialism impacted Native American oral microbiomes, specifically, the diversity of commensal or opportunistically pathogenic oral microbes, which may be associated with oral diseases. Here, we studied the oral microbiomes of pre-contact Wichita Ancestors, in partnership with the Descendant community, The Wichita and Affiliated Tribes, Oklahoma, USA. MATERIALS AND METHODS Skeletal remains of 28 Wichita Ancestors from 20 archeological sites (dating approximately to 1250-1450 CE) were paleopathologically assessed for presence of dental calculus and oral disease. DNA was extracted from calculus, and partial uracil deglycosylase-treated double-stranded DNA libraries were shotgun-sequenced using Illumina technology. DNA preservation was assessed, the microbial community was taxonomically profiled, and phylogenomic analyzes were conducted. RESULTS Paleopathological analysis revealed signs of oral diseases such as caries and periodontitis. Calculus samples from 26 Ancestors yielded oral microbiomes with minimal extraneous contamination. Anaerolineaceae bacterium oral taxon 439 was found to be the most abundant bacterial species. Several Ancestors showed high abundance of bacteria typically associated with periodontitis such as Tannerella forsythia and Treponema denticola. Phylogenomic analyzes of Anaerolineaceae bacterium oral taxon 439 and T. forsythia revealed biogeographic structuring; strains present in the Wichita Ancestors clustered with strains from other pre-contact Native Americans and were distinct from European and/or post-contact American strains. DISCUSSION We present the largest oral metagenome dataset from a pre-contact Native American population and demonstrate the presence of distinct lineages of oral microbes specific to the pre-contact Americas.
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Affiliation(s)
- Tanvi P Honap
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
| | - Cara R Monroe
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
- Center for the Ethics of Indigenous Genomics Research (CEIGR), University of Oklahoma, 73072, Norman, Oklahoma, USA
| | - Sarah J Johnson
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
| | - David K Jacobson
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
| | - Christopher A Abin
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
| | - Rita M Austin
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
| | - Paul Sandberg
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
- Sam Noble Oklahoma Museum of Natural History, University of Oklahoma, 73072, Norman, Oklahoma, USA
| | - Marc Levine
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
- Sam Noble Oklahoma Museum of Natural History, University of Oklahoma, 73072, Norman, Oklahoma, USA
| | - Krithivasan Sankaranarayanan
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Microbiology and Plant Biology, University of Oklahoma, 73019, Norman, Oklahoma, USA
| | - Cecil M Lewis
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, 73072, Norman, Oklahoma, USA
- Department of Anthropology, University of Oklahoma, 73019, Norman, Oklahoma, USA
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6
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Chocholova E, Roudnicky P, Potesil D, Fialova D, Krystofova K, Drozdova E, Zdrahal Z. Extraction Protocol for Parallel Analysis of Proteins and DNA from Ancient Teeth and Dental Calculus. J Proteome Res 2023; 22:3311-3319. [PMID: 37699853 PMCID: PMC10563166 DOI: 10.1021/acs.jproteome.3c00370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Dental calculus is becoming a crucial material in the study of past populations with increasing interest in its proteomic and genomic content. Here, we suggest further development of a protocol for analysis of ancient proteins and a combined approach for subsequent ancient DNA extraction. We tested the protocol on recent teeth, and the optimized protocol was applied to ancient tooth to limit the destruction of calculus as it is a precious and irreplaceable source of dietary, microbiological, and ecological information in the archeological context. Finally, the applicability of the protocol was demonstrated on samples of the ancient calculus.
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Affiliation(s)
- Eva Chocholova
- Laboratory of Biological and Molecular Anthropology, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - Pavel Roudnicky
- Mendel Centre for Plant Genomics and Proteomics, Central European Institute of Technology, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - David Potesil
- Mendel Centre for Plant Genomics and Proteomics, Central European Institute of Technology, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - Dana Fialova
- Laboratory of Biological and Molecular Anthropology, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - Karolina Krystofova
- Mendel Centre for Plant Genomics and Proteomics, Central European Institute of Technology, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - Eva Drozdova
- Laboratory of Biological and Molecular Anthropology, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
| | - Zbynek Zdrahal
- Mendel Centre for Plant Genomics and Proteomics, Central European Institute of Technology, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 5, 62500 Brno, Czech Republic
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7
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D'Agostino A, Di Marco G, Marvelli S, Marchesini M, Rizzoli E, Rolfo MF, Canini A, Gismondi A. Neolithic dental calculi provide evidence for environmental proxies and consumption of wild edible fruits and herbs in central Apennines. Commun Biol 2022; 5:1384. [PMID: 36536113 PMCID: PMC9763411 DOI: 10.1038/s42003-022-04354-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Looking for a biological fingerprint relative to new aspects of the relationship between humans and natural environment during prehistoric times is challenging. Although many issues still need to be addressed in terms of authentication and identification, microparticles hidden in ancient dental calculus can provide interesting information for bridging this gap of knowledge. Here, we show evidence about the role of edible plants for the early Neolithic individuals in the central Apennines of the Italian peninsula and relative cultural landscape. Dental calculi from human and animal specimens exhumed at Grotta Mora Cavorso (Lazio), one of the largest prehistoric burial deposits, have returned an archaeobotanical record made up of several types of palaeoecological proxies. The organic fraction of this matrix was investigated by a multidisciplinary approach, whose novelty consisted in the application of next generation sequencing to ancient plant DNA fragments, specifically codifying for maturase K barcode gene. Panicoideae and Triticeae starches, together with genetic indicators of Rosaceae fruits, figs, and Lamiaceae herbs, suggested subsistence practices most likely still based on wild plant resources. On the other hand, pollen, and non-pollen palynomorphs allowed us to outline a general vegetational framework dominated by woodland patches alternated with meadows, where semi-permanent settlements could have been established.
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Affiliation(s)
- Alessia D'Agostino
- PhD Program in Evolutionary Biology and Ecology, Department of Biology, University of Rome Tor Vergata, Rome, Italy
- Laboratory of Botany, Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Gabriele Di Marco
- Laboratory of Botany, Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Silvia Marvelli
- Laboratorio di Palinologia e Archeobotanica-C.A.A. Giorgio Nicoli, San Giovanni in Persiceto, Bologna, Italy
| | - Marco Marchesini
- Laboratorio di Palinologia e Archeobotanica-C.A.A. Giorgio Nicoli, San Giovanni in Persiceto, Bologna, Italy
| | - Elisabetta Rizzoli
- Laboratorio di Palinologia e Archeobotanica-C.A.A. Giorgio Nicoli, San Giovanni in Persiceto, Bologna, Italy
| | - Mario Federico Rolfo
- Department of History, Culture and Society, University of Rome "Tor Vergata", Rome, Italy
| | - Antonella Canini
- Laboratory of Botany, Department of Biology, University of Rome "Tor Vergata", Rome, Italy
| | - Angelo Gismondi
- Laboratory of Botany, Department of Biology, University of Rome "Tor Vergata", Rome, Italy.
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8
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Moraitou M, Forsythe A, Fellows Yates JA, Brealey JC, Warinner C, Guschanski K. Ecology, Not Host Phylogeny, Shapes the Oral Microbiome in Closely Related Species. Mol Biol Evol 2022; 39:6874787. [PMID: 36472532 PMCID: PMC9778846 DOI: 10.1093/molbev/msac263] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/25/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
Host-associated microbiomes are essential for a multitude of biological processes. Placed at the contact zone between external and internal environments, the little-studied oral microbiome has important roles in host physiology and health. Here, we investigate the roles of host evolutionary relationships and ecology in shaping the oral microbiome in three closely related gorilla subspecies (mountain, Grauer's, and western lowland gorillas) using shotgun metagenomics of 46 museum-preserved dental calculus samples. We find that the oral microbiomes of mountain gorillas are functionally and taxonomically distinct from the other two subspecies, despite close evolutionary relationships and geographic proximity with Grauer's gorillas. Grauer's gorillas show intermediate bacterial taxonomic and functional, and dietary profiles. Altitudinal differences in gorilla subspecies ranges appear to explain these patterns, suggesting a close connection between dental calculus microbiomes and the environment, likely mediated through diet. This is further supported by the presence of gorilla subspecies-specific phyllosphere/rhizosphere taxa in the oral microbiome. Mountain gorillas show a high abundance of nitrate-reducing oral taxa, which may promote adaptation to a high-altitude lifestyle by modulating blood pressure. Our results suggest that ecology, rather than evolutionary relationships and geographic distribution, shape the oral microbiome in these closely related species.
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Affiliation(s)
| | | | - James A Fellows Yates
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, 04103 Leipzig, Germany,Department of Paleobiotechnology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, 07745 Jena, Germany
| | - Jaelle C Brealey
- Department of Natural History, NTNU University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Christina Warinner
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, 04103 Leipzig, Germany,Department of Paleobiotechnology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, 07745 Jena, Germany,Faculty of Biological Sciences, Friedrich Schiller University, 07743 Jena, Germany,Department of Anthropology, Harvard University, Cambridge, MA 02138, USA
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Fagernäs Z, Salazar-García DC, Haber Uriarte M, Avilés Fernández A, Henry AG, Lomba Maurandi J, Ozga AT, Velsko IM, Warinner C. Understanding the microbial biogeography of ancient human dentitions to guide study design and interpretation. FEMS MICROBES 2022; 3:xtac006. [PMID: 37332506 PMCID: PMC10117714 DOI: 10.1093/femsmc/xtac006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 01/04/2022] [Accepted: 02/28/2022] [Indexed: 10/22/2023] Open
Abstract
The oral cavity is a heterogeneous environment, varying in factors such as pH, oxygen levels, and salivary flow. These factors affect the microbial community composition and distribution of species in dental plaque, but it is not known how well these patterns are reflected in archaeological dental calculus. In most archaeological studies, a single sample of dental calculus is studied per individual and is assumed to represent the entire oral cavity. However, it is not known if this sampling strategy introduces biases into studies of the ancient oral microbiome. Here, we present the results of a shotgun metagenomic study of a dense sampling of dental calculus from four Chalcolithic individuals from the southeast Iberian peninsula (ca. 4500-5000 BP). Interindividual differences in microbial composition are found to be much larger than intraindividual differences, indicating that a single sample can indeed represent an individual in most cases. However, there are minor spatial patterns in species distribution within the oral cavity that should be taken into account when designing a study or interpreting results. Finally, we show that plant DNA identified in the samples is likely of postmortem origin, demonstrating the importance of including environmental controls or additional lines of biomolecular evidence in dietary interpretations.
