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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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Li Z, Duan S, Liu B. Freezing Functional Nucleic Acids: From Molecular Reactions to Surface Immobilization. Chembiochem 2024:e202400416. [PMID: 38979890 DOI: 10.1002/cbic.202400416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/08/2024] [Accepted: 07/08/2024] [Indexed: 07/10/2024]
Abstract
Biochemical reactions are typically slowed down by decreasing temperature. However, accelerated reaction kinetics have been observed for a long time. More recent examples have highlighted the unique role of freezing in fabricating supermaterials, degrading environmental contaminants, and accelerating bioreactions. Functional nucleic acids are DNA or RNA oligonucleotides with versatile properties, including target recognition, catalysis, and molecular co4mputing. In this review, we discuss the current observations and understanding of freezing-facilitated reactions involving functional nucleic acids. Molecular reactions such as ligation/conjugation, cleavage, and hybridization are discussed. Moreover, freezing-induced DNA-nanoparticle conjugations are introduced. Then, we describe our effect in immobilizing DNA on bulk surfaces. Finally, we address some critical questions and research opportunities in the field.
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Affiliation(s)
- Zhenglian Li
- Institute of Analytical Chemistry and Instrument for Life Science, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Siyi Duan
- Institute of Analytical Chemistry and Instrument for Life Science, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
| | - Biwu Liu
- Institute of Analytical Chemistry and Instrument for Life Science, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P. R. China
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3
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Buchwald SZ, Herzschuh U, Nürnberg D, Harms L, Stoof-Leichsenring KR. Plankton community changes during the last 124 000 years in the subarctic Bering Sea derived from sedimentary ancient DNA. THE ISME JOURNAL 2024; 18:wrad006. [PMID: 38365253 PMCID: PMC10811732 DOI: 10.1093/ismejo/wrad006] [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: 10/26/2023] [Revised: 11/01/2023] [Accepted: 11/09/2023] [Indexed: 02/18/2024]
Abstract
Current global warming results in rising sea-water temperatures, and the loss of sea ice in Arctic and subarctic oceans impacts the community composition of primary producers with cascading effects on the food web and potentially on carbon export rates. This study analyzes metagenomic shotgun and diatom rbcL amplicon sequencing data from sedimentary ancient DNA of the subarctic western Bering Sea that records phyto- and zooplankton community changes over the last glacial-interglacial cycles, including the last interglacial period (Eemian). Our data show that interglacial and glacial plankton communities differ, with distinct Eemian and Holocene plankton communities. The generally warm Holocene period is dominated by picosized cyanobacteria and bacteria-feeding heterotrophic protists, while the Eemian period is dominated by eukaryotic picosized chlorophytes and Triparmaceae. By contrast, the glacial period is characterized by microsized phototrophic protists, including sea ice-associated diatoms in the family Bacillariaceae and co-occurring diatom-feeding crustaceous zooplankton. Our deep-time record of plankton community changes reveals a long-term decrease in phytoplankton cell size coeval with increasing temperatures, resembling community changes in the currently warming Bering Sea. The phytoplankton community in the warmer-than-present Eemian period is distinct from modern communities and limits the use of the Eemian as an analog for future climate scenarios. However, under enhanced future warming, the expected shift toward the dominance of small-sized phytoplankton and heterotrophic protists might result in an increased productivity, whereas the community's potential of carbon export will be decreased, thereby weakening the subarctic Bering Sea's function as an effective carbon sink.
