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Lewis DA, Simpson R, Hermes A, Brown A, Llamas B. More than dirt: Sedimentary ancient DNA and Indigenous Australia. Mol Ecol Resour 2025; 25:e13835. [PMID: 37438988 DOI: 10.1111/1755-0998.13835] [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: 10/31/2022] [Revised: 04/03/2023] [Accepted: 07/04/2023] [Indexed: 07/14/2023]
Abstract
The rise of sedimentary ancient DNA (sedaDNA) studies has opened new possibilities for studying past environments. This groundbreaking area of genomics uses sediments to identify organisms, even in cases where macroscopic remains no longer exist. Managing this substrate in Indigenous Australian contexts, however, requires special considerations. Sediments and soils are often considered as waste by-products during archaeological and paleontological excavations and are not typically regulated by the same ethics guidelines utilised in mainstream 'western' research paradigms. Nevertheless, the product of sedaDNA work-genetic information from past fauna, flora, microbial communities and human ancestors-is likely to be of cultural significance and value for Indigenous peoples. This article offers an opinion on the responsibilities of researchers in Australia who engage in research related to this emerging field, particularly when it involves Indigenous communities. One aspect that deserves consideration in such research is the concept of benefit sharing. Benefit sharing refers to the practice of ensuring that the benefits that arise from research are shared equitably with the communities from which the research data were derived. This practice is particularly relevant in research that involves Indigenous communities, who may have unique cultural and spiritual connections to the research material. We argue that the integration of Traditional Knowledges into sedaDNA research would add enormous value to research and its outcomes by providing genomic outputs alongside and within the rich context of multimillennia oral histories.
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Affiliation(s)
- Dawn A Lewis
- Australian Centre for Ancient DNA, School of Biological Sciences and Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage, University of Adelaide, Adelaide, South Australia, Australia
| | - Rebecca Simpson
- National Centre for Indigenous Genomics, John Curtin School of Medical Research, Australian National University, Canberra, Australia
- Black Ochre Data Labs, Indigenous Genomics, Telethon Kids Institute, Adelaide, South Australia, Australia
| | - Azure Hermes
- National Centre for Indigenous Genomics, John Curtin School of Medical Research, Australian National University, Canberra, Australia
| | - Alex Brown
- National Centre for Indigenous Genomics, John Curtin School of Medical Research, Australian National University, Canberra, Australia
- Black Ochre Data Labs, Indigenous Genomics, Telethon Kids Institute, Adelaide, South Australia, Australia
| | - Bastien Llamas
- Australian Centre for Ancient DNA, School of Biological Sciences and Environment Institute, University of Adelaide, Adelaide, South Australia, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage, University of Adelaide, Adelaide, South Australia, Australia
- National Centre for Indigenous Genomics, John Curtin School of Medical Research, Australian National University, Canberra, Australia
- Black Ochre Data Labs, Indigenous Genomics, Telethon Kids Institute, Adelaide, South Australia, Australia
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2
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Lentz DL, Pohl MED. Deciphering the artificial evolution of domesticated plants within dynamic habitats. Proc Natl Acad Sci U S A 2025; 122:e2422179121. [PMID: 39793094 PMCID: PMC11725877 DOI: 10.1073/pnas.2422179121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025] Open
Affiliation(s)
- David L. Lentz
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH45221
| | - Mary E. D. Pohl
- Department of Anthropology, Florida State University, Tallahassee, FL32306
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3
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Nguyen NL, Pawłowska J, Zajaczkowski M, Weiner AKM, Cordier T, Grant DM, De Schepper S, Pawłowski J. Taxonomic and abundance biases affect the record of marine eukaryotic plankton communities in sediment DNA archives. Mol Ecol Resour 2024; 24:e14014. [PMID: 39188124 DOI: 10.1111/1755-0998.14014] [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: 02/14/2024] [Revised: 07/09/2024] [Accepted: 08/15/2024] [Indexed: 08/28/2024]
Abstract
Environmental DNA (eDNA) preserved in marine sediments is increasingly being used to study past ecosystems. However, little is known about how accurately marine biodiversity is recorded in sediment eDNA archives, especially planktonic taxa. Here, we address this question by comparing eukaryotic diversity in 273 eDNA samples from three water depths and the surface sediments of 24 stations in the Nordic Seas. Analysis of 18S-V9 metabarcoding data reveals distinct eukaryotic assemblages between water and sediment eDNA. Only 40% of Amplicon Sequence Variants (ASVs) detected in water were also found in sediment eDNA. Remarkably, the ASVs shared between water and sediment accounted for 80% of total sequence reads suggesting that a large amount of plankton DNA is transported to the seafloor, predominantly from abundant phytoplankton taxa. However, not all plankton taxa were equally archived on the seafloor. The plankton DNA deposited in the sediments was dominated by diatoms and showed an underrepresentation of certain nano- and picoplankton taxa (Picozoa or Prymnesiophyceae). Our study offers the first insights into the patterns of plankton diversity recorded in sediment in relation to seasonality and spatial variability of environmental conditions in the Nordic Seas. Our results suggest that the genetic composition and structure of the plankton community vary considerably throughout the water column and differ from what accumulates in the sediment. Hence, the interpretation of sedimentary eDNA archives should take into account potential taxonomic and abundance biases when reconstructing past changes in marine biodiversity.
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Affiliation(s)
- Ngoc-Loi Nguyen
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Joanna Pawłowska
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Marek Zajaczkowski
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
| | - Agnes K M Weiner
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Tristan Cordier
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Danielle M Grant
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Stijn De Schepper
- NORCE Climate and Environment, NORCE Norwegian Research Centre AS and Bjerknes Centre for Climate Research, Bergen, Norway
| | - Jan Pawłowski
- Department of Paleoceanography, Institute of Oceanology, Polish Academy of Sciences, Sopot, Poland
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Yun KW, Son HS, Seong MJ, Lee SM, Kim MC. Enhanced eDNA monitoring for detection of viable harmful algal bloom species using propidium monoazide. HARMFUL ALGAE 2024; 139:102725. [PMID: 39567079 DOI: 10.1016/j.hal.2024.102725] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/09/2024] [Accepted: 09/11/2024] [Indexed: 11/22/2024]
Abstract
This study investigated the use of propidium monoazide (PMA) to improve the accuracy of environmental DNA (eDNA) monitoring by selectively detecting intracellular DNA (iDNA) from living cells, while excluding extracellular DNA (exDNA) from dead organisms. eDNA samples were collected from various depths off the coast of Tongyeong, South Korea, and analyzed alongside environmental factors, such as temperature, dissolved oxygen, turbidity, and nutrient levels. The results showed that PMA-treated iDNA provided a more accurate estimate of viable harmful algal bloom species (HABs) than total eDNA and DNase-treated iDNA. Strong correlations were found between iDNA (PMA) and environmental factors, particularly nutrient levels and turbidity, suggesting its effectiveness in biological environments. The iDNA (PMA) concentrations were higher in the surface and bottom layers, indicating that these layers were more indicative of living organisms in marine environments. The application of PMA in eDNA monitoring reduces false positives and enhances the detection accuracy of viable HAB species, representing a promising tool for real-time monitoring and management of marine ecosystems.
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Affiliation(s)
- Kun-Woo Yun
- Department of Marine Environmental Engineering, Gyeongsang National University, 2 Tongyeonghaean-ro, Tongyeong, Gyeongnam 53064, Republic of Korea
| | - Hwa-Seong Son
- Department of Marine Environmental Engineering, Gyeongsang National University, 2 Tongyeonghaean-ro, Tongyeong, Gyeongnam 53064, Republic of Korea
| | - Min-Jun Seong
- Department of Marine Environmental Engineering, Gyeongsang National University, 2 Tongyeonghaean-ro, Tongyeong, Gyeongnam 53064, Republic of Korea
| | - Seung-Min Lee
- Department of Marine Environmental Engineering, Gyeongsang National University, 2 Tongyeonghaean-ro, Tongyeong, Gyeongnam 53064, Republic of Korea
| | - Mu-Chan Kim
- Department of Marine Environmental Engineering, Gyeongsang National University, 2 Tongyeonghaean-ro, Tongyeong, Gyeongnam 53064, Republic of Korea.
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Li H, Lei Y, Fa W, Wu T, Li T. Environmental DNA sheds new insight on molecular adaptation of foraminifera to temperature from laboratory-controlled culture experiment. Ecol Evol 2024; 14:e70243. [PMID: 39391814 PMCID: PMC11464909 DOI: 10.1002/ece3.70243] [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: 03/05/2024] [Revised: 07/24/2024] [Accepted: 08/16/2024] [Indexed: 10/12/2024] Open
Abstract
Foraminifera is the most important temperature proxy of the ocean on long time scales. However, the absence of temperature-controlled experiments at different water depths hinders the advancement of paleotemperature reconstruction with foraminifera from the continental shelf. For the first time, this study investigated the response of benthic foraminifera to temperature change using microcosm culture and metabarcoding. Foraminiferal communities from three continental stations at varying water depths (6.0, 9.2, and 26.0 m) were cultured under five temperature gradients (6, 12, 18, 24, and 30°C), with each treatment performed in triplicate. The foraminifera were fed with microalgae every 4 days, and the filtered seawater (through 0.22 μm pores), acting as a medium, was changed accordingly. The experiment lasted for 80 days, and 47 DNA samples were obtained and analyzed, including three in situ samples. The results showed that foraminifera adjusted its growth rate within the low-temperature range and adopted an r-strategy to cope with high-temperature stress. In addition, the foraminifera from deeper water stations exhibited a pronounced vulnerability to diminishing read counts. The read counts, operational taxonomic units (OTU) counts and Margalef index of foraminifera and the read counts of Rotaliida exhibited a remarkably positive correlation with temperature. The recommended relationships were described as read counts = 1314.75*T + 44754.51; OTU counts = 1.13*T + 44.26; Margalef index =1.13*T + 44.26. This study established the first quantitative relationship between temperature and foraminifera molecular parameters that holds significant implications for long-time paleotemperature calibration in climate change.
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Affiliation(s)
- Haotian Li
- Laboratory of Marine Organism Taxonomy and Phylogeny, Qingdao Key Laboratory of Marine Biodiversity and ConservationInstitute of Oceanology, Chinese Academy of SciencesQingdaoChina
| | - Yanli Lei
- Laboratory of Marine Organism Taxonomy and Phylogeny, Qingdao Key Laboratory of Marine Biodiversity and ConservationInstitute of Oceanology, Chinese Academy of SciencesQingdaoChina
- Laboratory for Marine Biology and BiotechnologyQingdao Marine Science and Technology CenterQingdaoChina
- Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)ZhuhaiChina
- University of Chinese Academy of SciencesBeijingChina
| | - Wenlong Fa
- Laboratory of Marine Organism Taxonomy and Phylogeny, Qingdao Key Laboratory of Marine Biodiversity and ConservationInstitute of Oceanology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
| | - Tianzhen Wu
- Laboratory of Marine Organism Taxonomy and Phylogeny, Qingdao Key Laboratory of Marine Biodiversity and ConservationInstitute of Oceanology, Chinese Academy of SciencesQingdaoChina
- University of Chinese Academy of SciencesBeijingChina
| | - Tiegang Li
- Key Laboratory of Marine Sedimentology and Environmental GeologyFirst Institute of Oceanography, MNRQingdaoChina
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Vanin S, Tuccia F, Pradelli J, Carta G, Giordani G. Identification of Diptera Puparia in Forensic and Archeo-Funerary Contexts. INSECTS 2024; 15:599. [PMID: 39194804 DOI: 10.3390/insects15080599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 07/28/2024] [Accepted: 07/31/2024] [Indexed: 08/29/2024]
Abstract
Diptera identification is fundamental in forensic entomology as well as in funerary archeoentomology, where the challenge is exacerbated by the presence of immature stages such as larvae and puparia. In these two developmental stages, specimens possess a very limited number of diagnostic features, and for puparia, there is also a lack of identification tools such as descriptions and identification keys. Morphological analysis, DNA-based techniques, and cuticular chemical analyses all show good potential for species identification; however, they also have some limitations. DNA-based identification is primarily hindered by the incompleteness of genetic databases and the presence of PCR inhibitors often co-extracted from the puparial cuticle. Chemical analysis of the cuticle is showing promising results, but this approach is also limited by the insufficient profile database and requires specific, expensive equipment, as well as trained personnel. Additionally, to ensure the repeatability of the analysis-a critical aspect in forensic investigations-and to preserve precious and unique specimens from museum collections, non-invasive protocols and techniques must be prioritized for species identification.
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Affiliation(s)
- Stefano Vanin
- Department of Earth, Environmental and Life Sciences (DISTAV), University of Genoa, 16132 Genoa, Italy
- National Research Council, Institute for the Study of Anthropic Impact and Sustainability in the Marine Environment (CNR-IAS), 16149 Genova, Italy
| | - Fabiola Tuccia
- School of applied Sciences, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Jennifer Pradelli
- School of applied Sciences, University of Huddersfield, Huddersfield HD1 3DH, UK
| | - Giuseppina Carta
- Department of Earth, Environmental and Life Sciences (DISTAV), University of Genoa, 16132 Genoa, Italy
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Wang C, Ma Z, Cao K, Wang X, Xi R, Jiang T, Yang R, Xing Y. Species diversity of fish at the Wuzhizhou Island, South China Sea, based on environmental DNA. Biodivers Data J 2024; 12:e127120. [PMID: 38912114 PMCID: PMC11193053 DOI: 10.3897/bdj.12.e127120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 06/06/2024] [Indexed: 06/25/2024] Open
Abstract
Background Wuzhizhou Island (WZZ) is located in Haitang Bay in the northern region of Sanya, Hainan Island. The sea area surrounding WZZ represents a typical tropical marine ecosystem, characterised by diverse and complex habitats. Therefore, there is a rich variety of marine fish species at WZZ. The marine ecosystem of WZZ was seriously destroyed initially in the 1970s-1980s and recovered in the 1990s, then constructed as the first national tropical marine ranch demonstration area of China in 2019. As fish is an important high trophic vertebrate in the marine ecosystem, understanding the composition and distribution of fish species could help us to recognise the status of the ecosystem of WZZ and supply scientific data for construction of the national marine ranch demonstration area. This study used eDNA technology to investigate the composition of fish community surrounding WZZ and provided a scientific basis for realising and protecting the marine ecosystem of the South China Sea. New information The WZZ is an offshore island in the South China Sea, harbouring abundant marine fish resources. Although previous research investigated fish species of WZZ, the data were, however, still incomplete due to limitation of sampling methods and survey seasons. In this study, we intended to take advantage of eDNA and supplement data of fish species at WZZ as much as possible. Based on eDNA, this study provided the data on 188 fish species (including nine undetermined species denoted by genus sp.) belonging to 17 orders, 63 families and 124 genera and they were the more comprehensive records of fish species surrounding WZZ. In addition, the information on Molecular Operational Taxonomic Units (MOTUs) for taxon identification was also provided, aiming to contribute to the establishment of a specific eDNA taxon database for fish of the South China Sea. This study included two datasets, which were occurrences of fish taxa at WZZ, as well as MOTUs sequences and geographical coordinate information of sampling sites. The "fish taxon occurrences" dataset presented records on taxonomic, distribution and habitat conditions of 188 fish species detected using eDNA, as well as the latitude and longitude information of the sampling sites, the "MOTUs information" dataset provided the MOTUs sequences, source of sequences, abundance of sequences for 188 fish species, also included the species matched in NCBI and the best NCBI BLAST sequence similarity.