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Affiliation(s)
- Zandra Fagernäs
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, 07745 Jena, Germany
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, 04103 Leipzig, Germany
| | - Domingo C Salazar-García
- Departament de Prehistòria, Arqueologia i Història Antiga, Universitat de València, València, 46010, Spain
- Grupo de Investigación en Prehistoria IT-1223-19 (UPV-EHU)/IKERBASQUE-Basque Foundation for Science, Vitoria, 01006, Spain
- Department of Geological Sciences, University of Cape Town, Cape Town, 7701, South Africa
| | - María Haber Uriarte
- Departamento de Prehistoria, Arqueología, Historia Antigua, Historia Medieval y Ciencias y Técnicas Historiográficas, Universidad de Murcia, Murcia, 30001, Spain
| | - Azucena Avilés Fernández
- Departamento de Prehistoria, Arqueología, Historia Antigua, Historia Medieval y Ciencias y Técnicas Historiográficas, Universidad de Murcia, Murcia, 30001, Spain
| | - Amanda G Henry
- Faculty of Archaeology, Leiden University, Leiden, 2332 CC, The Netherlands
| | - Joaquín Lomba Maurandi
- Departamento de Prehistoria, Arqueología, Historia Antigua, Historia Medieval y Ciencias y Técnicas Historiográficas, Universidad de Murcia, Murcia, 30001, Spain
| | - Andrew T Ozga
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, 33314, USA
| | - Irina M Velsko
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, 07745 Jena, Germany
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, 04103 Leipzig, Germany
| | - Christina Warinner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, 07745 Jena, Germany
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, Deutscher Platz 6, 04103 Leipzig, Germany
- Faculty of Biological Sciences, Friedrich Schiller University, 07743 Jena, Germany
- Department of Anthropology, Harvard University, Cambridge, MA, 02138, USA
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10
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Murchie TJ, Karpinski E, Eaton K, Duggan AT, Baleka S, Zazula G, MacPhee RDE, Froese D, Poinar HN. Pleistocene mitogenomes reconstructed from the environmental DNA of permafrost sediments. Curr Biol 2022; 32:851-860.e7. [PMID: 35016010 DOI: 10.1016/j.cub.2021.12.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 10/20/2021] [Accepted: 12/08/2021] [Indexed: 11/17/2022]
Abstract
Traditionally, paleontologists have relied on the morphological features of bones and teeth to reconstruct the evolutionary relationships of extinct animals.1 In recent decades, the analysis of ancient DNA recovered from macrofossils has provided a powerful means to evaluate these hypotheses and develop novel phylogenetic models.2 Although a great deal of life history data can be extracted from bones, their scarcity and associated biases limit their information potential. The paleontological record of Beringia3-the unglaciated areas and former land bridge between northeast Eurasia and northwest North America-is relatively robust thanks to its perennially frozen ground favoring fossil preservation.4,5 However, even here, the macrofossil record is significantly lacking in small-bodied fauna (e.g., rodents and birds), whereas questions related to migration and extirpation, even among well-studied taxa, remain crudely resolved. The growing sophistication of ancient environmental DNA (eDNA) methods have allowed for the identification of species within terrestrial/aquatic ecosystems,6-12 in paleodietary reconstructions,13-19 and facilitated genomic reconstructions from cave contexts.8,20-22 Murchie et al.6,23 used a capture enrichment approach to sequence a diverse range of faunal and floral DNA from permafrost silts deposited during the Pleistocene-Holocene transition.24 Here, we expand on their work with the mitogenomic assembly and phylogenetic placement of Equus caballus (caballine horse), Bison priscus (steppe bison), Mammuthus primigenius (woolly mammoth), and Lagopus lagopus (willow ptarmigan) eDNA from multiple permafrost cores spanning the last 30,000 years. We identify a diverse metagenomic spectra of Pleistocene fauna and identify the eDNA co-occurrence of distinct Eurasian and American mitogenomic lineages.
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Affiliation(s)
- Tyler J Murchie
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Anthropology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada.
| | - Emil Karpinski
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Biology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Katherine Eaton
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Anthropology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Ana T Duggan
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Anthropology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Sina Baleka
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Grant Zazula
- Yukon Government, Palaeontology Program, Department of Tourism and Culture, Box 2703, Whitehorse, YT Y1A 2C6, Canada; Collections and Research, Canadian Museum of Nature, PO Box 3443, Station D, Ottawa, ON K1P 6P4, Canada
| | - Ross D E MacPhee
- Division of Vertebrate Zoology/Mammalogy, American Museum of Natural History, 200 Central Park West, New York, NY 10024, USA
| | - Duane Froese
- Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB T6G 2E3, Canada.
| | - Hendrik N Poinar
- McMaster Ancient DNA Centre, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Anthropology, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Department of Biochemistry, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada; CIFAR, Humans and the Microbiome Program, MaRS Centre, West Tower, 661 University Avenue, Suite 505, Toronto, ON M5G 1M1, Canada.
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11
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Dental calculus - oral health, forensic studies and archaeology: a review. Br Dent J 2022; 233:961-967. [PMID: 36494546 PMCID: PMC9734501 DOI: 10.1038/s41415-022-5266-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 05/09/2022] [Indexed: 12/13/2022]
Abstract
Dental calculus is recognised as a secondary aetiological factor in periodontal disease, and being a prominent plaque retentive factor, it is routinely removed by the dental team to maintain oral health. Conversely, dental calculus can potentially be useful in forensic studies by supplying data that may be helpful in the identification of human remains and assist in determining the cause of death. During the last few decades, dental calculus has been increasingly recognised as an informative tool to understand ancient diet and health. As an archaeological deposit, it may contain non-dietary debris which permits the exploration of human behaviour and activities. While optical and scanning electron microscopy were the original analytical methods utilised to study microparticles entrapped within the calcified matrix, more recently, molecular approaches, including ancient DNA (aDNA) and protein analyses, have been applied. Oral bacteria, a major component of calculus, is the primary target of these aDNA studies. Such analyses can detect changes in the oral microbiota, including those that have reflected the shift from agriculture to industrialisation, as well as identifying markers for various systemic diseases.
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12
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Pedersen MW, Antunes C, De Cahsan B, Moreno-Mayar JV, Sikora M, Vinner L, Mann D, Klimov PB, Black S, Michieli CT, Braig HR, Perotti MA. Ancient human genomes and environmental DNA from the cement attaching 2,000 year-old head lice nits. Mol Biol Evol 2021; 39:6481551. [PMID: 34963129 PMCID: PMC8829908 DOI: 10.1093/molbev/msab351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Over the past few decades, there has been a growing demand for genome analysis of ancient human remains. Destructive sampling is increasingly difficult to obtain for ethical reasons, and standard methods of breaking the skull to access the petrous bone or sampling remaining teeth are often forbidden for curatorial reasons. However, most ancient humans carried head lice and their eggs abound in historical hair specimens. Here we show that host DNA is protected by the cement that glues head lice nits to the hair of ancient Argentinian mummies, 1,500–2,000 years old. The genetic affinities deciphered from genome-wide analyses of this DNA inform that this population migrated from north-west Amazonia to the Andes of central-west Argentina; a result confirmed using the mitochondria of the host lice. The cement preserves ancient environmental DNA of the skin, including the earliest recorded case of Merkel cell polyomavirus. We found that the percentage of human DNA obtained from nit cement equals human DNA obtained from the tooth, yield 2-fold compared with a petrous bone, and 4-fold to a bloodmeal of adult lice a millennium younger. In metric studies of sheaths, the length of the cement negatively correlates with the age of the specimens, whereas hair linear distance between nit and scalp informs about the environmental conditions at the time before death. Ectoparasitic lice sheaths can offer an alternative, nondestructive source of high-quality ancient DNA from a variety of host taxa where bones and teeth are not available and reveal complementary details of their history.
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Affiliation(s)
- Mikkel W Pedersen
- GLOBE Institute, Faculty of Health and Medical Science, University of Copenhagen, Denmark
| | - Catia Antunes
- Ecology and Evolutionary Biology Section, School of Biological Sciences, University of Reading, Reading, United Kingdom
| | - Binia De Cahsan
- GLOBE Institute, Faculty of Health and Medical Science, University of Copenhagen, Denmark
| | - J Víctor Moreno-Mayar
- GLOBE Institute, Faculty of Health and Medical Science, University of Copenhagen, Denmark
| | - Martin Sikora
- GLOBE Institute, Faculty of Health and Medical Science, University of Copenhagen, Denmark
| | - Lasse Vinner
- GLOBE Institute, Faculty of Health and Medical Science, University of Copenhagen, Denmark
| | - Darren Mann
- Oxford University Museum of Natural History, Oxford, United Kingdom
| | - Pavel B Klimov
- School of Natural Sciences, Bangor University, Bangor, Wales, United Kingdom.,Department of Ecology and Evolutionary Biology, University of Michigan, Museum of Zoology, Ann Arbor, USA
| | - Stuart Black
- Department of Geography and Environmental Science, Wager Building, University of Reading, Reading, United Kingdom
| | - Catalina Teresa Michieli
- Instituto de Investigaciones Arqueológicas y Museo "Prof. Mariano Gambier", Universidad Nacional de San Juan, San Juan, Argentina
| | - Henk R Braig
- School of Natural Sciences, Bangor University, Bangor, Wales, United Kingdom.,Institute and Museum of Natural Sciences, Faculty of Exact, Physical and Natural Sciences, National University of San Juan, San Juan, Argentina
| | - M Alejandra Perotti
- Ecology and Evolutionary Biology Section, School of Biological Sciences, University of Reading, Reading, United Kingdom
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13
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Whole-exome sequencing of the mummified remains of Cangrande della Scala (1291-1329 CE) indicates the first known case of late-onset Pompe disease. Sci Rep 2021; 11:21070. [PMID: 34702906 PMCID: PMC8548527 DOI: 10.1038/s41598-021-00559-1] [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: 06/08/2021] [Accepted: 10/14/2021] [Indexed: 11/22/2022] Open
Abstract
Mummified remains of relevant historical figures are nowadays an important source of information to retrace data concerning their private life and health, especially when historical archives are not available. Next-generation-sequencing was proved to be a valuable tool to unravel the characteristics of these individuals through their genetic heritage. Using the strictest criteria currently available for the validation of ancient DNA sequences, whole-genome and whole-exome sequencing were generated from the mummy remains of an Italian nobleman died almost 700 years ago, Cangrande della Scala. While its genome sequencing could not yield sufficient coverage for in depth investigation, exome sequencing could overcome the limitations of this approach to achieve significantly high coverage on coding regions, thus allowing to perform the first extensive exome analysis of a mummy genome. Similar to a standard "clinical exome analysis" conducted on modern DNA, an in-depth variant annotation, high-quality filtering and interpretation was performed, leading to the identification of a genotype associated with late-onset Pompe disease (glycogen storage disease type II). This genetic diagnosis was concordant with the limited clinical history available for Cangrande della Scala, who likely represents the earliest known case of this autosomal recessive metabolic disorder.
