1
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Li Q, He Z, Wang Z, Chen A, Wu C. Uncovering Microbial Diversity and Community Structure of Black Spots Residing in Tomb Mural Painting. Microorganisms 2025; 13:755. [PMID: 40284592 PMCID: PMC12029219 DOI: 10.3390/microorganisms13040755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 03/18/2025] [Accepted: 03/24/2025] [Indexed: 04/29/2025] Open
Abstract
Microbes colonizing cultural artifacts are a ubiquitous phenomenon which may occur during burial, post-excavation, and storage periods, thereby seriously affecting sustainable heritage conservation. In this study, high-throughput sequencing technology was applied to analyze the microbial community structure in ancient mural paintings and the surrounding air, as well as to identify the most characteristic taxa causing black spot contamination. The results showed that members of the genera Gliomastix and Ochroconis were highly abundant in black-spots-contaminated areas and rarely detected in the air and uncontaminated mural paintings. Air samples of the two tombs showed no significant difference in Chao1 and Shannon indices, whereas statistically significant differences were observed compared to those samples collected from black spots. The taxonomic diversity of the microbial community in the soil-covered mural paintings and air exhibited similar structures at the genus level. Moreover, when compared to other areas of the two tombs, the samples from black spots differed not only in microbial community composition but also in microbial assembly processes and the co-occurrence patterns, such as much less network complexity in the black spots area. Functional predictions uncover the presence of microbial functional profiles involved in nitrogen cycling, organic matter degradation, and animal and human pathogens, representing a potential threat to cultural relics and public health. These results advance our understanding of the impacts of archeological excavations on the microbial community variation in tomb mural paintings.
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Affiliation(s)
- Qiang Li
- School of Art and Archaeology, Zhejiang University, Hangzhou 310028, China
| | - Zhang He
- Shaanxi Provincial Institute of Archaeology, Xi’an 710054, China
| | - Zeng Wang
- Shaanxi Provincial Institute of Archaeology, Xi’an 710054, China
| | - Aidong Chen
- Shaanxi Provincial Institute of Archaeology, Xi’an 710054, China
| | - Chao Wu
- School of Humanities, Zhejiang University, Hangzhou 310058, China
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2
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Fleskes RE, Johnson SJ, Honap TP, Abin CA, Gilmore JK, Oubré L, Bueschgen WD, Abel SM, Ofunniyin AA, Lewis CM, Schurr TG. Oral microbial diversity in 18th century African individuals from South Carolina. Commun Biol 2024; 7:1213. [PMID: 39342044 PMCID: PMC11439080 DOI: 10.1038/s42003-024-06893-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 09/13/2024] [Indexed: 10/01/2024] Open
Abstract
As part of the Anson Street African Burial Ground Project, we characterized the oral microbiomes of twelve 18th century African-descended individuals (Ancestors) from Charleston, South Carolina, USA, to study their oral health and diet. We found that their oral microbiome composition resembled that of other historic (18th-19th century) dental calculus samples but differed from that of modern samples, and was not influenced by indicators of oral health and wear observed in the dentition. Phylogenetic analysis of the oral bacteria, Tannerella forsythia and Pseudoramibacter alactolyticus, revealed varied patterns of lineage diversity and replacement in the Americas, with the Ancestors carrying strains similar to historic period Europeans and Africans. Functional profiling of metabolic pathways suggested that the Ancestors consumed a diet low in animal protein. Overall, our study reveals important insights into the oral microbial histories of African-descended individuals, particularly oral health and diet in colonial North American enslavement contexts.
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Affiliation(s)
- Raquel E Fleskes
- Department of Anthropology, Dartmouth College, Hanover, NH, USA.
- The Anson Street African Burial Ground Project, Mount Pleasant, SC, USA.
| | - Sarah J Johnson
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Tanvi P Honap
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Christopher A Abin
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Joanna K Gilmore
- The Anson Street African Burial Ground Project, Mount Pleasant, SC, USA
- Department of Sociology and Anthropology, College of Charleston, Charleston, SC, USA
| | - La'Sheia Oubré
- The Anson Street African Burial Ground Project, Mount Pleasant, SC, USA
| | | | - Suzanne M Abel
- Charleston County Coroner's Office, North Charleston, SC, USA
| | - Ade A Ofunniyin
- The Anson Street African Burial Ground Project, Mount Pleasant, SC, USA
- Department of Sociology and Anthropology, College of Charleston, Charleston, SC, USA
| | - Cecil M Lewis
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA.
- Department of Anthropology, University of Oklahoma, Norman, OK, USA.
| | - Theodore G Schurr
- The Anson Street African Burial Ground Project, Mount Pleasant, SC, USA.
- Department of Anthropology, University of Pennsylvania, Philadelphia, PA, USA.
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3
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Bozzi D, Neuenschwander S, Cruz Dávalos DI, Sousa da Mota B, Schroeder H, Moreno-Mayar JV, Allentoft ME, Malaspinas AS. Towards predicting the geographical origin of ancient samples with metagenomic data. Sci Rep 2024; 14:21794. [PMID: 39294129 PMCID: PMC11411106 DOI: 10.1038/s41598-023-40246-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 08/07/2023] [Indexed: 09/20/2024] Open
Abstract
Reconstructing the history-such as the place of birth and death-of an individual sample is a fundamental goal in ancient DNA (aDNA) studies. However, knowing the place of death can be particularly challenging when samples come from museum collections with incomplete or erroneous archives. While analyses of human DNA and isotope data can inform us about the ancestry of an individual and provide clues about where the person lived, they cannot specifically trace the place of death. Moreover, while ancient human DNA can be retrieved, a large fraction of the sequenced molecules in ancient DNA studies derive from exogenous DNA. This DNA-which is usually discarded in aDNA analyses-is constituted mostly by microbial DNA from soil-dwelling microorganisms that have colonized the buried remains post-mortem. In this study, we hypothesize that remains of individuals buried in the same or close geographic areas, exposed to similar microbial communities, could harbor more similar metagenomes. We propose to use metagenomic data from ancient samples' shotgun sequencing to locate the place of death of a given individual which can also help to solve cases of sample mislabeling. We used a k-mer-based approach to compute similarity scores between metagenomic samples from different locations and propose a method based on dimensionality reduction and logistic regression to assign a geographical origin to target samples. We apply our method to several public datasets and observe that individual samples from closer geographic locations tend to show higher similarities in their metagenomes compared to those of different origin, allowing good geographical predictions of test samples. Moreover, we observe that the genus Streptomyces commonly infiltrates ancient remains and represents a valuable biomarker to trace the samples' geographic origin. Our results provide a proof of concept and show how metagenomic data can also be used to shed light on the place of origin of ancient samples.
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Affiliation(s)
- Davide Bozzi
- Department of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland.
- Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland.
| | - Samuel Neuenschwander
- Department of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland
- Vital-IT, SIB Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Diana Ivette Cruz Dávalos
- Department of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Bárbara Sousa da Mota
- Department of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland
| | - Hannes Schroeder
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - J Víctor Moreno-Mayar
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Lundbeck Foundation GeoGenetics Centre, Globe Institute, University of Copenhagen, Copenhagen, Denmark
| | - Morten E Allentoft
- Lundbeck Foundation GeoGenetics Centre, Globe Institute, University of Copenhagen, Copenhagen, Denmark
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
| | - Anna-Sapfo Malaspinas
- Department of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland.
- Swiss Institute of Bioinformatics, 1015, Lausanne, Switzerland.
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4
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Matthews K, Cavagnaro T, Weinstein P, Stanhope J. Health by design; optimising our urban environmental microbiomes for human health. ENVIRONMENTAL RESEARCH 2024; 257:119226. [PMID: 38797467 DOI: 10.1016/j.envres.2024.119226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 05/13/2024] [Accepted: 05/24/2024] [Indexed: 05/29/2024]
Abstract
Humans have evolved in direct and intimate contact with their environment and the microbes that it contains, over a period of 2 million years. As a result, human physiology has become intrinsically linked to environmental microbiota. Urbanisation has reduced our exposure to harmful pathogens, however there is now increasing evidence that these same health-protective improvements in our environment may also be contributing to a hidden disease burden: immune dysregulation. Thoughtful and purposeful design has the potential to ameliorate these health concerns by providing sources of microbial diversity for human exposure. In this narrative review, we highlight the role of environmental microbiota in human health and provide insights into how we can optimise human health through well-designed cities, urban landscapes and buildings. The World Health Organization recommends there should be at least one public green space of least 0.5 ha in size within 300m of a place of residence. We argue that these larger green spaces are more likely to permit functioning ecosystems that deliver ecosystem services, including the provision of diverse aerobiomes. Urban planning must consider the conservation and addition of large public green spaces, while landscape design needs to consider how to maximise environmental, social and public health outcomes, which may include rewilding. Landscape designers need to consider how people use these spaces, and how to optimise utilisation, including for those who may experience challenges in access (e.g. those living with disabilities, people in residential care). There are also opportunities to improve health via building design that improves access to diverse environmental microbiota. Considerations include having windows that open, indoor plants, and the relationship between function, form and organization. We emphasise possibilities for re-introducing potentially health-giving microbial exposures into urban environments, particularly where the benefits of exposure to biodiverse environments may have been lost.
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Affiliation(s)
- Kate Matthews
- College of Science and Engineering, Flinders University, Bedford Park, SA, Australia; School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, Australia
| | - Timothy Cavagnaro
- College of Science and Engineering, Flinders University, Bedford Park, SA, Australia; School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, Australia; Environment Institute, The University of Adelaide, Adelaide, SA, Australia
| | - Philip Weinstein
- Environment Institute, The University of Adelaide, Adelaide, SA, Australia; School of Public Health, The University of Adelaide, Adelaide, SA, Australia; South Australian Museum, Adelaide, SA, Australia
| | - Jessica Stanhope
- Environment Institute, The University of Adelaide, Adelaide, SA, Australia; School of Allied Health Science and Practice, The University of Adelaide, Adelaide, SA, Australia.
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5
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Bergfeldt N, Kırdök E, Oskolkov N, Mirabello C, Unneberg P, Malmström H, Fraser M, Sanchez-Quinto F, Jorgensen R, Skar B, Lidén K, Jakobsson M, Storå J, Götherström A. Identification of microbial pathogens in Neolithic Scandinavian humans. Sci Rep 2024; 14:5630. [PMID: 38453993 PMCID: PMC10920878 DOI: 10.1038/s41598-024-56096-0] [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: 06/01/2023] [Accepted: 03/01/2024] [Indexed: 03/09/2024] Open
Abstract
With the Neolithic transition, human lifestyle shifted from hunting and gathering to farming. This change altered subsistence patterns, cultural expression, and population structures as shown by the archaeological/zooarchaeological record, as well as by stable isotope and ancient DNA data. Here, we used metagenomic data to analyse if the transitions also impacted the microbiome composition in 25 Mesolithic and Neolithic hunter-gatherers and 13 Neolithic farmers from several Scandinavian Stone Age cultural contexts. Salmonella enterica, a bacterium that may have been the cause of death for the infected individuals, was found in two Neolithic samples from Battle Axe culture contexts. Several species of the bacterial genus Yersinia were found in Neolithic individuals from Funnel Beaker culture contexts as well as from later Neolithic context. Transmission of e.g. Y. enterocolitica may have been facilitated by the denser populations in agricultural contexts.
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Affiliation(s)
- Nora Bergfeldt
- Centre for Palaeogenetics, Stockholm University, Stockholm, Sweden.
- Department of Zoology, Stockholm University, Stockholm, Sweden.
- Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden.
| | - Emrah Kırdök
- Department of Biotechnology, Faculty of Science, Mersin University, Mersin, Turkey
| | - Nikolay Oskolkov
- Science for Life Laboratory, Department of Biology, National Bioinformatics Infrastructure Sweden, Lund University, Lund, Sweden
| | - Claudio Mirabello
- Science for Life Laboratory, Department of Physics, Chemistry and Biology, National Bioinformatics Infrastructure Sweden, Linköping University, Linköping, Sweden
| | - Per Unneberg
- Science for Life Laboratory, Department of Cell and Molecular Biology, National Bioinformatics Infrastructure Sweden, Uppsala University, Uppsala, Sweden
| | - Helena Malmström
- Human Evolution, Department of Organism Biology, Uppsala University, Uppsala, Sweden
| | - Magdalena Fraser
- Human Evolution, Department of Organism Biology, Uppsala University, Uppsala, Sweden
| | | | - Roger Jorgensen
- Tromsø University Museum, University of Tromsø-The Arctic University of Norway, Tromsø, Norway
| | - Birgitte Skar
- Department of Archaeology and Cultural History, NTNU University Museum, Trondheim, Norway
| | - Kerstin Lidén
- Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Mattias Jakobsson
- Human Evolution, Department of Organism Biology, Uppsala University, Uppsala, Sweden
| | - Jan Storå
- Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Anders Götherström
- Centre for Palaeogenetics, Stockholm University, Stockholm, Sweden
- Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
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6
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Pusadkar V, Azad RK. Benchmarking Metagenomic Classifiers on Simulated Ancient and Modern Metagenomic Data. Microorganisms 2023; 11:2478. [PMID: 37894136 PMCID: PMC10609333 DOI: 10.3390/microorganisms11102478] [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: 07/18/2023] [Revised: 09/28/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023] Open
Abstract
Taxonomic profiling of ancient metagenomic samples is challenging due to the accumulation of specific damage patterns on DNA over time. Although a number of methods for metagenome profiling have been developed, most of them have been assessed on modern metagenomes or simulated metagenomes mimicking modern metagenomes. Further, a comparative assessment of metagenome profilers on simulated metagenomes representing a spectrum of degradation depth, from the extremity of ancient (most degraded) to current or modern (not degraded) metagenomes, has not yet been performed. To understand the strengths and weaknesses of different metagenome profilers, we performed their comprehensive evaluation on simulated metagenomes representing human dental calculus microbiome, with the level of DNA damage successively raised to mimic modern to ancient metagenomes. All classes of profilers, namely, DNA-to-DNA, DNA-to-protein, and DNA-to-marker comparison-based profilers were evaluated on metagenomes with varying levels of damage simulating deamination, fragmentation, and contamination. Our results revealed that, compared to deamination and fragmentation, human and environmental contamination of ancient DNA (with modern DNA) has the most pronounced effect on the performance of each profiler. Further, the DNA-to-DNA (e.g., Kraken2, Bracken) and DNA-to-marker (e.g., MetaPhlAn4) based profiling approaches showed complementary strengths, which can be leveraged to elevate the state-of-the-art of ancient metagenome profiling.
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Affiliation(s)
- Vaidehi Pusadkar
- Department of Biological Sciences, University of North Texas, Denton, TX 76203, USA;
- BioDiscovery Institute, University of North Texas, Denton, TX 76203, USA
| | - Rajeev K. Azad
- Department of Biological Sciences, University of North Texas, Denton, TX 76203, USA;
- BioDiscovery Institute, University of North Texas, Denton, TX 76203, USA
- Department of Mathematics, University of North Texas, Denton, TX 76203, USA
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7
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Bader AC, Van Zuylen EM, Handsley-Davis M, Alegado RA, Benezra A, Pollet RM, Ehau-Taumaunu H, Weyrich LS, Anderson MZ. A relational framework for microbiome research with Indigenous communities. Nat Microbiol 2023; 8:1768-1776. [PMID: 37770743 DOI: 10.1038/s41564-023-01471-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 07/26/2023] [Indexed: 09/30/2023]
Abstract
Ethical practices in human microbiome research have failed to keep pace with scientific advances in the field. Researchers seeking to 'preserve' microbial species associated with Indigenous groups, but absent from industrialized populations, have largely failed to include Indigenous people in knowledge co-production or benefit, perpetuating a legacy of intellectual and material extraction. We propose a framework centred on relationality among Indigenous peoples, researchers and microbes, to guide ethical microbiome research. Our framework centres accountability to flatten historical power imbalances that favour researcher perspectives and interests to provide space for Indigenous worldviews in pursuit of Indigenous research sovereignty. Ethical inclusion of Indigenous communities in microbiome research can provide health benefits for all populations and reinforce mutually beneficial partnerships between researchers and the public.
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Affiliation(s)
- Alyssa C Bader
- Department of Anthropology, McGill University, Montreal, Quebec, Canada.
| | - Essie M Van Zuylen
- Department of Microbiology and Immunology, University of Otago, Dunedin North, Dunedin, New Zealand
- School of Product Design, University of Canterbury, Christchurch, New Zealand
| | - Matilda Handsley-Davis
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage (CABAH), University of Wollongong, Wollongong, New South Wales, Australia
| | - Rosanna A Alegado
- Department of Oceanography, University of Hawai'i Mānoa, Honolulu, HI, USA
| | - Amber Benezra
- Department of Science and Technology Studies, Stevens Institute of Technology, Hoboken, NJ, USA
| | | | - Hanareia Ehau-Taumaunu
- Department of Plant Pathology and Environmental Microbiology, Pennsylvania State University, State College, PA, USA
| | - Laura S Weyrich
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage (CABAH), University of Wollongong, Wollongong, New South Wales, Australia
- Department of Anthropology, Pennsylvania State University, State College, PA, USA
| | - Matthew Z Anderson
- Department of Microbiology, The Ohio State University, Columbus, OH, USA.
- Department of Microbial Infection and Immunity, The Ohio State University, Columbus, OH, USA.
- Center for Genomic Science Innovation, University of Wisconsin-Madison, Madison, WI, USA.
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, USA.
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8
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Warinner C. An Archaeology of Microbes. JOURNAL OF ANTHROPOLOGICAL RESEARCH 2022. [DOI: 10.1086/721976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Christina Warinner
- Department of Anthropology, Harvard University, Cambridge MA, USA 02138, and Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany 04103
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9
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van der Kuyl AC. Historic and Prehistoric Epidemics: An Overview of Sources Available for the Study of Ancient Pathogens. EPIDEMIOLOGIA 2022; 3:443-464. [PMID: 36547255 PMCID: PMC9778136 DOI: 10.3390/epidemiologia3040034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/26/2022] [Accepted: 09/28/2022] [Indexed: 12/24/2022] Open
Abstract
Since life on earth developed, parasitic microbes have thrived. Increases in host numbers, or the conquest of a new species, provide an opportunity for such a pathogen to enjoy, before host defense systems kick in, a similar upsurge in reproduction. Outbreaks, caused by "endemic" pathogens, and epidemics, caused by "novel" pathogens, have thus been creating chaos and destruction since prehistorical times. To study such (pre)historic epidemics, recent advances in the ancient DNA field, applied to both archeological and historical remains, have helped tremendously to elucidate the evolutionary trajectory of pathogens. These studies have offered new and unexpected insights into the evolution of, for instance, smallpox virus, hepatitis B virus, and the plague-causing bacterium Yersinia pestis. Furthermore, burial patterns and historical publications can help in tracking down ancient pathogens. Another source of information is our genome, where selective sweeps in immune-related genes relate to past pathogen attacks, while multiple viruses have left their genomes behind for us to study. This review will discuss the sources available to investigate (pre)historic diseases, as molecular knowledge of historic and prehistoric pathogens may help us understand the past and the present, and prepare us for future epidemics.
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Affiliation(s)
- Antoinette C. van der Kuyl
- Laboratory of Experimental Virology, Department of Medical Microbiology and Infection Prevention, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands; ; Tel.: +31-205-666-778
- Amsterdam Institute for Infection and Immunity, 1100 DD Amsterdam, The Netherlands
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10
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HAYSTAC: A Bayesian framework for robust and rapid species identification in high-throughput sequencing data. PLoS Comput Biol 2022; 18:e1010493. [PMID: 36178955 PMCID: PMC9555677 DOI: 10.1371/journal.pcbi.1010493] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 10/12/2022] [Accepted: 08/16/2022] [Indexed: 11/24/2022] Open
Abstract
Identification of specific species in metagenomic samples is critical for several key applications, yet many tools available require large computational power and are often prone to false positive identifications. Here we describe High-AccuracY and Scalable Taxonomic Assignment of MetagenomiC data (HAYSTAC), which can estimate the probability that a specific taxon is present in a metagenome. HAYSTAC provides a user-friendly tool to construct databases, based on publicly available genomes, that are used for competitive read mapping. It then uses a novel Bayesian framework to infer the abundance and statistical support for each species identification and provide per-read species classification. Unlike other methods, HAYSTAC is specifically designed to efficiently handle both ancient and modern DNA data, as well as incomplete reference databases, making it possible to run highly accurate hypothesis-driven analyses (i.e., assessing the presence of a specific species) on variably sized reference databases while dramatically improving processing speeds. We tested the performance and accuracy of HAYSTAC using simulated Illumina libraries, both with and without ancient DNA damage, and compared the results to other currently available methods (i.e., Kraken2/Bracken, KrakenUniq, MALT/HOPS, and Sigma). HAYSTAC identified fewer false positives than both Kraken2/Bracken, KrakenUniq and MALT in all simulations, and fewer than Sigma in simulations of ancient data. It uses less memory than Kraken2/Bracken, KrakenUniq as well as MALT both during database construction and sample analysis. Lastly, we used HAYSTAC to search for specific pathogens in two published ancient metagenomic datasets, demonstrating how it can be applied to empirical datasets. HAYSTAC is available from https://github.com/antonisdim/HAYSTAC. The emerging field of paleo-metagenomics (i.e., metagenomics from ancient DNA) holds great promise for novel discoveries in fields as diverse as pathogen evolution and paleoenvironmental reconstruction. However, there is presently a lack of computational methods for species identification from microbial communities in both degraded and nondegraded DNA material. Here, we present “HAYSTAC”, a user-friendly software package that implements a novel probabilistic model for species identification in metagenomic data obtained from both degraded and non-degraded DNA material. Through extensive benchmarking, we show that HAYSTAC can be used for accurately profiling the community composition, as well as for direct hypothesis testing for the presence of extremely low-abundance taxa, in complex metagenomic samples. After analysing simulated and publicly available datasets, HAYSTAC consistently produced the lowest number of false positive identifications during taxonomic profiling, produced robust results when databases of restricted size were used, and showed increased sensitivity for pathogen detection compared to other specialist methods. The newly proposed probabilistic model and software employed by HAYSTAC can have a substantial impact on the robust and rapid pathogen discovery in degraded/shallow sequenced metagenomic samples while optimising the use of computational resources.
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11
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Abstract
Paleoproteomics, the study of ancient proteins, is a rapidly growing field at the intersection of molecular biology, paleontology, archaeology, paleoecology, and history. Paleoproteomics research leverages the longevity and diversity of proteins to explore fundamental questions about the past. While its origins predate the characterization of DNA, it was only with the advent of soft ionization mass spectrometry that the study of ancient proteins became truly feasible. Technological gains over the past 20 years have allowed increasing opportunities to better understand preservation, degradation, and recovery of the rich bioarchive of ancient proteins found in the archaeological and paleontological records. Growing from a handful of studies in the 1990s on individual highly abundant ancient proteins, paleoproteomics today is an expanding field with diverse applications ranging from the taxonomic identification of highly fragmented bones and shells and the phylogenetic resolution of extinct species to the exploration of past cuisines from dental calculus and pottery food crusts and the characterization of past diseases. More broadly, these studies have opened new doors in understanding past human-animal interactions, the reconstruction of past environments and environmental changes, the expansion of the hominin fossil record through large scale screening of nondiagnostic bone fragments, and the phylogenetic resolution of the vertebrate fossil record. Even with these advances, much of the ancient proteomic record still remains unexplored. Here we provide an overview of the history of the field, a summary of the major methods and applications currently in use, and a critical evaluation of current challenges. We conclude by looking to the future, for which innovative solutions and emerging technology will play an important role in enabling us to access the still unexplored "dark" proteome, allowing for a fuller understanding of the role ancient proteins can play in the interpretation of the past.