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Affiliation(s)
- Chongzhao Wang
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya 572024, ChinaHainan Fisheries Innovation Research Institute, Chinese Academy of Fishery SciencesSanya 572024China
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, ChinaNational Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean UniversityShanghai 201306China
| | - Zhenhua Ma
- Tropical Aquaculture Research and Development Center, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Sanya 572018, ChinaTropical Aquaculture Research and Development Center, South China Sea Fisheries Research Institute, Chinese Academy of Fishery SciencesSanya 572018China
| | - Kun Cao
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya 572024, ChinaHainan Fisheries Innovation Research Institute, Chinese Academy of Fishery SciencesSanya 572024China
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
| | - Xin Wang
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, ChinaNational Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean UniversityShanghai 201306China
| | - Rui Xi
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, ChinaNational Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean UniversityShanghai 201306China
| | - Ting Jiang
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, ChinaNational Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean UniversityShanghai 201306China
| | - Rui Yang
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
- Tropical Aquaculture Research and Development Center, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Sanya 572018, ChinaTropical Aquaculture Research and Development Center, South China Sea Fisheries Research Institute, Chinese Academy of Fishery SciencesSanya 572018China
| | - Yingchun Xing
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya 572024, ChinaHainan Fisheries Innovation Research Institute, Chinese Academy of Fishery SciencesSanya 572024China
- Resource and Environmental Research Center, Chinese Academy of Fishery Sciences, Beijing 100141, ChinaResource and Environmental Research Center, Chinese Academy of Fishery SciencesBeijing 100141China
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Lentz DL, Hamilton TL, Meyers SA, Dunning NP, Reese-Taylor K, Hernández AA, Walker DS, Tepe EJ, Esquivel AF, Weiss AA. Psychoactive and other ceremonial plants from a 2,000-year-old Maya ritual deposit at Yaxnohcah, Mexico. PLoS One 2024; 19:e0301497. [PMID: 38669253 PMCID: PMC11051596 DOI: 10.1371/journal.pone.0301497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 03/18/2024] [Indexed: 04/28/2024] Open
Abstract
For millennia, healing and psychoactive plants have been part of the medicinal and ceremonial fabric of elaborate rituals and everyday religious practices throughout Mesoamerica. Despite the essential nature of these ritual practices to the societal framework of past cultures, a clear understanding of the ceremonial life of the ancient Maya remains stubbornly elusive. Here we record the discovery of a special ritual deposit, likely wrapped in a bundle, located beneath the end field of a Late Preclassic ballcourt in the Helena complex of the Maya city of Yaxnohcah. This discovery was made possible by the application of environmental DNA technology. Plants identified through this analytical process included Ipomoea corymbosa (xtabentun in Mayan), Capsicum sp. (chili pepper or ic in Mayan), Hampea trilobata (jool), and Oxandra lanceolata (chilcahuite). All four plants have recognized medicinal properties. Two of the plants, jool and chilcahuite, are involved in artifact manufacture that have ceremonial connections while chili peppers and xtabentun have been associated with divination rituals. Xtabentun (known to the Aztecs as ololiuhqui) produces highly efficacious hallucinogenic compounds and is reported here from Maya archaeological contexts for the first time.
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Affiliation(s)
- David L. Lentz
- Department of Biological Sciences, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Trinity L. Hamilton
- Department of Plant and Microbial Biology, Biotechnology Institute, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Stephanie A. Meyers
- Department of Biological Sciences, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Nicholas P. Dunning
- Department of Geography & GIS, University of Cincinnati, Cincinnati, Ohio, United States of America
| | | | | | - Debra S. Walker
- Florida Museum of Natural History (FLMNH), University of Florida, Gainesville, Florida, United States of America
| | - Eric J. Tepe
- Department of Biological Sciences, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Atasta Flores Esquivel
- Programa de Posgrado en Estudios Mesoamericanos, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Alison A. Weiss
- Department of Molecular Genetics, Biochemistry and Microbiology, University of Cincinnati, Cincinnati, Ohio, United States of America
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9
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Lammers Y, Taberlet P, Coissac E, Elliott LD, Merkel MF, Pitelkova I, Alsos IG. Multiplexing PCR allows the identification of within-species genetic diversity in ancient eDNA. Mol Ecol Resour 2024; 24:e13926. [PMID: 38189170 DOI: 10.1111/1755-0998.13926] [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: 08/22/2023] [Revised: 12/06/2023] [Accepted: 12/21/2023] [Indexed: 01/09/2024]
Abstract
Sedimentary ancient DNA (sedaDNA) has rarely been used to obtain population-level data due to either a lack of taxonomic resolution for the molecular method used, limitations in the reference material or inefficient methods. Here, we present the potential of multiplexing different PCR primers to retrieve population-level genetic data from sedaDNA samples. Vaccinium uliginosum (Ericaceae) is a widespread species with a circumpolar distribution and three lineages in present-day populations. We searched 18 plastid genomes for intraspecific variable regions and developed 61 primer sets to target these. Initial multiplex PCR testing resulted in a final set of 38 primer sets. These primer sets were used to analyse 20 lake sedaDNA samples (11,200 cal. yr BP to present) from five different localities in northern Norway, the Alps and the Polar Urals. All known V. uliginosum lineages in these regions and all primer sets could be recovered from the sedaDNA data. For each sample on average 28.1 primer sets, representing 34.15 sequence variants, were recovered. All sediment samples were dominated by a single lineage, except three Alpine samples which had co-occurrence of two different lineages. Furthermore, lineage turnover was observed in the Alps and northern Norway, suggesting that present-day phylogeographical studies may overlook past genetic patterns. Multiplexing primer is a promising tool for generating population-level genetic information from sedaDNA. The relatively simple method, combined with high sensitivity, provides a scalable method which will allow researchers to track populations through time and space using environmental DNA.
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Affiliation(s)
- Y Lammers
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
| | - P Taberlet
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - E Coissac
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, Grenoble, France
| | - L D Elliott
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
| | - M F Merkel
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
| | - I Pitelkova
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
| | - I G Alsos
- The Arctic University Museum of Norway, UiT-The Arctic University of Norway, Tromsø, Norway
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10
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Grasso G, Bianciotto V, Marmeisse R. Paleomicrobiology: Tracking the past microbial life from single species to entire microbial communities. Microb Biotechnol 2024; 17:e14390. [PMID: 38227345 PMCID: PMC10832523 DOI: 10.1111/1751-7915.14390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 11/04/2023] [Accepted: 12/10/2023] [Indexed: 01/17/2024] Open
Abstract
By deciphering information encoded in degraded ancient DNA extracted from up to million-years-old samples, molecular paleomicrobiology enables to objectively retrace the temporal evolution of microbial species and communities. Assembly of full-length genomes of ancient pathogen lineages allows not only to follow historical epidemics in space and time but also to identify the acquisition of genetic features that represent landmarks in the evolution of the host-microbe interaction. Analysis of microbial community DNA extracted from essentially human paleo-artefacts (paleofeces, dental calculi) evaluates the relative contribution of diet, lifestyle and geography on the taxonomic and functional diversity of these guilds in which have been identified species that may have gone extinct in today's human microbiome. As for non-host-associated environmental samples, such as stratified sediment cores, analysis of their DNA illustrates how and at which pace microbial communities are affected by local or widespread environmental disturbance. Description of pre-disturbance microbial diversity patterns can aid in evaluating the relevance and effectiveness of remediation policies. We finally discuss how recent achievements in paleomicrobiology could contribute to microbial biotechnology in the fields of medical microbiology and food science to trace the domestication of microorganisms used in food processing or to illustrate the historic evolution of food processing microbial consortia.
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Affiliation(s)
- Gianluca Grasso
- Dipartimento di Scienze della Vita e Biologia dei SistemiUniversità degli Studi of TurinTurinItaly
- Institut Systématique Evolution, Biodiversité (ISYEB: UMR7205 CNRS‐MNHN‐Sorbonne Université‐EPHE‐UA)¸ Muséum National d'Histoire NaturelleParisFrance
- Institute for Sustainable Plant Protection (IPSP), SSNational Research Council (CNR)TurinItaly
| | - Valeria Bianciotto
- Institute for Sustainable Plant Protection (IPSP), SSNational Research Council (CNR)TurinItaly
| | - Roland Marmeisse
- Institut Systématique Evolution, Biodiversité (ISYEB: UMR7205 CNRS‐MNHN‐Sorbonne Université‐EPHE‐UA)¸ Muséum National d'Histoire NaturelleParisFrance
- Institute for Sustainable Plant Protection (IPSP), SSNational Research Council (CNR)TurinItaly
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11
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Barnes CM, Power AL, Barber DG, Tennant RK, Jones RT, Lee GR, Hatton J, Elliott A, Zaragoza-Castells J, Haley SM, Summers HD, Doan M, Carpenter AE, Rees P, Love J. Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry. THE NEW PHYTOLOGIST 2023; 240:1305-1326. [PMID: 37678361 PMCID: PMC10594409 DOI: 10.1111/nph.19186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 06/30/2023] [Indexed: 09/09/2023]
Abstract
Pollen and tracheophyte spores are ubiquitous environmental indicators at local and global scales. Palynology is typically performed manually by microscopic analysis; a specialised and time-consuming task limited in taxonomical precision and sampling frequency, therefore restricting data quality used to inform climate change and pollen forecasting models. We build on the growing work using AI (artificial intelligence) for automated pollen classification to design a flexible network that can deal with the uncertainty of broad-scale environmental applications. We combined imaging flow cytometry with Guided Deep Learning to identify and accurately categorise pollen in environmental samples; here, pollen grains captured within c. 5500 Cal yr BP old lake sediments. Our network discriminates not only pollen included in training libraries to the species level but, depending on the sample, can classify previously unseen pollen to the likely phylogenetic order, family and even genus. Our approach offers valuable insights into the development of a widely transferable, rapid and accurate exploratory tool for pollen classification in 'real-world' environmental samples with improved accuracy over pure deep learning techniques. This work has the potential to revolutionise many aspects of palynology, allowing a more detailed spatial and temporal understanding of pollen in the environment with improved taxonomical resolution.
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Affiliation(s)
- Claire M. Barnes
- College of Engineering, Swansea University, Bay Campus, Swansea SA1 8EN, UK
| | - Ann L. Power
- Biosciences, Faculty of Life and Health Sciences, University of Exeter, Exeter EX4 4QD, UK
| | - Daniel G. Barber
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | - Richard K. Tennant
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | | | - G. Rob Lee
- Biosciences, Faculty of Life and Health Sciences, University of Exeter, Exeter EX4 4QD, UK
| | - Jackie Hatton
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | - Angela Elliott
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | - Joana Zaragoza-Castells
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | - Stephen M. Haley
- Geography, Faculty of Environment, Science and Economics, University of Exeter, Exeter EX4 4RJ, UK
| | - Huw D. Summers
- College of Engineering, Swansea University, Bay Campus, Swansea SA1 8EN, UK
| | - Minh Doan
- Bioimaging Analytics, GlaxoSmithKline, Collegeville, Upper Providence, PA 19426, United States
| | - Anne E. Carpenter
- Imaging Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts MA 02142, United States
| | - Paul Rees
- College of Engineering, Swansea University, Bay Campus, Swansea SA1 8EN, UK
- Imaging Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts MA 02142, United States
| | - John Love
- Biosciences, Faculty of Life and Health Sciences, University of Exeter, Exeter EX4 4QD, UK
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12
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Wei XY, Liu L, Hu H, Jia HJ, Bu LK, Pei DS. Ultra-sensitive detection of ecologically rare fish from eDNA samples based on the RPA-CRISPR/Cas12a technology. iScience 2023; 26:107519. [PMID: 37636063 PMCID: PMC10448165 DOI: 10.1016/j.isci.2023.107519] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/04/2023] [Accepted: 07/31/2023] [Indexed: 08/29/2023] Open
Abstract
Environmental DNA (eDNA) research holds great promise for improving biodiversity science and conservation efforts by enabling worldwide species censuses in near real-time. Current eDNA methods face challenges in detecting low-abundance ecologically important species. In this study, we used isothermal recombinase polymerase amplification (RPA)-CRISPR/Cas detection to test Ctenopharyngodon idella. RPA-CRISPR-Cas12a detected 6.0 eDNA copies/μL within 35 min. Ecologically rare species were identified in the Three Gorges Reservoir Area (TGRA) using functional distinctiveness and geographical restrictiveness, with seven fish species (9%) classified as potentially ecologically rare including three species in this investigation. RPA-CRISPR/Cas12a-FQ outperformed high-throughput sequencing (HTS) and qPCR in detecting low-abundance eDNA (AUC = 0.883∗∗). A significant linear correlation (R2 = 0.682∗∗) between RPA-CRISPR/Cas12a-FQ and HTS quantification suggests its potential for predicting species abundance and enhancing eDNA-based fish biodiversity monitoring. This study highlights the value of RPA-CRISPR/Cas12a-FQ as a tool for advancing eDNA research and conservation efforts.