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14
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Emery MV, Bolhofner K, Ghafoor S, Winingear S, Buikstra JE, Fulginiti LC, Stone AC. Whole mitochondrial genomes assembled from thermally altered forensic bones and teeth. Forensic Sci Int Genet 2021; 56:102610. [PMID: 34735939 DOI: 10.1016/j.fsigen.2021.102610] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/29/2021] [Accepted: 10/18/2021] [Indexed: 12/17/2022]
Abstract
The recovery and analysis of genetic material obtained from thermally altered human bones and teeth are increasingly important to forensic investigations, especially in cases where soft-tissue identification is no longer possible. Although little is known about how these fire-related processes affect DNA degradation over time, next-generation sequencing technology in combination with traditional osteobiographical applications may provide us clues to these questions. In this study, we compare whole mitochondrial genome data generated using two different DNA extraction methods from 27 thermally altered samples obtained from fire victims (Maricopa County, Arizona) . DNA extracts were converted to double-stranded DNA libraries and enriched for whole mitochondrial DNA (mtDNA) using synthetic biotinylated RNA baits, then sequenced on an Illumina MiSeq. We processed the mitochondrial data using an in-house computational pipeline (MitoPipe1.0) composed of ancient DNA and modern genomics applications, then compared the resulting information across the two extraction types and five burn categories. Our analysis shows that DNA fragmentation increases with temperature, but that the acute insult from fire combined with the lack of water is insufficient to produce 5' and 3' terminal deamination characteristic of ancient DNA. Our data also suggest an acute and significant point of DNA degradation between 350 °C and 550 °C, and that the likelihood of generating high quality mtDNA haplogroup calls decreases significantly at temperatures > 550 °C. This research is part of a concerted effort to understand how fire affects our ability to generate genetic profiles suitable for forensic identification purposes.
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Affiliation(s)
- M V Emery
- School of Human Evolution and Social Change, Arizona State University, United States; Center for Evolution and Medicine, Arizona State University, United States.
| | - K Bolhofner
- School of Human Evolution and Social Change, Arizona State University, United States; Center for Bioarchaeology, Arizona State University, United States; Maricopa County Office of the Medical Examiner, Phoenix, AZ, United States; School of Life Sciences, Arizona State University, United States; School of Mathematical and Natural Sciences, Arizona State University, United States
| | - S Ghafoor
- Center for Evolution and Medicine, Arizona State University, United States; School of Life Sciences, Arizona State University, United States
| | - S Winingear
- School of Human Evolution and Social Change, Arizona State University, United States; Center for Evolution and Medicine, Arizona State University, United States; School of Life Sciences, Arizona State University, United States
| | - J E Buikstra
- School of Human Evolution and Social Change, Arizona State University, United States; Center for Evolution and Medicine, Arizona State University, United States; Center for Bioarchaeology, Arizona State University, United States; School of Life Sciences, Arizona State University, United States
| | - L C Fulginiti
- School of Human Evolution and Social Change, Arizona State University, United States; Maricopa County Office of the Medical Examiner, Phoenix, AZ, United States; School of Life Sciences, Arizona State University, United States
| | - A C Stone
- School of Human Evolution and Social Change, Arizona State University, United States; Center for Evolution and Medicine, Arizona State University, United States; Center for Bioarchaeology, Arizona State University, United States.
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15
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Ottoni C, Borić D, Cheronet O, Sparacello V, Dori I, Coppa A, Antonović D, Vujević D, Price TD, Pinhasi R, Cristiani E. Tracking the transition to agriculture in Southern Europe through ancient DNA analysis of dental calculus. Proc Natl Acad Sci U S A 2021; 118:e2102116118. [PMID: 34312252 PMCID: PMC8364157 DOI: 10.1073/pnas.2102116118] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Archaeological dental calculus, or mineralized plaque, is a key tool to track the evolution of oral microbiota across time in response to processes that impacted our culture and biology, such as the rise of farming during the Neolithic. However, the extent to which the human oral flora changed from prehistory until present has remained elusive due to the scarcity of data on the microbiomes of prehistoric humans. Here, we present our reconstruction of oral microbiomes via shotgun metagenomics of dental calculus in 44 ancient foragers and farmers from two regions playing a pivotal role in the spread of farming across Europe-the Balkans and the Italian Peninsula. We show that the introduction of farming in Southern Europe did not alter significantly the oral microbiomes of local forager groups, and it was in particular associated with a higher abundance of the species Olsenella sp. oral taxon 807. The human oral environment in prehistory was dominated by a microbial species, Anaerolineaceae bacterium oral taxon 439, that diversified geographically. A Near Eastern lineage of this bacterial commensal dispersed with Neolithic farmers and replaced the variant present in the local foragers. Our findings also illustrate that major taxonomic shifts in human oral microbiome composition occurred after the Neolithic and that the functional profile of modern humans evolved in recent times to develop peculiar mechanisms of antibiotic resistance that were previously absent.
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Affiliation(s)
- Claudio Ottoni
- DANTE - Diet and Ancient Technology Laboratory, Department of Oral and Maxillo-Facial Sciences, Sapienza University of Rome, 00161 Rome, Italy;
| | - Dušan Borić
- The Italian Academy for Advanced Studies in America, Columbia University, New York, NY 10027
- Department of Environmental Biology, Sapienza University of Rome, 00185 Rome, Italy
| | - Olivia Cheronet
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - Vitale Sparacello
- Department of Environmental and Life Sciences, University of Cagliari, 09042 Monserrato, Italy
| | - Irene Dori
- Soprintendenza Archeologia, Belle Arti e Paesaggio per le province di Verona, Rovigo e Vicenza, 37121 Verona, Italy
| | - Alfredo Coppa
- Department of Environmental Biology, Sapienza University of Rome, 00185 Rome, Italy
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
- Department of Genetics, Harvard Medical School, Harvard University, Cambridge, MA 02138
| | | | - Dario Vujević
- Department of Archaeology, University of Zadar, 23000 Zadar, Croatia
| | - T Douglas Price
- Laboratory for Archaeological Chemistry, University of Wisconsin-Madison, Madison, WI 53706
| | - Ron Pinhasi
- Department of Evolutionary Anthropology, University of Vienna, 1090 Vienna, Austria
| | - Emanuela Cristiani
- DANTE - Diet and Ancient Technology Laboratory, Department of Oral and Maxillo-Facial Sciences, Sapienza University of Rome, 00161 Rome, Italy;
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16
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Hofreiter M, Sneberger J, Pospisek M, Vanek D. Progress in forensic bone DNA analysis: Lessons learned from ancient DNA. Forensic Sci Int Genet 2021; 54:102538. [PMID: 34265517 DOI: 10.1016/j.fsigen.2021.102538] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 03/07/2021] [Accepted: 05/25/2021] [Indexed: 01/18/2023]
Abstract
Research on ancient and forensic DNA is related in many ways, and the two fields must deal with similar obstacles. Therefore, communication between these two communities has the potential to improve results in both research fields. Here, we present the insights gained in the ancient DNA community with regard to analyzing DNA from aged skeletal material and the potential use of the developed protocols in forensic work. We discuss the various steps, from choosing samples for DNA extraction to deciding between classical PCR amplification and massively parallel sequencing approaches. Based on the progress made in ancient DNA analyses combined with the requirements of forensic work, we suggest that there is substantial potential for incorporating ancient DNA approaches into forensic protocols, a process that has already begun to a considerable extent. However, taking full advantage of the experiences gained from ancient DNA work will require comparative studies by the forensic DNA community to tailor the methods developed for ancient samples to the specific needs of forensic studies and case work. If successful, in our view, the benefits for both communities would be considerable.
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Affiliation(s)
- Michael Hofreiter
- Institute for Biochemistry and Biology, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476 Potsdam, Germany.
| | - Jiri Sneberger
- Department of Genetics and Microbiology, Faculty of Science, Charles University in Prague, Vinicna 5, Prague 2 12843, Czech Republic; Department of the History of the Middle Ages of Museum of West Bohemia, Kopeckeho sady 2, Pilsen 30100, Czech Republic; Nuclear Physics Institute of the CAS, Na Truhlarce 39/64, Prague 18086, Czech Republic
| | - Martin Pospisek
- Department of Genetics and Microbiology, Faculty of Science, Charles University in Prague, Vinicna 5, Prague 2 12843, Czech Republic; Biologicals s.r.o., Sramkova 315, Ricany 25101, Czech Republic
| | - Daniel Vanek
- Forensic DNA Service, Janovskeho 18, Prague 7 17000, Czech Republic; Institute of Legal Medicine, Bulovka Hospital, Prague, Czech Republic; Charles University in Prague, 2nd Faculty of Medicine, Prague, Czech Republic.
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17
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Locarnini SA, Littlejohn M, Yuen LKW. Origins and Evolution of the Primate Hepatitis B Virus. Front Microbiol 2021; 12:653684. [PMID: 34108947 PMCID: PMC8180572 DOI: 10.3389/fmicb.2021.653684] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 04/21/2021] [Indexed: 12/14/2022] Open
Abstract
Recent interest in the origins and subsequent evolution of the hepatitis B virus (HBV) has strengthened with the discovery of ancient HBV sequences in fossilized remains of humans dating back to the Neolithic period around 7,000 years ago. Metagenomic analysis identified a number of African non-human primate HBV sequences in the oldest samples collected, indicating that human HBV may have at some stage, evolved in Africa following zoonotic transmissions from higher primates. Ancestral genotype A and D isolates were also discovered from the Bronze Age, not in Africa but rather Eurasia, implying a more complex evolutionary and migratory history for HBV than previously recognized. Most full-length ancient HBV sequences exhibited features of inter genotypic recombination, confirming the importance of recombination and the mutation rate of the error-prone viral replicase as drivers for successful HBV evolution. A model for the origin and evolution of HBV is proposed, which includes multiple cross-species transmissions and favors subsequent recombination events that result in a pathogen and can successfully transmit and cause persistent infection in the primate host.
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Affiliation(s)
- Stephen A Locarnini
- Victorian Infectious Diseases Reference Laboratory, Royal Melbourne Hospital, The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Margaret Littlejohn
- Victorian Infectious Diseases Reference Laboratory, Royal Melbourne Hospital, The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Lilly K W Yuen
- Victorian Infectious Diseases Reference Laboratory, Royal Melbourne Hospital, The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
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18
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Nodari R, Drancourt M, Barbieri R. Paleomicrobiology of the human digestive tract: A review. Microb Pathog 2021; 157:104972. [PMID: 34029658 DOI: 10.1016/j.micpath.2021.104972] [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: 12/08/2020] [Revised: 04/23/2021] [Accepted: 05/14/2021] [Indexed: 10/21/2022]
Abstract
The microbiota is a hot topic of research in medical microbiology, boosted by culturomics and metagenomics, with unanticipated knowledge outputs in physiology and pathology. Knowledge of the microbiota in ancient populations may therefore be of prime interest in understanding factors shaping the coevolution of the microbiota and populations. Studies on ancient human microbiomes can help us understand how the community of microorganisms presents in the oral cavity and the gut was shaped during the evolution of our species and what environmental, social or cultural changes may have changed it. This review cumulates and summarizes the discoveries in the field of the ancient human microbiota, focusing on the remains used as samples and techniques used to handle and analyze them.
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Affiliation(s)
- Riccardo Nodari
- Department of Biosciences and Pediatric Clinical Research Center "Romeo and Enrica Invernizzi", University of Milan, Milan, 20133, Italy
| | - Michel Drancourt
- Aix-Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Rémi Barbieri
- Aix-Marseille Univ., IRD, MEPHI, IHU Méditerranée Infection, Marseille, France; UMR 7268, Anthropologie Bioculturelle, Droit, Ethique et Santé, Aix Marseille Univ., 11 CNRS, EFS, ADES, Marseille, France.