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Affiliation(s)
- Stella Z Buchwald
- Polar Terrestrial Environmental Systems, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam D-14473, Germany
- Department of Earth System Sciences, Universität Hamburg, Hamburg D-20146, Germany
| | - Ulrike Herzschuh
- Polar Terrestrial Environmental Systems, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam D-14473, Germany
- Institute of Biochemistry and Biology, University of Potsdam, Potsdam D-14476, Germany
- Institute of Environmental Sciences and Geography, University of Potsdam, Potsdam D-14476, Germany
| | - Dirk Nürnberg
- Ocean Circulation and Climate Dynamics, GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel D-24148, Germany
| | - Lars Harms
- Data Science Support, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Bremerhaven D-27568, Germany
| | - Kathleen R Stoof-Leichsenring
- Polar Terrestrial Environmental Systems, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam D-14473, Germany
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4
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Lien A, Legori LP, Kraft L, Sackett PW, Renaud G. Benchmarking software tools for trimming adapters and merging next-generation sequencing data for ancient DNA. FRONTIERS IN BIOINFORMATICS 2023; 3:1260486. [PMID: 38131007 PMCID: PMC10733496 DOI: 10.3389/fbinf.2023.1260486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 11/21/2023] [Indexed: 12/23/2023] Open
Abstract
Ancient DNA is highly degraded, resulting in very short sequences. Reads generated with modern high-throughput sequencing machines are generally longer than ancient DNA molecules, therefore the reads often contain some portion of the sequencing adaptors. It is crucial to remove those adaptors, as they can interfere with downstream analysis. Furthermore, overlapping portions when DNA has been read forward and backward (paired-end) can be merged to correct sequencing errors and improve read quality. Several tools have been developed for adapter trimming and read merging, however, no one has attempted to evaluate their accuracy and evaluate their potential impact on downstream analyses. Through the simulation of sequencing data, seven commonly used tools were analyzed in their ability to reconstruct ancient DNA sequences through read merging. The analyzed tools exhibit notable differences in their abilities to correct sequence errors and identify the correct read overlap, but the most substantial difference is observed in their ability to calculate quality scores for merged bases. Selecting the most appropriate tool for a given project depends on several factors, although some tools such as fastp have some shortcomings, whereas others like leeHom outperform the other tools in most aspects. While the choice of tool did not result in a measurable difference when analyzing population genetics using principal component analysis, it is important to note that downstream analyses that are sensitive to wrongly merged reads or that rely on quality scores can be significantly impacted by the choice of tool.
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Affiliation(s)
- Annette Lien
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | | | - Louis Kraft
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Peter Wad Sackett
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Gabriel Renaud
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby, Denmark
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Clark MS, Hoffman JI, Peck LS, Bargelloni L, Gande D, Havermans C, Meyer B, Patarnello T, Phillips T, Stoof-Leichsenring KR, Vendrami DLJ, Beck A, Collins G, Friedrich MW, Halanych KM, Masello JF, Nagel R, Norén K, Printzen C, Ruiz MB, Wohlrab S, Becker B, Dumack K, Ghaderiardakani F, Glaser K, Heesch S, Held C, John U, Karsten U, Kempf S, Lucassen M, Paijmans A, Schimani K, Wallberg A, Wunder LC, Mock T. Multi-omics for studying and understanding polar life. Nat Commun 2023; 14:7451. [PMID: 37978186 PMCID: PMC10656552 DOI: 10.1038/s41467-023-43209-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 11/02/2023] [Indexed: 11/19/2023] Open
Abstract
Polar ecosystems are experiencing amongst the most rapid rates of regional warming on Earth. Here, we discuss 'omics' approaches to investigate polar biodiversity, including the current state of the art, future perspectives and recommendations. We propose a community road map to generate and more fully exploit multi-omics data from polar organisms. These data are needed for the comprehensive evaluation of polar biodiversity and to reveal how life evolved and adapted to permanently cold environments with extreme seasonality. We argue that concerted action is required to mitigate the impact of warming on polar ecosystems via conservation efforts, to sustainably manage these unique habitats and their ecosystem services, and for the sustainable bioprospecting of novel genes and compounds for societal gain.
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Affiliation(s)
- M S Clark
- British Antarctic Survey, UKRI-NERC, High Cross, Madingley Road, Cambridge, CB3 0ET, UK.
| | - J I Hoffman
- British Antarctic Survey, UKRI-NERC, High Cross, Madingley Road, Cambridge, CB3 0ET, UK.
- Universität Bielefeld, VHF, Konsequenz 45, 33615, Bielefeld, Germany.
| | - L S Peck
- British Antarctic Survey, UKRI-NERC, High Cross, Madingley Road, Cambridge, CB3 0ET, UK.