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Affiliation(s)
- Xing-Yi Wei
- Key Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, School of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, China
- Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing 400714, China
| | - Li Liu
- Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing 400714, China
| | - Huan Hu
- Key Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, School of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, China
- Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing 400714, China
| | - Huang-Jie Jia
- Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing 400714, China
| | - Ling-Kang Bu
- Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing 400714, China
| | - De-Sheng Pei
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
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13
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Quilumbaquin W, Carrera-Gonzalez A, Van der heyden C, Ortega-Andrade HM. Environmental DNA and visual encounter surveys for amphibian biomonitoring in aquatic environments of the Ecuadorian Amazon. PeerJ 2023; 11:e15455. [PMID: 37456876 PMCID: PMC10348306 DOI: 10.7717/peerj.15455] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 05/03/2023] [Indexed: 07/18/2023] Open
Abstract
Background The development of anthropogenic activities has generated a decline in aquatic fauna populations, and amphibians have been the most affected. The decline of batrachofauna is concerning, as 41% of all species worldwide are endangered. For this reason, rapid, efficient, and non-invasive biodiversity monitoring techniques are needed, and environmental DNA (eDNA) is one such tool that has been sparsely applied in Ecuador. This technique has allowed scientists generates information on species diversity and amphibian community composition from a water sample. This study applied eDNA-based biomonitoring analyses and visual encounter surveys (VES) as inventory techniques to identify the diversity of aquatic amphibians in the Tena River micro-basin (TRMB). Methods The experimental design was divided into three components: (1) fieldwork: all amphibians were recorded by the VES technique and water samples were collected; (2) laboratory work: DNA isolation from amphibian tissue samples and eDNA-containing filters, amplification, electrophoresis, and sequencing were performed; (3) Data analysis: a local DNA reference database was constructed, and eDNA sequence data were processed for classification, taxonomic assignment, and ecological interpretation. Results Using both eDNA and VES, we detected 33 amphibian species (13 with eDNA only, five with VES only, and 15 with both methods). These species belonged to six amphibian families: Hylidae being the richest with 14 species (three eDNA, one VES, and 10 with both methods), followed by Strabomantidae with nine species (six eDNA, one VES, and two with both methods). All families were detected with both methods, except for the Aromobatidae, having one single record (Allobates aff. insperatus) by VES. Individually, eDNA detected 28 species and had a detection probability (DP) of 0.42 CI [0.40-0.45], while VES recorded 20 species with a DP of 0.17 CI [0.14-0.20]. Similarly, using VES, Cochranella resplendens was detected for the first time in TRMB, while with eDNA, four mountain frogs Pristimantis acerus, Pristimantis eriphus, Pristimantis mallii, and Pristimantis sp. (INABIO 15591) previously recorded at 1,518 m.a.s.l. at altitudes below 600 m.a.s.l. were detected. Conclusions Results obtained in this study showed that eDNA-based detection had a greater capacity to detect amphibians in aquatic environments compared to VES. The combination of VES and eDNA improves the sensitivity of species detection and provides more reliable, robust, and detailed information. The latter is essential for developing conservation strategies in the Ecuadorian Amazon.
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Affiliation(s)
- Walter Quilumbaquin
- Biogeography and Spatial Ecology Research Group, Universidad Regional Amazónica Ikiam, Tena, Napo, Ecuador
| | - Andrea Carrera-Gonzalez
- Biogeography and Spatial Ecology Research Group, Universidad Regional Amazónica Ikiam, Tena, Napo, Ecuador
- Molecular Biology and Biochemistry Lab, Universidad Regional Amazónica Ikiam, Tena, Napo, Ecuador
| | - Christine Van der heyden
- Health and Water Technology Research Centre, Department of Biosciences and Industrial Technology, HOGENT–Univesity of Applied Sciences and arts, Gent, Belgium
| | - H. Mauricio Ortega-Andrade
- Biogeography and Spatial Ecology Research Group, Universidad Regional Amazónica Ikiam, Tena, Napo, Ecuador
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14
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Environmental DNA Assay for the Detection of the American Bullfrog ( Lithobates catesbeianus) in the Early Stages of the Invasion in the Ebre Delta. Animals (Basel) 2023; 13:ani13040683. [PMID: 36830468 PMCID: PMC9952411 DOI: 10.3390/ani13040683] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 02/06/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
The American bullfrog (Lithobates catesbeianus) is considered to be one of the most harmful invasive species. In the Iberian Peninsula, this species had been cited occasionally until the year 2018, when L. catesbeianus appeared in the Ebre Delta, and, for the first time, it started breeding in a territory of the Peninsula. Using environmental DNA (eDNA) analysis and visual surveys, the American bullfrog invasion in the Ebre Delta was monitored across two consecutive years (2019-2020). No specimens were observed in 2019, and results for the eDNA survey also failed to detect this species in the Delta. In 2020, two individuals were captured and, under the most conservative criteria to constrain the number of positive detections, eDNA analyses detected the presence of the American bullfrog in at least five locations. Performing an eDNA assay yielded a higher sensitivity with a lower sampling effort than traditional methods. Although the American bullfrog does not appear to still be well-established in the Ebre Delta, only a few bullfrog individuals could be enough for their establishment in suitable habitats. In this context, eDNA assays are essential tools to facilitate the detection, control, and eradication of this species in the first stage of the invasion process.
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15
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Barrenechea Angeles I, Romero-Martínez ML, Cavaliere M, Varrella S, Francescangeli F, Piredda R, Mazzocchi MG, Montresor M, Schirone A, Delbono I, Margiotta F, Corinaldesi C, Chiavarini S, Montereali MR, Rimauro J, Parrella L, Musco L, Dell'Anno A, Tangherlini M, Pawlowski J, Frontalini F. Encapsulated in sediments: eDNA deciphers the ecosystem history of one of the most polluted European marine sites. ENVIRONMENT INTERNATIONAL 2023; 172:107738. [PMID: 36641836 DOI: 10.1016/j.envint.2023.107738] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 12/05/2022] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
Abstract
The Anthropocene is characterized by dramatic ecosystem changes driven by human activities. The impact of these activities can be assessed by different geochemical and paleontological proxies. However, each of these proxies provides only a fragmentary insight into the effects of anthropogenic impacts. It is highly challenging to reconstruct, with a holistic view, the state of the ecosystems from the preindustrial period to the present day, covering all biological components, from prokaryotes to multicellular eukaryotes. Here, we used sedimentary ancient DNA (sedaDNA) archives encompassing all trophic levels of biodiversity to reconstruct the two century-natural history in Bagnoli-Coroglio (Gulf of Pozzuoli, Tyrrhenian Sea), one of the most polluted marine-coastal sites in Europe. The site was characterized by seagrass meadows and high eukaryotic diversity until the beginning of the 20th century. Then, the ecosystem completely changed, with seagrasses and associated fauna as well as diverse groups of planktonic and benthic protists being replaced by low diversity biota dominated by dinophyceans and infaunal metazoan species. The sedaDNA analysis revealed a five-phase evolution of the area, where changes appear as the result of a multi-level cascade effect of impacts associated with industrial activities, urbanization, water circulation and land-use changes. The sedaDNA allowed to infer reference conditions that must be considered when restoration actions are to be implemented.
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Affiliation(s)
- Ines Barrenechea Angeles
- Department of Earth Sciences, University of Geneva, 13, rue des Maraîchers, 1205 Geneva, Switzerland; Department of Genetics and Evolution, University of Geneva, 1205 Geneva, Switzerland.
| | | | - Marco Cavaliere
- Department of Pure and Applied Sciences, Università of Urbino "Carlo Bo", 61029 Urbino, Italy.
| | - Stefano Varrella
- Department of Materials, Environmental Sciences and Urban Planning, Polytechnic University of Marche, 60131 Ancona, Italy.
| | | | - Roberta Piredda
- Department of Veterinary Medicine, University of Bari Aldo Moro, 70010 Bari, Italy.
| | | | | | - Antonio Schirone
- ENEA, Department of Sustainability, Marine Environment Research Centre S. Teresa, 19032 Pozzuolo di Lerici, Italy.
| | - Ivana Delbono
- ENEA, Department of Sustainability, Marine Environment Research Centre S. Teresa, 19032 Pozzuolo di Lerici, Italy.
| | | | - Cinzia Corinaldesi
- Department of Materials, Environmental Sciences and Urban Planning, Polytechnic University of Marche, 60131 Ancona, Italy.
| | | | | | - Juri Rimauro
- ENEA, Department of Sustainability, CR Portici, 80055, Portici, Naples, Italy.
| | - Luisa Parrella
- ENEA, Department of Sustainability, CR Portici, 80055, Portici, Naples, Italy.
| | - Luigi Musco
- Stazione Zoologica Anton Dohrn, 80121 Naples, Italy; Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali, University of Salento, 73100 Lecce, Italy.
| | - Antonio Dell'Anno
- Department of Life and Environmental Sciences, Polytechnic University of Marche, 60131 Ancona, Italy.
| | | | - Jan Pawlowski
- Department of Genetics and Evolution, University of Geneva, 1205 Geneva, Switzerland; ID-Gene ecodiagnostics Ltd, 1228 Plan-les-Ouates, Switzerland; Institute of Oceanology, Polish Academy of Sciences, 81-712 Sopot, Poland.
| | - Fabrizio Frontalini
- Department of Pure and Applied Sciences, Università of Urbino "Carlo Bo", 61029 Urbino, Italy.
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16
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Li H, Zhang H, Chang F, Liu Q, Zhang Y, Liu F, Zhang X. Sedimentary DNA for tracking the long-term changes in biodiversity. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:17039-17050. [PMID: 36622608 DOI: 10.1007/s11356-023-25130-5] [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: 05/25/2022] [Accepted: 12/30/2022] [Indexed: 06/17/2023]
Abstract
Understanding long-term dynamics is vitally important for explaining current biodiversity patterns and setting conservation goals in a changing world. However, the changes in biodiversity in time and space, particularly the dynamics at the centuries or even longer time scales, are poorly documented because of a lack of continuous monitoring data. The sedimentary DNA (sedDNA) has a great potential for paleo-community reconstruction, and it has recently been used as a powerful tool to characterize past dynamics in terms of biodiversity over geological timescales. In particular, it is useful for prokaryotes and eukaryotes that do not fossilize; hence, it is revolutionizing the scope of paleoecological research. Here, a "Research Weaving" method was performed with systematic maps and bibliometric webs based on the Web of Science for Science Citation Index Expanded, presenting a comprehensive landscape of the sedDNA that traces biological dynamics. We identified that most sedDNA-based studies have focused on microbial dynamics and on using samples from multitypes of sediments. This review summarized the advantages and common applications of sedDNA, focused on the biodiversity in microbial communities, and provided an outlook for the future of sedDNA research.
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Affiliation(s)
- Haoyu Li
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
| | - Hucai Zhang
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China.
| | - Fengqin Chang
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
| | - Qi Liu
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
| | - Yang Zhang
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
| | - Fengwen Liu
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
| | - Xiaonan Zhang
- Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, 650500, China
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17
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Johnson MD, Freeland JR, Parducci L, Evans DM, Meyer RS, Molano-Flores B, Davis MA. Environmental DNA as an emerging tool in botanical research. AMERICAN JOURNAL OF BOTANY 2023; 110:e16120. [PMID: 36632660 DOI: 10.1002/ajb2.16120] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/03/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Over the past quarter century, environmental DNA (eDNA) has been ascendant as a tool to detect, measure, and monitor biodiversity (species and communities), as a means of elucidating biological interaction networks, and as a window into understanding past patterns of biodiversity. However, only recently has the potential of eDNA been realized in the botanical world. Here we synthesize the state of eDNA applications in botanical systems with emphases on aquatic, ancient, contemporary sediment, and airborne systems, and focusing on both single-species approaches and multispecies community metabarcoding. Further, we describe how abiotic and biotic factors, taxonomic resolution, primer choice, spatiotemporal scales, and relative abundance influence the utilization and interpretation of airborne eDNA results. Lastly, we explore several areas and opportunities for further development of eDNA tools for plants, advancing our knowledge and understanding of the efficacy, utility, and cost-effectiveness, and ultimately facilitating increased adoption of eDNA analyses in botanical systems.
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Affiliation(s)
- Mark D Johnson
- Engineering Research and Development Center, Construction Engineering Research Laboratory (CERL), Champaign, IL, USA
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Joanna R Freeland
- Department of Biology, Trent University, 1600 West Bank Drive, Peterborough, ON, K9L 0G2, Canada
| | - Laura Parducci
- Department of Environmental Biology, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Norbyvagen 18D, SE-75236, Uppsala, Sweden
| | - Darren M Evans
- School of Natural and Environmental Sciences, Newcastle University, Newcastle Upon Tyne, UK
| | - Rachel S Meyer
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA, USA
| | - Brenda Molano-Flores
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Mark A Davis
- Illinois Natural History Survey, Prairie Research Institute, University of Illinois Urbana-Champaign, Champaign, IL, USA
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18
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Abstract
This perspective draws on the record of ancient pathogen genomes and microbiomes illuminating patterns of infectious disease over the course of the Holocene in order to address the following question. How did major changes in living circumstances involving the transition to and intensification of farming alter pathogens and their distributions? Answers to this question via ancient DNA research provide a rapidly expanding picture of pathogen evolution and in concert with archaeological and historical data, give a temporal and behavioral context for heath in the past that is relevant for challenges facing the world today, including the rise of novel pathogens.
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19
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Luis JV, Andréeacute;s VD, Levano KS, Pedro NB, Marco MR, Ruth GDLG, Rony CC, Diana PL, Sharma AK, Samuel D, Pedro o FV, Raul J C, A G, Ruth SS, Heinner G. Analysis of microbiome diversity in coprolites from Caral, Peru. Bioinformation 2022; 18:1159-1165. [PMID: 37701514 PMCID: PMC10492910 DOI: 10.6026/973206300181159] [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: 11/01/2022] [Revised: 12/20/2022] [Accepted: 12/31/2022] [Indexed: 09/14/2023] Open
Abstract
We analyzed human coprolites from the Sacred City of Caral, the oldest civilization in America (3000- and 1800-years BC). Our objective was to know the microbial diversity of the Caral Civilization through the use of a mobile ancient laboratory. DNA extraction conducted in a mobile laboratory placed near the collection site to reduce exposure of samples to contaminants and favor a rapid molecular processing. Using 16S rRNA and ITS 1 amplicon sequencing, we have elaborated the first list of the microbiomes of Caral, based on the bacterial and fungal community fingerprints detected in the coprolites recovered in six sectors of that ancient urban center. Among the most abundant sequences were those associated with Firmicutes for bacteria, Ascomycota and Basidiomycota for fungi. Bacillus was the most abundant bacterial genera in all samples analyzed, compromising up to 24.81% of the total bacterial abundance; while Aspergillus (11.43%) was the most abundant genera among fungal communities.