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19
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Ozga AT, Webster TH, Gilby IC, Wilson MA, Nockerts RS, Wilson ML, Pusey AE, Li Y, Hahn BH, Stone AC. Urine as a high-quality source of host genomic DNA from wild populations. Mol Ecol Resour 2021; 21:170-182. [PMID: 32985084 PMCID: PMC7746602 DOI: 10.1111/1755-0998.13260] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 08/13/2020] [Accepted: 09/03/2020] [Indexed: 12/28/2022]
Abstract
The ability to generate genomic data from wild animal populations has the potential to give unprecedented insight into the population history and dynamics of species in their natural habitats. However, for many species, it is impossible legally, ethically or logistically to obtain tissue samples of quality sufficient for genomic analyses. In this study we evaluate the success of multiple sources of genetic material (faeces, urine, dentin and dental calculus) and several capture methods (shotgun, whole-genome, exome) in generating genome-scale data in wild eastern chimpanzees (Pan troglodytes schweinfurthii) from Gombe National Park, Tanzania. We found that urine harbours significantly more host DNA than other sources, leading to broader and deeper coverage across the genome. Urine also exhibited a lower rate of allelic dropout. We found exome sequencing to be far more successful than both shotgun sequencing and whole-genome capture at generating usable data from low-quality samples such as faeces and dental calculus. These results highlight urine as a promising and untapped source of DNA that can be noninvasively collected from wild populations of many species.
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Affiliation(s)
- Andrew T. Ozga
- Department of Biological Sciences, Halmos College of Arts and Sciences, Nova Southeastern University
- Center for Evolution and Medicine, Arizona State University
| | - Timothy H. Webster
- Department of Anthropology, University of Utah
- School of Life Sciences, Arizona State University
| | - Ian C. Gilby
- School of Human Evolution and Social Change, Arizona State University
- Institute of Human Origins, Arizona State University
| | - Melissa A. Wilson
- Center for Evolution and Medicine, Arizona State University
- School of Life Sciences, Arizona State University
| | | | - Michael L. Wilson
- Department of Anthropology, University of Minnesota
- Department of Ecology, Evolution and Behavior, University of Minnesota
| | | | - Yingying Li
- Departments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania
| | - Beatrice H. Hahn
- Departments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania
| | - Anne C. Stone
- Center for Evolution and Medicine, Arizona State University
- School of Human Evolution and Social Change, Arizona State University
- Institute of Human Origins, Arizona State University
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20
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Wellman HP, Austin RM, Dagtas ND, Moss ML, Rick TC, Hofman CA. Archaeological mitogenomes illuminate the historical ecology of sea otters ( Enhydra lutris) and the viability of reintroduction. Proc Biol Sci 2020; 287:20202343. [PMID: 33259759 DOI: 10.1098/rspb.2020.2343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Genetic analyses are an important contribution to wildlife reintroductions, particularly in the modern context of extirpations and ecological destruction. To address the complex historical ecology of the sea otter (Enhydra lutris) and its failed 1970s reintroduction to coastal Oregon, we compared mitochondrial genomes of pre-extirpation Oregon sea otters to extant and historical populations across the range. We sequenced, to our knowledge, the first complete ancient mitogenomes from archaeological Oregon sea otter dentine and historical sea otter dental calculus. Archaeological Oregon sea otters (n = 20) represent 10 haplotypes, which cluster with haplotypes from Alaska, Washington and British Columbia, and exhibit a clear division from California haplotypes. Our results suggest that extant northern populations are appropriate for future reintroduction efforts. This project demonstrates the feasibility of mitogenome capture and sequencing from non-human dental calculus and the diverse applications of ancient DNA analyses to pressing ecological and conservation topics and the management of at-risk/extirpated species.
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Affiliation(s)
- Hannah P Wellman
- Department of Anthropology, University of Oregon, Eugene, OR 97403, USA.,Laboratories of Molecular Anthropology and Microbiome Research, Stephenson Research and Technology Center, Norman, OK 73019, USA
| | - Rita M Austin
- Laboratories of Molecular Anthropology and Microbiome Research, Stephenson Research and Technology Center, Norman, OK 73019, USA.,Department of Anthropology, University of Oklahoma, Norman, OK 73019, USA.,Natural History Museum, University of Oslo, Oslo, Norway
| | - Nihan D Dagtas
- Laboratories of Molecular Anthropology and Microbiome Research, Stephenson Research and Technology Center, Norman, OK 73019, USA.,Department of Anthropology, University of Oklahoma, Norman, OK 73019, USA
| | - Madonna L Moss
- Department of Anthropology, University of Oregon, Eugene, OR 97403, USA
| | - Torben C Rick
- Program in Human Ecology and Archaeobiology, Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - Courtney A Hofman
- Laboratories of Molecular Anthropology and Microbiome Research, Stephenson Research and Technology Center, Norman, OK 73019, USA.,Department of Anthropology, University of Oklahoma, Norman, OK 73019, USA
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21
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Cost-effective straightforward method for captured whole mitogenome sequencing of ancient DNA. Forensic Sci Int 2020; 319:110638. [PMID: 33340848 DOI: 10.1016/j.forsciint.2020.110638] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 10/28/2020] [Accepted: 11/29/2020] [Indexed: 11/21/2022]
Abstract
Working with mitochondrial DNA from highly degraded samples is challenging. We present a whole mitogenome Illumina-based sequencing method suitable for highly degraded samples. The method makes use of double-stranded library preparation with hybridization-based target enrichment. The aim of the study was to implement a new user-friendly method for analysing many ancient DNA samples at low cost. The method combines the Swift 2S™ Turbo library preparation kit and xGen® panel for mitogenome enrichment. Swift allows to use low input of aDNA and own adapters and primers, handles inhibitors well, and has only two purification steps. xGen is straightforward to use and is able to leverage already pooled libraries. Given the ancient DNA is more challenging to work with, the protocol was developed with several improvements, especially multiplying DNA input in case of low concentration DNA extractions followed by AMPure® beads size selection and real-time pre-capture PCR monitoring in order to avoid cycle-optimization step. Nine out of eleven analysed samples successfully retrieved mitogenomes. Hence, our method provides an effective analysis of whole mtDNA, and has proven to be fast, cost-effective, straightforward, with utilisation in population-wide research of burial sites.
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22
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Nieves-Colón MA, Pestle WJ, Reynolds AW, Llamas B, de la Fuente C, Fowler K, Skerry KM, Crespo-Torres E, Bustamante CD, Stone AC. Ancient DNA Reconstructs the Genetic Legacies of Precontact Puerto Rico Communities. Mol Biol Evol 2020; 37:611-626. [PMID: 31710665 DOI: 10.1093/molbev/msz267] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Indigenous peoples have occupied the island of Puerto Rico since at least 3000 BC. Due to the demographic shifts that occurred after European contact, the origin(s) of these ancient populations, and their genetic relationship to present-day islanders, are unclear. We use ancient DNA to characterize the population history and genetic legacies of precontact Indigenous communities from Puerto Rico. Bone, tooth, and dental calculus samples were collected from 124 individuals from three precontact archaeological sites: Tibes, Punta Candelero, and Paso del Indio. Despite poor DNA preservation, we used target enrichment and high-throughput sequencing to obtain complete mitochondrial genomes (mtDNA) from 45 individuals and autosomal genotypes from two individuals. We found a high proportion of Native American mtDNA haplogroups A2 and C1 in the precontact Puerto Rico sample (40% and 44%, respectively). This distribution, as well as the haplotypes represented, supports a primarily Amazonian South American origin for these populations and mirrors the Native American mtDNA diversity patterns found in present-day islanders. Three mtDNA haplotypes from precontact Puerto Rico persist among Puerto Ricans and other Caribbean islanders, indicating that present-day populations are reservoirs of precontact mtDNA diversity. Lastly, we find similarity in autosomal ancestry patterns between precontact individuals from Puerto Rico and the Bahamas, suggesting a shared component of Indigenous Caribbean ancestry with close affinity to South American populations. Our findings contribute to a more complete reconstruction of precontact Caribbean population history and explore the role of Indigenous peoples in shaping the biocultural diversity of present-day Puerto Ricans and other Caribbean islanders.
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Affiliation(s)
- Maria A Nieves-Colón
- School of Human Evolution and Social Change, Arizona State University, Tempe, AZ.,National Laboratory of Genomics for Biodiversity (UGA-LANGEBIO), CINVESTAV, Irapuato, Guanajuato, Mexico
| | - William J Pestle
- Department of Anthropology, University of Miami, Coral Gables, FL
| | | | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences and Environment Institute, The University of Adelaide, Adelaide, SA, Australia
| | | | - Kathleen Fowler
- School of Human Evolution and Social Change, Arizona State University, Tempe, AZ
| | - Katherine M Skerry
- School of Human Evolution and Social Change, Arizona State University, Tempe, AZ.,School of Life Sciences, Arizona State University, Tempe, AZ
| | - Edwin Crespo-Torres
- Forensic Anthropology and Bioarcheology Laboratory, University of Puerto Rico, Rio Piedras, Puerto Rico
| | | | - Anne C Stone
- School of Human Evolution and Social Change, Arizona State University, Tempe, AZ
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23
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D’Agostino A, Canini A, Di Marco G, Nigro L, Spagnoli F, Gismondi A. Investigating Plant Micro-Remains Embedded in Dental Calculus of the Phoenician Inhabitants of Motya (Sicily, Italy). PLANTS 2020; 9:plants9101395. [PMID: 33092237 PMCID: PMC7590007 DOI: 10.3390/plants9101395] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 10/13/2020] [Accepted: 10/17/2020] [Indexed: 01/13/2023]
Abstract
Plant records reveal remarkable evidence about past environments and human cultures. Exploiting dental calculus analysis and using a combined approach of microscopy and gas chromatography mass spectrometry, our research outlines dietary ecology and phytomedicinal practices of the ancient community of Motya (Sicily, eight to sixth century BC), one of the most important Phoenician settlements in the Mediterranean basin. Micro-remains suggest use or consumption of Triticeae cereals, and animal-derived sources (e.g., milk and aquatic birds). Markers of grape (or wine), herbs, and rhizomes, endemic of Mediterranean latitudes and the East, provide insight into the subsistence of this colony, in terms of foodstuffs and phytotherapeutic products. The application of resins and wood of Gymnosperms for social and cultural purposes is hypothesized through the identification of Pinaceae secondary metabolites and pollen grains. The information hidden in dental calculus discloses the strong human-plant interaction in Motya’s Phoenician community, in terms of cultural traditions and land use.
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Affiliation(s)
- Alessia D’Agostino
- Department of Biology, University of Rome “Tor Vergata”, Via della Ricerca Scientifica 1, 00133 Rome, Italy; (A.D.); (G.D.M.)
| | - Antonella Canini
- Department of Biology, University of Rome “Tor Vergata”, Via della Ricerca Scientifica 1, 00133 Rome, Italy; (A.D.); (G.D.M.)
