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Okada K, Morimoto Y, Shiraishi Y, Tamura T, Mayama S, Kadono T, Adachi M, Ifuku K, Nemoto M. Nuclear Transformation of the Marine Pennate Diatom Nitzschia sp. Strain NIES-4635 by Multi-Pulse Electroporation. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2023; 25:1208-1219. [PMID: 38071657 DOI: 10.1007/s10126-023-10273-w] [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: 09/05/2023] [Accepted: 11/30/2023] [Indexed: 12/24/2023]
Abstract
Nitzschia is one of the largest genera of diatoms found in a range of aquatic environments, from freshwater to seawater. This genus contains evolutionarily and ecologically unique species, such as those that have lost photosynthetic capacity or those that live symbiotically in dinoflagellates. Several Nitzschia species have been used as indicators of water pollution. Recently, Nitzschia species have attracted considerable attention in the field of biotechnology. In this study, a transformation method for the marine pennate diatom Nitzschia sp. strain NIES-4635, isolated from the coastal Seto Inland Sea, was established. Plasmids containing the promoter/terminator of the fucoxanthin chlorophyll a/c binding protein gene (fcp, or Lhcf) derived from Nitzschia palea were constructed and introduced into cells by multi-pulse electroporation, resulting in 500 μg/mL nourseothricin-resistant transformants with transformation frequencies of up to 365 colonies per 108 cells. In addition, when transformation was performed using a new plasmid containing a promoter derived from a diatom-infecting virus upstream of the green fluorescent protein gene (gfp), 44% of the nourseothricin-resistant clones exhibited GFP fluorescence. The integration of the genes introduced into the genomes of the transformants was confirmed by Southern blotting. The Nitzschia transformation method established in this study will enable the transformation this species, thus allowing the functional analysis of genes from the genus Nitzschia, which are important species for environmental and biotechnological development.
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Affiliation(s)
- Koki Okada
- Graduate School of Environmental and Life Science, Okayama University, Okayama, 700-8530, Japan
| | - Yu Morimoto
- Graduate School of Environmental and Life Science, Okayama University, Okayama, 700-8530, Japan
| | - Yukine Shiraishi
- Graduate School of Environmental and Life Science, Okayama University, Okayama, 700-8530, Japan
| | - Takashi Tamura
- Faculty of Environmental, Life, Natural Science and Technology, Okayama University, Okayama, 700-8530, Japan
| | - Shigeki Mayama
- The Advanced Support Center for Science Teachers, Tokyo Gakugei University, Tokyo, 184-8511, Japan
- Tokyo Diatomology Lab, 2-3-2 Nukuikitamachi, Koganei, Tokyo, 184-0015, Japan
| | - Takashi Kadono
- Faculty of Agriculture and Marine Science, Kochi University, Otsu-200, Monobe, Nankoku, Kochi, 783-8502, Japan
| | - Masao Adachi
- Faculty of Agriculture and Marine Science, Kochi University, Otsu-200, Monobe, Nankoku, Kochi, 783-8502, Japan
| | - Kentaro Ifuku
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-oiwake, Sakyo, Kyoto, 606-8502, Japan
| | - Michiko Nemoto
- Faculty of Environmental, Life, Natural Science and Technology, Okayama University, Okayama, 700-8530, Japan.
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LaPanse AJ, Burch TA, Tamburro JM, Traller JC, Pinowska A, Posewitz MC. Adaptive laboratory evolution for increased temperature tolerance of the diatom Nitzschia inconspicua. Microbiologyopen 2023; 12:e1343. [PMID: 36825881 PMCID: PMC9791160 DOI: 10.1002/mbo3.1343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/13/2022] [Indexed: 12/27/2022] Open
Abstract
Outdoor microalgal cultivation for the production of valuable biofuels and bioproducts typically requires high insolation and strains with high thermal (>37°C) tolerance. While some strains are naturally thermotolerant, other strains of interest require improved performance at elevated temperatures to enhance industrial viability. In this study, adaptive laboratory evolution (ALE) was performed for over 300 days using consecutive 0.5°C temperature increases in a constant temperature incubator to attain greater thermal tolerance in the industrially relevant diatom Nitzschia inconspicua str. Hildebrandi. The adapted strain was able to grow at a constant temperature of 37.5°C; whereas this constant temperature was lethal to the parental control, which had an upper-temperature boundary of 35.5°C before adaptive evolution. Several high-temperature clonal isolates were obtained from the evolved population following ALE, and increased temperature tolerance was observed in the clonal, parent, and non-clonal adapted cultures. This ALE method demonstrates the development of enhanced industrial algal strains without the production of genetically modified organisms (GMOs).