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Affiliation(s)
- Christina Warinner
- Department
of Anthropology, Harvard University, Cambridge, Massachusetts 02138, United States
- Department of Archaeogenetics, Max Planck Institute for Evolutionary Anthropology, Leipzig 04103, Germany
| | - Kristine Korzow Richter
- Department
of Anthropology, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Matthew J. Collins
- Department
of Archaeology, Cambridge University, Cambridge CB2 3DZ, United Kingdom
- Section
for Evolutionary Genomics, Globe Institute,
University of Copenhagen, Copenhagen 1350, Denmark
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12
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Bevilacqua G. The Viral Origin of Human Breast Cancer: From the Mouse Mammary Tumor Virus (MMTV) to the Human Betaretrovirus (HBRV). Viruses 2022; 14:1704. [PMID: 36016325 PMCID: PMC9412291 DOI: 10.3390/v14081704] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/25/2022] [Accepted: 07/29/2022] [Indexed: 02/04/2023] Open
Abstract
A Human Betaretrovirus (HBRV) has been identified in humans, dating as far back as about 4500 years ago, with a high probability of it being acquired by our species around 10,000 years ago, following a species jump from mice to humans. HBRV is the human homolog of the MMTV (mouse mammary tumor virus), which is the etiological agent of murine mammary tumors. The hypothesis of a HMTV (human mammary tumor virus) was proposed about 50 years ago, and has acquired a solid scientific basis during the last 30 years, with the demonstration of a robust link with breast cancer and with PBC, primary biliary cholangitis. This article summarizes most of what is known about MMTV/HMTV/HBRV since the discovery of MMTV at the beginning of last century, to make evident both the quantity and the quality of the research supporting the existence of HBRV and its pathogenic role. Here, it is sufficient to mention that scientific evidence includes that viral sequences have been identified in breast-cancer samples in a worldwide distribution, that the complete proviral genome has been cloned from breast cancer and patients with PBC, and that saliva contains HBRV, as a possible route of inter-human infection. Controversies that have arisen concerning results obtained from human tissues, many of them outdated by new scientific evidence, are critically discussed and confuted.
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13
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Yarlagadda K, Zachwieja AJ, de Flamingh A, Phungviwatnikul T, Rivera-Colón AG, Roseman C, Shackelford L, Swanson KS, Malhi RS. Geographically diverse canid sampling provides novel insights into pre-industrial microbiomes. Proc Biol Sci 2022; 289:20220052. [PMID: 35506233 PMCID: PMC9065982 DOI: 10.1098/rspb.2022.0052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Canine microbiome studies are often limited in the geographic and temporal scope of samples studied. This results in a paucity of data on the canine microbiome around the world, especially in contexts where dogs may not be pets or human associated. Here, we present the shotgun sequences of fecal microbiomes of pet dogs from South Africa, shelter and stray dogs from India, and stray village dogs in Laos. We additionally performed a dietary experiment with dogs housed in a veterinary medical school, attempting to replicate the diet of the sampled dogs from Laos. We analyse the taxonomic diversity in these populations and identify the underlying functional redundancy of these microbiomes. Our results show that diet alone is not sufficient to recapitulate the higher diversity seen in the microbiome of dogs from Laos. Comparisons to previous studies and ancient dog fecal microbiomes highlight the need for greater population diversity in studies of canine microbiomes, as modern analogues can provide better comparisons to ancient microbiomes. We identify trends in microbial diversity and industrialization in dogs that mirror results of human studies, suggesting future research can make use of these companion animals as substitutes for humans in studying the effects of industrialization on the microbiome.
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Affiliation(s)
- K Yarlagadda
- Department of Anthropology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - A J Zachwieja
- Department of Biomedical Sciences, University of Minnesota Medical School Duluth, Duluth, Minnesota, USA
| | - A de Flamingh
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - T Phungviwatnikul
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - A G Rivera-Colón
- Department of Evolution, Ecology, and Behavior, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - C Roseman
- School of Integrative Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - L Shackelford
- Department of Anthropology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - K S Swanson
- Department of Animal Sciences, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - R S Malhi
- Department of Anthropology, University of Illinois Urbana-Champaign, Urbana, IL, USA.,Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA.,Department of Evolution, Ecology, and Behavior, University of Illinois Urbana-Champaign, Urbana, IL, USA.,School of Integrative Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
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14
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Rosas-Plaza S, Hernández-Terán A, Navarro-Díaz M, Escalante AE, Morales-Espinosa R, Cerritos R. Human Gut Microbiome Across Different Lifestyles: From Hunter-Gatherers to Urban Populations. Front Microbiol 2022; 13:843170. [PMID: 35558108 PMCID: PMC9087276 DOI: 10.3389/fmicb.2022.843170] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 02/25/2022] [Indexed: 12/13/2022] Open
Abstract
Human lifestyle and its relationship with the human microbiome has been a line of research widely studied. This is because, throughout human history, civilizations have experienced different environments and lifestyles that could have promoted changes in the human microbiome. The comparison between industrialized and non-industrialized human populations in several studies has allowed to observe variation in the microbiome structure due to the population lifestyle. Nevertheless, the lifestyle of human populations is a gradient where several subcategories can be described. Yet, it is not known how these different lifestyles of human populations affect the microbiome structure on a large scale. Therefore, the main goal of this work was the collection and comparison of 16S data from the gut microbiome of populations that have different lifestyles around the world. With the data obtained from 14 studies, it was possible to compare the gut microbiome of 568 individuals that represent populations of hunter-gatherers, agricultural, agropastoral, pastoral, and urban populations. Results showed that industrialized populations present less diversity than those from non-industrialized populations, as has been described before. However, by separating traditional populations into different categories, we were able to observe patterns that cannot be appreciated by encompassing the different traditional lifestyles in a single category. In this sense, we could confirm that different lifestyles exhibit distinct alpha and beta diversity. In particular, the gut microbiome of pastoral and agropastoral populations seems to be more similar to those of urban populations according to beta diversity analysis. Beyond that, beta diversity analyses revealed that bacterial composition reflects the different lifestyles, representing a transition from hunters-gatherers to industrialized populations. Also, we found that certain groups such as Bacteoidaceae, Lanchospiraceae, and Rickenellaceae have been favored in the transition to modern societies, being differentially abundant in urban populations. Thus, we could hypothesize that due to adaptive/ecological processes; multifunctional bacterial groups (e.g., Bacteroidaceae) could be replacing some functions lost in the transition to modern lifestyle.
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Affiliation(s)
- Santiago Rosas-Plaza
- Centro de Investigación en Políticas, Población y Salud, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Posgrado en Ciencias Biológicas, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Alejandra Hernández-Terán
- Departamento de Investigación en Tabaquismo y EPOC, Instituto Nacional de Enfermedades Respiratorias Ismael Cosìo Villegas, México City, Mexico
| | - Marcelo Navarro-Díaz
- Laboratorio Nacional de Ciencias de la Sostenibilidad (LANCIS), Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Ana E. Escalante
- Laboratorio Nacional de Ciencias de la Sostenibilidad (LANCIS), Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Rosario Morales-Espinosa
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - René Cerritos
- Centro de Investigación en Políticas, Población y Salud, Universidad Nacional Autónoma de México, Mexico City, Mexico
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15
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Postmortem Skeletal Microbial Community Composition and Function in Buried Human Remains. mSystems 2022; 7:e0004122. [PMID: 35353006 PMCID: PMC9040591 DOI: 10.1128/msystems.00041-22] [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] [Indexed: 11/20/2022] Open
Abstract
Bones and teeth can provide a lasting resource to identify human remains following decomposition. Bone can support dynamic communities of micro- and macroscopic scavengers and incidental taxa, which influence the preservation of bone over time. Previously we identified key microbial taxa associated with survivability of DNA in bones of surface-decomposed human remains, observing high intra- and interindividual variation. Here we characterized the postmortem bone microbiome of skeletal remains in a multi-individual burial to better understand subsurface bone colonization and preservation. To understand microbial community origins and assembly, 16S rRNA amplicon sequences from 256 bone and 27 soil samples were compared to bone from individuals who decomposed on the ground surface, and human gut sequences from the American Gut Project. Untargeted metabolomics was applied to a subset of 41 bone samples from buried remains to examine potential microbe–metabolite interactions and infer differences related to community functionality. Results show that postmortem bone microbial communities are distinct from those of the oxic surface soils and the human gut. Microbial communities from surface-deposited bone and shallow buried bone were more similar to those from soils, while bones recovered from saturated areas deeper in the grave showed increased similarity with human gut samples with higher representation of anaerobic taxa, suggesting that the depositional environment affected the established bone microbiome. Correlations between metabolites and microbes indicate that phosphate solubilization is likely an important mechanism of microbially mediated skeletal degradation. This research expands our knowledge of microbial bone colonizers, including colonizers important in a burial environment. IMPORTANCE Understanding the microbes that colonize and degrade bone has important implications for preservation of skeletal elements and identification of unknown human remains. Current research on the postmortem bone microbiome is limited and largely focuses on archaeological or marine contexts. Our research expands our understanding of bone microbiomes in buried remains by characterizing the taxonomic and metabolic diversity of microbes that are colonizing bone after a 4-year postmortem burial interval and examines the potential impact of microbial colonization on human skeletal DNA preservation. Our results indicate that the postmortem bone microbiome is distinct from the human gut and soil. Evidence from combined metabolomic and amplicon sequencing analysis suggests that Pseudomonas and phosphate solubilization likely play a role in skeletal degradation. This work provides important insight into the types and activities of microbes controlling the preservation of buried skeletal remains.
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16
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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: 4] [Impact Index Per Article: 1.3] [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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17
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Dussex N, Bergfeldt N, de Anca Prado V, Dehasque M, Díez-Del-Molino D, Ersmark E, Kanellidou F, Larsson P, Lemež Š, Lord E, Mármol-Sánchez E, Meleg IN, Måsviken J, Naidoo T, Studerus J, Vicente M, von Seth J, Götherström A, Dalén L, Heintzman PD. Integrating multi-taxon palaeogenomes and sedimentary ancient DNA to study past ecosystem dynamics. Proc Biol Sci 2021; 288:20211252. [PMID: 34428961 PMCID: PMC8385357 DOI: 10.1098/rspb.2021.1252] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Ancient DNA (aDNA) has played a major role in our understanding of the past. Important advances in the sequencing and analysis of aDNA from a range of organisms have enabled a detailed understanding of processes such as past demography, introgression, domestication, adaptation and speciation. However, to date and with the notable exception of microbiomes and sediments, most aDNA studies have focused on single taxa or taxonomic groups, making the study of changes at the community level challenging. This is rather surprising because current sequencing and analytical approaches allow us to obtain and analyse aDNA from multiple source materials. When combined, these data can enable the simultaneous study of multiple taxa through space and time, and could thus provide a more comprehensive understanding of ecosystem-wide changes. It is therefore timely to develop an integrative approach to aDNA studies by combining data from multiple taxa and substrates. In this review, we discuss the various applications, associated challenges and future prospects of such an approach.
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Affiliation(s)
- Nicolas Dussex
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - Nora Bergfeldt
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | | | - Marianne Dehasque
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - David Díez-Del-Molino
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden
| | - Erik Ersmark
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Foteini Kanellidou
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
| | - Petter Larsson
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Špela Lemež
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
| | - Edana Lord
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - Emilio Mármol-Sánchez
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Stockholm, Sweden
| | - Ioana N Meleg
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden.,'Emil Racoviță' Institute of Speleology of the Romanian Academy, Calea 13 Septembrie, nr. 13, 050711, Sector 5, Bucharest, Romania.,Emil. G. Racoviță Institute, Babeș-Bolyai University, Clinicilor 5-7, 400006 Cluj-Napoca, Romania
| | - Johannes Måsviken
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - Thijessen Naidoo
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden.,Ancient DNA Unit, SciLifeLab, Stockholm and Uppsala, Sweden
| | - Jovanka Studerus
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden
| | - Mário Vicente
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Johanna von Seth
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - Anders Götherström
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Archaeology and Classical Studies, Stockholm University, Stockholm, Sweden
| | - Love Dalén
- Centre for Palaeogenetics, Svante Arrhenius väg 20C, 10691 Stockholm, Sweden.,Department of Zoology, Stockholm University, Stockholm, Sweden.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, Stockholm, Sweden
| | - Peter D Heintzman
- The Arctic University Museum of Norway, The Arctic University of Norway, 9037 Tromsø, Norway
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18
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A Standardized Approach for Shotgun Metagenomic Analysis of Ancient Dental Calculus. Methods Mol Biol 2021. [PMID: 34410642 DOI: 10.1007/978-1-0716-1518-8_7] [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: 12/01/2023]
Abstract
Ancient dental calculus provides a challenging, yet unparalleled, opportunity to reconstruct ancient oral microbial communities and trace the origins of modern microbiota-associated diseases. Metagenomic analysis of ancient dental calculus using high-throughput DNA sequencing has proven itself as an effective method to accurately reconstruct microorganisms that once lived in the mouths of ancient humans. Here, we provide the strategy, methodologies, and approaches used to establish an ancient dental calculus project, from project conception, community engagement, sampling, extracting DNA, and preparing shotgun metagenomic DNA libraries for sequencing on an Illumina platform. We also discuss techniques to minimize background or contaminant DNA by monitoring and reducing contamination in calculus data sets, utilizing appropriate protective gear, and employing the use of sample decontamination strategies. In this methodology chapter, we hope to promote transparency in the ancient dental calculus research field and encourage collaboration across the ancient DNA research community.