- Correspondence: (A.C.); (A.G.); Tel.: +39-06-7259-4330 (A.C.); +39-06-7259-4344 (A.G.); Fax: +39-06-2023-500 (A.C. & A.G.)
| | - Gabriele Di Marco
- Department of Biology, University of Rome “Tor Vergata”, Via della Ricerca Scientifica 1, 00133 Rome, Italy; (A.D.); (G.D.M.)
| | - Lorenzo Nigro
- Department Italian Institute of Oriental Studies—ISO, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy; (L.N.); (F.S.)
| | - Federica Spagnoli
- Department Italian Institute of Oriental Studies—ISO, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy; (L.N.); (F.S.)
| | - Angelo Gismondi
- Department of Biology, University of Rome “Tor Vergata”, Via della Ricerca Scientifica 1, 00133 Rome, Italy; (A.D.); (G.D.M.)
- Correspondence: (A.C.); (A.G.); Tel.: +39-06-7259-4330 (A.C.); +39-06-7259-4344 (A.G.); Fax: +39-06-2023-500 (A.C. & A.G.)
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24
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Fotakis AK, Denham SD, Mackie M, Orbegozo MI, Mylopotamitaki D, Gopalakrishnan S, Sicheritz-Pontén T, Olsen JV, Cappellini E, Zhang G, Christophersen A, Gilbert MTP, Vågene ÅJ. Multi-omic detection of Mycobacterium leprae in archaeological human dental calculus. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190584. [PMID: 33012227 PMCID: PMC7702802 DOI: 10.1098/rstb.2019.0584] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Mineralized dental plaque (calculus) has proven to be an excellent source of ancient biomolecules. Here we present a Mycobacterium leprae genome (6.6-fold), the causative agent of leprosy, recovered via shotgun sequencing of sixteenth-century human dental calculus from an individual from Trondheim, Norway. When phylogenetically placed, this genome falls in branch 3I among the diversity of other contemporary ancient strains from Northern Europe. Moreover, ancient mycobacterial peptides were retrieved via mass spectrometry-based proteomics, further validating the presence of the pathogen. Mycobacterium leprae can readily be detected in the oral cavity and associated mucosal membranes, which likely contributed to it being incorporated into this individual's dental calculus. This individual showed some possible, but not definitive, evidence of skeletal lesions associated with early-stage leprosy. This study is the first known example of successful multi-omics retrieval of M. leprae from archaeological dental calculus. Furthermore, we offer new insights into dental calculus as an alternative sample source to bones or teeth for detecting and molecularly characterizing M. leprae in individuals from the archaeological record. This article is part of the theme issue ‘Insights into health and disease from ancient biomolecules’.
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Affiliation(s)
- Anna K Fotakis
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Sean D Denham
- Museum of Archaeology, University of Stavanger, Stavanger, Norway
| | - Meaghan Mackie
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway.,Novo Nordisk Foundation Centre for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Miren Iraeta Orbegozo
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Dorothea Mylopotamitaki
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Shyam Gopalakrishnan
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Thomas Sicheritz-Pontén
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Jesper V Olsen
- Novo Nordisk Foundation Centre for Protein Research, University of Copenhagen, Copenhagen, Denmark
| | - Enrico Cappellini
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
| | - Guojie Zhang
- Section for Ecology and Evolution, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark.,BGI-Shenzhen, 518083 Shenzhen, People's Republic of China.,State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, 650223 Kunming, People's Republic of China.,Centre for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, 650223 Kunming, People's Republic of China
| | | | - M Thomas P Gilbert
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway.,NTNU University Museum, Trondheim, Norway
| | - Åshild J Vågene
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Stavanger, Stavanger, Norway
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25
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Brealey JC, Leitão HG, van der Valk T, Xu W, Bougiouri K, Dalén L, Guschanski K. Dental Calculus as a Tool to Study the Evolution of the Mammalian Oral Microbiome. Mol Biol Evol 2020; 37:3003-3022. [PMID: 32467975 PMCID: PMC7530607 DOI: 10.1093/molbev/msaa135] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Dental calculus, the calcified form of the mammalian oral microbial plaque biofilm, is a rich source of oral microbiome, host, and dietary biomolecules and is well preserved in museum and archaeological specimens. Despite its wide presence in mammals, to date, dental calculus has primarily been used to study primate microbiome evolution. We establish dental calculus as a valuable tool for the study of nonhuman host microbiome evolution, by using shotgun metagenomics to characterize the taxonomic and functional composition of the oral microbiome in species as diverse as gorillas, bears, and reindeer. We detect oral pathogens in individuals with evidence of oral disease, assemble near-complete bacterial genomes from historical specimens, characterize antibiotic resistance genes, reconstruct components of the host diet, and recover host genetic profiles. Our work demonstrates that metagenomic analyses of dental calculus can be performed on a diverse range of mammalian species, which will allow the study of oral microbiome and pathogen evolution from a comparative perspective. As dental calculus is readily preserved through time, it can also facilitate the quantification of the impact of anthropogenic changes on wildlife and the environment.
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Affiliation(s)
- Jaelle C Brealey
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Henrique G Leitão
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Tom van der Valk
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Wenbo Xu
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Katia Bougiouri
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Love Dalén
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
- Centre for Palaeogenetics, Stockholm, Sweden
| | - Katerina Guschanski
- Department of Ecology and Genetics, Animal Ecology, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
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26
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Neukamm J, Pfrengle S, Molak M, Seitz A, Francken M, Eppenberger P, Avanzi C, Reiter E, Urban C, Welte B, Stockhammer PW, Teßmann B, Herbig A, Harvati K, Nieselt K, Krause J, Schuenemann VJ. 2000-year-old pathogen genomes reconstructed from metagenomic analysis of Egyptian mummified individuals. BMC Biol 2020; 18:108. [PMID: 32859198 PMCID: PMC7456089 DOI: 10.1186/s12915-020-00839-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 07/29/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Recent advances in sequencing have facilitated large-scale analyses of the metagenomic composition of different samples, including the environmental microbiome of air, water, and soil, as well as the microbiome of living humans and other animals. Analyses of the microbiome of ancient human samples may provide insights into human health and disease, as well as pathogen evolution, but the field is still in its very early stages and considered highly challenging. RESULTS The metagenomic and pathogen content of Egyptian mummified individuals from different time periods was investigated via genetic analysis of the microbial composition of various tissues. The analysis of the dental calculus' microbiome identified Red Complex bacteria, which are correlated with periodontal diseases. From bone and soft tissue, genomes of two ancient pathogens, a 2200-year-old Mycobacterium leprae strain and a 2000-year-old human hepatitis B virus, were successfully reconstructed. CONCLUSIONS The results show the reliability of metagenomic studies on Egyptian mummified individuals and the potential to use them as a source for the extraction of ancient pathogen DNA.
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Affiliation(s)
- Judith Neukamm
- Institute of Evolutionary Medicine, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.,Institute for Archaeological Sciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany.,Institute for Bioinformatics and Medical Informatics, University of Tübingen, Sand 14, 72076, Tübingen, Germany
| | - Saskia Pfrengle
- Institute of Evolutionary Medicine, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.,Institute for Archaeological Sciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany
| | - Martyna Molak
- Museum and Institute of Zoology, Polish Academy of Sciences, Wilcza 64, 00-679, Warsaw, Poland.,Centre of New Technologies, University of Warsaw, S. Banacha 2c, 02-097, Warsaw, Poland
| | - Alexander Seitz
- Institute for Bioinformatics and Medical Informatics, University of Tübingen, Sand 14, 72076, Tübingen, Germany
| | - Michael Francken
- Senckenberg Centre for Human Evolution and Paleoenvironments, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany.,Paleoanthropology, Dept. of Geosciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany
| | - Partick Eppenberger
- Institute of Evolutionary Medicine, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Charlotte Avanzi
- Mycobacteria Research Laboratories, Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, USA
| | - Ella Reiter
- Institute for Archaeological Sciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany
| | - Christian Urban
- Institute of Evolutionary Medicine, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland
| | - Beatrix Welte
- Institute of Pre- and Protohistory and Medieval Archaeology, Department of Early Prehistory and Quaternary Ecology, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany
| | - Philipp W Stockhammer
- Institute for Pre- and Protohistoric Archaeology and Archaeology of the Roman Provinces, Ludwig Maximilian University Munich, 80799, Munich, Germany.,Max Planck Institute for the Science of Human History, Kahlaische Str. 10, 07745, Jena, Germany
| | - Barbara Teßmann
- Berlin Society of Anthropology, Ethnology and Prehistory, 10117, Berlin, Germany.,Museum of Prehistory and Early History, SMPK Berlin, 10117, Berlin, Germany
| | - Alexander Herbig
- Max Planck Institute for the Science of Human History, Kahlaische Str. 10, 07745, Jena, Germany
| | - Katerina Harvati
- Senckenberg Centre for Human Evolution and Paleoenvironments, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany.,Paleoanthropology, Dept. of Geosciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany.,DFG Centre for Advanced Studies Words, Bones, Genes, Tools: Tracking Linguistic, Cultural and Biological Trajectories of the Human Past, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany
| | - Kay Nieselt
- Institute for Bioinformatics and Medical Informatics, University of Tübingen, Sand 14, 72076, Tübingen, Germany
| | - Johannes Krause
- Institute for Archaeological Sciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany. .,Senckenberg Centre for Human Evolution and Paleoenvironments, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany. .,Max Planck Institute for the Science of Human History, Kahlaische Str. 10, 07745, Jena, Germany.
| | - Verena J Schuenemann
- Institute of Evolutionary Medicine, University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland. .,Institute for Archaeological Sciences, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany. .,Senckenberg Centre for Human Evolution and Paleoenvironments, University of Tübingen, Rümelinstrasse 19-23, 72070, Tübingen, Germany.
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27
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Ancient DNA analysis of food remains in human dental calculus from the Edo period, Japan. PLoS One 2020; 15:e0226654. [PMID: 32130218 PMCID: PMC7055813 DOI: 10.1371/journal.pone.0226654] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 12/01/2019] [Indexed: 11/21/2022] Open
Abstract
Although there are many methods for reconstructing diets of the past, detailed taxon identification is still challenging, and most plants hardly remain at a site. In this study, we applied DNA metabarcoding to dental calculus of premodern Japan for the taxonomic identification of food items. DNA was extracted from 13 human dental calculi from the Unko-in site (18th–19th century) of the Edo period, Japan. Polymerase chain reaction (PCR) and sequencing were performed using a primer set specific to the genus Oryza because rice (Oryza sativa) was a staple food and this was the only member of this genus present in Japan at that time. DNA metabarcoding targeting plants, animals (meat and fish), and fungi were also carried out to investigate dietary diversity. We detected amplified products of the genus Oryza from more than half of the samples using PCR and Sanger sequencing. DNA metabarcoding enabled us to identify taxa of plants and fungi, although taxa of animals were not detected, except human. Most of the plant taxonomic groups (family/genus level) are present in Japan and include candidate species consumed as food at that time, as confirmed by historical literature. The other groups featured in the lifestyle of Edo people, such as for medicinal purposes and tobacco. The results indicate that plant DNA analysis from calculus provides information about food diversity and lifestyle habits from the past and can complement other analytical methods such as microparticle analysis and stable isotope analysis.