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Affiliation(s)
- Jaramillo-Valverde Luis
- ALBIOTEC, Lima, Perú
- INBIOMEDIC Research and Technological Center, Lima, Perú
- Universidad de Huánuco, Huánuco, Perú
| | - Váaacute;squez-Domínguez Andréeacute;s
- ALBIOTEC, Lima, Perú
- INBIOMEDIC Research and Technological Center, Lima, Perú
- Facultad de Ciencias Biolóoacute;gicas, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | - Kelly S Levano
- ALBIOTEC, Lima, Perú
- INBIOMEDIC Research and Technological Center, Lima, Perú
| | - Novoa-Bellota Pedro
- Zona Arqueológica Caral, Unidad Ejecutora 003, Ministerio de Cultura., Lima, Perú
- Escuela Profesional de ArqueologÍa, Facultad de Ciencias Sociales, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | | | - Garcia-de-la-Guarda Ruth
- Laboratorio de MicrobiologÍa Molecular y BiotecnologÍa, Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | | | | | - Ashok K Sharma
- Department of Animal Science, University of Minnesota, St. Paul, MN
| | - Davison Samuel
- Department of Animal Science, University of Minnesota, St. Paul, MN
| | | | - Cano Raul J
- Centro de Investigación en Biodiversidad para la Salud, Universidad Privada Norbert Wiener, Lima, Perú; +These authors contributed equally to the article
| | - Gomez A
- Department of Animal Science, University of Minnesota, St. Paul, MN
| | - Shady-Solis Ruth
- Zona Arqueológica Caral, Unidad Ejecutora 003, Ministerio de Cultura., Lima, Perú
- Escuela Profesional de ArqueologÍa, Facultad de Ciencias Sociales, Universidad Nacional Mayor de San Marcos, Lima, Perú
| | - Guio Heinner
- ALBIOTEC, Lima, Perú
- INBIOMEDIC Research and Technological Center, Lima, Perú
- Centro de Investigación en Biodiversidad para la Salud, Universidad Privada Norbert Wiener, Lima, Perú; +These authors contributed equally to the article
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20
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Gold Z, Wall AR, Schweizer TM, Pentcheff ND, Curd EE, Barber PH, Meyer RS, Wayne R, Stolzenbach K, Prickett K, Luedy J, Wetzer R. A manager's guide to using eDNA metabarcoding in marine ecosystems. PeerJ 2022; 10:e14071. [PMID: 36405018 PMCID: PMC9673773 DOI: 10.7717/peerj.14071] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 08/27/2022] [Indexed: 11/16/2022] Open
Abstract
Environmental DNA (eDNA) metabarcoding is a powerful tool that can enhance marine ecosystem/biodiversity monitoring programs. Here we outline five important steps managers and researchers should consider when developing eDNA monitoring program: (1) select genes and primers to target taxa; (2) assemble or develop comprehensive barcode reference databases; (3) apply rigorous site occupancy based decontamination pipelines; (4) conduct pilot studies to define spatial and temporal variance of eDNA; and (5) archive samples, extracts, and raw sequence data. We demonstrate the importance of each of these considerations using a case study of eDNA metabarcoding in the Ports of Los Angeles and Long Beach. eDNA metabarcoding approaches detected 94.1% (16/17) of species observed in paired trawl surveys while identifying an additional 55 native fishes, providing more comprehensive biodiversity inventories. Rigorous benchmarking of eDNA metabarcoding results improved ecological interpretation and confidence in species detections while providing archived genetic resources for future analyses. Well designed and validated eDNA metabarcoding approaches are ideally suited for biomonitoring applications that rely on the detection of species, including mapping invasive species fronts and endangered species habitats as well as tracking range shifts in response to climate change. Incorporating these considerations will enhance the utility and efficacy of eDNA metabarcoding for routine biomonitoring applications.
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Affiliation(s)
- Zachary Gold
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Adam R. Wall
- Diversity Initiative for the Southern California Ocean (DISCO), Natural History Museum of Los Angeles County, Los Angeles, CA, United States of America
| | - Teia M. Schweizer
- Department of Fish and Wildlife Conservation Biology, Colorado State University, Fort Collins, CO, United States of America
| | - N. Dean Pentcheff
- Diversity Initiative for the Southern California Ocean (DISCO), Natural History Museum of Los Angeles County, Los Angeles, CA, United States of America
| | - Emily E. Curd
- Department of Natural Sciences, Landmark College, Putney, VT, United States of America
| | - Paul H. Barber
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Rachel S. Meyer
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States of America,Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, United States of America
| | - Robert Wayne
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Kevin Stolzenbach
- Wood Environment and Infrastructure, Inc., San Diego, CA, United States of America
| | - Kat Prickett
- Port of Los Angeles, Los Angeles, CA, United States of America
| | - Justin Luedy
- Port of Long Beach, Long Beach, CA, United States of America
| | - Regina Wetzer
- Diversity Initiative for the Southern California Ocean (DISCO), Natural History Museum of Los Angeles County, Los Angeles, CA, United States of America
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21
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ter Schure AT, Bruch AA, Kandel AW, Gasparyan B, Bussmann RW, Brysting AK, de Boer HJ, Boessenkool S. Sedimentary ancient DNA metabarcoding as a tool for assessing prehistoric plant use at the Upper Paleolithic cave site Aghitu-3, Armenia. J Hum Evol 2022; 172:103258. [DOI: 10.1016/j.jhevol.2022.103258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 11/15/2022]
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22
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Nagler M, Podmirseg SM, Ascher‐Jenull J, Sint D, Traugott M. Why eDNA fractions need consideration in biomonitoring. Mol Ecol Resour 2022; 22:2458-2470. [PMID: 35652762 PMCID: PMC9545497 DOI: 10.1111/1755-0998.13658] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 05/12/2022] [Accepted: 05/26/2022] [Indexed: 11/29/2022]
Abstract
The analysis of environmental DNA (eDNA) is revolutionizing the monitoring of biodiversity as it allows to assess organismic diversity at large scale and unprecedented taxonomic detail. However, eDNA consists of an extracellular and intracellular fraction, each characterized by particular properties that determine the retrievable information on when and where organisms live or have been living. Here, we review the fractions of eDNA, describe how to obtain them from environmental samples and present a four-scenario concept that aims at enhancing spatial and temporal resolution of eDNA-based monitoring. Importantly, we highlight how the appropriate choice of eDNA fractions precludes misinterpretation of eDNA-based biodiversity data. Finally, future avenues of research towards eDNA fraction-specific analyses are outlined to unravel the full potential of eDNA-based studies targeting micro- and macro-organisms.
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Affiliation(s)
| | | | | | - Daniela Sint
- Department of ZoologyUniversität InnsbruckInnsbruckAustria
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23
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Pérez V, Liu Y, Hengst MB, Weyrich LS. A Case Study for the Recovery of Authentic Microbial Ancient DNA from Soil Samples. Microorganisms 2022; 10:microorganisms10081623. [PMID: 36014039 PMCID: PMC9414430 DOI: 10.3390/microorganisms10081623] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 08/01/2022] [Accepted: 08/02/2022] [Indexed: 11/16/2022] Open
Abstract
High Throughput DNA Sequencing (HTS) revolutionized the field of paleomicrobiology, leading to an explosive growth of microbial ancient DNA (aDNA) studies, especially from environmental samples. However, aDNA studies that examine environmental microbes routinely fail to authenticate aDNA, examine laboratory and environmental contamination, and control for biases introduced during sample processing. Here, we surveyed the available literature for environmental aDNA projects—from sample collection to data analysis—and assessed previous methodologies and approaches used in the published microbial aDNA studies. We then integrated these concepts into a case study, using shotgun metagenomics to examine methodological, technical, and analytical biases during an environmental aDNA study of soil microbes. Specifically, we compared the impact of five DNA extraction methods and eight bioinformatic pipelines on the recovery of microbial aDNA information in soil cores from extreme environments. Our results show that silica-based methods optimized for aDNA research recovered significantly more damaged and shorter reads (<100 bp) than a commercial kit or a phenol−chloroform method. Additionally, we described a stringent pipeline for data preprocessing, efficiently decreasing the representation of low-complexity and duplicated reads in our datasets and downstream analyses, reducing analytical biases in taxonomic classification.
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Affiliation(s)
- Vilma Pérez
- Australian Centre for Ancient DNA (ACAD), School of Biological Sciences, University of Adelaide, Adelaide, SA 5005, Australia
- ARC Centre of Excellence for Australian Biodiversity and Heritage (CABAH), School of Biological Sciences, University of Adelaide, Adelaide, SA 5005, Australia
- Correspondence:
| | - Yichen Liu
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Center for Excellence in Life and Paleoenvironment, Chinese Academy of Sciences, Beijing 100044, China
| | - Martha B. Hengst
- Laboratorio de Ecología Molecular y Microbiología Aplicada, Departamento de Ciencias Farmacéuticas, Facultad de Ciencias, Universidad Católica del Norte, Antofagasta 1270300, Chile
| | - Laura S. Weyrich
- ARC Centre of Excellence for Australian Biodiversity and Heritage (CABAH), School of Biological Sciences, University of Adelaide, Adelaide, SA 5005, Australia
- Department of Anthropology and Huck Institutes of the Life Sciences, The Pennsylvania State University, State College, PA 16802, USA
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24
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Polanco F. A, Waldock C, Keggin T, Marques V, Rozanski R, Valentini A, Dejean T, Manel S, Vermeij M, Albouy C, Pellissier L. Ecological indices from environmental
DNA
to contrast coastal reefs under different anthropogenic pressures. Ecol Evol 2022. [DOI: 10.1002/ece3.9212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Andrea Polanco F.
- Beauval Nature Association Saint Aignan sur Cher France
- Fundación Biodiversa Colombia Bogotá, D.C. Colombia
| | - Conor Waldock
- Ecosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
- Unit of Land Change Science Swiss Federal Research Institute WSL Birmensdorf Switzerland
| | - Thomas Keggin
- Ecosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
- Unit of Land Change Science Swiss Federal Research Institute WSL Birmensdorf Switzerland
| | - Virginie Marques
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRD, Univ Paul Valéry Montpellier 3 Montpellier France
- MARBEC Univ Montpellier, CNRS, Ifremer, IRD Montpellier France
| | - Romane Rozanski
- Fundación Biodiversa Colombia Bogotá, D.C. Colombia
- Ecosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
- IFREMER Unité Ecologie et Modèles pour l'Halieutique, EMH Nantes France
| | | | | | - Stéphanie Manel
- CEFE, Univ Montpellier, CNRS, EPHE‐PSL University, IRD, Univ Paul Valéry Montpellier 3 Montpellier France
| | | | - Camille Albouy
- Fundación Biodiversa Colombia Bogotá, D.C. Colombia
- Ecosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
- IFREMER Unité Ecologie et Modèles pour l'Halieutique, EMH Nantes France
| | - Loïc Pellissier
- Fundación Biodiversa Colombia Bogotá, D.C. Colombia
- Ecosystems and Landscape Evolution, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
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25
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Schmidt A, Schneider C, Decker P, Hohberg K, Römbke J, Lehmitz R, Bálint M. Shotgun metagenomics of soil invertebrate communities reflects taxonomy, biomass, and reference genome properties. Ecol Evol 2022; 12:e8991. [PMID: 35784064 PMCID: PMC9170594 DOI: 10.1002/ece3.8991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 05/11/2022] [Accepted: 05/17/2022] [Indexed: 12/03/2022] Open
Abstract
Metagenomics - shotgun sequencing of all DNA fragments from a community DNA extract - is routinely used to describe the composition, structure, and function of microorganism communities. Advances in DNA sequencing and the availability of genome databases increasingly allow the use of shotgun metagenomics on eukaryotic communities. Metagenomics offers major advances in the recovery of biomass relationships in a sample, in comparison to taxonomic marker gene-based approaches (metabarcoding). However, little is known about the factors which influence metagenomics data from eukaryotic communities, such as differences among organism groups, the properties of reference genomes, and genome assemblies.We evaluated how shotgun metagenomics records composition and biomass in artificial soil invertebrate communities at different sequencing efforts. We generated mock communities of controlled biomass ratios from 28 species from all major soil mesofauna groups: mites, springtails, nematodes, tardigrades, and potworms. We shotgun sequenced these communities and taxonomically assigned them with a database of over 270 soil invertebrate genomes.We recovered over 95% of the species, and observed relatively high false-positive detection rates. We found strong differences in reads assigned to different taxa, with some groups (e.g., springtails) consistently attracting more hits than others (e.g., enchytraeids). Original biomass could be predicted from read counts after considering these taxon-specific differences. Species with larger genomes, and with more complete assemblies, consistently attracted more reads than species with smaller genomes. The GC content of the genome assemblies had no effect on the biomass-read relationships. Results were similar among different sequencing efforts.The results show considerable differences in taxon recovery and taxon specificity of biomass recovery from metagenomic sequence data. The properties of reference genomes and genome assemblies also influence biomass recovery, and they should be considered in metagenomic studies of eukaryotes. We show that low- and high-sequencing efforts yield similar results, suggesting high cost-efficiency of metagenomics for eukaryotic communities. We provide a brief roadmap for investigating factors which influence metagenomics-based eukaryotic community reconstructions. Understanding these factors is timely as accessibility of DNA sequencing and momentum for reference genomes projects show a future where the taxonomic assignment of DNA from any community sample becomes a reality.