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19
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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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20
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Abstract
The microbiome plays key roles in human health, but little is known about its evolution. We investigate the evolutionary history of the African hominid oral microbiome by analyzing dental biofilms of humans and Neanderthals spanning the past 100,000 years and comparing them with those of chimpanzees, gorillas, and howler monkeys. We identify 10 core bacterial genera that have been maintained within the human lineage and play key biofilm structural roles. However, many remain understudied and unnamed. We find major taxonomic and functional differences between the oral microbiomes of Homo and chimpanzees but a high degree of similarity between Neanderthals and modern humans, including an apparent Homo-specific acquisition of starch digestion capability in oral streptococci, suggesting microbial coadaptation with host diet. The oral microbiome plays key roles in human biology, health, and disease, but little is known about the global diversity, variation, or evolution of this microbial community. To better understand the evolution and changing ecology of the human oral microbiome, we analyzed 124 dental biofilm metagenomes from humans, including Neanderthals and Late Pleistocene to present-day modern humans, chimpanzees, and gorillas, as well as New World howler monkeys for comparison. We find that a core microbiome of primarily biofilm structural taxa has been maintained throughout African hominid evolution, and these microbial groups are also shared with howler monkeys, suggesting that they have been important oral members since before the catarrhine–platyrrhine split ca. 40 Mya. However, community structure and individual microbial phylogenies do not closely reflect host relationships, and the dental biofilms of Homo and chimpanzees are distinguished by major taxonomic and functional differences. Reconstructing oral metagenomes from up to 100 thousand years ago, we show that the microbial profiles of both Neanderthals and modern humans are highly similar, sharing functional adaptations in nutrient metabolism. These include an apparent Homo-specific acquisition of salivary amylase-binding capability by oral streptococci, suggesting microbial coadaptation with host diet. We additionally find evidence of shared genetic diversity in the oral bacteria of Neanderthal and Upper Paleolithic modern humans that is not observed in later modern human populations. Differences in the oral microbiomes of African hominids provide insights into human evolution, the ancestral state of the human microbiome, and a temporal framework for understanding microbial health and disease.
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21
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Fellows Yates JA, Andrades Valtueña A, Vågene ÅJ, Cribdon B, Velsko IM, Borry M, Bravo-Lopez MJ, Fernandez-Guerra A, Green EJ, Ramachandran SL, Heintzman PD, Spyrou MA, Hübner A, Gancz AS, Hider J, Allshouse AF, Zaro V, Warinner C. Community-curated and standardised metadata of published ancient metagenomic samples with AncientMetagenomeDir. Sci Data 2021; 8:31. [PMID: 33500403 PMCID: PMC7838265 DOI: 10.1038/s41597-021-00816-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/13/2020] [Indexed: 01/05/2023] Open
Abstract
Ancient DNA and RNA are valuable data sources for a wide range of disciplines. Within the field of ancient metagenomics, the number of published genetic datasets has risen dramatically in recent years, and tracking this data for reuse is particularly important for large-scale ecological and evolutionary studies of individual taxa and communities of both microbes and eukaryotes. AncientMetagenomeDir (archived at 10.5281/zenodo.3980833) is a collection of annotated metagenomic sample lists derived from published studies that provide basic, standardised metadata and accession numbers to allow rapid data retrieval from online repositories. These tables are community-curated and span multiple sub-disciplines to ensure adequate breadth and consensus in metadata definitions, as well as longevity of the database. Internal guidelines and automated checks facilitate compatibility with established sequence-read archives and term-ontologies, and ensure consistency and interoperability for future meta-analyses. This collection will also assist in standardising metadata reporting for future ancient metagenomic studies. Measurement(s) | genome • Metagenome • Metadata • Ancient DNA | Technology Type(s) | digital curation | Factor Type(s) | geographic location • sample age |
Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.13241537
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Affiliation(s)
- James A Fellows Yates
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany. .,Institut für Vor- und Frühgeschichtliche Archäologie und Provinzialrömische Archäologie, Ludwig-Maximilians-Universität München, München, 80539, Germany.
| | - Aida Andrades Valtueña
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany
| | - Åshild J Vågene
- Section for Evolutionary Genomics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, 1350, Denmark
| | - Becky Cribdon
- School of Life Sciences, University of Warwick, Coventry, CV4 7AL, United Kingdom
| | - Irina M Velsko
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany
| | - Maxime Borry
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany
| | - Miriam J Bravo-Lopez
- International Laboratory for Human Genome Research, National Autonomous University of Mexico, Queretaro, 76230, Mexico
| | - Antonio Fernandez-Guerra
- Section for GeoGenetics, GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, 1350, Denmark.,Microbial Genomics and Bioinformatics Research Group, Max Planck Institute for Marine Microbiology, Bremen, 28359, Germany
| | - Eleanor J Green
- BioArCh, Department of Archaeology, University of York, York, YO10 5DD, United Kingdom.,Department of Earth Sciences, Natural History Museum, London, SW7 5BD, United Kingdom
| | | | - Peter D Heintzman
- The Arctic University Museum of Norway, UiT The Arctic University of Norway, Tromsø, 9037, Norway
| | - Maria A Spyrou
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany
| | - Alexander Hübner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany.,Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, 04103, Germany
| | - Abigail S Gancz
- Department of Anthropology, Pennsylvania State University, Pennsylvania, PA, 16802, USA
| | - Jessica Hider
- Department of Anthropology, McMaster University, Hamilton, L8S4L9, Canada.,McMaster Ancient DNA Centre, McMaster University, Hamilton, L8S4L10, Canada
| | - Aurora F Allshouse
- Department of Anthropology, Harvard University, Cambridge, MA, 02138, USA.,Max Planck-Harvard Research Center for the Archaeoscience of the Ancient Mediterranean, Cambridge, MA, 02138, USA
| | - Valentina Zaro
- Department of Biology, Università degli Studi di Firenze, Florence, 50122, Italy
| | - Christina Warinner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, 07745, Jena, Germany. .,Department of Anthropology, Harvard University, Cambridge, MA, 02138, USA.
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22
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Jacobson DK, Honap TP, Monroe C, Lund J, Houk BA, Novotny AC, Robin C, Marini E, Lewis CM. Functional diversity of microbial ecologies estimated from ancient human coprolites and dental calculus. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190586. [PMID: 33012230 PMCID: PMC7702801 DOI: 10.1098/rstb.2019.0586] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Human microbiome studies are increasingly incorporating macroecological approaches, such as community assembly, network analysis and functional redundancy to more fully characterize the microbiome. Such analyses have not been applied to ancient human microbiomes, preventing insights into human microbiome evolution. We address this issue by analysing published ancient microbiome datasets: coprolites from Rio Zape (n = 7; 700 CE Mexico) and historic dental calculus (n = 44; 1770–1855 CE, UK), as well as two novel dental calculus datasets: Maya (n = 7; 170 BCE-885 CE, Belize) and Nuragic Sardinians (n = 11; 1400–850 BCE, Italy). Periodontitis-associated bacteria (Treponema denticola, Fusobacterium nucleatum and Eubacterium saphenum) were identified as keystone taxa in the dental calculus datasets. Coprolite keystone taxa included known short-chain fatty acid producers (Eubacterium biforme, Phascolarctobacterium succinatutens) and potentially disease-associated bacteria (Escherichia, Brachyspira). Overlap in ecological profiles between ancient and modern microbiomes was indicated by similarity in functional response diversity profiles between contemporary hunter–gatherers and ancient coprolites, as well as parallels between ancient Maya, historic UK, and modern Spanish dental calculus; however, the ancient Nuragic dental calculus shows a distinct ecological structure. We detected key ecological signatures from ancient microbiome data, paving the way to expand understanding of human microbiome evolution. This article is part of the theme issue ‘Insights into health and disease from ancient biomolecules’.
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Affiliation(s)
- David K Jacobson
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA.,Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Tanvi P Honap
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA.,Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Cara Monroe
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
| | - Justin Lund
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA.,Department of Anthropology, University of Oklahoma, Norman, OK, USA
| | - Brett A Houk
- Department of Sociology, Anthropology, and Social Work, Texas Tech University, Lubbock, TX, USA
| | - Anna C Novotny
- Department of Sociology, Anthropology, and Social Work, Texas Tech University, Lubbock, TX, USA
| | - Cynthia Robin
- Department of Anthropology, Northwestern University, Evanston, IL, USA
| | - Elisabetta Marini
- Department of Life and Environmental Sciences, University of Cagliari, Cagliari, Sardinia, Italy
| | - Cecil M Lewis
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA.,Department of Anthropology, University of Oklahoma, Norman, OK, USA
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23
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Lessi F, Grandi N, Mazzanti CM, Civita P, Scatena C, Aretini P, Bandiera P, Fornaciari A, Giuffra V, Fornaciari G, Naccarato AG, Tramontano E, Bevilacqua G. A human MMTV-like betaretrovirus linked to breast cancer has been present in humans at least since the copper age. Aging (Albany NY) 2020; 12:15978-15994. [PMID: 32735554 PMCID: PMC7485742 DOI: 10.18632/aging.103780] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 06/22/2020] [Indexed: 12/16/2022]
Abstract
The betaretrovirus Mouse Mammary Tumor Virus (MMTV) is the well characterized etiological agent of mammary tumors in mice. In contrast, the etiology of sporadic human breast cancer (BC) is unknown, but accumulating data indicate a possible viral origin also for these malignancies. The presence of MMTVenv-like sequences (MMTVels) in the human salivary glands and saliva supports the latter as possible route of inter-human dissemination. In the absence of the demonstration of a mouse-man transmission of MMTV, we considered the possibility that a cross-species transmission could have occurred in ancient times. Therefore, we investigated MMTVels in the ancient dental calculus, which originates from saliva and is an excellent material for paleovirology. The calculus was collected from 36 ancient human skulls, excluding any possible mouse contamination. MMTV-like sequences were identified in the calculus of 6 individuals dated from the Copper Age to the 17th century. The MMTV-like sequences were compared with known human endogenous betaretroviruses and with animal exogenous betaretroviruses, confirming their exogenous origin and relation to MMTV. These data reveal that a human exogenous betaretrovirus similar to MMTV has existed at least since 4,500 years ago and indirectly support the hypothesis that it could play a role in human breast cancer.