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28
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Ottoni C, Guellil M, Ozga AT, Stone AC, Kersten O, Bramanti B, Porcier S, Van Neer W. Metagenomic analysis of dental calculus in ancient Egyptian baboons. Sci Rep 2019; 9:19637. [PMID: 31873124 PMCID: PMC6927955 DOI: 10.1038/s41598-019-56074-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 12/06/2019] [Indexed: 02/07/2023] Open
Abstract
Dental calculus, or mineralized plaque, represents a record of ancient biomolecules and food residues. Recently, ancient metagenomics made it possible to unlock the wealth of microbial and dietary information of dental calculus to reconstruct oral microbiomes and lifestyle of humans from the past. Although most studies have so far focused on ancient humans, dental calculus is known to form in a wide range of animals, potentially informing on how human-animal interactions changed the animals' oral ecology. Here, we characterise the oral microbiome of six ancient Egyptian baboons held in captivity during the late Pharaonic era (9th-6th centuries BC) and of two historical baboons from a zoo via shotgun metagenomics. We demonstrate that these captive baboons possessed a distinctive oral microbiome when compared to ancient and modern humans, Neanderthals and a wild chimpanzee. These results may reflect the omnivorous dietary behaviour of baboons, even though health, food provisioning and other factors associated with human management, may have changed the baboons' oral microbiome. We anticipate our study to be a starting point for more extensive studies on ancient animal oral microbiomes to examine the extent to which domestication and human management in the past affected the diet, health and lifestyle of target animals.
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Affiliation(s)
- Claudio Ottoni
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, N-0316, Oslo, Norway.
- Department of Oral and Maxillofacial Sciences, Diet and Ancient Technology Laboratory (DANTE), Sapienza University, Rome, Italy.
| | - Meriam Guellil
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, N-0316, Oslo, Norway
- University of Tartu, Institute of Genomics, Estonian Biocentre, 51010, Tartu, Estonia
| | - Andrew T Ozga
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA
- Halmos College of Natural Sciences and Oceanography, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Anne C Stone
- School of Human Evolution and Social Change, Arizona State University, Tempe, AZ, USA
- Institute of Human Origins, Arizona State University, Tempe, AZ, USA
| | - Oliver Kersten
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, N-0316, Oslo, Norway
| | - Barbara Bramanti
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, N-0316, Oslo, Norway
- Department of Biomedical and Specialty Surgical Sciences, Faculty of Medicine, Pharmacy, and Prevention, University of Ferrara, 35-441221, Ferrara, Italy
| | - Stéphanie Porcier
- Laboratoire CNRS ASM ≪ Archéologie des Sociétés Méditerranéennes (UMR 5140), Université Paul-Valéry, LabEx Archimede, F-34199, Montpellier, France
| | - Wim Van Neer
- Royal Belgian Institute of Natural Sciences, B-1000, Brussels, Belgium.
- KU Leuven-University of Leuven, Department of Biology, Laboratory of Biodiversity and Evolutionary Genomics, Center of Archaeological Sciences, B-3000, Leuven, Belgium.
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29
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Ozga AT, Gilby I, Nockerts RS, Wilson ML, Pusey A, Stone AC. Oral microbiome diversity in chimpanzees from Gombe National Park. Sci Rep 2019; 9:17354. [PMID: 31758037 PMCID: PMC6874655 DOI: 10.1038/s41598-019-53802-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 10/28/2019] [Indexed: 12/27/2022] Open
Abstract
Historic calcified dental plaque (dental calculus) can provide a unique perspective into the health status of past human populations but currently no studies have focused on the oral microbial ecosystem of other primates, including our closest relatives, within the hominids. Here we use ancient DNA extraction methods, shotgun library preparation, and next generation Illumina sequencing to examine oral microbiota from 19 dental calculus samples recovered from wild chimpanzees (Pan troglodytes schweinfurthii) who died in Gombe National Park, Tanzania. The resulting sequences were trimmed for quality, analyzed using MALT, MEGAN, and alignment scripts, and integrated with previously published dental calculus microbiome data. We report significant differences in oral microbiome phyla between chimpanzees and anatomically modern humans (AMH), with chimpanzees possessing a greater abundance of Bacteroidetes and Fusobacteria, and AMH showing higher Firmicutes and Proteobacteria. Our results suggest that by using an enterotype clustering method, results cluster largely based on host species. These clusters are driven by Porphyromonas and Fusobacterium genera in chimpanzees and Haemophilus and Streptococcus in AMH. Additionally, we compare a nearly complete Porphyromonas gingivalis genome to previously published genomes recovered from human gingiva to gain perspective on evolutionary relationships across host species. Finally, using shotgun sequence data we assessed indicators of diet from DNA in calculus and suggest exercising caution when making assertions related to host lifestyle. These results showcase core differences between host species and stress the importance of continued sequencing of nonhuman primate microbiomes in order to fully understand the complexity of their oral ecologies.
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Affiliation(s)
- Andrew T Ozga
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA. .,Institute of Human Origins, Arizona State University, Tempe, Arizona, USA. .,Halmos College of Natural Sciences and Oceanography, Nova Southeastern University, Fort Lauderdale, Florida, USA.
| | - Ian Gilby
- Institute of Human Origins, Arizona State University, Tempe, Arizona, USA.,School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
| | - Rebecca S Nockerts
- Department of Anthropology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael L Wilson
- Department of Anthropology, University of Minnesota, Minneapolis, Minnesota, USA.,Department of Ecology, Evolution, and Behavior, University of Minnesota, Minneapolis, Minnesota, USA
| | - Anne Pusey
- Department of Evolutionary Anthropology, Duke University, Durham, North Carolina, USA
| | - Anne C Stone
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA.,Institute of Human Origins, Arizona State University, Tempe, Arizona, USA.,School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA
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30
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Ziesemer KA, Ramos-Madrigal J, Mann AE, Brandt BW, Sankaranarayanan K, Ozga AT, Hoogland M, Hofman CA, Salazar-García DC, Frohlich B, Milner GR, Stone AC, Aldenderfer M, Lewis CM, Hofman CL, Warinner C, Schroeder H. The efficacy of whole human genome capture on ancient dental calculus and dentin. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2018; 168:496-509. [PMID: 30586168 PMCID: PMC6519167 DOI: 10.1002/ajpa.23763] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 09/09/2018] [Accepted: 11/10/2018] [Indexed: 12/28/2022]
Abstract
Objectives Dental calculus is among the richest known sources of ancient DNA in the archaeological record. Although most DNA within calculus is microbial, it has been shown to contain sufficient human DNA for the targeted retrieval of whole mitochondrial genomes. Here, we explore whether calculus is also a viable substrate for whole human genome recovery using targeted enrichment techniques. Materials and methods Total DNA extracted from 24 paired archaeological human dentin and calculus samples was subjected to whole human genome enrichment using in‐solution hybridization capture and high‐throughput sequencing. Results Total DNA from calculus exceeded that of dentin in all cases, and although the proportion of human DNA was generally lower in calculus, the absolute human DNA content of calculus and dentin was not significantly different. Whole genome enrichment resulted in up to four‐fold enrichment of the human endogenous DNA content for both dentin and dental calculus libraries, albeit with some loss in complexity. Recovering more on‐target reads for the same sequencing effort generally improved the quality of downstream analyses, such as sex and ancestry estimation. For nonhuman DNA, comparison of phylum‐level microbial community structure revealed few differences between precapture and postcapture libraries, indicating that off‐target sequences in human genome‐enriched calculus libraries may still be useful for oral microbiome reconstruction. Discussion While ancient human dental calculus does contain endogenous human DNA sequences, their relative proportion is low when compared with other skeletal tissues. Whole genome enrichment can help increase the proportion of recovered human reads, but in this instance enrichment efficiency was relatively low when compared with other forms of capture. We conclude that further optimization is necessary before the method can be routinely applied to archaeological samples.
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Affiliation(s)
| | | | - Allison E Mann
- Laboratories of Molecular Anthropology and Microbiome Research and Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Bernd W Brandt
- Department of Preventive Dentistry, Academic Centre for Dentistry Amsterdam, University of Amsterdam and VU University Amsterdam, Amsterdam, The Netherlands
| | - Krithivasan Sankaranarayanan
- Laboratories of Molecular Anthropology and Microbiome Research and Department of Anthropology, University of Oklahoma, Norman, Oklahoma.,Department of Microbiology and Plant Biology, University of Oklahoma, Norman, Oklahoma
| | - Andrew T Ozga
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona.,Institute for Human Origins, Arizona State University, Tempe, Arizona.,Center for Evolution and Medicine, Arizona State University, Tempe, Arizona
| | - Menno Hoogland
- Faculty of Archaeology, Leiden University, Leiden, The Netherlands
| | - Courtney A Hofman
- Laboratories of Molecular Anthropology and Microbiome Research and Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Domingo C Salazar-García
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany.,Grupo de Investigación en Prehistoria IT-622-13 (UPV-EHU)/IKERBASQUE-Basque Foundation for Science, Vitoria, Spain
| | | | - George R Milner
- Department of Anthropology, Pennsylvania State University, University Park, Pennsylvania
| | - Anne C Stone
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona.,Institute for Human Origins, Arizona State University, Tempe, Arizona.,Center for Evolution and Medicine, Arizona State University, Tempe, Arizona
| | - Mark Aldenderfer
- Department of Anthropology and Heritage Studies, University of California, Merced, California
| | - Cecil M Lewis
- Laboratories of Molecular Anthropology and Microbiome Research and Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Corinne L Hofman
- Faculty of Archaeology, Leiden University, Leiden, The Netherlands
| | - Christina Warinner
- Laboratories of Molecular Anthropology and Microbiome Research and Department of Anthropology, University of Oklahoma, Norman, Oklahoma.,Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Hannes Schroeder
- Faculty of Archaeology, Leiden University, Leiden, The Netherlands.,Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
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31
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Jersie-Christensen RR, Lanigan LT, Lyon D, Mackie M, Belstrøm D, Kelstrup CD, Fotakis AK, Willerslev E, Lynnerup N, Jensen LJ, Cappellini E, Olsen JV. Quantitative metaproteomics of medieval dental calculus reveals individual oral health status. Nat Commun 2018; 9:4744. [PMID: 30459334 PMCID: PMC6246597 DOI: 10.1038/s41467-018-07148-3] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 10/09/2018] [Indexed: 12/16/2022] Open
Abstract
The composition of ancient oral microbiomes has recently become accessible owing to advanced biomolecular methods such as metagenomics and metaproteomics, but the utility of metaproteomics for such analyses is less explored. Here, we use quantitative metaproteomics to characterize the dental calculus associated with the remains of 21 humans retrieved during the archeological excavation of the medieval (ca. 1100-1450 CE) cemetery of Tjærby, Denmark. We identify 3671 protein groups, covering 220 bacterial species and 81 genera across all medieval samples. The metaproteome profiles of bacterial and human proteins suggest two distinct groups of archeological remains corresponding to health-predisposed and oral disease-susceptible individuals, which is supported by comparison to the calculus metaproteomes of healthy living individuals. Notably, the groupings identified by metaproteomics are not apparent from the bioarchaeological analysis, illustrating that quantitative metaproteomics has the potential to provide additional levels of molecular information about the oral health status of individuals from archeological contexts.