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Affiliation(s)
- Alexandra Schmidt
- Senckenberg Biodiversity Climate Research CenterFrankfurt am MainGermany
- Biology DepartmentJ.W. Goethe UniversityFrankfurt am MainGermany
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Limnological Institute (Environmental Genomics)University of KonstanzKonstanzGermany
| | - Clément Schneider
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Soil Zoology DepartmentSenckenberg Museum of Natural History GörlitzGörlitzGermany
| | - Peter Decker
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Blumenstr. 5GörlitzGermany
| | - Karin Hohberg
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Soil Zoology DepartmentSenckenberg Museum of Natural History GörlitzGörlitzGermany
| | - Jörg Römbke
- ECT Oekotoxikologie GmbHFlörsheim am MainGermany
| | - Ricarda Lehmitz
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Soil Zoology DepartmentSenckenberg Museum of Natural History GörlitzGörlitzGermany
| | - Miklós Bálint
- Senckenberg Biodiversity Climate Research CenterFrankfurt am MainGermany
- Loewe Center for Translational Biodiversity Genomics (LOEWE‐TBG)Frankfurt am MainGermany
- Institute for Insect BiotechnologyJustus Liebig UniversityGießenGermany
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26
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Barouillet C, Vasselon V, Keck F, Millet L, Etienne D, Galop D, Rius D, Domaizon I. Paleoreconstructions of ciliate communities reveal long-term ecological changes in temperate lakes. Sci Rep 2022; 12:7899. [PMID: 35551223 PMCID: PMC9098483 DOI: 10.1038/s41598-022-12041-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 05/05/2022] [Indexed: 11/09/2022] Open
Abstract
Ciliates are unicellular heterotrophic organisms that play a key role in aquatic planktonic and benthic food webs. Advances in sedimentary DNA (sed-DNA) analysis offer the possibility to integrate these bioindicators in paleoenvironmental reconstructions. In this study, we used the top–bottom paleolimnological approach and metabarcoding techniques applied to sed-DNA to compare the recent and past (i.e. prior to major anthropogenic impacts) ciliate communities of 48 lakes located along an elevation gradient. Our results show an overall decline in the β-diversity in recent time, especially in lowland lakes, which are more strongly exposed to local human pressures. Analyses of the functional groups indicate important restructuration of the food web, including the recent increase in mixotrophs. Moreover, changes in the benthic ciliates were consistent with the widespread increase in deep water anoxia. Our results provided evidence that sed-DNA can uncover information about past ciliate communities on a wide variety of lakes. Overall, our study demonstrates the potential of using ciliates as new paleoindicators, integrating information from the pelagic to the benthic zones, and providing valuable insights into ecosystem functioning through a trait-based functional community approach. As paleoindicator, they thus offer a more holistic view on the long-term changes of aquatic ecosystems.
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Affiliation(s)
- Cécilia Barouillet
- INRAE, Université Savoie Mont Blanc, CARRTEL, 74200, Thonon-les-Bains, France. .,Pole R&D ECLA, CARRTEL, 74200, Thonon-les-Bains, France.
| | - Valentin Vasselon
- INRAE, Université Savoie Mont Blanc, CARRTEL, 74200, Thonon-les-Bains, France.,Pole R&D ECLA, CARRTEL, 74200, Thonon-les-Bains, France.,OFB, Site INRAE UMR CARRTEL, 74200, Thonon-les-Bains, France
| | - François Keck
- INRAE, Université Savoie Mont Blanc, CARRTEL, 74200, Thonon-les-Bains, France.,Pole R&D ECLA, CARRTEL, 74200, Thonon-les-Bains, France
| | | | - David Etienne
- Pole R&D ECLA, CARRTEL, 74200, Thonon-les-Bains, France.,Université Savoie Mont Blanc, INRAE, CARRTEL, 73370, Le Bourget du Lac, France
| | - Didier Galop
- GEODE UMR 5602 CNRS, Université de Toulouse, 31058, Toulouse, France.,Labex DRIIHM, OHM Pyrénées, CNRS/INEE, Toulouse, France
| | - Damien Rius
- CNRS, Chrono Environnement, 25000, Besançon, France
| | - Isabelle Domaizon
- INRAE, Université Savoie Mont Blanc, CARRTEL, 74200, Thonon-les-Bains, France. .,Pole R&D ECLA, CARRTEL, 74200, Thonon-les-Bains, France.
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27
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Saccò M, Guzik MT, van der Heyde M, Nevill P, Cooper SJB, Austin AD, Coates PJ, Allentoft ME, White NE. eDNA in subterranean ecosystems: Applications, technical aspects, and future prospects. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 820:153223. [PMID: 35063529 DOI: 10.1016/j.scitotenv.2022.153223] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/09/2022] [Accepted: 01/13/2022] [Indexed: 06/14/2023]
Abstract
Monitoring of biota is pivotal for the assessment and conservation of ecosystems. Environments worldwide are being continuously and increasingly exposed to multiple adverse impacts, and the accuracy and reliability of the biomonitoring tools that can be employed shape not only the present, but more importantly, the future of entire habitats. The analysis of environmental DNA (eDNA) metabarcoding data provides a quick, affordable, and reliable molecular approach for biodiversity assessments. However, while extensively employed in aquatic and terrestrial surface environments, eDNA-based studies targeting subterranean ecosystems are still uncommon due to the lack of accessibility and the cryptic nature of these environments and their species. Recent advances in genetic and genomic analyses have established a promising framework for shedding new light on subterranean biodiversity and ecology. To address current knowledge and the future use of eDNA methods in groundwaters and caves, this review explores conceptual and technical aspects of the application and its potential in subterranean systems. We briefly introduce subterranean biota and describe the most used traditional sampling techniques. Next, eDNA characteristics, application, and limitations in the subsurface environment are outlined. Last, we provide suggestions on how to overcome caveats and delineate some of the research avenues that will likely shape this field in the near future. We advocate that eDNA analyses, when carefully conducted and ideally combined with conventional sampling techniques, will substantially increase understanding and enable crucial expansion of subterranean community characterisation. Given the importance of groundwater and cave ecosystems for nature and humans, eDNA can bring to the surface essential insights, such as study of ecosystem assemblages and rare species detection, which are critical for the preservation of life below, as well as above, the ground.
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Affiliation(s)
- Mattia Saccò
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia.
| | - Michelle T Guzik
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia
| | - Mieke van der Heyde
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
| | - Paul Nevill
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia; ARC Centre for Mine Site Restoration, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
| | - Steven J B Cooper
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia; Evolutionary Biology Unit, South Australian Museum, North Terrace, Adelaide 5000, SA, Australia
| | - Andrew D Austin
- Australian Centre for Evolutionary Biology and Biodiversity, School of Biological Sciences, The University of Adelaide, Adelaide 5005, SA, Australia
| | - Peterson J Coates
- Bedford Institute of Oceanography, Fisheries and Oceans Canada, 1 Challenger Drive, 1006, Dartmouth, Nova Scotia B2Y 4A2, Canada
| | - Morten E Allentoft
- Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia; Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Øster Voldgade 5-7, Copenhagen, Denmark
| | - Nicole E White
- Subterranean Research and Groundwater Ecology (SuRGE) Group, Trace and Environmental DNA (TrEnD) Laboratory, School of Molecular and Life Sciences, Curtin University, Perth 6102, WA, Australia
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28
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Lezcano MÁ, Sánchez-García L, Quesada A, Carrizo D, Fernández-Martínez MÁ, Cavalcante-Silva E, Parro V. Comprehensive Metabolic and Taxonomic Reconstruction of an Ancient Microbial Mat From the McMurdo Ice Shelf (Antarctica) by Integrating Genetic, Metaproteomic and Lipid Biomarker Analyses. Front Microbiol 2022; 13:799360. [PMID: 35928160 PMCID: PMC9345047 DOI: 10.3389/fmicb.2022.799360] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 03/21/2022] [Indexed: 12/31/2022] Open
Abstract
Paleobiological reconstructions based on molecular fossils may be limited by degradation processes causing differential preservation of biomolecules, the distinct taxonomic specificity of each biomolecule type, and analytical biases. Here, we combined the analysis of DNA, proteins and lipid biomarkers using 16S and 18S rRNA gene metabarcoding, metaproteomics and lipid analysis to reconstruct the taxonomic composition and metabolisms of a desiccated microbial mat from the McMurdo Ice Shelf (MIS) (Antarctica) dated ~1,000 years BP. The different lability, taxonomic resolution and analytical bias of each biomolecule type led to a distinct microbial community profile. DNA analysis showed selective preservation of DNA remnants from the most resistant taxa (e.g., spore-formers). In contrast, the proteins profile revealed microorganisms missed by DNA sequencing, such as Cyanobacteria, and showed a microbial composition similar to fresh microbial mats in the MIS. Lipid hydrocarbons also confirmed Cyanobacteria and suggested the presence of mosses or vascular plant remnants from a period in Antarctica when the climate was warmer (e.g., Mid-Miocene or Eocene). The combined analysis of the three biomolecule types also revealed diverse metabolisms that operated in the microbial mat before desiccation: oxygenic and anoxygenic photosynthesis, nitrogen fixation, nitrification, denitrification, sulfur reduction and oxidation, and methanogenesis. Therefore, the joint analysis of DNA, proteins and lipids resulted in a powerful approach that improved taxonomic and metabolic reconstructions overcoming information gaps derived from using individual biomolecules types.
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Affiliation(s)
- María Ángeles Lezcano
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir, Madrid, Spain
- *Correspondence: María Ángeles Lezcano,
| | | | - Antonio Quesada
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir, Madrid, Spain
- Departamento de Biología, C. Darwin 2, Universidad Autónoma de Madrid, Madrid, Spain
| | - Daniel Carrizo
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir, Madrid, Spain
| | | | | | - Víctor Parro
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir, Madrid, Spain
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29
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Ghanam J, Chetty VK, Barthel L, Reinhardt D, Hoyer PF, Thakur BK. DNA in extracellular vesicles: from evolution to its current application in health and disease. Cell Biosci 2022; 12:37. [PMID: 35346363 PMCID: PMC8961894 DOI: 10.1186/s13578-022-00771-0] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 03/07/2022] [Indexed: 02/08/2023] Open
Abstract
Extracellular vesicle (EV) secretion is a highly conserved evolutionary trait in all organisms in the three domains of life. The packaging and release of EVs appears to be a bulk-flow process which takes place mainly under extreme conditions. EVs participate in horizontal gene transfer, which supports the survival of prokaryotic and eukaryotic microbes. In higher eukaryotes, almost all cells secrete a heterogeneous population of EVs loaded with various biomolecules. EV secretion is typically higher in cancer microenvironments, promoting tumor progression and metastasis. EVs are now recognized as additional mediators of autocrine and paracrine communication in health and disease. In this context, proteins and RNAs have been studied the most, but extracellular vesicle DNA (EV-DNA) has started to gain in importance in the last few years. In this review, we summarize new findings related to the loading mechanism(s), localization, and post-shedding function of EV-DNA. We also discuss the feasibility of using EV-DNA as a biomarker when performing a liquid biopsy, at the same time emphasizing the lack of data from clinical trials in this regard. Finally, we outline the potential of EV-DNA uptake and its interaction with the host genome as a promising tool for understanding the mechanisms of cancer evolution. Protecting DNA in membrane vesicles seems to be a conserved phenomenon for the horizontal genetic flux between prokaryotes and lower eukaryotes. Capturing and analyzing this vesicular DNA enables quick and non-invasive monitoring of natural ecosystems. Cancer-derived extracellular vesicles containing DNA open up novel directions in cell-to-cell communication and therefore disease monitoring. Complex and fluctuating conditions of the tumor microenvironment, mimicking natural ecosystems, could favor EV-DNA release, mediating tumor multi-clonal evolution and providing survival benefits.
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Affiliation(s)
- Jamal Ghanam
- Department of Pediatrics III, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Venkatesh Kumar Chetty
- Department of Pediatrics III, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Lennart Barthel
- Department of Neurosurgery and Spine Surgery, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, 45147, Essen, Germany.,Institute of Medical Psychology and Behavioral Immunobiology, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, 45147, Essen, Germany
| | - Dirk Reinhardt
- Department of Pediatrics III, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Peter-Friedrich Hoyer
- Department of Pediatrics II, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Basant Kumar Thakur
- Department of Pediatrics III, University Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany.
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30
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Morais DAA, Cavalcante JVF, Monteiro SS, Pasquali MAB, Dalmolin RJS. MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences. Front Genet 2022; 13:814437. [PMID: 35330728 PMCID: PMC8940201 DOI: 10.3389/fgene.2022.814437] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 02/09/2022] [Indexed: 11/24/2022] Open
Abstract
Metagenomic studies unravel details about the taxonomic composition and the functions performed by microbial communities. As a complete metagenomic analysis requires different tools for different purposes, the selection and setup of these tools remain challenging. Furthermore, the chosen toolset will affect the accuracy, the formatting, and the functional identifiers reported in the results, impacting the results interpretation and the biological answer obtained. Thus, we surveyed state-of-the-art tools available in the literature, created simulated datasets, and performed benchmarks to design a sensitive and flexible metagenomic analysis pipeline. Here we present MEDUSA, an efficient pipeline to conduct comprehensive metagenomic analyses. It performs preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data, supporting user-built dictionaries to transfer annotations to any functional identifier. MEDUSA includes several tools, as fastp, Bowtie2, DIAMOND, Kaiju, MEGAHIT, and a novel tool implemented in Python to transfer annotations to BLAST/DIAMOND alignment results. These tools are installed via Conda, and the workflow is managed by Snakemake, easing the setup and execution. Compared with MEGAN 6 Community Edition, MEDUSA correctly identifies more species, especially the less abundant, and is more suited for functional analysis using Gene Ontology identifiers.
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Affiliation(s)
- Diego A. A. Morais
- Bioinformatics Multidisciplinary Environment, Federal University of Rio Grande do Norte, Natal, Brazil
| | - João V. F. Cavalcante
- Bioinformatics Multidisciplinary Environment, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Shênia S. Monteiro
- Graduate Program in Engineering and Natural Resources Management, Federal University of Campina Grande, Campina Grande, Brazil
| | - Matheus A. B. Pasquali
- Graduate Program in Engineering and Natural Resources Management, Federal University of Campina Grande, Campina Grande, Brazil
- Academic Food Engineering Unit, Federal University of Campina Grande, Campina Grande, Brazil
| | - Rodrigo J. S. Dalmolin
- Bioinformatics Multidisciplinary Environment, Federal University of Rio Grande do Norte, Natal, Brazil
- Department of Biochemistry, Federal University of Rio Grande do Norte, Natal, Brazil
- *Correspondence: Rodrigo J. S. Dalmolin,
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31
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Development of Quantitative Real-Time PCR for Detecting Environmental DNA Derived from Marine Macrophytes and Its Application to a Field Survey in Hiroshima Bay, Japan. WATER 2022. [DOI: 10.3390/w14050827] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The sequestration and storage of carbon dioxide by marine macrophytes is called blue carbon; this ecosystem function of coastal marine ecosystems constitutes an important countermeasure to global climate change. The contribution of marine macrophytes to blue carbon requires a detailed examination of the organic carbon stock released by these macrophytes. Here, we introduce a quantitative real-time polymerase chain reaction (qPCR)-based environmental DNA (eDNA) system for the species-specific detection of marine macrophytes. and report its application in a field survey in Hiroshima Bay, Japan. A method of qPCR-based quantification was developed for mangrove, seagrass, Phaeophyceae, Rhodophyta and Chlorophyta species, or species-complex, collected from the Japanese coast to investigate their dynamics after they wither and die in the marine environment. A trial of the designed qPCR system was conducted using sediment samples from Hiroshima Bay. Ulva spp. were abundant in coastal areas of the bay, yet their eDNA in the sediments was scarce. In contrast, Zostera marina and the Sargassum subgenus Bactrophycus spp. were found at various sites in the bay, and high amounts of their eDNA were detected in the sediments. These results suggest that the fate of macrophyte-derived organic carbon after death varies among species.