| | - L Bargelloni
- Department of Comparative Biomedicine and Food Science, Università degli Studi di Padova, Viale dell'Università 16, I-35020, Legnaro, Italy
| | - D Gande
- Microbial Ecophysiology Group, Faculty of Biology/Chemistry & MARUM, University of Bremen, Leobener Straße 3, 28359, Bremen, Germany
| | - C Havermans
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
| | - B Meyer
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
- Institute for Chemistry and Biology of the Marine Environment, University of Oldenburg, Oldenburg, Germany
- Helmholtz Institute for Functional Marine Biodiversity at the University of Oldenburg (HIFMB), 23129, Oldenburg, Germany
| | - T Patarnello
- Department of Comparative Biomedicine and Food Science, Università degli Studi di Padova, Viale dell'Università 16, I-35020, Legnaro, Italy
| | - T Phillips
- British Antarctic Survey, UKRI-NERC, High Cross, Madingley Road, Cambridge, CB3 0ET, UK
| | - K R Stoof-Leichsenring
- Alfred-Wegener-Institute Helmholtz Centre for Polar and Marine Research, 14473, Potsdam, Germany
| | - D L J Vendrami
- Universität Bielefeld, VHF, Konsequenz 45, 33615, Bielefeld, Germany
| | - A Beck
- Staatliche Naturwissenschaftliche Sammlungen Bayerns, Botanische Staatssammlung München (SNSB-BSM), Menzinger Str. 67, 80638, München, Germany
| | - G Collins
- Senckenberg Biodiversity and Climate Research Centre & Loewe-Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325, Frankfurt am Main, Germany
- Manaaki Whenua-Landcare Research, 231 Morrin Road St Johns, Auckland, 1072, New Zealand
| | - M W Friedrich
- Microbial Ecophysiology Group, Faculty of Biology/Chemistry & MARUM, University of Bremen, Leobener Straße 3, 28359, Bremen, Germany
| | - K M Halanych
- Center for Marine Science, University of North Carolina, 5600 Marvin K. Moss Lane, Wilmington, NC, 28409, USA
| | - J F Masello
- Universität Bielefeld, VHF, Konsequenz 45, 33615, Bielefeld, Germany
- Justus-Liebig-Universität Gießen, Giessen, Germany
| | - R Nagel
- Universität Bielefeld, VHF, Konsequenz 45, 33615, Bielefeld, Germany
- School of Biology, University of St Andrews, St Andrews, Fife, KY16 9TH, UK
| | - K Norén
- Department of Zoology, Stockholm University, 106 91, Stockholm, Sweden
| | - C Printzen
- Senckenberg Biodiversity and Climate Research Centre & Loewe-Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325, Frankfurt am Main, Germany
- Natural History Museum Frankfurt, Senckenberganlage 25, 60325, Frankfurt am Main, Germany
| | - M B Ruiz
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
- Universität Duisburg-Essen, Universitätstrasse 5, 45151, Essen, Germany
| | - S Wohlrab
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
- Helmholtz Institute for Functional Marine Biodiversity at the University of Oldenburg (HIFMB), 23129, Oldenburg, Germany
| | - B Becker
- Universität zu Köln, Institut für Pflanzenwissenschaften, Zülpicher Str. 47b, 60674, Köln, Germany
| | - K Dumack
- Universität zu Köln, Terrestrische Ökologie, Zülpicher Str. 47b, 60674, Köln, Germany
| | - F Ghaderiardakani
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstraße 8, 07743, Jena, Germany
| | - K Glaser
- Institute of Biological Sciences, Applied Ecology and Phycology, University of Rostock, Albert-Einstein-Straße 3, 18059, Rostock, Germany
| | - S Heesch
- Institute of Biological Sciences, Applied Ecology and Phycology, University of Rostock, Albert-Einstein-Straße 3, 18059, Rostock, Germany
| | - C Held
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
| | - U John
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
| | - U Karsten
- Institute of Biological Sciences, Applied Ecology and Phycology, University of Rostock, Albert-Einstein-Straße 3, 18059, Rostock, Germany
| | - S Kempf
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
| | - M Lucassen
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Am Handelshafen 12, 27570, Bremerhaven, Germany
| | - A Paijmans
- Universität Bielefeld, VHF, Konsequenz 45, 33615, Bielefeld, Germany
| | - K Schimani
- Botanischer Garten und Botanisches Museum Berlin, Freie Universität Berlin, Königin-Luise-Straße 6-8, 14195, Berlin, Germany
| | - A Wallberg
- Department of Medical Biochemistry and Microbiology, Uppsala University, Husargatan 3, 751 23, Uppsala, Sweden
| | - L C Wunder
- Microbial Ecophysiology Group, Faculty of Biology/Chemistry & MARUM, University of Bremen, Leobener Straße 3, 28359, Bremen, Germany
| | - T Mock
- School of Environmental Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK.
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