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Affiliation(s)
| | - Tyson A. Burch
- Department of ChemistryColorado School of MinesGoldenColoradoUSA
| | - Jacob M. Tamburro
- Department of Quantitative Biosciences and EngineeringColorado School of MinesGoldenColoradoUSA
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Biology, Genetic Diversity, and Ecology of Nitzschia acidoclinata Lange-Bertalot (Bacillariophyta). DIVERSITY 2022. [DOI: 10.3390/d14121133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The diatom Nitzschia acidoclinata is a widespread eurybiontic alga. There is little information on its life cycle properties and cardinal points. To fill this gap, we analyzed six N. acidoclinata clones from a range of habitats in Asiatic Russia regarding their genetic diversity, morphology, morphometry, geography, and ecology. A comparison of 15 N. acidoclinata rbcL sequences sampled across its relatively wide distribution area and contrasting habitats revealed no distinct genotypes in the species. We demonstrated that the valve morphology, their length, and the sexual activity of the investigated clones varied depending on the phase of their life cycle. In this species, abrupt size reduction was observed. It was revealed that N. acidoclinata reproduced by pedogamy, and its auxosporulation was season-dependent and observed in spring and autumn only. The mating activity in our clones was detected only when the cell size was reduced to 9–22 µm in length. The available data on sexual reproduction in the genus Nitzschia suggest that neither clades nor subclades comprise pedogamous or anisogamous taxa at the same time. However, isogamy could occur in the same clade with either pedogamy or anisogamy. These data provide a fundamental basis for the development of N. acidoclinata mass cultivation and long-term maintenance in culture technologies.
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Pérez-Burillo J, Trobajo R, Leira M, Keck F, Rimet F, Sigró J, Mann DG. DNA metabarcoding reveals differences in distribution patterns and ecological preferences among genetic variants within some key freshwater diatom species. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 798:149029. [PMID: 34375267 DOI: 10.1016/j.scitotenv.2021.149029] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 06/16/2021] [Accepted: 07/09/2021] [Indexed: 06/13/2023]
Abstract
Our study evaluates differences in the distribution and ecology of genetic variants within several ecologically important diatom species that are also key for Water Framework Directive monitoring of European rivers: Fistulifera saprophila (FSAP), Achnanthidium minutissimum (ADMI), Nitzschia inconspicua (NINC) and Nitzschia soratensis (NSTS). We used DADA2 to infer amplicon sequence variants (ASVs) of a short rbcL barcode in 531 environmental samples from biomonitoring campaigns in Catalonia and France. ASVs within each species showed different distribution patterns. Threshold Indicator Taxa ANalysis revealed three ecological groupings of ASVs in both ADMI and FSAP. Two of these in each species were separated by opposite responses to calcium and conductivity. Boosted regression trees additionally showed that both variables greatly influenced the occurrence of these groupings. A third grouping in FSAP was characterized by a negative response to total organic carbon and hence was better represented in waters with higher ecological status than the other FSAP ASVs, contrasting with what is generally assumed for the species. In the two Nitzschia species, our analyses confirmed earlier studies: NINC preferred higher levels of calcium and conductivity. Our findings suggest that the broad ecological tolerance of some diatom species results from overlapping preferences among genetic variants, which individually show much more restricted preferences and distributions. This work shows the importance of studying the ecological preferences of genetic variants within species complexes, now possible with DNA metabarcoding. The results will help reveal and understand biogeographical distributions and facilitate the development of more accurate biological indexes for biomonitoring programmes.