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Microstratigraphic preservation of ancient faunal and hominin DNA in Pleistocene cave sediments. Proc Natl Acad Sci U S A 2022; 119:2113666118. [PMID: 34969841 PMCID: PMC8740756 DOI: 10.1073/pnas.2113666118] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/01/2021] [Indexed: 01/26/2023] Open
Abstract
DNA preserved in sediments has emerged as an important source of information about past ecosystems, independent of the discovery of skeletal remains. However, little is known about the sources of sediment DNA, the factors affecting its long-term preservation, and the extent to which it may be translocated after deposition. Here, we show that impregnated blocks of intact sediment are excellent archives of DNA. DNA distribution is highly heterogeneous at the microscale in the cave sediment we studied, suggesting that postdepositional movement of DNA is unlikely to be a common phenomenon in cases where the stratigraphy is undisturbed. Combining micromorphological analysis with microstratigraphic retrieval of ancient DNA therefore allows genetic information to be associated with the detailed archaeological and ecological record preserved in sediments. Ancient DNA recovered from Pleistocene sediments represents a rich resource for the study of past hominin and environmental diversity. However, little is known about how DNA is preserved in sediments and the extent to which it may be translocated between archaeological strata. Here, we investigate DNA preservation in 47 blocks of resin-impregnated archaeological sediment collected over the last four decades for micromorphological analyses at 13 prehistoric sites in Europe, Asia, Africa, and North America and show that such blocks can preserve DNA of hominins and other mammals. Extensive microsampling of sediment blocks from Denisova Cave in the Altai Mountains reveals that the taxonomic composition of mammalian DNA differs drastically at the millimeter-scale and that DNA is concentrated in small particles, especially in fragments of bone and feces (coprolites), suggesting that these are substantial sources of DNA in sediments. Three microsamples taken in close proximity in one of the blocks yielded Neanderthal DNA from at least two male individuals closely related to Denisova 5, a Neanderthal toe bone previously recovered from the same layer. Our work indicates that DNA can remain stably localized in sediments over time and provides a means of linking genetic information to the archaeological and ecological records on a microstratigraphic scale.
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Cowart DA, Murphy KR, Cheng CHC. Environmental DNA from Marine Waters and Substrates: Protocols for Sampling and eDNA Extraction. Methods Mol Biol 2022; 2498:225-251. [PMID: 35727547 DOI: 10.1007/978-1-0716-2313-8_11] [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] [Indexed: 06/15/2023]
Abstract
Environmental DNA (eDNA) analysis has emerged in recent years as a powerful tool for the detection, monitoring, and characterization of aquatic metazoan communities, including vulnerable species. The rapid rate of adopting the eDNA approach across diverse habitats and taxonomic groups attests to its value for a wide array of investigative goals, from understanding natural or changing biodiversity to informing on conservation efforts at local and global scales. Regardless of research objectives, eDNA workflows commonly include the following essential steps: environmental sample acquisition, processing and preservation of samples, and eDNA extraction, followed by eDNA sequencing library preparation, high-capacity sequencing and sequence data analysis, or other methods of genetic detection. In this chapter, we supply instructional details for the early steps in the workflow to facilitate researchers considering adopting eDNA analysis to address questions in marine environments. Specifically, we detail sampling, preservation, extraction, and quantification protocols for eDNA originating from marine water, shallow substrates, and deeper sediments. eDNA is prone to degradation and loss, and to contamination through improper handling; these factors crucially influence the outcome and validity of an eDNA study. Thus, we also provide guidance on avoiding these pitfalls. Following extraction, purified eDNA is often sequenced on massively parallel sequencing platforms for comprehensive faunal diversity assessment using a metabarcoding or metagenomic approach, or for the detection and quantification of specific taxa by qPCR methods. These components of the workflow are project-specific and thus not included in this chapter. Instead, we briefly touch on the preparation of eDNA libraries and discuss comparisons between sequencing approaches to aid considerations in project design.
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Affiliation(s)
- Dominique A Cowart
- Company for Open Ocean Observations and Logging (COOOL), Saint Leu, La Réunion, France
| | - Katherine R Murphy
- Laboratories of Analytical Biology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - C-H Christina Cheng
- Department of Evolution, Ecology, and Behavior, University of Illinois at Urbana - Champaign, Urbana, IL, USA.
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Torgersen CE, Le Pichon C, Fullerton AH, Dugdale SJ, Duda JJ, Giovannini F, Tales É, Belliard J, Branco P, Bergeron NE, Roy ML, Tonolla D, Lamouroux N, Capra H, Baxter CV. Riverscape approaches in practice: perspectives and applications. Biol Rev Camb Philos Soc 2021; 97:481-504. [PMID: 34758515 DOI: 10.1111/brv.12810] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 10/12/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022]
Abstract
Landscape perspectives in riverine ecology have been undertaken increasingly in the last 30 years, leading aquatic ecologists to develop a diverse set of approaches for conceptualizing, mapping and understanding 'riverscapes'. Spatiotemporally explicit perspectives of rivers and their biota nested within the socio-ecological landscape now provide guiding principles and approaches in inland fisheries and watershed management. During the last two decades, scientific literature on riverscapes has increased rapidly, indicating that the term and associated approaches are serving an important purpose in freshwater science and management. We trace the origins and theoretical foundations of riverscape perspectives and approaches and examine trends in the published literature to assess the state of the science and demonstrate how they are being applied to address recent challenges in the management of riverine ecosystems. We focus on approaches for studying and visualizing rivers and streams with remote sensing, modelling and sampling designs that enable pattern detection as seen from above (e.g. river channel, floodplain, and riparian areas) but also into the water itself (e.g. aquatic organisms and the aqueous environment). Key concepts from landscape ecology that are central to riverscape approaches are heterogeneity, scale (resolution, extent and scope) and connectivity (structural and functional), which underpin spatial and temporal aspects of study design, data collection and analysis. Mapping of physical and biological characteristics of rivers and floodplains with high-resolution, spatially intensive techniques improves understanding of the causes and ecological consequences of spatial patterns at multiple scales. This information is crucial for managing river ecosystems, especially for the successful implementation of conservation, restoration and monitoring programs. Recent advances in remote sensing, field-sampling approaches and geospatial technology are making it increasingly feasible to collect high-resolution data over larger scales in space and time. We highlight challenges and opportunities and discuss future avenues of research with emerging tools that can potentially help to overcome obstacles to collecting, analysing and displaying these data. This synthesis is intended to help researchers and resource managers understand and apply these concepts and approaches to address real-world problems in freshwater management.
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Affiliation(s)
- Christian E Torgersen
- U.S. Geological Survey, Forest and Rangeland Ecosystem Science Center, Cascadia Field Station, University of Washington, School of Environmental and Forest Sciences, Box 352100, Seattle, WA, 98195, U.S.A
| | - Céline Le Pichon
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Aimee H Fullerton
- NOAA, National Marine Fisheries Service, Northwest Fisheries Science Center, Fish Ecology Division, 2725 Montlake Blvd. E., Seattle, WA, 98112, U.S.A
| | - Stephen J Dugdale
- School of Geography, University of Nottingham, University Park, Nottingham, NG7 2RD, U.K
| | - Jeffrey J Duda
- U.S. Geological Survey, Western Fisheries Research Center, 6505 NE 65th St., Seattle, WA, 98115, U.S.A
| | - Floriane Giovannini
- INRAE, DipSO (Directorate for Open Science), 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Évelyne Tales
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Jérôme Belliard
- INRAE, HYCAR, Université Paris-Saclay, 1 rue Pierre Gilles de Gennes, CS 10030, Antony Cedex, 92761, France
| | - Paulo Branco
- Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade de Lisboa, Lisbon, 1349-017, Portugal
| | - Normand E Bergeron
- Institut National de la Recherche Scientifique, Centre Eau Terre Environnement, 490 rue de la Couronne, Québec, QC, G1K 9A9, Canada
| | - Mathieu L Roy
- Environment and Climate Change Canada, 1550 Av. d'Estimauville, Québec, QC, G1J 0C3, Canada
| | - Diego Tonolla
- Institute of Natural Resource Sciences, Zurich University of Applied Sciences, Grüental, Wädenswil, 8820, Switzerland
| | - Nicolas Lamouroux
- INRAE, RiverLy, 5 rue de la Doua, CS 20244, Villeurbanne Cedex, 69625, France
| | - Hervé Capra
- INRAE, RiverLy, 5 rue de la Doua, CS 20244, Villeurbanne Cedex, 69625, France
| | - Colden V Baxter
- Stream Ecology Center, Department of Biological Sciences, Idaho State University, Pocatello, ID, 83209, U.S.A
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Carvalho CS, de Oliveira ME, Rodriguez-Castro KG, Saranholi BH, Galetti PM. Efficiency of eDNA and iDNA in assessing vertebrate diversity and its abundance. Mol Ecol Resour 2021; 22:1262-1273. [PMID: 34724330 DOI: 10.1111/1755-0998.13543] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 10/20/2022]
Abstract
Environmental DNA (eDNA) and invertebrate-derived DNA (iDNA) have been increasingly recognized as powerful tools for biodiversity assessment and conservation management. However, eDNA/iDNA efficiency for vertebrate diversity assessment remains uncertain, and comparisons to conventional methods are still rare. Through a meta-analysis of previously published vertebrate diversity surveys, we compared the efficiency of eDNA/iDNA against conventional methods across several types of samplers, vertebrate groups, and locations (tropical vs. temperate zones). We also assess eDNA/iDNA efficiency to estimate relative abundance or biomass over different molecular methods (qPCR and metabarcoding) and type of experiment (in the laboratory or in the field). We showed that for water sampler, fish as a target species, and studies achieved in temperate zones, eDNA presents lower risk of not detecting a species or a site with a target species than conventional methods. These results show that eDNA is an efficient tool to assess fish diversity. Moreover, eDNA data presents positive correlation with fish abundance or biomass. However, such correlation was higher in laboratory experiments than in the field. For the other samplers, vertebrate groups, and in tropical zones we were not able to draw general conclusion, highlighting the urgency of conducting more comparative studies.
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Affiliation(s)
- Carolina S Carvalho
- Departamento de Genética e Evolução, Universidade Federal de São Carlos, São Carlos, SP, Brazil.,Instituto Tecnológico Vale, Belém, PA, Brazil
| | | | - Karen Giselle Rodriguez-Castro
- Departamento de Genética e Evolução, Universidade Federal de São Carlos, São Carlos, SP, Brazil.,Facultad de Ciencias Básicas e Ingeniería, Universidad de los Llanos, Villavicencio, Colombia
| | - Bruno H Saranholi
- Departamento de Genética e Evolução, Universidade Federal de São Carlos, São Carlos, SP, Brazil.,Department of Life Sciences, Imperial College London, London, UK
| | - Pedro M Galetti
- Departamento de Genética e Evolução, Universidade Federal de São Carlos, São Carlos, SP, Brazil
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Foster NR, van Dijk KJ, Biffin E, Young JM, Thomson VA, Gillanders BM, Jones AR, Waycott M. A Multi-Gene Region Targeted Capture Approach to Detect Plant DNA in Environmental Samples: A Case Study From Coastal Environments. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.735744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Metabarcoding of plant DNA recovered from environmental samples, termed environmental DNA (eDNA), has been used to detect invasive species, track biodiversity changes, and reconstruct past ecosystems. The P6 loop of the trnL intron is the most widely utilised gene region for metabarcoding plants due to the short fragment length and subsequent ease of recovery from degraded DNA, which is characteristic of environmental samples. However, the taxonomic resolution for this gene region is limited, often precluding species level identification. Additionally, targeting gene regions using universal primers can bias results as some taxa will amplify more effectively than others. To increase the ability of DNA metabarcoding to better resolve flowering plant species (angiosperms) within environmental samples, and reduce bias in amplification, we developed a multi-gene targeted capture method that simultaneously targets 20 chloroplast gene regions in a single assay across all flowering plant species. Using this approach, we effectively recovered multiple chloroplast gene regions for three species within artificial DNA mixtures down to 0.001 ng/μL of DNA. We tested the detection level of this approach, successfully recovering target genes for 10 flowering plant species. Finally, we applied this approach to sediment samples containing unknown compositions of eDNA and confidently detected plant species that were later verified with observation data. Targeting multiple chloroplast gene regions in environmental samples, enabled species-level information to be recovered from complex DNA mixtures. Thus, the method developed here, confers an improved level of data on community composition, which can be used to better understand flowering plant assemblages in environmental samples.
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From Water into Sediment-Tracing Freshwater Cyanobacteria via DNA Analyses. Microorganisms 2021; 9:microorganisms9081778. [PMID: 34442857 PMCID: PMC8400057 DOI: 10.3390/microorganisms9081778] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 08/17/2021] [Accepted: 08/19/2021] [Indexed: 01/04/2023] Open
Abstract
Sedimentary ancient DNA-based studies have been used to probe centuries of climate and environmental changes and how they affected cyanobacterial assemblages in temperate lakes. Due to cyanobacteria containing potential bloom-forming and toxin-producing taxa, their approximate reconstruction from sediments is crucial, especially in lakes lacking long-term monitoring data. To extend the resolution of sediment record interpretation, we used high-throughput sequencing, amplicon sequence variant (ASV) analysis, and quantitative PCR to compare pelagic cyanobacterial composition to that in sediment traps (collected monthly) and surface sediments in Lake Tiefer See. Cyanobacterial composition, species richness, and evenness was not significantly different among the pelagic depths, sediment traps and surface sediments (p > 0.05), indicating that the cyanobacteria in the sediments reflected the cyanobacterial assemblage in the water column. However, total cyanobacterial abundances (qPCR) decreased from the metalimnion down the water column. The aggregate-forming (Aphanizomenon) and colony-forming taxa (Snowella) showed pronounced sedimentation. In contrast, Planktothrix was only very poorly represented in sediment traps (meta- and hypolimnion) and surface sediments, despite its highest relative abundance at the thermocline (10 m water depth) during periods of lake stratification (May–October). We conclude that this skewed representation in taxonomic abundances reflects taphonomic processes, which should be considered in future DNA-based paleolimnological investigations.