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Affiliation(s)
- Rosa R Jersie-Christensen
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Liam T Lanigan
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350, Copenhagen K, Denmark
| | - David Lyon
- Disease Systems Biology Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Meaghan Mackie
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350, Copenhagen K, Denmark
| | - Daniel Belstrøm
- Periodontology and Microbiology, Department of Odontology, Faculty of Health Sciences, University of Copenhagen, Nørre Allé 20, 2200, Copenhagen N, Denmark
| | - Christian D Kelstrup
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Anna K Fotakis
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350, Copenhagen K, Denmark
| | - Eske Willerslev
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350, Copenhagen K, Denmark
- Department of Zoology, University of Cambridge, Downing St, Cambridge, CB2 3EJ, UK
| | - Niels Lynnerup
- Laboratory of Biological Anthropology, Institute of Forensic Medicine, Faculty of Health Sciences, University of Copenhagen, Frederik V's Vej 11, 2100, Copenhagen Ø, Denmark
| | - Lars J Jensen
- Disease Systems Biology Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark
| | - Enrico Cappellini
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350, Copenhagen K, Denmark.
| | - Jesper V Olsen
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen N, Denmark.
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32
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Hendy J, Warinner C, Bouwman A, Collins MJ, Fiddyment S, Fischer R, Hagan R, Hofman CA, Holst M, Chaves E, Klaus L, Larson G, Mackie M, McGrath K, Mundorff AZ, Radini A, Rao H, Trachsel C, Velsko IM, Speller CF. Proteomic evidence of dietary sources in ancient dental calculus. Proc Biol Sci 2018; 285:20180977. [PMID: 30051838 PMCID: PMC6083251 DOI: 10.1098/rspb.2018.0977] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 06/25/2018] [Indexed: 12/18/2022] Open
Abstract
Archaeological dental calculus has emerged as a rich source of ancient biomolecules, including proteins. Previous analyses of proteins extracted from ancient dental calculus revealed the presence of the dietary milk protein β-lactoglobulin, providing direct evidence of dairy consumption in the archaeological record. However, the potential for calculus to preserve other food-related proteins has not yet been systematically explored. Here we analyse shotgun metaproteomic data from 100 archaeological dental calculus samples ranging from the Iron Age to the post-medieval period (eighth century BC to nineteenth century AD) in England, as well as 14 dental calculus samples from contemporary dental patients and recently deceased individuals, to characterize the range and extent of dietary proteins preserved in dental calculus. In addition to milk proteins, we detect proteomic evidence of foodstuffs such as cereals and plant products, as well as the digestive enzyme salivary amylase. We discuss the importance of optimized protein extraction methods, data analysis approaches and authentication strategies in the identification of dietary proteins from archaeological dental calculus. This study demonstrates that proteomic approaches can robustly identify foodstuffs in the archaeological record that are typically under-represented due to their poor macroscopic preservation.
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Affiliation(s)
- Jessica Hendy
- Department of Archaeology, Max Planck Institute for the Science of Human History, Jena, Germany
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Christina Warinner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- Laboratories of Molecular Anthropology and Microbiome Research, Department of Anthropology, University of Oklahoma, Norman, USA
- Institute for Evolutionary Medicine, ETH-Zürich, University of Zürich, Zürich, Switzerland
- Department of Periodontology, College of Dentistry, University of Oklahoma Health Sciences Center, Oklahoma, OK, USA
| | - Abigail Bouwman
- Institute for Evolutionary Medicine, ETH-Zürich, University of Zürich, Zürich, Switzerland
| | - Matthew J Collins
- BioArCh, Department of Archaeology, University of York, York, UK
- EvoGenomics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
| | - Sarah Fiddyment
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Roman Fischer
- Discovery Proteomics Facility, Target Discovery Institute, University of Oxford, Oxford, UK
| | - Richard Hagan
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- Laboratories of Molecular Anthropology and Microbiome Research, Department of Anthropology, University of Oklahoma, Norman, USA
| | - Courtney A Hofman
- Laboratories of Molecular Anthropology and Microbiome Research, Department of Anthropology, University of Oklahoma, Norman, USA
| | - Malin Holst
- BioArCh, Department of Archaeology, University of York, York, UK
- York Osteoarchaeology Ltd, Bishop Wilton, York, UK
| | - Eros Chaves
- Department of Periodontology, College of Dentistry, University of Oklahoma Health Sciences Center, Oklahoma, OK, USA
- Pinellas Dental Specialties, Largo, FL 33776, USA
| | - Lauren Klaus
- Laboratories of Molecular Anthropology and Microbiome Research, Department of Anthropology, University of Oklahoma, Norman, USA
- Department of Periodontology, College of Dentistry, University of Oklahoma Health Sciences Center, Oklahoma, OK, USA
| | - Greger Larson
- The Palaeogenomics and Bio-Archaeology Research Network, Research Laboratory for Archaeology and the History of Art, University of Oxford, Oxford, UK
| | - Meaghan Mackie
- EvoGenomics, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Krista McGrath
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Amy Z Mundorff
- Department of Anthropology, College of Arts and Sciences, University of Tennessee, Knoxville, TN, USA
| | - Anita Radini
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Huiyun Rao
- Key Laboratory of Vertebrate Evolution and Human Origins of Chinese Academy of Sciences, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing, People's Republic of China
| | - Christian Trachsel
- Functional Genomics Center, ETH-Zürich, University of Zürich, Zürich, Switzerland
| | - Irina M Velsko
- The Palaeogenomics and Bio-Archaeology Research Network, Research Laboratory for Archaeology and the History of Art, University of Oxford, Oxford, UK
| | - Camilla F Speller
- BioArCh, Department of Archaeology, University of York, York, UK
- Department of Anthropology, University of British Columbia, Vancouver, BC, Canada
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33
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Differential preservation of endogenous human and microbial DNA in dental calculus and dentin. Sci Rep 2018; 8:9822. [PMID: 29959351 PMCID: PMC6026117 DOI: 10.1038/s41598-018-28091-9] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 06/14/2018] [Indexed: 12/11/2022] Open
Abstract
Dental calculus (calcified dental plaque) is prevalent in archaeological skeletal collections and is a rich source of oral microbiome and host-derived ancient biomolecules. Recently, it has been proposed that dental calculus may provide a more robust environment for DNA preservation than other skeletal remains, but this has not been systematically tested. In this study, shotgun-sequenced data from paired dental calculus and dentin samples from 48 globally distributed individuals are compared using a metagenomic approach. Overall, we find DNA from dental calculus is consistently more abundant and less contaminated than DNA from dentin. The majority of DNA in dental calculus is microbial and originates from the oral microbiome; however, a small but consistent proportion of DNA (mean 0.08 ± 0.08%, range 0.007–0.47%) derives from the host genome. Host DNA content within dentin is variable (mean 13.70 ± 18.62%, range 0.003–70.14%), and for a subset of dentin samples (15.21%), oral bacteria contribute > 20% of total DNA. Human DNA in dental calculus is highly fragmented, and is consistently shorter than both microbial DNA in dental calculus and human DNA in paired dentin samples. Finally, we find that microbial DNA fragmentation patterns are associated with guanine-cytosine (GC) content, but not aspects of cellular structure.
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34
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Singh U, Goel S. Estimation and quantification of human DNA in dental calculus: A pilot study. J Forensic Dent Sci 2018; 9:149-152. [PMID: 29657492 PMCID: PMC5887638 DOI: 10.4103/jfo.jfds_94_16] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Context: Identification using DNA has proved its accuracy multiple times in the field of forensic investigations. Investigators usually rely on either teeth or bone as the DNA reservoirs. However, there are instances where the skeletal or dental remains are not available or not preserved properly. Moreover, due to religious beliefs, the family members of the dead do not allow the investigating team to damage the remains for the sole purpose of identification. Aim: To investigate the presence of human DNA in dental calculus and to quantify the amount, if present. Materials and Methods: This prospective single-blinded pilot study included twenty subjects selected from the patients visiting a dental college. The samples of dental calculus were collected from the thickest portion of calculus deposited on the lingual surfaces of mandibular incisors. These samples were decontaminated and subjected to gel electrophoresis for DNA extraction. Results: DNA was found in 85% cases. The amount of DNA varied from 21 to 37 μg/ml of dental calculus. Conclusion: Dental calculus is a rich reservoir of human DNA.
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Affiliation(s)
- Udita Singh
- Department of Oral Medicine and Radiology, Kothiwal Dental College and Research Centre, Moradabad, Uttar Pradesh, India
| | - Saurabh Goel
- Department of Oral Medicine and Radiology, Pacific Dental College and Hospital, Airport Road, Debari, Udaipur, Rajasthan, India
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35
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Honap TP, Pfister LA, Housman G, Mills S, Tarara RP, Suzuki K, Cuozzo FP, Sauther ML, Rosenberg MS, Stone AC. Mycobacterium leprae genomes from naturally infected nonhuman primates. PLoS Negl Trop Dis 2018; 12:e0006190. [PMID: 29381722 PMCID: PMC5790234 DOI: 10.1371/journal.pntd.0006190] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Accepted: 12/22/2017] [Indexed: 11/18/2022] Open
Abstract
Leprosy is caused by the bacterial pathogens Mycobacterium leprae and Mycobacterium lepromatosis. Apart from humans, animals such as nine-banded armadillos in the Americas and red squirrels in the British Isles are naturally infected with M. leprae. Natural leprosy has also been reported in certain nonhuman primates, but it is not known whether these occurrences are due to incidental infections by human M. leprae strains or by M. leprae strains specific to nonhuman primates. In this study, complete M. leprae genomes from three naturally infected nonhuman primates (a chimpanzee from Sierra Leone, a sooty mangabey from West Africa, and a cynomolgus macaque from The Philippines) were sequenced. Phylogenetic analyses showed that the cynomolgus macaque M. leprae strain is most closely related to a human M. leprae strain from New Caledonia, whereas the chimpanzee and sooty mangabey M. leprae strains belong to a human M. leprae lineage commonly found in West Africa. Additionally, samples from ring-tailed lemurs from the Bezà Mahafaly Special Reserve, Madagascar, and chimpanzees from Ngogo, Kibale National Park, Uganda, were screened using quantitative PCR assays, to assess the prevalence of M. leprae in wild nonhuman primates. However, these samples did not show evidence of M. leprae infection. Overall, this study adds genomic data for nonhuman primate M. leprae strains to the existing M. leprae literature and finds that this pathogen can be transmitted from humans to nonhuman primates as well as between nonhuman primate species. While the prevalence of natural leprosy in nonhuman primates is likely low, nevertheless, future studies should continue to explore the prevalence of leprosy-causing pathogens in the wild. Mycobacterium leprae, which causes leprosy in humans, also infects nine-banded armadillos, red squirrels, and nonhuman primates. Genomic data for M. leprae strains from wild armadillos and red squirrels show that humans were responsible for the original introduction of M. leprae to these species. It is not known whether naturally occurring leprosy among nonhuman primates is due to incidental infections from humans or whether nonhuman primates can serve as a host for M. leprae. To this end, we sequenced complete genomes of M. leprae strains from three naturally infected nonhuman primates. Our results suggest that M. leprae strains can be transmitted from humans to nonhuman primates as well as between nonhuman primate species, and thus, other primates might serve as a host for M. leprae in the wild. We also assessed whether wild ring-tailed lemurs from Madagascar and chimpanzees from Uganda showed presence of M. leprae infection. Although these populations tested negative for M. leprae infection, further research on the prevalence of M. leprae in other wild nonhuman primate populations, especially in leprosy-endemic regions, is warranted.