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Affiliation(s)
- Javier Pérez-Burillo
- IRTA-Institute for Food and Agricultural Research and Technology, Marine and Continental Waters Programme, Ctra de Poble Nou Km 5.5, E43540 Sant Carles de la Ràpita, Tarragona, Spain; Center for Climate Change (C3), Departament de Geografia, Universitat Rovira i Virgili, C/Joanot Martorell 15, E43500 Vila-seca, Tarragona, Spain
| | - Rosa Trobajo
- IRTA-Institute for Food and Agricultural Research and Technology, Marine and Continental Waters Programme, Ctra de Poble Nou Km 5.5, E43540 Sant Carles de la Ràpita, Tarragona, Spain.
| | - Manel Leira
- BioCost Research Group, Facultade de Ciencias and Centro de Investigacións Científicas Avanzadas (CICA), Universidade de A Coruña, 15071 A Coruña, Spain; Biodiversity and Applied Botany Research Group, Departmento de Botánica, Facultade de Bioloxía, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - François Keck
- Eawag: Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland; Department of Evolutionary Biology and Environmental Studies, University of Zürich, Zürich, Switzerland
| | - Frédéric Rimet
- INRAE, UMR Carrtel, 75 av. de Corzent, FR-74203 Thonon les Bains cedex, France; University Savoie Mont-Blanc, UMR CARRTEL, FR-73370 Le Bourget du Lac, France
| | - Javier Sigró
- Center for Climate Change (C3), Departament de Geografia, Universitat Rovira i Virgili, C/Joanot Martorell 15, E43500 Vila-seca, Tarragona, Spain
| | - David G Mann
- IRTA-Institute for Food and Agricultural Research and Technology, Marine and Continental Waters Programme, Ctra de Poble Nou Km 5.5, E43540 Sant Carles de la Ràpita, Tarragona, Spain; Royal Botanic Garden Edinburgh, Edinburgh EH3 5LR, Scotland, UK
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Nistal-García A, García-García P, García-Girón J, Borrego-Ramos M, Blanco S, Bécares E. DNA metabarcoding and morphological methods show complementary patterns in the metacommunity organization of lentic epiphytic diatoms. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 786:147410. [PMID: 33971606 DOI: 10.1016/j.scitotenv.2021.147410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 04/21/2021] [Accepted: 04/24/2021] [Indexed: 06/12/2023]
Abstract
Diatoms are important organisms in freshwater ecosystems due to their position as primary producers and therefore, analyzing their assemblages provides relevant information on ecosystem functioning. Diatoms have historically been identified based on morphological traits, which is time-consuming and requires well-trained specialists. Nevertheless, DNA barcoding offers an alternative approach to overcome some limitations of the morphological method. Here, we assess if both approaches are comparable methods to study patterns and mechanisms (including environmental filtering and dispersal limitation) of epiphytic diatom metacommunities using a comprehensive dataset from 22 Mediterranean ponds at different taxonomic resolutions. We used a fragment of rbcL barcode gene combined with High-Throughput Sequencing to infer diatom community composition. The overall degree of correspondence between both approaches was assessed by Procrustean rotation analysis and Procrustean randomization tests, whereas the role of local environmental variables and geographical distances was studied using a comprehensive combination of BIOENV, Mantel tests and distance-based redundancy analysis. Our results showed a relatively poor correspondence in the compositional variation of diatom metacommunity between both approaches. We speculate that the incompleteness of the reference database and the bioinformatics processing are the biases most likely affecting the molecular approach, whereas the limited counting effort and the presence of cryptic species are presumably the major biases related with the morphological method. On the other hand, variation in diatom community composition detected with both approaches was strongly related to the environmental template, which may be related with the narrow community-environment relationships in diatoms. Nevertheless, we found no significant relationship between compositional variation and geographical distances. Overall, our work shows the complementary nature of both approaches and highlights the importance of DNA metabarcoding to address empirical research questions of community ecology in freshwaters, especially once the reference databases include most genotypes of occurring taxa and bioinformatics biases are overcome.