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Affiliation(s)
| | - Nicole Grandi
- Division of Molecular Virology, Department of Life and Environmental Sciences, University of Cagliari, Cagliari, Italy
| | | | - Prospero Civita
- Division of Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Cristian Scatena
- Division of Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | | | - Pasquale Bandiera
- Center for Anthropological, Paleopathological and Historical Studies of The Sardinian and Mediterranean Populations, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Antonio Fornaciari
- Division of Paleopathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Valentina Giuffra
- Division of Paleopathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Gino Fornaciari
- Division of Paleopathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Antonio Giuseppe Naccarato
- Division of Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Enzo Tramontano
- Division of Molecular Virology, Department of Life and Environmental Sciences, University of Cagliari, Cagliari, Italy
| | - Generoso Bevilacqua
- Division of Pathology, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy.,Department of Laboratory Medicine, "San Rossore" Hospital, Pisa, Italy
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24
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Arning N, Wilson DJ. The past, present and future of ancient bacterial DNA. Microb Genom 2020; 6:mgen000384. [PMID: 32598277 PMCID: PMC7478633 DOI: 10.1099/mgen.0.000384] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 05/18/2020] [Indexed: 12/12/2022] Open
Abstract
Groundbreaking studies conducted in the mid-1980s demonstrated the possibility of sequencing ancient DNA (aDNA), which has allowed us to answer fundamental questions about the human past. Microbiologists were thus given a powerful tool to glimpse directly into inscrutable bacterial history, hitherto inaccessible due to a poor fossil record. Initially plagued by concerns regarding contamination, the field has grown alongside technical progress, with the advent of high-throughput sequencing being a breakthrough in sequence output and authentication. Albeit burdened with challenges unique to the analysis of bacteria, a growing number of viable sources for aDNA has opened multiple avenues of microbial research. Ancient pathogens have been extracted from bones, dental pulp, mummies and historical medical specimens and have answered focal historical questions such as identifying the aetiological agent of the black death as Yersinia pestis. Furthermore, ancient human microbiomes from fossilized faeces, mummies and dental plaque have shown shifts in human commensals through the Neolithic demographic transition and industrial revolution, whereas environmental isolates stemming from permafrost samples have revealed signs of ancient antimicrobial resistance. Culminating in an ever-growing repertoire of ancient genomes, the quickly expanding body of bacterial aDNA studies has also enabled comparisons of ancient genomes to their extant counterparts, illuminating the evolutionary history of bacteria. In this review we summarize the present avenues of research and contextualize them in the past of the field whilst also pointing towards questions still to be answered.
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Affiliation(s)
- Nicolas Arning
- Big Data Institute, Nuffield Department of Population Health, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Old Road Campus, Oxford, OX3 7LF, UK
| | - Daniel J. Wilson
- Big Data Institute, Nuffield Department of Population Health, University of Oxford, Li Ka Shing Centre for Health Information and Discovery, Old Road Campus, Oxford, OX3 7LF, UK
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25
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Moles L, Otaegui D. The Impact of Diet on Microbiota Evolution and Human Health. Is Diet an Adequate Tool for Microbiota Modulation? Nutrients 2020; 12:nu12061654. [PMID: 32498430 PMCID: PMC7352211 DOI: 10.3390/nu12061654] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 05/29/2020] [Accepted: 05/31/2020] [Indexed: 02/08/2023] Open
Abstract
The human microbiome is emerging as an interesting field in research into the prevention of health problems and recovery from illness in humans. The complex ecosystem formed by the microbiota is continuously interacting with its host and the environment. Diet could be assumed to be one of the most prominent factors influencing the microbiota composition. Nevertheless, and in spite of numerous strategies proposed to modulate the human microbiota through dietary means, guidelines to achieve this goal have yet to be established. This review assesses the correlation between social and dietary changes over the course of human evolution and the adaptation of the human microbiota to those changes. In addition, it discusses the main dietary strategies for modulating the microbiota and the difficulties of putting them properly into practice.
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26
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Afouda P, Dubourg G, Raoult D. Archeomicrobiology applied to environmental samples. Microb Pathog 2020; 143:104140. [DOI: 10.1016/j.micpath.2020.104140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 03/10/2020] [Accepted: 03/10/2020] [Indexed: 10/24/2022]
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27
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Toyne JM, Murphy MS, Klaus HD. An introduction to advances in Andean South American paleopathology. INTERNATIONAL JOURNAL OF PALEOPATHOLOGY 2020; 29:1-15. [PMID: 32334998 DOI: 10.1016/j.ijpp.2019.09.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 09/20/2019] [Accepted: 09/22/2019] [Indexed: 06/11/2023]
Abstract
In the 20 years since the publication of John Verano's foundational paper "Advances in Paleopathology of Andean South America," paleopathological and bioarchaeological investigations of human skeletal remains in the region have increased dramatically. Today, primary foci have grown to span the identification of disease, detailed reconstructions of biocultural interactions, embodied social experiences, and ancient living worlds. In this special issue, more than a dozen scholars reflect on the state of developments in the scientific analyses of ancient disease, life, and society across the region. For this introductory article, we frame the current state of Andean paleopathology by reviewing key historical contributions beginning in the last century. More recent trends since 1997 are defined via a meta-analysis of the literature. We then highlight current innovations and consider future directions of study. We then close with an overview of the papers comprising this special issue. Each article explores major theoretical, topical, and methodological advances that have transpired since 1997 and charts the course for the next two decades of work - with implications and insights that transcend the Andes and speak to key paleopathological issues around the world.
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Affiliation(s)
- J Marla Toyne
- Department of Anthropology, University of Central Florida, 4000 Central Florida Blvd, Orlando, FL, 32803-1631, United States.
| | - Melissa S Murphy
- Anthropology Department, 12th and Lewis Streets, Laramie, WY, 82071, United States.
| | - Haagen D Klaus
- Dept. of Sociology and Anthropology, Robinson Hall B Room 305, 4400 University Dr., Mailcode 3G5, George Mason University, Fairfax, VA, 22030, United States.
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28
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Rifkin RF, Vikram S, Ramond JB, Rey-Iglesia A, Brand TB, Porraz G, Val A, Hall G, Woodborne S, Le Bailly M, Potgieter M, Underdown SJ, Koopman JE, Cowan DA, Van de Peer Y, Willerslev E, Hansen AJ. Multi-proxy analyses of a mid-15th century Middle Iron Age Bantu-speaker palaeo-faecal specimen elucidates the configuration of the 'ancestral' sub-Saharan African intestinal microbiome. MICROBIOME 2020; 8:62. [PMID: 32375874 PMCID: PMC7204047 DOI: 10.1186/s40168-020-00832-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/18/2020] [Indexed: 05/03/2023]
Abstract
BACKGROUND The archaeological incidence of ancient human faecal material provides a rare opportunity to explore the taxonomic composition and metabolic capacity of the ancestral human intestinal microbiome (IM). Here, we report the results of the shotgun metagenomic analyses of an ancient South African palaeo-faecal specimen. METHODS Following the recovery of a single desiccated palaeo-faecal specimen from Bushman Rock Shelter in Limpopo Province, South Africa, we applied a multi-proxy analytical protocol to the sample. The extraction of ancient DNA from the specimen and its subsequent shotgun metagenomic sequencing facilitated the taxonomic and metabolic characterisation of this ancient human IM. RESULTS Our results indicate that the distal IM of the Neolithic 'Middle Iron Age' (c. AD 1460) Bantu-speaking individual exhibits features indicative of a largely mixed forager-agro-pastoralist diet. Subsequent comparison with the IMs of the Tyrolean Iceman (Ötzi) and contemporary Hadza hunter-gatherers, Malawian agro-pastoralists and Italians reveals that this IM precedes recent adaptation to 'Western' diets, including the consumption of coffee, tea, chocolate, citrus and soy, and the use of antibiotics, analgesics and also exposure to various toxic environmental pollutants. CONCLUSIONS Our analyses reveal some of the causes and means by which current human IMs are likely to have responded to recent dietary changes, prescription medications and environmental pollutants, providing rare insight into human IM evolution following the advent of the Neolithic c. 12,000 years ago. Video Abtract.
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Affiliation(s)
- Riaan F Rifkin
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa.
- Department of Anthropology and Geography, Human Origins and Palaeoenvironmental Research Group, Oxford Brookes University, Oxford, UK.
| | - Surendra Vikram
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
| | - Jean-Baptiste Ramond
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
- Department of Anthropology and Geography, Human Origins and Palaeoenvironmental Research Group, Oxford Brookes University, Oxford, UK
- Department of Molecular Genetics and Microbiology, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alba Rey-Iglesia
- Centre for GeoGenetics, GLOBE Institute, University of Copenhagen, Hatfield, Denmark
| | - Tina B Brand
- Centre for GeoGenetics, GLOBE Institute, University of Copenhagen, Hatfield, Denmark
| | - Guillaume Porraz
- CNRS, UMR 7041 ArScAn-AnTET, Université Paris-Nanterre, Paris, France
- Evolutionary Studies Institute, University of the Witwatersrand, Braamfontein Johannesburg, South Africa
| | - Aurore Val
- Evolutionary Studies Institute, University of the Witwatersrand, Braamfontein Johannesburg, South Africa
- Department of Early Prehistory and Quaternary Ecology, University of Tübingen, Tübingen, Germany
| | - Grant Hall
- Mammal Research Institute, University of Pretoria, Hatfield, South Africa
| | - Stephan Woodborne
- Mammal Research Institute, University of Pretoria, Hatfield, South Africa
- iThemba LABS, Braamfontein Johannesburg, South Africa
| | - Matthieu Le Bailly
- University of Bourgogne France-Comte, CNRS UMR 6249 Chrono-environment, Besancon, France
| | - Marnie Potgieter
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
| | - Simon J Underdown
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
- Department of Anthropology and Geography, Human Origins and Palaeoenvironmental Research Group, Oxford Brookes University, Oxford, UK
| | - Jessica E Koopman
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
| | - Don A Cowan
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
| | - Yves Van de Peer
- Center for Microbial Ecology and Genomics, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Hatfield, South Africa
- VIB Centre for Plant Systems Biology, Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
| | - Eske Willerslev
- Centre for GeoGenetics, GLOBE Institute, University of Copenhagen, Hatfield, Denmark
- GeoGenetics Group, Department of Zoology, University of Cambridge, Cambridge, UK
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | - Anders J Hansen
- Centre for GeoGenetics, GLOBE Institute, University of Copenhagen, Hatfield, Denmark.
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29
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Borry M, Cordova B, Perri A, Wibowo M, Prasad Honap T, Ko J, Yu J, Britton K, Girdland-Flink L, Power RC, Stuijts I, Salazar-García DC, Hofman C, Hagan R, Samdapawindé Kagoné T, Meda N, Carabin H, Jacobson D, Reinhard K, Lewis C, Kostic A, Jeong C, Herbig A, Hübner A, Warinner C. CoproID predicts the source of coprolites and paleofeces using microbiome composition and host DNA content. PeerJ 2020; 8:e9001. [PMID: 32337106 PMCID: PMC7169968 DOI: 10.7717/peerj.9001] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 03/26/2020] [Indexed: 12/11/2022] Open
Abstract
Shotgun metagenomics applied to archaeological feces (paleofeces) can bring new insights into the composition and functions of human and animal gut microbiota from the past. However, paleofeces often undergo physical distortions in archaeological sediments, making their source species difficult to identify on the basis of fecal morphology or microscopic features alone. Here we present a reproducible and scalable pipeline using both host and microbial DNA to infer the host source of fecal material. We apply this pipeline to newly sequenced archaeological specimens and show that we are able to distinguish morphologically similar human and canine paleofeces, as well as non-fecal sediments, from a range of archaeological contexts.