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Affiliation(s)
- Tanvi P. Honap
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- * E-mail: (TPH); (ACS)
| | - Luz-Andrea Pfister
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, United States of America
| | - Genevieve Housman
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, United States of America
| | - Sarah Mills
- California National Primate Research Center, University of California, Davis, California, United States of America
| | - Ross P. Tarara
- California National Primate Research Center, University of California, Davis, California, United States of America
| | - Koichi Suzuki
- Department of Clinical Laboratory Science, Teikyo University, Tokyo, Japan
| | - Frank P. Cuozzo
- Lajuma Research Centre, Louis Trichardt (Machado), South Africa
| | - Michelle L. Sauther
- Department of Anthropology, University of Colorado, Boulder, Colorado, United States of America
| | - Michael S. Rosenberg
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - Anne C. Stone
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, United States of America
- Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, United States of America
- * E-mail: (TPH); (ACS)
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36
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Crime investigation through DNA methylation analysis: methods and applications in forensics. EGYPTIAN JOURNAL OF FORENSIC SCIENCES 2018. [DOI: 10.1186/s41935-018-0042-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
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37
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Duggan AT, Harris AJT, Marciniak S, Marshall I, Kuch M, Kitchen A, Renaud G, Southon J, Fuller B, Young J, Fiedel S, Golding GB, Grimes V, Poinar H. Genetic Discontinuity between the Maritime Archaic and Beothuk Populations in Newfoundland, Canada. Curr Biol 2017; 27:3149-3156.e11. [PMID: 29033326 DOI: 10.1016/j.cub.2017.08.053] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 08/03/2017] [Accepted: 08/22/2017] [Indexed: 12/15/2022]
Abstract
Situated at the furthest northeastern edge of Canada, the island of Newfoundland (approximately 110,000 km2) and Labrador (approximately 295,000 km2) today constitute a province characterized by abundant natural resources but low population density. Both landmasses were covered by the Laurentide ice sheet during the Last Glacial Maximum (18,000 years before present [YBP]); after the glacier retreated, ice patches remained on the island until ca. 9,000 calibrated (cal) YBP [1]. Nevertheless, indigenous peoples, whose ancestors had trekked some 5,000 km from the west coast, arrived approximately 10,000 cal YBP in Labrador and ca. 6,000 cal YBP in Newfoundland [2, 3]. Differential features in material culture indicate at least three settlement episodes by distinct cultural groups, including the Maritime Archaic, Palaeoeskimo, and Beothuk. Newfoundland has remained home to indigenous peoples until present day with only one apparent hiatus (3,400-2,800 YBP). This record suggests abandonment, severe constriction, or local extinction followed by subsequent immigrations from single or multiple source populations, but the specific dynamics and the cultural and biological relationships, if any, among these successive peoples remain enigmatic [4]. By examining the mitochondrial genome diversity and isotopic ratios of 74 ancient remains in conjunction with the archaeological record, we have provided definitive evidence for the genetic discontinuity between the maternal lineages of these populations. This northeastern margin of North America appears to have been populated multiple times by distinct groups that did not share a recent common ancestry, but rather one much deeper in time at the entry point into the continent.
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Affiliation(s)
- Ana T Duggan
- McMaster Ancient DNA Centre, Department of Anthropology, McMaster University, Hamilton, ON L8S 4L8, Canada.
| | - Alison J T Harris
- Department of Archaeology, Memorial University of Newfoundland, St. John's, NL A1C 5S7, Canada
| | - Stephanie Marciniak
- McMaster Ancient DNA Centre, Department of Anthropology, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Ingeborg Marshall
- Institute of Social and Economic Research, Memorial University of Newfoundland, St. John's, NL A1B 3V6, Canada
| | - Melanie Kuch
- McMaster Ancient DNA Centre, Department of Anthropology, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Andrew Kitchen
- Department of Anthropology, University of Iowa, Iowa City, IA 52242, USA
| | - Gabriel Renaud
- Centre for GeoGenetics, Natural History Museum of Denmark, 1350 Copenhagen, Denmark
| | - John Southon
- Keck Carbon Cycle Accelerator Mass Spectrometer, Earth Systems Science Department, University of California, Irvine, Irvine, CA, USA
| | - Ben Fuller
- Keck Carbon Cycle Accelerator Mass Spectrometer, Earth Systems Science Department, University of California, Irvine, Irvine, CA, USA
| | - Janet Young
- Canadian Museum of History, 100 Laurier Street, Gatineau, QC K1A 0M8, Canada
| | - Stuart Fiedel
- Louis Berger, 117 Kendrick Street No. 400, Needham, MA 02494, USA
| | - G Brian Golding
- Department of Biology, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Vaughan Grimes
- Department of Archaeology, Memorial University of Newfoundland, St. John's, NL A1C 5S7, Canada; Department of Earth Sciences, Memorial University of Newfoundland, St. John's, NL A1B 3X5, Canada.
| | - Hendrik Poinar
- McMaster Ancient DNA Centre, Department of Anthropology, McMaster University, Hamilton, ON L8S 4L8, Canada; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, ON L8S 4L8, Canada; Humans & the Microbiome Program, Canadian Institute for Advanced Research, Toronto, ON M5G 1Z8, Canada.
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38
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Mackie M, Hendy J, Lowe AD, Sperduti A, Holst M, Collins MJ, Speller CF. Preservation of the metaproteome: variability of protein preservation in ancient dental calculus. SCIENCE AND TECHNOLOGY OF ARCHAEOLOGICAL RESEARCH 2017; 3:74-86. [PMID: 29098079 PMCID: PMC5633013 DOI: 10.1080/20548923.2017.1361629] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Accepted: 07/16/2017] [Indexed: 05/25/2023]
Abstract
Proteomic analysis of dental calculus is emerging as a powerful tool for disease and dietary characterisation of archaeological populations. To better understand the variability in protein results from dental calculus, we analysed 21 samples from three Roman-period populations to compare: 1) the quantity of extracted protein; 2) the number of mass spectral queries; and 3) the number of peptide spectral matches and protein identifications. We found little correlation between the quantity of calculus analysed and total protein identifications, as well as no systematic trends between site location and protein preservation. We identified a wide range of individual variability, which may be associated with the mechanisms of calculus formation and/or post-depositional contamination, in addition to taphonomic factors. Our results suggest dental calculus is indeed a stable, long-term reservoir of proteins as previously reported, but further systematic studies are needed to identify mechanisms associated with protein entrapment and survival in dental calculus.
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Affiliation(s)
- Meaghan Mackie
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Jessica Hendy
- BioArCh, Department of Archaeology, University of York, York, UK
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Abigail D. Lowe
- BioArCh, Department of Archaeology, University of York, York, UK
- Department of Earth Sciences, Natural History Museum, London, UK
| | | | - Malin Holst
- BioArCh, Department of Archaeology, University of York, York, UK
- York Osteoarchaeology Ltd
| | - Matthew J. Collins
- BioArCh, Department of Archaeology, University of York, York, UK
- EvoGenomics Section, Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
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39
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Green EJ, Speller CF. Novel Substrates as Sources of Ancient DNA: Prospects and Hurdles. Genes (Basel) 2017; 8:E180. [PMID: 28703741 PMCID: PMC5541313 DOI: 10.3390/genes8070180] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 06/22/2017] [Accepted: 07/10/2017] [Indexed: 12/17/2022] Open
Abstract
Following the discovery in the late 1980s that hard tissues such as bones and teeth preserve genetic information, the field of ancient DNA analysis has typically concentrated upon these substrates. The onset of high-throughput sequencing, combined with optimized DNA recovery methods, has enabled the analysis of a myriad of ancient species and specimens worldwide, dating back to the Middle Pleistocene. Despite the growing sophistication of analytical techniques, the genetic analysis of substrates other than bone and dentine remain comparatively "novel". Here, we review analyses of other biological substrates which offer great potential for elucidating phylogenetic relationships, paleoenvironments, and microbial ecosystems including (1) archaeological artifacts and ecofacts; (2) calcified and/or mineralized biological deposits; and (3) biological and cultural archives. We conclude that there is a pressing need for more refined models of DNA preservation and bespoke tools for DNA extraction and analysis to authenticate and maximize the utility of the data obtained. With such tools in place the potential for neglected or underexploited substrates to provide a unique insight into phylogenetics, microbial evolution and evolutionary processes will be realized.
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Affiliation(s)
- Eleanor Joan Green
- BioArCh, Department of Archaeology, University of York, Wentworth Way, York YO10 5DD, UK.
| | - Camilla F Speller
- BioArCh, Department of Archaeology, University of York, Wentworth Way, York YO10 5DD, UK.
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40
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Bolnick DA, Raff JA, Springs LC, Reynolds AW, Miró-Herrans AT. Native American Genomics and Population Histories. ANNUAL REVIEW OF ANTHROPOLOGY 2016. [DOI: 10.1146/annurev-anthro-102215-100036] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Studies of Native American genetic diversity and population history have been transformed over the last decade by important developments in anthropological genetics. During this time, researchers have adopted new DNA technologies and computational approaches for analyzing genomic data, and they have become increasingly sensitive to the views of research participants and communities. As new methods are applied to long-standing questions, and as more research is conducted in collaboration with indigenous communities, we are gaining new insights into the history and diversity of indigenous populations. This review discusses the recent methodological advances and genetic studies that have improved our understanding of Native American genomics and population histories. We synthesize current knowledge about Native American genomic variation and build a model of population history in the Americas. We also discuss the broader implications of this research for anthropology and related disciplines, and we highlight challenges and other considerations for future research.
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Affiliation(s)
- Deborah A. Bolnick
- Department of Anthropology, University of Texas at Austin, Austin, Texas 78712;, , ,
- Population Research Center, University of Texas at Austin, Austin, Texas 78712
| | - Jennifer A. Raff
- Department of Anthropology, University of Kansas, Lawrence, Kansas 66045-7556
| | - Lauren C. Springs
- Department of Anthropology, University of Texas at Austin, Austin, Texas 78712;, , ,
| | - Austin W. Reynolds
- Department of Anthropology, University of Texas at Austin, Austin, Texas 78712;, , ,
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas 78712
| | - Aida T. Miró-Herrans
- Department of Anthropology, University of Texas at Austin, Austin, Texas 78712;, , ,
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41
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Affiliation(s)
- S G Damle
- Editor-in-Chief, Contemporary Clinical Dentistry. E-mail:
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Inner Workings: Ancient teeth reveal clues about microbiome evolution. Proc Natl Acad Sci U S A 2016; 113:5764-5. [PMID: 27222564 DOI: 10.1073/pnas.1606592113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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