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Affiliation(s)
| | - Pedro García-García
- Genetic Unit, University of León, Campus de Vegazana S/N, 24071 León, Spain.
| | - Jorge García-Girón
- Ecology Unit, University of León, Campus de Vegazana S/N, 24071 León, Spain.
| | - María Borrego-Ramos
- Institute of Environment, Natural Resources and Biodiversity, La Serna, 58, 24007 León, Spain.
| | - Saúl Blanco
- Ecology Unit, University of León, Campus de Vegazana S/N, 24071 León, Spain; Institute of Environment, Natural Resources and Biodiversity, La Serna, 58, 24007 León, Spain.
| | - Eloy Bécares
- Ecology Unit, University of León, Campus de Vegazana S/N, 24071 León, Spain; Institute of Environment, Natural Resources and Biodiversity, La Serna, 58, 24007 León, Spain.
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Oliver A, Podell S, Pinowska A, Traller JC, Smith SR, McClure R, Beliaev A, Bohutskyi P, Hill EA, Rabines A, Zheng H, Allen LZ, Kuo A, Grigoriev IV, Allen AE, Hazlebeck D, Allen EE. Diploid genomic architecture of Nitzschia inconspicua, an elite biomass production diatom. Sci Rep 2021; 11:15592. [PMID: 34341414 PMCID: PMC8329260 DOI: 10.1038/s41598-021-95106-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 07/14/2021] [Indexed: 01/13/2023] Open
Abstract
A near-complete diploid nuclear genome and accompanying circular mitochondrial and chloroplast genomes have been assembled from the elite commercial diatom species Nitzschia inconspicua. The 50 Mbp haploid size of the nuclear genome is nearly double that of model diatom Phaeodactylum tricornutum, but 30% smaller than closer relative Fragilariopsis cylindrus. Diploid assembly, which was facilitated by low levels of allelic heterozygosity (2.7%), included 14 candidate chromosome pairs composed of long, syntenic contigs, covering 93% of the total assembly. Telomeric ends were capped with an unusual 12-mer, G-rich, degenerate repeat sequence. Predicted proteins were highly enriched in strain-specific marker domains associated with cell-surface adhesion, biofilm formation, and raphe system gliding motility. Expanded species-specific families of carbonic anhydrases suggest potential enhancement of carbon concentration efficiency, and duplicated glycolysis and fatty acid synthesis pathways across cytosolic and organellar compartments may enhance peak metabolic output, contributing to competitive success over other organisms in mixed cultures. The N. inconspicua genome delivers a robust new reference for future functional and transcriptomic studies to illuminate the physiology of benthic pennate diatoms and harness their unique adaptations to support commercial algae biomass and bioproduct production.
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Affiliation(s)
- Aaron Oliver
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, USA
| | - Sheila Podell
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, USA.
| | | | | | - Sarah R Smith
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA, USA
| | - Ryan McClure
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Alex Beliaev
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Pavlo Bohutskyi
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Eric A Hill
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Ariel Rabines
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA, USA
| | - Hong Zheng
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA, USA
| | - Lisa Zeigler Allen
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA, USA
| | - Alan Kuo
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, USA
| | - Igor V Grigoriev
- U.S. Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, USA.,Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, USA
| | - Andrew E Allen
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA, USA
| | | | - Eric E Allen
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA, USA. .,Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA, USA. .,Division of Biological Sciences, University of California, San Diego, La Jolla, CA, USA.