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Ogata M, Masuda R, Harino H, Sakata MK, Hatakeyama M, Yokoyama K, Yamashita Y, Minamoto T. Environmental DNA preserved in marine sediment for detecting jellyfish blooms after a tsunami. Sci Rep 2021; 11:16830. [PMID: 34417484 PMCID: PMC8379222 DOI: 10.1038/s41598-021-94286-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023] Open
Abstract
Environmental DNA (eDNA) can be a powerful tool for detecting the distribution and abundance of target species. This study aimed to test the longevity of eDNA in marine sediment through a tank experiment and to use this information to reconstruct past faunal occurrence. In the tank experiment, juvenile jack mackerel (Trachurus japonicus) were kept in flow-through tanks with marine sediment for two weeks. Water and sediment samples from the tanks were collected after the removal of fish. In the field trial, sediment cores were collected in Moune Bay, northeast Japan, where unusual blooms of jellyfish (Aurelia sp.) occurred after a tsunami. The samples were analyzed by layers to detect the eDNA of jellyfish. The tank experiment revealed that after fish were removed, eDNA was not present in the water the next day, or subsequently, whereas eDNA was detectable in the sediment for 12 months. In the sediment core samples, jellyfish eDNA was detected at high concentrations above the layer with the highest content of polycyclic aromatic hydrocarbons, reflecting tsunami-induced oil spills. Thus, marine sediment eDNA preserves a record of target species for at least one year and can be used to reconstruct past faunal occurrence.
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Affiliation(s)
- Mizuki Ogata
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan ,Benesse Corporation, 3-7-17 Minamigata, Kitaku, Okayama 700-8686 Japan
| | - Reiji Masuda
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan
| | - Hiroya Harino
- grid.444507.60000 0001 0424 8271Department of Human Sciences, Kobe College, 4-1 Okadayama, Nishinomiya, Hyogo 662-8508 Japan
| | - Masayuki K. Sakata
- grid.31432.370000 0001 1092 3077Graduate School of Human Development and Environment, Kobe University, 3-11 Tsurukabuto, Nada-ku, Kobe, Hyogo 657-8501 Japan
| | - Makoto Hatakeyama
- Non-Profit Organization Mori-Umi, Nishi-Moune, Karakuwa, Kesennuma, Miyagi 988-0527 Japan
| | - Katsuhide Yokoyama
- grid.265074.20000 0001 1090 2030Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji, Tokyo 092-0397 Japan
| | - Yoh Yamashita
- grid.258799.80000 0004 0372 2033Maizuru Fisheries Research Station, Field Science Education and Research Center, Kyoto University, Nagahama, Maizuru, Kyoto 625-0086 Japan
| | - Toshifumi Minamoto
- grid.31432.370000 0001 1092 3077Graduate School of Human Development and Environment, Kobe University, 3-11 Tsurukabuto, Nada-ku, Kobe, Hyogo 657-8501 Japan
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Feist SM, Lance RF. Advanced molecular-based surveillance of quagga and zebra mussels: A review of environmental DNA/RNA (eDNA/eRNA) studies and considerations for future directions. NEOBIOTA 2021. [DOI: 10.3897/neobiota.66.60751] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Sensitive methods, capable of rapidly and accurately detecting aquatic invasive species, are in demand. Molecular-based approaches, such as environmental DNA (eDNA) surveys, satisfy these requirements and have grown in popularity. As such, eDNA surveys could aid the effort to combat the colonisation and spread of two notoriously invasive freshwater mussel species, the quagga mussel (Dreissena rostriformis bugensis) and zebra mussel (D. polymorpha), through improved surveillance ability. Here, we provide a review of dreissenid eDNA literature (both grey and published), summarising efforts involved in the development of various assays for use in multiple different technologies (e.g. quantitative PCR, high-throughput sequencing and loop-mediated isothermal amplification) and sampling scenarios. We discuss important discoveries made along the way, including novel revelations involving environmental RNA (eRNA), as well as the advantages and limitations of available methods and instrumentation. In closing, we highlight critical remaining gaps, where further investigation could lead to advancements in dreissenid monitoring capacity.
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Gelabert P, Sawyer S, Bergström A, Margaryan A, Collin TC, Meshveliani T, Belfer-Cohen A, Lordkipanidze D, Jakeli N, Matskevich Z, Bar-Oz G, Fernandes DM, Cheronet O, Özdoğan KT, Oberreiter V, Feeney RNM, Stahlschmidt MC, Skoglund P, Pinhasi R. Genome-scale sequencing and analysis of human, wolf, and bison DNA from 25,000-year-old sediment. Curr Biol 2021; 31:3564-3574.e9. [PMID: 34256019 PMCID: PMC8409484 DOI: 10.1016/j.cub.2021.06.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 04/23/2021] [Accepted: 06/09/2021] [Indexed: 01/07/2023]
Abstract
Cave sediments have been shown to preserve ancient DNA but so far have not yielded the genome-scale information of skeletal remains. We retrieved and analyzed human and mammalian nuclear and mitochondrial environmental "shotgun" genomes from a single 25,000-year-old Upper Paleolithic sediment sample from Satsurblia cave, western Georgia:first, a human environmental genome with substantial basal Eurasian ancestry, which was an ancestral component of the majority of post-Ice Age people in the Near East, North Africa, and parts of Europe; second, a wolf environmental genome that is basal to extant Eurasian wolves and dogs and represents a previously unknown, likely extinct, Caucasian lineage; and third, a European bison environmental genome that is basal to present-day populations, suggesting that population structure has been substantially reshaped since the Last Glacial Maximum. Our results provide new insights into the Late Pleistocene genetic histories of these three species and demonstrate that direct shotgun sequencing of sediment DNA, without target enrichment methods, can yield genome-wide data informative of ancestry and phylogenetic relationships.
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Affiliation(s)
- Pere Gelabert
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria.
| | - Susanna Sawyer
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Anders Bergström
- Ancient Genomics Laboratory, Francis Crick Institute, London, UK.
| | - Ashot Margaryan
- Center for Evolutionary Hologenomics, University of Copenhagen, Copenhagen, Denmark
| | - Thomas C Collin
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Tengiz Meshveliani
- Georgian National Museum, Institute of Paleoanthropology and Paleobiology, Tbilisi, Georgia
| | - Anna Belfer-Cohen
- Institute of Archaeology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - David Lordkipanidze
- Georgian National Museum, Institute of Paleoanthropology and Paleobiology, Tbilisi, Georgia
| | - Nino Jakeli
- Georgian National Museum, Institute of Paleoanthropology and Paleobiology, Tbilisi, Georgia
| | | | - Guy Bar-Oz
- Zinman Institute of Archaeology, University of Haifa, Haifa, Israel
| | - Daniel M Fernandes
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria; CIAS, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Olivia Cheronet
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Kadir T Özdoğan
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Victoria Oberreiter
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | | | - Mareike C Stahlschmidt
- Department of Human Evolution, Max-Planck-Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Pontus Skoglund
- Ancient Genomics Laboratory, Francis Crick Institute, London, UK.
| | - Ron Pinhasi
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria.
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Pedersen MW, De Sanctis B, Saremi NF, Sikora M, Puckett EE, Gu Z, Moon KL, Kapp JD, Vinner L, Vardanyan Z, Ardelean CF, Arroyo-Cabrales J, Cahill JA, Heintzman PD, Zazula G, MacPhee RDE, Shapiro B, Durbin R, Willerslev E. Environmental genomics of Late Pleistocene black bears and giant short-faced bears. Curr Biol 2021; 31:2728-2736.e8. [PMID: 33878301 DOI: 10.1016/j.cub.2021.04.027] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/31/2021] [Accepted: 04/12/2021] [Indexed: 10/21/2022]
Abstract
Analysis of ancient environmental DNA (eDNA) has revolutionized our ability to describe biological communities in space and time,1-3 by allowing for parallel sequencing of DNA from all trophic levels.4-8 However, because environmental samples contain sparse and fragmented data from multiple individuals, and often contain closely related species,9 the field of ancient eDNA has so far been limited to organellar genomes in its contribution to population and phylogenetic studies.5,6,10,11 This is in contrast to data from fossils12,13 where full-genome studies are routine, despite these being rare and their destruction for sequencing undesirable.14-16 Here, we report the retrieval of three low-coverage (0.03×) environmental genomes from American black bear (Ursus americanus) and a 0.04× environmental genome of the extinct giant short-faced bear (Arctodus simus) from cave sediment samples from northern Mexico dated to 16-14 thousand calibrated years before present (cal kyr BP), which we contextualize with a new high-coverage (26×) and two lower-coverage giant short-faced bear genomes obtained from fossils recovered from Yukon Territory, Canada, which date to ∼22-50 cal kyr BP. We show that the Late Pleistocene black bear population in Mexico is ancestrally related to the present-day Eastern American black bear population, and that the extinct giant short-faced bears present in Mexico were deeply divergent from the earlier Beringian population. Our findings demonstrate the ability to separately analyze genomic-scale DNA sequences of closely related species co-preserved in environmental samples, which brings the use of ancient eDNA into the era of population genomics and phylogenetics.
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Affiliation(s)
- Mikkel Winther Pedersen
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Bianca De Sanctis
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, UK; Department of Genetics, University of Cambridge, Downing Street, Cambridge CB2 3EJ, UK
| | - Nedda F Saremi
- Department of Biomolecular Engineering and Bioinformatics, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Martin Sikora
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Emily E Puckett
- Department of Biological Sciences, University of Memphis, 3770 Walker Avenue, Ellington Hall, Memphis, TN 38152, USA
| | - Zhenquan Gu
- State Key Laboratory of Tibetan Plateau Earth System Science (LATPES), Beijing 100101, China
| | - Katherine L Moon
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Joshua D Kapp
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Lasse Vinner
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Zaruhi Vardanyan
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Ciprian F Ardelean
- Unidad Académica de Antropología, Universidad Autónoma de Zacatecas, Campus II, Col. Progreso, 98066 Zacatecas, Mexico; The Archaeology Centre, Department of Anthropology, University of Toronto, 19 Ursula Franklin Street, Toronto, ON M5S 2S2, Canada
| | - Joaquin Arroyo-Cabrales
- Laboratorio de Arqueozoologia, Subdireccion de Laboratorios y Apoyo Academico, Instituto Nacional de Antropologia e Historia, Moneda 16, Col. Centro, 06060 Mexico, CdMx, Mexico
| | - James A Cahill
- Laboratory of the Neurogenetics of Language, Rockefeller University, New York, NY, USA
| | - Peter D Heintzman
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, PO Box 6050, Langnes, N-9037 Tromsø, Norway
| | - Grant Zazula
- Yukon Palaeontology Program, Department of Tourism & Culture, Government of Yukon, Whitehorse, YT Y1A 2C6, Canada
| | - Ross D E MacPhee
- Department of Mammalogy, American Museum of Natural History, New York, NY 12484, USA; American Museum of Natural History, New York, NY, USA
| | - Beth Shapiro
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, Santa Cruz, CA, USA; Howard Hughes Medical Institute, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Richard Durbin
- Department of Genetics, University of Cambridge, Downing Street, Cambridge CB2 3EJ, UK; Wellcome Sanger Institute, Cambridge CB10 1SA, UK
| | - Eske Willerslev
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark; Department of Zoology, University of Cambridge, Downing Street, Cambridge CB2 3EJ, UK; Wellcome Sanger Institute, Cambridge CB10 1SA, UK; MARUM, University of Bremen, Bremen, Germany.
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Lentz DL, Hamilton TL, Dunning NP, Tepe EJ, Scarborough VL, Meyers SA, Grazioso L, Weiss AA. Environmental DNA reveals arboreal cityscapes at the Ancient Maya Center of Tikal. Sci Rep 2021; 11:12725. [PMID: 34135357 PMCID: PMC8209062 DOI: 10.1038/s41598-021-91620-6] [Citation(s) in RCA: 8] [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: 02/15/2021] [Accepted: 05/27/2021] [Indexed: 02/05/2023] Open
Abstract
Tikal, a major city of the ancient Maya world, has been the focus of archaeological research for over a century, yet the interactions between the Maya and the surrounding Neotropical forests remain largely enigmatic. This study aimed to help fill that void by using a powerful new technology, environmental DNA analysis, that enabled us to characterize the site core vegetation growing in association with the artificial reservoirs that provided the city water supply. Because the area has no permanent water sources, such as lakes or rivers, these reservoirs were key to the survival of the city, especially during the population expansion of the Classic period (250-850 CE). In the absence of specific evidence, the nature of the vegetation surrounding the reservoirs has been the subject of scientific hypotheses and artistic renderings for decades. To address these hypotheses we captured homologous sequences of vascular plant DNA extracted from reservoir sediments by using a targeted enrichment approach involving 120-bp genetic probes. Our samples encompassed the time before, during and after the occupation of Tikal (1000 BCE-900 CE). Results indicate that the banks of the ancient reservoirs were primarily fringed with native tropical forest vegetation rather than domesticated species during the Maya occupation.
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Affiliation(s)
- David L Lentz
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA.
| | - Trinity L Hamilton
- Department of Plant and Microbial Biology and the BioTechnology Institute, University of Minnesota, St. Paul, MN, 55108, USA
| | - Nicholas P Dunning
- Department of Geography and GIS, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Eric J Tepe
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Vernon L Scarborough
- Department of Anthropology, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Stephanie A Meyers
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221, USA
| | - Liwy Grazioso
- Department of Archaeology, Universidad de San Carlos de Guatemala, Ciudad Universitaria, 01012, Guatemala, Guatemala
| | - Alison A Weiss
- Department of Molecular Genetics, Biochemistry and Microbiology, University of Cincinnati, Cincinnati, OH, 45267, USA.
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43
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Woodell JD, Neiman M, Levri EP. Matching a snail's pace: successful use of environmental DNA techniques to detect early stages of invasion by the destructive New Zealand mud snail. Biol Invasions 2021; 23:3263-3274. [PMID: 34093071 PMCID: PMC8166578 DOI: 10.1007/s10530-021-02576-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 05/13/2021] [Indexed: 12/27/2022]
Abstract
Early detection of invasive species allows for a more rapid and effective response. Restoration of the native ecosystem after an invasive population has established is expensive and difficult but more likely to succeed when invasions are detected early in the invasion process. Containment efforts to prevent the spread of known invasions also benefit from earlier knowledge of invaded sites. Environmental DNA (eDNA) techniques have emerged as a tool that can identify invasive species at a distinctly earlier time point than traditional methods of detection. Here, we focus on whether eDNA techniques can be successfully applied to detect new invasions by the destructive New Zealand Mud Snail Potamopyrgus antipodarum (NZMS). It is an opportune time to apply eDNA-based detection in P. antipodarum, which is currently expanding its invasive range across eastern North America. We collected water samples from eight sites in central Pennsylvania that prior evidence indicated were not yet invaded by the NZMS but were part of the same watershed as other previously documented invaded sites. We found evidence for NZMS invasion at five of the eight sites, with subsequent physical confirmation of mud snails at one of these sites. This study is the first example of successful application of eDNA to detect a previously unidentified invasive population of NZMS, setting the stage for further monitoring of at-risk sites to detect and control new invasions of this destructive snail. This study also shows potential opportunities for invasion monitoring offered by using low-cost efforts and methods that are adaptable for citizen science.