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Affiliation(s)
- Maxime Borry
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Bryan Cordova
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Angela Perri
- Department of Archaeology, Durham University, Durham, UK
- Department of Human Evolution, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Marsha Wibowo
- Section on Pathophysiology and Molecular Pharmacology, Joslin Diabetes Center, Boston, MA, USA
- Section on Islet Cell and Regenerative Biology, Joslin Diabetes Center, Boston, MA, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, USA
| | - Tanvi Prasad Honap
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
| | - Jada Ko
- Department of Anthropology, Harvard University, Cambridge, MA, USA
| | - Jie Yu
- Department of History, Wuhan University, Wuhan, China
| | - Kate Britton
- Department of Human Evolution, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Department of Archaeology, University of Aberdeen, Aberdeen, Scotland, UK
| | - Linus Girdland-Flink
- Department of Archaeology, University of Aberdeen, Aberdeen, Scotland, UK
- School of Natural Sciences and Psychology, Liverpool John Moores University, Liverpool, UK
| | - Robert C. Power
- Department of Human Evolution, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Institut für Vor- und Frühgeschichtliche Archäologie und Provinzialrömische Archäologie, Ludwig-Maximilians-Universität München, München, Germany
| | | | - Domingo C. Salazar-García
- Grupo de Investigación en Prehistoria IT-1223-19 (UPV-EHU), IKERBASQUE-Basque Foundation for Science, Vitoria-Gasteiz, Spain
- Departament de Prehistòria, Arqueologia i Història Antiga, Universitat de València, València, Spain
| | - Courtney Hofman
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
| | - Richard Hagan
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | | | | | - Helene Carabin
- Département de pathologie et de microbiologie, Faculté de Médecine vétérinaire, Université de Montréal, Saint-Hyacinthe, QC, Canada
| | - David Jacobson
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
| | - Karl Reinhard
- School of Natural Resources, University of Nebraska, Lincoln, NE, USA
| | - Cecil Lewis
- Department of Anthropology, University of Oklahoma, Norman, OK, USA
- Laboratories of Molecular Anthropology and Microbiome Research (LMAMR), University of Oklahoma, Norman, OK, USA
| | - Aleksandar Kostic
- Section on Pathophysiology and Molecular Pharmacology, Joslin Diabetes Center, Boston, MA, USA
- Section on Islet Cell and Regenerative Biology, Joslin Diabetes Center, Boston, MA, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, USA
| | - Choongwon Jeong
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- School of Biological Sciences, Seoul National University, Seoul, South Korea
| | - Alexander Herbig
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Alexander Hübner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
| | - Christina Warinner
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- Department of Anthropology, Harvard University, Cambridge, MA, USA
- Faculty of Biological Sciences, Friedrich-Schiller Universität Jena, Jena, Germany
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30
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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: 9] [Impact Index Per Article: 1.8] [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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31
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Liu Y, Weyrich LS, Llamas B. More Arrows in the Ancient DNA Quiver: Use of Paleoepigenomes and Paleomicrobiomes to Investigate Animal Adaptation to Environment. Mol Biol Evol 2020; 37:307-319. [PMID: 31638147 DOI: 10.1093/molbev/msz231] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Whether and how epigenetic mechanisms and the microbiome play a role in mammalian adaptation raised considerable attention and controversy, mainly because they have the potential to add new insights into the Modern Synthesis. Recent attempts to reconcile neo-Darwinism and neo-Lamarckism in a unified theory of molecular evolution give epigenetic mechanisms and microbiome a prominent role. However, supporting empirical data are still largely missing. Because experimental studies using extant animals can hardly be done over evolutionary timescales, we propose that advances in ancient DNA techniques provide a valid alternative. In this piece, we evaluate 1) the possible roles of epigenomes and microbiomes in animal adaptation, 2) advances in the retrieval of paleoepigenome and paleomicrobiome data using ancient DNA techniques, and 3) the plasticity of either and interactions between the epigenome and the microbiome, while emphasizing that it is essential to take both into account, as well as the underlying genetic factors that may confound the findings. We propose that advanced ancient DNA techniques should be applied to a wide range of past animals, so novel dynamics in animal evolution and adaption can be revealed.
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Affiliation(s)
- Yichen Liu
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Laura S Weyrich
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
| | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences, Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
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32
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Hübler R, Key FM, Warinner C, Bos KI, Krause J, Herbig A. HOPS: automated detection and authentication of pathogen DNA in archaeological remains. Genome Biol 2019; 20:280. [PMID: 31842945 PMCID: PMC6913047 DOI: 10.1186/s13059-019-1903-0] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 11/27/2019] [Indexed: 01/28/2023] Open
Abstract
High-throughput DNA sequencing enables large-scale metagenomic analyses of complex biological systems. Such analyses are not restricted to present-day samples and can also be applied to molecular data from archaeological remains. Investigations of ancient microbes can provide valuable information on past bacterial commensals and pathogens, but their molecular detection remains a challenge. Here, we present HOPS (Heuristic Operations for Pathogen Screening), an automated bacterial screening pipeline for ancient DNA sequences that provides detailed information on species identification and authenticity. HOPS is a versatile tool for high-throughput screening of DNA from archaeological material to identify candidates for genome-level analyses.
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Affiliation(s)
- Ron Hübler
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Felix M Key
- Max Planck Institute for the Science of Human History, Jena, Germany. .,Institute for Medical Engineering and Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA. .,Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | | | - Kirsten I Bos
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Johannes Krause
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Alexander Herbig
- Max Planck Institute for the Science of Human History, Jena, Germany.
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Hagan RW, Hofman CA, Hübner A, Reinhard K, Schnorr S, Lewis CM, Sankaranarayanan K, Warinner CG. Comparison of extraction methods for recovering ancient microbial DNA from paleofeces. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2019; 171:275-284. [PMID: 31785113 DOI: 10.1002/ajpa.23978] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 10/31/2019] [Accepted: 11/09/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Paleofeces are valuable to archeologists and evolutionary biologists for their potential to yield health, dietary, and host information. As a rich source of preserved biomolecules from host-associated microorganisms, they can also provide insights into the recent evolution and changing ecology of the gut microbiome. However, there is currently no standard method for DNA extraction from paleofeces, which combine the dual challenges of complex biological composition and degraded DNA. Due to the scarcity and relatively poor preservation of paleofeces when compared with other archeological remains, it is important to use efficient methods that maximize ancient DNA (aDNA) recovery while also minimizing downstream taxonomic biases. METHODS In this study, we use shotgun metagenomics to systematically compare the performance of five DNA extraction methods on a set of well-preserved human and dog paleofeces from Mexico (~1,300 BP). RESULTS Our results show that all tested DNA extraction methods yield a consistent microbial taxonomic profile, but that methods optimized for ancient samples recover significantly more DNA. CONCLUSIONS These results show promise for future studies that seek to explore the evolution of the human gut microbiome by comparing aDNA data with those generated in modern studies.
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Affiliation(s)
- Richard W Hagan
- Max Planck Institute for the Science of Human History, Jena, Germany.,Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Courtney A Hofman
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Alexander Hübner
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Karl Reinhard
- School of Natural Resources, University of Nebraska-Lincoln, Lincoln, Nebraska
| | - Stephanie Schnorr
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Nevada, Las Vegas, Nevada.,Konrad Lorenz Institute for Evolutionary and Cognition Research, Klosterneuburg, Austria
| | - Cecil M Lewis
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Oklahoma, Norman, Oklahoma
| | - Krithivasan Sankaranarayanan
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Molecular Biology and Plant Biology, University of Oklahoma, Norman, Oklahoma
| | - Christina G Warinner
- Max Planck Institute for the Science of Human History, Jena, Germany.,Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma.,Department of Anthropology, University of Oklahoma, Norman, Oklahoma.,Faculty of Biological Sciences, Friedrich-Schiller University, Jena, Germany.,Department of Anthropology, Harvard University, Cambridge, Massachusetts
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Gangadoo S, Bauer BW, Bajagai YS, Van TTH, Moore RJ, Stanley D. In vitro growth of gut microbiota with selenium nanoparticles. ACTA ACUST UNITED AC 2019; 5:424-431. [PMID: 31890921 PMCID: PMC6920403 DOI: 10.1016/j.aninu.2019.06.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 05/20/2019] [Accepted: 06/04/2019] [Indexed: 12/26/2022]
Abstract
The application of nanoparticles rose steeply in the last decade, where they have become a common ingredient used in processed human food, improving food properties such as shelf life and appearance. Nanoparticles have also attracted considerable interest to the livestock industry, due to their efficacy in intestinal pathogen control, with the regulatory and consumer driven push for the removal of antibiotic growth promoters. The influence of selenium (Se) nanoparticles was investigated on a diverse and mature broiler caecal microbiota using in vitro culturing and 16S rRNA gene sequencing methods for microbiota characterisation. Caecal microbiota was collected from 4 traditionally grown heritage roosters and grown for 48 h, in the presence and absence of Se nanoparticles, with 2 technical replicates each. The effect of rooster as a biological variable strongly overpowered the effects of nano-Se in the media, resulting in moderate effects on the structure and diversity of the caecal microbial community. However the nanoparticles showed a significant reduction (P < 0.05) in the abundance of an emerging poultry pathogen, Enterococcus cecorum identical operational taxonomic units (OTU), which could be of notable interest in poultry production for targeted E. cecorum control without significant disturbance to the total microbial community.
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Affiliation(s)
- Sheeana Gangadoo
- Institute for Future Farming Systems, Central Queensland University, Rockhampton, Queensland, 4702, Australia
- Poultry Cooperative Research Centre, University of New England Armidale, New South Wales, 2315, Australia
- School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, Queensland, 4702, Australia
- Corresponding author.
| | - Benjamin W. Bauer
- Institute for Future Farming Systems, Central Queensland University, Rockhampton, Queensland, 4702, Australia
- Poultry Cooperative Research Centre, University of New England Armidale, New South Wales, 2315, Australia
- School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, Queensland, 4702, Australia
| | - Yadav S. Bajagai
- Institute for Future Farming Systems, Central Queensland University, Rockhampton, Queensland, 4702, Australia
| | - Thi Thu Hao Van
- RMIT University, School of Science, Bundoora, Victoria, 3083, Australia
| | - Robert J. Moore
- Poultry Cooperative Research Centre, University of New England Armidale, New South Wales, 2315, Australia
- RMIT University, School of Science, Bundoora, Victoria, 3083, Australia
| | - Dragana Stanley
- Institute for Future Farming Systems, Central Queensland University, Rockhampton, Queensland, 4702, Australia
- Poultry Cooperative Research Centre, University of New England Armidale, New South Wales, 2315, Australia
- School of Health, Medical and Applied Sciences, Central Queensland University, Rockhampton, Queensland, 4702, Australia
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35
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The Promise of Paleogenomics Beyond Our Own Species. Trends Genet 2019; 35:319-329. [PMID: 30954285 DOI: 10.1016/j.tig.2019.02.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 02/18/2019] [Accepted: 02/25/2019] [Indexed: 02/06/2023]
Abstract
Paleogenomics, also known as genome-wide ancient DNA analysis, is transforming our understanding of the human past, but has been much less intensively used to understand the history of other species. However, paleogenomic studies of non-human animals and plants have the potential to address an equally rich range of evolutionary, paleoecological, paleoenvironmental, and archaeological research questions. Three recent case studies of cave bears, horses, and maize provide examples of the ways that paleogenomics can be used to examine potential causes of extinctions and dynamic processes of domestication. Much more research in these areas is needed, and we conclude by highlighting key future directions.
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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 2019; 168:496-509. [PMID: 30586168 PMCID: PMC6519167 DOI: 10.1002/ajpa.23763] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [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 AnthropologyUniversity of OklahomaNormanOklahoma
| | - Bernd W. Brandt
- Department of Preventive DentistryAcademic Centre for Dentistry Amsterdam, University of Amsterdam and VU University AmsterdamAmsterdamThe Netherlands
| | - Krithivasan Sankaranarayanan
- Laboratories of Molecular Anthropology and Microbiome Research and Department of AnthropologyUniversity of OklahomaNormanOklahoma
- Department of Microbiology and Plant BiologyUniversity of OklahomaNormanOklahoma
| | - Andrew T. Ozga
- School of Human Evolution and Social ChangeArizona State UniversityTempeArizona
- Institute for Human OriginsArizona State UniversityTempeArizona
- Center for Evolution and MedicineArizona State UniversityTempeArizona
| | - Menno Hoogland
- Faculty of ArchaeologyLeiden UniversityLeidenThe Netherlands
| | - Courtney A. Hofman
- Laboratories of Molecular Anthropology and Microbiome Research and Department of AnthropologyUniversity of OklahomaNormanOklahoma
| | - Domingo C. Salazar‐García
- Department of ArchaeogeneticsMax Planck Institute for the Science of Human HistoryJenaGermany
- Grupo de Investigación en Prehistoria IT‐622‐13 (UPV‐EHU)/IKERBASQUE‐Basque Foundation for ScienceVitoriaSpain
| | | | - George R. Milner
- Department of AnthropologyPennsylvania State UniversityUniversity ParkPennsylvania
| | - Anne C. Stone
- School of Human Evolution and Social ChangeArizona State UniversityTempeArizona
- Institute for Human OriginsArizona State UniversityTempeArizona
- Center for Evolution and MedicineArizona State UniversityTempeArizona
| | - Mark Aldenderfer
- Department of Anthropology and Heritage StudiesUniversity of CaliforniaMercedCalifornia
| | - Cecil M. Lewis
- Laboratories of Molecular Anthropology and Microbiome Research and Department of AnthropologyUniversity of OklahomaNormanOklahoma
| | | | - Christina Warinner
- Laboratories of Molecular Anthropology and Microbiome Research and Department of AnthropologyUniversity of OklahomaNormanOklahoma
- Department of ArchaeogeneticsMax Planck Institute for the Science of Human HistoryJenaGermany
| | - Hannes Schroeder
- Faculty of ArchaeologyLeiden UniversityLeidenThe Netherlands
- Natural History Museum of DenmarkUniversity of CopenhagenCopenhagenDenmark
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37
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Moossavi S, Bishehsari F. Microbes: possible link between modern lifestyle transition and the rise of metabolic syndrome. Obes Rev 2019; 20:407-419. [PMID: 30548384 DOI: 10.1111/obr.12784] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 09/10/2018] [Accepted: 09/11/2018] [Indexed: 12/13/2022]
Abstract
The rapid decrease in infectious diseases globally has coincided with an increase in the prevalence of obesity and other components of metabolic syndrome. Insulin resistance is a common feature of metabolic syndrome and can be influenced by genetic and non-genetic/environmental factors. The emergence of metabolic syndrome epidemics over only a few decades suggests a more prominent role of the latter. Changes in our environment and lifestyle have indeed paralleled the rise in metabolic syndrome. Gastrointestinal tract microbiota, the composition of which plays a significant role in host physiology, including metabolism and energy homeostasis, are distinctly different within the context of metabolic syndrome. Among humans, recent lifestyle-related changes could be linked to changes in diversity and composition of 'ancient' microbiota. Given the co-adaptation and co-evolution of microbiota with the immune system over a long period of time, it is plausible that such lifestyle-related microbiota changes could trigger aberrant immune responses, thereby predisposing an individual to a variety of diseases. Here, we review current evidence supporting a role for gut microbiota in the ongoing rise of metabolic syndrome. We conclude that population-level shifts in microbiota can play a mediatory role between lifestyle factors and pathogenesis of insulin resistance and metabolic syndrome.