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7
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Mann DG, Trobajo R, Sato S, Li C, Witkowski A, Rimet F, Ashworth MP, Hollands RM, Theriot EC. Ripe for reassessment: A synthesis of available molecular data for the speciose diatom family Bacillariaceae. Mol Phylogenet Evol 2020; 158:106985. [PMID: 33059066 DOI: 10.1016/j.ympev.2020.106985] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 09/21/2020] [Accepted: 10/06/2020] [Indexed: 02/06/2023]
Abstract
The Bacillariaceae is a very species-rich family of raphid diatoms and includes the large and taxonomically difficult genus Nitzschia, whose species are often small-celled and finely structured and have few discrete morphological characters visible in the light microscope. The classification of Nitzschia is still mostly based on one developed in the second half of the 19th century by Grunow, who separated the genus into a series of sections largely on cell shape and symmetry, the position of the raphe, transverse extension of the fibulae, and folding of the valve. We assembled and analysed single-gene and concatenated alignments of nSSU, nLSU, rbcL, psbC and cox1 to test Grunow's and subsequent classifications and to examine selected morphological characters for their potential to help define monophyletic groups. The maximum likelihood trees were equivocal as to monophyly of the family itself but showed good support for each of eight main clades of Bacillariaceae, three of which corresponded more or less to existing genera (Hantzschia, Cylindrotheca and Bacillaria). The other five main clades and some subclades comprised groups of Nitzschia species or assemblies of Nitzschia species with other genera (Pseudo-nitzschia, Fragilariopsis, Neodenticula, Tryblionella, Psammodictyon). Relationships between most of the eight main clades were not resolved robustly but all analyses recovered Nitzschia as non-monophyletic. The Grunowian classification of Nitzschia into sections was not supported, though in some respects (e.g. treatment of sigmoid species) it is better than subsequent reclassifications. Several of the main clades and subclades are cryptic (lacking morphological synapomorphies) and homoplasy is common in both light microscopical and ultrastructural characters (to the extent that organisms initially assigned to the same species sometimes prove to belong to a different main clade). Nevertheless, some characters, including the structure of the raphe canal and girdle, seem to be sufficiently conservative evolutionarily to give a provisional estimate of relationships if molecular data are unavailable. No new formal classifications are proposed but various options are explored and research needs identified.
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Affiliation(s)
- David G Mann
- Marine and Continental Waters, Institute for Food and Agricultural Research and Technology (IRTA), Crta de Poble Nou Km 5.5, E-43540 Sant Carles de la Ràpita, Catalunya, Spain; Royal Botanic Garden Edinburgh (RBGE), Edinburgh EH3 5LR, UK.
| | - Rosa Trobajo
- Marine and Continental Waters, Institute for Food and Agricultural Research and Technology (IRTA), Crta de Poble Nou Km 5.5, E-43540 Sant Carles de la Ràpita, Catalunya, Spain.
| | - Shinya Sato
- Fukui Prefectural University, 1-1 Gakuen-cho, Obama, Fukui 917-0003, Japan
| | - Chunlian Li
- Institute of Marine and Environmental Sciences, University of Szczecin, and Natural Sciences Research and Educational Center, University of Szczecin, Mickiewicza 16a, PL-70-383 Szczecin, Poland; Ecological Institute, South China Normal University, 510631 Guangzhou, China
| | - Andrzej Witkowski
- Institute of Marine and Environmental Sciences, University of Szczecin, and Natural Sciences Research and Educational Center, University of Szczecin, Mickiewicza 16a, PL-70-383 Szczecin, Poland
| | - Frédéric Rimet
- UMR CARRTEL, Savoie Mont-Blanc University, INRAE, 75bis avenue de Corzent, CS50511, F-74203 Thonon-les-Bains, France
| | - Matt P Ashworth
- UTEX Culture Collection of Algae, Department of Molecular Biosciences, University of Texas at Austin, Austin, TX, USA
| | - Ruth M Hollands
- Royal Botanic Garden Edinburgh (RBGE), Edinburgh EH3 5LR, UK
| | - Edward C Theriot
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA
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Bagmet VB, Abdullin SR, Mazina SE, Nikulin AY, Nikulin VY, Gontcharov AA. Life Cycle of Nitzschia palea (Kützing) W. Smith (Bacillariophyta). Russ J Dev Biol 2020. [DOI: 10.1134/s1062360420020022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Valentin V, Frédéric R, Isabelle D, Olivier M, Yorick R, Agnès B. Assessing pollution of aquatic environments with diatoms’ DNA metabarcoding: experience and developments from France water framework directive networks. METABARCODING AND METAGENOMICS 2019. [DOI: 10.3897/mbmg.3.39646] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Ecological status assessment of watercourses is based on the calculation of quality indices using pollution sensitivity of targeted biological groups, including diatoms. The determination and quantification of diatom species is generally based on microscopic morphological identification, which requires expertise and is time-consuming and costly. In Europe, this morphological approach is legally imposed by standards and regulatory decrees by the Water Framework Directive (WFD). Over the past decade, a DNA-based molecular biology approach has newly been developed to identify species based on genetic criteria rather than morphological ones (i.e. DNA metabarcoding). In combination with high throughput sequencing technologies, metabarcoding makes it possible both to identify all species present in an environmental sample and to process several hundred samples in parallel. This article presents the results of two recent studies carried out on the WFD networks of rivers of Mayotte (2013–2018) and metropolitan France (2016–2018). These studies aimed at testing the potential application of metabarcoding for biomonitoring in the context of the WFD. We discuss the various methodological developments and optimisations that have been made to make the taxonomic inventories of diatoms produced by metabarcoding more reliable, particularly in terms of species quantification. We present the results of the application of this DNA approach on more than 500 river sites, comparing them with those obtained using the standardised morphological method. Finally, we discuss the potential of metabarcoding for routine application, its limits of application and propose some recommendations for future implementation in WFD.