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Affiliation(s)
- James D. Woodell
- Department of Biology & Department of Gender, Women’s, and Sexuality Studies, University of Iowa, 129 E Jefferson Street, Iowa City, IA 52242 USA
| | - Maurine Neiman
- Department of Biology & Department of Gender, Women’s, and Sexuality Studies, University of Iowa, 129 E Jefferson Street, Iowa City, IA 52242 USA
| | - Edward P. Levri
- Division of Mathematics and Natural Sciences, Penn State - Altoona, 3000 Ivyside Park, Altoona, PA 16601 USA
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44
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Willerslev E, Meltzer DJ. Peopling of the Americas as inferred from ancient genomics. Nature 2021; 594:356-364. [PMID: 34135521 DOI: 10.1038/s41586-021-03499-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 03/26/2021] [Indexed: 02/05/2023]
Abstract
In less than a decade, analyses of ancient genomes have transformed our understanding of the Indigenous peopling and population history of the Americas. These studies have shown that this history, which began in the late Pleistocene epoch and continued episodically into the Holocene epoch, was far more complex than previously thought. It is now evident that the initial dispersal involved the movement from northeast Asia of distinct and previously unknown populations, including some for whom there are no currently known descendants. The first peoples, once south of the continental ice sheets, spread widely, expanded rapidly and branched into multiple populations. Their descendants-over the next fifteen millennia-experienced varying degrees of isolation, admixture, continuity and replacement, and their genomes help to illuminate the relationships among major subgroups of Native American populations. Notably, all ancient individuals in the Americas, save for later-arriving Arctic peoples, are more closely related to contemporary Indigenous American individuals than to any other population elsewhere, which challenges the claim-which is based on anatomical evidence-that there was an early, non-Native American population in the Americas. Here we review the patterns revealed by ancient genomics that help to shed light on the past peoples who created the archaeological landscape, and together lead to deeper insights into the population and cultural history of the Americas.
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Affiliation(s)
- Eske Willerslev
- GeoGenetics Group, Department of Zoology, University of Cambridge, Cambridge, UK. .,Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark. .,Wellcome Trust Sanger Institute, Cambridge, UK.
| | - David J Meltzer
- Lundbeck Foundation GeoGenetics Centre, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark. .,Department of Anthropology, Southern Methodist University, Dallas, TX, USA.
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45
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Zhang M, Cao P, Dai Q, Wang Y, Feng X, Wang H, Wu H, Ko AMS, Mao X, Liu Y, Yu L, Roos C, Nadler T, Xiao W, Bennett EA, Fu Q. Comparative analysis of DNA extraction protocols for ancient soft tissue museum samples. Zool Res 2021; 42:280-286. [PMID: 33855818 PMCID: PMC8175948 DOI: 10.24272/j.issn.2095-8137.2020.377] [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: 11/07/2022] Open
Abstract
DNA studies of endangered or extinct species often rely on ancient or degraded remains. The majority of ancient DNA (aDNA) extraction protocols focus on skeletal elements, with skin and hair samples rarely explored. Similar to that found in bones and teeth, DNA extracted from historical or ancient skin and fur samples is also extremely fragmented with low endogenous content due to natural degradation processes. Thus, the development of effective DNA extraction methods is required for these materials. Here, we compared the performance of two DNA extraction protocols (commercial and custom laboratory aDNA methods) on hair and skin samples from decades-old museum specimens to Iron Age archaeological material. We found that apart from the impact sample-specific taphonomic and handling history has on the quantity and quality of DNA preservation, skin yielded more endogenous DNA than hair of the samples and protocols tested. While both methods recovered DNA from ancient soft tissue, the laboratory method performed better overall in terms of DNA yield and quality, which was primarily due to the poorer performance of the commercial binding buffer in recovering aDNA.
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Affiliation(s)
- Ming Zhang
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China.,University of Chinese Academy of Sciences, Beijing 100049, China
| | - Peng Cao
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China
| | - Qingyan Dai
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China
| | - Yongqiang Wang
- Institute of cultural relics and archaeology in Xinjiang, Urumqi, Xinjiang 830011, China
| | - Xiaotian Feng
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China
| | - Hongru Wang
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China
| | - Hong Wu
- State Key Laboratory for Conservation and Utilization of Bio-resource in Yunnan, Yunnan University, Kunming, Yunnan 650091, China
| | - Albert Min-Shan Ko
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China
| | - Xiaowei Mao
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China
| | - Yichen Liu
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China
| | - Li Yu
- State Key Laboratory for Conservation and Utilization of Bio-resource in Yunnan, Yunnan University, Kunming, Yunnan 650091, China
| | - Christian Roos
- Gene Bank of Primates and Primate Genetics Laboratory, German Primate Center, Leibniz Institute for Primate Research, Göttingen 37077, Germany
| | - Tilo Nadler
- Wildlife Consultant, Cuc Phuong Commune, Nho Quan, Ninh Binh 430000, Vietnam
| | - Wen Xiao
- Institute of Eastern-Himalaya Biodiversity Research, Dali University, Dali, Yunnan 671003, China
| | - E Andrew Bennett
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China. E-mail:
| | - Qiaomei Fu
- Key Laboratory of Vertebrate Evolution and Human Origins, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing 100044, China.,CAS Center for Excellence in Life and Paleoenvironment, Beijing 100044, China.,University of Chinese Academy of Sciences, Beijing 100049, China. E-mail:
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46
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Tang TC, Tham E, Liu X, Yehl K, Rovner AJ, Yuk H, de la Fuente-Nunez C, Isaacs FJ, Zhao X, Lu TK. Hydrogel-based biocontainment of bacteria for continuous sensing and computation. Nat Chem Biol 2021; 17:724-731. [PMID: 33820990 DOI: 10.1038/s41589-021-00779-6] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 02/25/2021] [Indexed: 12/12/2022]
Abstract
Genetically modified microorganisms (GMMs) can enable a wide range of important applications including environmental sensing and responsive engineered living materials. However, containment of GMMs to prevent environmental escape and satisfy regulatory requirements is a bottleneck for real-world use. While current biochemical strategies restrict unwanted growth of GMMs in the environment, there is a need for deployable physical containment technologies to achieve redundant, multi-layered and robust containment. We developed a hydrogel-based encapsulation system that incorporates a biocompatible multilayer tough shell and an alginate-based core. This deployable physical containment strategy (DEPCOS) allows no detectable GMM escape, bacteria to be protected against environmental insults including antibiotics and low pH, controllable lifespan and easy retrieval of genomically recoded bacteria. To highlight the versatility of DEPCOS, we demonstrated that robustly encapsulated cells can execute useful functions, including performing cell-cell communication with other encapsulated bacteria and sensing heavy metals in water samples from the Charles River.
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Affiliation(s)
- Tzu-Chieh Tang
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. .,The Mediated Matter Group, Media Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Eléonore Tham
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Xinyue Liu
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kevin Yehl
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Chemistry and Biochemistry, Miami University, Oxford, OH, USA
| | - Alexis J Rovner
- Wyss Institute for Biologically Inspired Engineering, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Harvard University, Boston, MA, USA
| | - Hyunwoo Yuk
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Cesar de la Fuente-Nunez
- Machine Biology Group, Departments of Psychiatry and Microbiology, Institute for Biomedical Informatics, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Departments of Bioengineering and Chemical and Biomolecular Engineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA.,Penn Institute for Computational Science, University of Pennsylvania, Philadelphia, PA, USA
| | - Farren J Isaacs
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA.,Systems Biology Institute, Yale University, West Haven, CT, USA.,Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Xuanhe Zhao
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Timothy K Lu
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA.
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47
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Visser F, Merten VJ, Bayer T, Oudejans MG, de Jonge DSW, Puebla O, Reusch TBH, Fuss J, Hoving HJT. Deep-sea predator niche segregation revealed by combined cetacean biologging and eDNA analysis of cephalopod prey. SCIENCE ADVANCES 2021; 7:eabf5908. [PMID: 33789903 PMCID: PMC8011969 DOI: 10.1126/sciadv.abf5908] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 02/11/2021] [Indexed: 05/06/2023]
Abstract
Fundamental insight on predator-prey dynamics in the deep sea is hampered by a lack of combined data on hunting behavior and prey spectra. Deep-sea niche segregation may evolve when predators target specific prey communities, but this hypothesis remains untested. We combined environmental DNA (eDNA) metabarcoding with biologging to assess cephalopod community composition in the deep-sea foraging habitat of two top predator cetaceans. Risso's dolphin and Cuvier's beaked whale selectively targeted distinct epi/meso- and bathypelagic foraging zones, holding eDNA of 39 cephalopod taxa, including 22 known prey. Contrary to expectation, extensive taxonomic overlap in prey spectra between foraging zones indicated that predator niche segregation was not driven by prey community composition alone. Instead, intraspecific prey spectrum differences may drive differentiation for hunting fewer, more calorific, mature cephalopods in deeper waters. The novel combination of methods presented here holds great promise to disclose elusive deep-sea predator-prey systems, aiding in their protection.
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Affiliation(s)
- F Visser
- Department of Freshwater and Marine Ecology, IBED, University of Amsterdam, Amsterdam, the Netherlands.
- Department of Coastal Systems, NIOZ Royal Netherlands Institute for Sea Research, Texel, the Netherlands
- Kelp Marine Research, Hoorn, the Netherlands
| | - V J Merten
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - T Bayer
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | | | - D S W de Jonge
- Deep-Sea Ecology and Biogeochemistry Research Group, The Lyell Centre for Earth and Marine Science and Technology, Heriot-Watt University, Edinburgh, United Kingdom
| | - O Puebla
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
- Leibniz Centre for Tropical Marine Research, Bremen, Germany
- Institute for Chemistry and Biology of the Marine Environment, University of Oldenburg, Oldenburg, Germany
| | - T B H Reusch
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - J Fuss
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - H J T Hoving
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
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48
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Environmental palaeogenomic reconstruction of an Ice Age algal population. Commun Biol 2021; 4:220. [PMID: 33594237 PMCID: PMC7887274 DOI: 10.1038/s42003-021-01710-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 01/06/2021] [Indexed: 12/20/2022] Open
Abstract
Palaeogenomics has greatly increased our knowledge of past evolutionary and ecological change, but has been restricted to the study of species that preserve either as or within fossils. Here we show the potential of shotgun metagenomics to reveal population genomic information for a taxon that does not preserve in the body fossil record, the algae Nannochloropsis. We shotgun sequenced two lake sediment samples dated to the Last Glacial Maximum and reconstructed full chloroplast and mitochondrial genomes to explore within-lake population genomic variation. This revealed two major haplogroups for each organellar genome, which could be assigned to known varieties of N. limnetica, although we show that at least three haplotypes were present using our minimum haplotype diversity estimation method. These approaches demonstrate the utility of lake sedimentary ancient DNA (sedaDNA) for population genomic analysis, thereby opening the door to environmental palaeogenomics, which will unlock the full potential of sedaDNA. Lammers et al. use sedimentary ancient DNA to reconstruct palaeogenomes of Nannochloropsis. This study demonstrates the value of sedaDNA for palaeogenomic reconstructions and population genomic analysis.
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49
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Lake Sedimentary DNA Research on Past Terrestrial and Aquatic Biodiversity: Overview and Recommendations. QUATERNARY 2021. [DOI: 10.3390/quat4010006] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The use of lake sedimentary DNA to track the long-term changes in both terrestrial and aquatic biota is a rapidly advancing field in paleoecological research. Although largely applied nowadays, knowledge gaps remain in this field and there is therefore still research to be conducted to ensure the reliability of the sedimentary DNA signal. Building on the most recent literature and seven original case studies, we synthesize the state-of-the-art analytical procedures for effective sampling, extraction, amplification, quantification and/or generation of DNA inventories from sedimentary ancient DNA (sedaDNA) via high-throughput sequencing technologies. We provide recommendations based on current knowledge and best practises.
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50
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Armbrecht L, Hallegraeff G, Bolch CJS, Woodward C, Cooper A. Hybridisation capture allows DNA damage analysis of ancient marine eukaryotes. Sci Rep 2021; 11:3220. [PMID: 33547359 PMCID: PMC7864908 DOI: 10.1038/s41598-021-82578-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 01/20/2021] [Indexed: 11/09/2022] Open
Abstract
Marine sedimentary ancient DNA (sedaDNA) is increasingly used to study past ocean ecosystems, however, studies have been severely limited by the very low amounts of DNA preserved in the subseafloor, and the lack of bioinformatic tools to authenticate sedaDNA in metagenomic data. We applied a hybridisation capture 'baits' technique to target marine eukaryote sedaDNA (specifically, phyto- and zooplankton, 'Planktonbaits1'; and harmful algal bloom taxa, 'HABbaits1'), which resulted in up to 4- and 9-fold increases, respectively, in the relative abundance of eukaryotes compared to shotgun sequencing. We further used the bioinformatic tool 'HOPS' to authenticate the sedaDNA component, establishing a new proxy to assess sedaDNA authenticity, "% eukaryote sedaDNA damage", that is positively correlated with subseafloor depth. We used this proxy to report the first-ever DNA damage profiles from a marine phytoplankton species, the ubiquitous coccolithophore Emiliania huxleyi. Our approach opens new avenues for the detailed investigation of long-term change and evolution of marine eukaryotes over geological timescales.
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Affiliation(s)
- L Armbrecht
- Australian Centre for Ancient DNA, School of Biological Sciences, Faculty of Sciences, The University of Adelaide, Adelaide, SA, Australia.
| | - G Hallegraeff
- Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, TAS, Australia
| | - C J S Bolch
- Institute for Marine and Antarctic Studies, University of Tasmania, Launceston, TAS, Australia
| | - C Woodward
- Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia
| | - A Cooper
- South Australian Museum, Adelaide, SA, Australia
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