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Affiliation(s)
- S Moossavi
- Digestive Oncology Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran.,Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - F Bishehsari
- Department of Internal Medicine, Division of Gastroenterology, Rush University Medical Center, Chicago, IL, USA
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38
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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: 68] [Impact Index Per Article: 9.7] [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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39
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Willmann C, Mata X, Hanghoej K, Tonasso L, Tisseyre L, Jeziorski C, Cabot E, Chevet P, Crubézy E, Orlando L, Esclassan R, Thèves C. Oral health status in historic population: Macroscopic and metagenomic evidence. PLoS One 2018; 13:e0196482. [PMID: 29768437 PMCID: PMC5955521 DOI: 10.1371/journal.pone.0196482] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 04/13/2018] [Indexed: 12/11/2022] Open
Abstract
Recent developments in High-Throughput DNA sequencing (HTS) technologies and ancient DNA (aDNA) research have opened access to the characterization of the microbial communities within past populations. Most studies have, however, relied on the analysis of dental calculus as one particular material type particularly prone to the molecular preservation of ancient microbial biofilms and potential of entire teeth for microbial characterization, both of healthy communities and pathogens in ancient individuals, remains overlooked. In this study, we used shotgun sequencing to characterize the bacterial composition from historical subjects showing macroscopic evidence of oral pathologies. We first carried out a macroscopic analysis aimed at identifying carious or periodontal diseases in subjects belonging to a French rural population of the 18th century AD. We next examined radiographically six subjects showing specific, characteristic dental pathologies and applied HTS shotgun sequencing to characterize the microbial communities present in and on the dental material. The presence of Streptococcus mutans and also Rothia dentocariosa, Actinomyces viscosus, Porphyromonas gingivalis, Tannerella forsythia, Pseudoramibacter alactolyticus, Olsenella uli and Parvimonas micra was confirmed through the presence of typical signatures of post-mortem DNA damage at an average depth-of-coverage ranging from 0.5 to 7X, with a minimum of 35% (from 35 to 93%) of the positions in the genome covered at least once. Each sampled tooth showed a specific bacterial signature associated with carious or periodontal pathologies. This work demonstrates that from a healthy independent tooth, without visible macroscopic pathology, we can identify a signature of specific pathogens and deduce the oral health status of an individual.
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Affiliation(s)
- Claire Willmann
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
- Service d’odontologie de l’Hôtel-Dieu, Toulouse, France
| | - Xavier Mata
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
| | - Kristian Hanghoej
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
- Centre for GeoGenetics, Natural History Museum of Denmark, Copenhagen, Denmark
| | - Laure Tonasso
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
| | - Lenka Tisseyre
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
| | | | - Elodie Cabot
- Institut National de Recherches Archéologiques Préventives, INRAP Grand Ouest, Cesson-Sévigné, France
- Anthropologie Bio-Culturelle, Droit, Ethique et Santé, Faculté de Médecine Site Nord (UMR 7268), Marseille, France
| | - Pierre Chevet
- Institut National de Recherches Archéologiques Préventives, INRAP Grand Ouest, Cesson-Sévigné, France
| | - Eric Crubézy
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
| | - Ludovic Orlando
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
- Centre for GeoGenetics, Natural History Museum of Denmark, Copenhagen, Denmark
| | - Rémi Esclassan
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
- Service d’odontologie de l’Hôtel-Dieu, Toulouse, France
| | - Catherine Thèves
- Laboratoire d’Anthropologie Moléculaire et d’Imagerie de Synthèse UMR 5288, Université de Toulouse, CNRS, Université Paul Sabatier, Toulouse, France
- * E-mail:
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40
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Mak SST, Gopalakrishnan S, Carøe C, Geng C, Liu S, Sinding MHS, Kuderna LFK, Zhang W, Fu S, Vieira FG, Germonpré M, Bocherens H, Fedorov S, Petersen B, Sicheritz-Pontén T, Marques-Bonet T, Zhang G, Jiang H, Gilbert MTP. Comparative performance of the BGISEQ-500 vs Illumina HiSeq2500 sequencing platforms for palaeogenomic sequencing. Gigascience 2018; 6:1-13. [PMID: 28854615 PMCID: PMC5570000 DOI: 10.1093/gigascience/gix049] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Accepted: 06/20/2017] [Indexed: 12/30/2022] Open
Abstract
Ancient DNA research has been revolutionized following development of next-generation sequencing platforms. Although a number of such platforms have been applied to ancient DNA samples, the Illumina series are the dominant choice today, mainly because of high production capacities and short read production. Recently a potentially attractive alternative platform for palaeogenomic data generation has been developed, the BGISEQ-500, whose sequence output are comparable with the Illumina series. In this study, we modified the standard BGISEQ-500 library preparation specifically for use on degraded DNA, then directly compared the sequencing performance and data quality of the BGISEQ-500 to the Illumina HiSeq2500 platform on DNA extracted from 8 historic and ancient dog and wolf samples. The data generated were largely comparable between sequencing platforms, with no statistically significant difference observed for parameters including level (P = 0.371) and average sequence length (P = 0718) of endogenous nuclear DNA, sequence GC content (P = 0.311), double-stranded DNA damage rate (v. 0.309), and sequence clonality (P = 0.093). Small significant differences were found in single-strand DNA damage rate (δS; slightly lower for the BGISEQ-500, P = 0.011) and the background rate of difference from the reference genome (θ; slightly higher for BGISEQ-500, P = 0.012). This may result from the differences in amplification cycles used to polymerase chain reaction–amplify the libraries. A significant difference was also observed in the mitochondrial DNA percentages recovered (P = 0.018), although we believe this is likely a stochastic effect relating to the extremely low levels of mitochondria that were sequenced from 3 of the samples with overall very low levels of endogenous DNA. Although we acknowledge that our analyses were limited to animal material, our observations suggest that the BGISEQ-500 holds the potential to represent a valid and potentially valuable alternative platform for palaeogenomic data generation that is worthy of future exploration by those interested in the sequencing and analysis of degraded DNA.
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Affiliation(s)
- Sarah Siu Tze Mak
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Shyam Gopalakrishnan
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Christian Carøe
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark.,DTU Bioinformatics, Department of Bio and Health Informatics, Technical University of Denmark, Building 208, DK-2800 Lyngby, Denmark
| | | | - Shanlin Liu
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark.,China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Mikkel-Holger S Sinding
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark.,Natural History Museum, University of Oslo, PO Box 1172 Blindern, N-0318 Oslo, Norway.,The Qimmeq Project, University of Greenland, Manutooq 1, PO Box 1061, 3905 Nuussuaq, Greenland
| | - Lukas F K Kuderna
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.,CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain
| | | | - Shujin Fu
- BGI-Shenzhen, Shenzhen 518083, China
| | - Filipe G Vieira
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Mietje Germonpré
- OD Earth and History of Life, Royal Belgian Institute of Natural Sciences, Vautierstraat 29, 1000 Brussels, Belgium
| | - Hervé Bocherens
- Department of Geosciences, Palaeobiology, University of Tübingen, Tübingen, Germany.,Senckenberg Centre for Human Evolution and Palaeoenvironment, University of Tübingen, Tübingen, Germany
| | - Sergey Fedorov
- Mammoth Museum, Institute of Applied Ecology of the North of the North-Eastern Federal University, ul. Kulakovskogo 48, 677980 Yakutsk, Russia
| | - Bent Petersen
- DTU Bioinformatics, Department of Bio and Health Informatics, Technical University of Denmark, Building 208, DK-2800 Lyngby, Denmark
| | - Thomas Sicheritz-Pontén
- DTU Bioinformatics, Department of Bio and Health Informatics, Technical University of Denmark, Building 208, DK-2800 Lyngby, Denmark
| | - Tomas Marques-Bonet
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.,CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.,Catalan Institution of Research and Advanced Studies (ICREA), Passeig de Lluís Companys, 23, 08010, Barcelona, Spain
| | - Guojie Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China.,Centre for Social Evolution, Department of Biology, Universitetsparken 15, University of Copenhagen, Copenhagen DK-2100, Denmark
| | - Hui Jiang
- BGI-Shenzhen, Shenzhen 518083, China
| | - M Thomas P Gilbert
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark.,Trace and Environmental DNA Laboratory, Department of Environment and Agriculture, Curtin University, 6102 Perth, Australia.,Norwegian University of Science and Technology, University Museum, 7491 Trondheim, Norway
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41
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Dufour DL, Piperata BA. Reflections on nutrition in biological anthropology. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2018; 165:855-864. [DOI: 10.1002/ajpa.23370] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 11/17/2017] [Accepted: 11/20/2017] [Indexed: 12/11/2022]
Affiliation(s)
- Darna L. Dufour
- Department of Anthropology, University of Colorado Boulder; Boulder Colorado 80309
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42
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Hamilton-Brehm SD, Hristova LT, Edwards SR, Wedding JR, Snow M, Kruger BR, Moser DP. Ancient human mitochondrial DNA and radiocarbon analysis of archived quids from the Mule Spring Rockshelter, Nevada, USA. PLoS One 2018; 13:e0194223. [PMID: 29522562 PMCID: PMC5844571 DOI: 10.1371/journal.pone.0194223] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 02/27/2018] [Indexed: 12/27/2022] Open
Abstract
Chewed and expectorated quids, indigestible stringy fibers from the roasted inner pulp of agave or yucca root, have proven resilient over long periods of time in dry cave environments and correspondingly, although little studied, are common in archaeological archives. In the late 1960s, thousands of quids were recovered from Mule Spring Rockshelter (Nevada, USA) deposits and stored without consideration to DNA preservation in a museum collection, remaining unstudied for over fifty years. To assess the utility of these materials as repositories for genetic information about past inhabitants of the region and their movements, twenty-one quids were selected from arbitrary excavation depths for detailed analysis. Human mitochondrial DNA sequences from the quids were amplified by PCR and screened for diagnostic single nucleotide polymorphisms. Most detected single nucleotide polymorphisms were consistent with recognized Native American haplogroup subclades B2a5, B2i1, C1, C1c, C1c2, and D1; with the majority of the sample set consistent with subclades C1, C1c, and C1c2. In parallel with the DNA analysis, each quid was radiocarbon dated, revealing a time-resolved pattern of occupancy from 347 to 977 calibrated years before present. In particular, this dataset reveals strong evidence for the presence of haplogroup C1/C1c at the Southwestern edge of the US Great Basin from ~670 to 980 cal YBP, which may temporally correspond with the beginnings of the so-called Numic Spread into the region. The research described here demonstrates an approach which combines targeted DNA analysis with radiocarbon age dating; thus enabling the genetic analysis of archaeological materials of uncertain stratigraphic context. Here we present a survey of the maternal genetic profiles from people who used the Mule Spring Rockshelter and the historic timing of their utilization of a key natural resource.