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Diat.barcode, an open-access curated barcode library for diatoms. Sci Rep 2019; 9:15116. [PMID: 31641158 PMCID: PMC6805954 DOI: 10.1038/s41598-019-51500-6] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 09/25/2019] [Indexed: 11/08/2022] Open
Abstract
Diatoms (Bacillariophyta) are ubiquitous microalgae which produce a siliceous exoskeleton and which make a major contribution to the productivity of oceans and freshwaters. They display a huge diversity, which makes them excellent ecological indicators of aquatic ecosystems. Usually, diatoms are identified using characteristics of their exoskeleton morphology. DNA-barcoding is an alternative to this and the use of High-Throughput-Sequencing enables the rapid analysis of many environmental samples at a lower cost than analyses under microscope. However, to identify environmental sequences correctly, an expertly curated reference library is needed. Several curated libraries for protists exists; none, however are dedicated to diatoms. Diat.barcode is an open-access library dedicated to diatoms which has been maintained since 2012. Data come from two sources (1) the NCBI nucleotide database and (2) unpublished sequencing data of culture collections. Since 2017, several experts have collaborated to curate this library for rbcL, a chloroplast marker suitable for species-level identification of diatoms. For the latest version of the database (version 7), 605 of the 3482 taxonomical names originally assigned by the authors of the rbcL sequences were modified after curation. The database is accessible at https://www6.inra.fr/carrtel-collection_eng/Barcoding-database.
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Tapolczai K, Vasselon V, Bouchez A, Stenger‐Kovács C, Padisák J, Rimet F. The impact of OTU sequence similarity threshold on diatom-based bioassessment: A case study of the rivers of Mayotte (France, Indian Ocean). Ecol Evol 2019; 9:166-179. [PMID: 30680104 PMCID: PMC6342121 DOI: 10.1002/ece3.4701] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 09/23/2018] [Accepted: 09/24/2018] [Indexed: 11/10/2022] Open
Abstract
Extensive studies on the taxonomic resolution required for bioassessment purposes have determined that resolution above species level (genus, family) is sufficient for their use as indicators of relevant environmental pressures. The high-throughput sequencing (HTS) and meta-barcoding methods now used for bioassessment traditionally employ an arbitrary sequence similarity threshold (SST) around 95% or 97% to cluster sequences into operational taxonomic units, which is considered descriptive of species-level resolution. In this study, we analyzed the effect of the SST on the resulting diatom-based ecological quality index, which is based on OTU abundance distribution along a defined environmental gradient, ideally avoiding taxonomic assignments that could result in high rates of unclassified OTUs and biased final values. A total of 90 biofilm samples were collected in 2014 and 2015 from 51 stream sites on Mayotte Island in parallel with measures of relevant physical and chemical parameters. HTS sequencing was performed on the biofilms using the rbcL region as the genetic marker and diatom-specific primers. Hierarchical clustering was used to group sequences into OTUs using 20 experimental SST levels (80%-99%). An OTU-based quality index (IdxOTU) was developed based on a weighted average equation using the abundance profiles of the OTUs. The developed IdxOTU revealed significant correlations between the IdxOTU values and the reference pressure gradient, which reached maximal performance using an SST of 90% (well above species level delimitation). We observed an interesting and important trade-off with the power to discriminate between sampling sites and index stability that will greatly inform future applications of the index. Taken together, the results from this study detail a thoroughly optimized and validated approach to generating robust, reproducible, and complete indexes that will greatly facilitate effective and efficient environmental monitoring.