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Affiliation(s)
- Scott D. Hamilton-Brehm
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
- Department of Microbiology, Southern Illinois University Carbondale, Carbondale, IL, United States of America
| | - Lidia T. Hristova
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
- Department of Anthropology, University of Nevada, Las Vegas, NV, United States of America
| | - Susan R. Edwards
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
| | - Jeffrey R. Wedding
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
| | - Meradeth Snow
- Department of Anthropology, University of Montana, Missoula, MT, United States of America
| | - Brittany R. Kruger
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
- Division of Hydrologic Sciences, Desert Research Institute, Las Vegas, NV, United States of America
| | - Duane P. Moser
- Division of Earth and Ecosystem Sciences, Desert Research Institute, Las Vegas, NV, United States of America
- Division of Hydrologic Sciences, Desert Research Institute, Las Vegas, NV, United States of America
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Abstract
The trillions of microbes living in the gut-the gut microbiota-play an important role in human biology and disease. While much has been done to explore its diversity, a full understanding of our microbiomes demands an evolutionary perspective. In this review, we compare microbiomes from human populations, placing them in the context of microbes from humanity's near and distant animal relatives. We discuss potential mechanisms to generate host-specific microbiome configurations and the consequences of disrupting those configurations. Finally, we propose that this broader phylogenetic perspective is useful for understanding the mechanisms underlying human-microbiome interactions.
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Affiliation(s)
- Emily R Davenport
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Jon G Sanders
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Se Jin Song
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, USA
| | - Andrew G Clark
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Department of Computer Science & Engineering, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
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44
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Charlier P, Augias A, Sansonetti P, Bon C, Kennedy S, Segurel L. [Importance of intestinal paleomicrobiome study for contemporaneous medical problematics]. Med Sci (Paris) 2017; 33:984-990. [PMID: 29200397 DOI: 10.1051/medsci/20173311016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Human gut microbiome composition and diversity increasingly appear as a reliable marker of human evolution within his environment, and of health and its alteration (concept of dysbiosis); as a matter of fact, it can be considered as a strong marker of the disease status of individuals. Thus, in retrospect, the capacity to profile the gut microbiome would offer a great opportunity to identify individual and societal changes to which ancient populations were exposed. A global and diachronic view of the gut microbiome evolution is necessary in order to highlight the potential role of environmental factors or human habits in this process. However, to make the most of its contribution, archaeo-microbiology should aim at being as exhaustive as possible, encompassing parasites which have likely played a major role in the development of the mammalian immune system, and viruses.
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Affiliation(s)
- Philippe Charlier
- Équipe d'anthropologie médicale et de médecine légale (Université de Versailles-Saint-Quentin-en-Yvelines [UVSQ]), 2, avenue de la Source-de-la-Bièvre, 78180 Montigny-Le-Bretonneux, France - Hôpital Max Fourestier et Institut de la Précarité et de l'Exclusion Sociale, 403, avenue de la République, 92000 Nanterre, France
| | - Anaïs Augias
- Équipe d'anthropologie médicale et de médecine légale (Université de Versailles-Saint-Quentin-en-Yvelines [UVSQ]), 2, avenue de la Source-de-la-Bièvre, 78180 Montigny-Le-Bretonneux, France
| | - Philippe Sansonetti
- Collège de France, 11, place Marcelin Berthelot, 75005 Paris, France - Unité Inserm 786, Institut Pasteur, 25-28, rue du Docteur Roux, 75015 Paris, France
| | - Céline Bon
- UMR 7206 Éco-anthropologie et éthnobiologie. CNRS - Muséum National d'Histoire Naturelle - Univ Paris Diderot - Sorbonne Paris Cité, Paris, France
| | - Sean Kennedy
- Département de génomes et génétique, Centre d'innovation et recherche technologique, Institut Pasteur, 25-28, rue du Docteur Roux, 75015 Paris, France
| | - Laure Segurel
- UMR 7206 Éco-anthropologie et éthnobiologie. CNRS - Muséum National d'Histoire Naturelle - Univ Paris Diderot - Sorbonne Paris Cité, Paris, France
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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: 3.8] [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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46
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Sources of Materials for Paleomicrobiology. Microbiol Spectr 2017; 4. [PMID: 27726809 DOI: 10.1128/microbiolspec.poh-0016-2015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The Paleomicrobiology establishes the diagnosis of ancient infectious diseases by studying ancient pathogens. This recent science also analyzes the evolution of these pathogens, virulence, and their adaptation to their habitat and their vectors. The DNA persists a long time after the death of an organism despite the chemical and enzymatic degradation. The possibility of sequencing bacterial, viral, parasitic and archaeal DNA molecules persists over time.Various sources are used for these studies: frozen tissue and particularly human tissue are a exceptional source for the analysis because at very low temperatures, all biological activity is suspended. The coprolites are a source of choice for studying the human microbiome. Other sources, the ancient bones are the most abundant, however, they may contain only small amounts of DNA due to natural leaching. When the use of the tooth is possible, is a particularly interesting source because of its highly mineralized structure, which gives greater persistence than bone. The calcified tartar deposited on teeth is a source of interest for the study of oral microbiome.All these sources are subject to precautions (gloves and masks hat) at the time of sampling to avoid cross contamination and also be listed in the most precise way because they are precious and rare.
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Philips A, Stolarek I, Kuczkowska B, Juras A, Handschuh L, Piontek J, Kozlowski P, Figlerowicz M. Comprehensive analysis of microorganisms accompanying human archaeological remains. Gigascience 2017; 6:1-13. [PMID: 28609785 PMCID: PMC5965364 DOI: 10.1093/gigascience/gix044] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 05/09/2017] [Accepted: 06/11/2017] [Indexed: 02/01/2023] Open
Abstract
Metagenome analysis has become a common source of information about microbial communities that occupy a wide range of niches, including archaeological specimens. It has been shown that the vast majority of DNA extracted from ancient samples come from bacteria (presumably modern contaminants). However, characterization of microbial DNA accompanying human remains has never been done systematically for a wide range of different samples. We used metagenomic approaches to perform comparative analyses of microorganism communities present in 161 archaeological human remains. DNA samples were isolated from the teeth of human skeletons dated from 100 AD to 1200 AD. The skeletons were collected from 7 archaeological sites in Central Europe and stored under different conditions. The majority of identified microbes were ubiquitous environmental bacteria that most likely contaminated the host remains not long ago. We observed that the composition of microbial communities was sample-specific and not correlated with its temporal or geographical origin. Additionally, traces of bacteria and archaea typical for human oral/gut flora, as well as potential pathogens, were identified in two-thirds of the samples. The genetic material of human-related species, in contrast to the environmental species that accounted for the majority of identified bacteria, displayed DNA damage patterns comparable with endogenous human ancient DNA, which suggested that these microbes might have accompanied the individual before death. Our study showed that the microbiome observed in an individual sample is not reliant on the method or duration of sample storage. Moreover, shallow sequencing of DNA extracted from ancient specimens and subsequent bioinformatics analysis allowed both the identification of ancient microbial species, including potential pathogens, and their differentiation from contemporary species that colonized human remains more recently.
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Affiliation(s)
- Anna Philips
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
| | - Ireneusz Stolarek
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
| | - Bogna Kuczkowska
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
| | - Anna Juras
- Department of Human Evolutionary Biology, Institute of Anthropology, Faculty
of Biology, Adam Mickiewicz University in Poznan, Poznan, 61-614, Poland
| | - Luiza Handschuh
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
- Department of Hematology and Bone Marrow Transplantation, University of
Medical Sciences, Poznan, 60-569, Poland
- Institute of Technology and Chemical Engineering, Poznan University of
Technology, Poznan, 60-965, Poland
| | - Janusz Piontek
- Department of Human Evolutionary Biology, Institute of Anthropology, Faculty
of Biology, Adam Mickiewicz University in Poznan, Poznan, 61-614, Poland
| | - Piotr Kozlowski
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
- Institute of Technology and Chemical Engineering, Poznan University of
Technology, Poznan, 60-965, Poland
| | - Marek Figlerowicz
- European Center for Bioinformatics and Genomics, Institute of Bioorganic
Chemistry, Polish Academy of Sciences, Poznan, 61-704, Poland
- Institute of Computing Science, Poznan University of Technology, Poznan,
60-965, Poland
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48
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Kistler L, Ware R, Smith O, Collins M, Allaby RG. A new model for ancient DNA decay based on paleogenomic meta-analysis. Nucleic Acids Res 2017; 45:6310-6320. [PMID: 28486705 PMCID: PMC5499742 DOI: 10.1093/nar/gkx361] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 04/15/2017] [Accepted: 04/20/2017] [Indexed: 01/04/2023] Open
Abstract
The persistence of DNA over archaeological and paleontological timescales in diverse environments has led to a revolutionary body of paleogenomic research, yet the dynamics of DNA degradation are still poorly understood. We analyzed 185 paleogenomic datasets and compared DNA survival with environmental variables and sample ages. We find cytosine deamination follows a conventional thermal age model, but we find no correlation between DNA fragmentation and sample age over the timespans analyzed, even when controlling for environmental variables. We propose a model for ancient DNA decay wherein fragmentation rapidly reaches a threshold, then subsequently slows. The observed loss of DNA over time may be due to a bulk diffusion process in many cases, highlighting the importance of tissues and environments creating effectively closed systems for DNA preservation. This model of DNA degradation is largely based on mammal bone samples due to published genomic dataset availability. Continued refinement to the model to reflect diverse biological systems and tissue types will further improve our understanding of ancient DNA breakdown dynamics.
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MESH Headings
- Base Composition
- Base Sequence
- DNA Fragmentation
- DNA, Ancient/analysis
- DNA, Ancient/chemistry
- DNA, Mitochondrial/analysis
- DNA, Mitochondrial/chemistry
- DNA, Mitochondrial/genetics
- DNA, Plant/genetics
- Deamination
- Genome, Human
- Genome, Mitochondrial
- Humans
- Meta-Analysis as Topic
- Models, Chemical
- Paleontology/methods
- Sequence Analysis, DNA
- Thermodynamics
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Affiliation(s)
- Logan Kistler
- School of Life Sciences, University of Warwick, Coventry CV4 7AL, UK
- Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - Roselyn Ware
- School of Life Sciences, University of Warwick, Coventry CV4 7AL, UK
| | - Oliver Smith
- School of Life Sciences, University of Warwick, Coventry CV4 7AL, UK
- Section for Evolutionary Genomics, Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1307 Copenhagen K, Denmark
| | - Matthew Collins
- Section for Evolutionary Genomics, Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1307 Copenhagen K, Denmark
- Department of Archaeology, University of York, PO Box 373, York, UK
| | - Robin G. Allaby
- School of Life Sciences, University of Warwick, Coventry CV4 7AL, UK
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49
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Radini A, Nikita E, Buckley S, Copeland L, Hardy K. Beyond food: The multiple pathways for inclusion of materials into ancient dental calculus. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2017; 162 Suppl 63:71-83. [DOI: 10.1002/ajpa.23147] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 11/15/2016] [Accepted: 11/18/2016] [Indexed: 11/05/2022]
Affiliation(s)
| | - Efthymia Nikita
- Science and Technology in Archaeology Research Centre, The Cyprus InstituteNicosia Cyprus
| | | | - Les Copeland
- School of Life and Environmental SciencesUniversity of SydneyNSW 2006 Australia
| | - Karen Hardy
- ICREA, Pg. Lluís Companys 23. 08010 Barcelona
- Departament de Prehistòria, UAB, Campus UAB. 08193 Cerdanyola del Vallès
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50
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Rampelli S, Candela M, Turroni S, Biagi E, Pflueger M, Wolters M, Ahrens W, Brigidi P. Microbiota and lifestyle interactions through the lifespan. Trends Food Sci Technol 2016. [DOI: 10.1016/j.tifs.2016.03.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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