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Affiliation(s)
- Kálmán Tapolczai
- MTA‐PE Limnoecology Research GroupVeszprémHungary
- UMR CARRTELINRAThonon‐les‐BainsFrance
| | | | | | | | - Judit Padisák
- MTA‐PE Limnoecology Research GroupVeszprémHungary
- Department of LimnologyUniversity of PannoniaVeszprémHungary
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12
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Földi A, Ács É, Grigorszky I, Ector L, Wetzel CE, Várbíró G, Kiss KT, Dobosy P, Trábert Z, Borsodi AK, Duleba M. Unexpected consequences of bombing. Community level response of epiphytic diatoms to environmental stress in a saline bomb crater pond area. PLoS One 2018; 13:e0205343. [PMID: 30359367 PMCID: PMC6201898 DOI: 10.1371/journal.pone.0205343] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 09/24/2018] [Indexed: 11/28/2022] Open
Abstract
The spatial response of epiphytic diatom communities to environmental stress was studied in a moderately saline wetland area located in the plain of Danube-Tisza Interfluve, Hungary. The area is characterised by World War II bomb crater ponds and can be regarded as an excellent ecological model system where the dispersion of species is slightly limited by distance. To study the effect of environmental variables on the communities, canonical correspondence analysis was applied. Salinity, pH, total suspended solids, total phosphorous and depth proved to be significant environmental drivers in this analysis. The ecological status of the ponds was assessed with Ziemann’s halobity index, as the trophity-depending metric cannot be applied to these habitats (due to the naturally high phosphorus content). Ponds in “good” ecological status significantly differed from those appertaining to water quality category of “not-good” ecological status considering characteristic of natural astatic soda pans (e.g. salinity, pH, ammonium, total phosphorous concentration, nitrogen:phosphorous ratio and turbidity). The differences between epiphytic diatom communities inhabiting the ponds were detected using non-parametric multidimensional scaling. The samples formed three groups according to the types of ponds (“transparent”, “transitional” and “turbid”) based on the width of the macrophyte belt around them. Indicator species related to the ecological status of the ponds and diatom communities contributing to the separation of groups of ponds were identified. One of the indicator species differed from species already described. Light and scanning electron microscopy features and phylogenetic analyses based on three genes (18S and 28S rRNA genes, rbcL) proved that it was a new species of Nitzschia genus, closely related to Nitzschia frustulum and Nitzschia inconspicua. Therefore, description of a new species, Nitzschia reskoi Ács, Duleba, C.E.Wetzel & Ector is proposed. We concluded that the increasing abundance of Nitzschia reskoi was a signal of the degradation of the intermittent saline wetlands.
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Affiliation(s)
- Angéla Földi
- MTA Centre for Ecological Research, Sustainable Ecosystems Group, Tihany, Hungary
- Doctoral School of Environmental Sciences, Eötvös Loránd University, Budapest, Hungary
| | - Éva Ács
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
| | - István Grigorszky
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
- University of Debrecen, Department of Hydrobiology, Debrecen, Hungary
| | - Luc Ector
- Environmental Research and Innovation Department (ERIN), Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg
| | - Carlos Eduardo Wetzel
- Environmental Research and Innovation Department (ERIN), Luxembourg Institute of Science and Technology (LIST), Belvaux, Luxembourg
| | - Gábor Várbíró
- MTA Centre for Ecological Research, Sustainable Ecosystems Group, Tihany, Hungary
- MTA Centre for Ecological Research, Danube Research Institute, Department of Tisza River Research, Debrecen, Hungary
| | - Keve Tihamér Kiss
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
| | - Péter Dobosy
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
| | - Zsuzsa Trábert
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
| | - Andrea K. Borsodi
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
- Eötvös Loránd University, Department of Microbiology, Budapest, Hungary
| | - Mónika Duleba
- MTA Centre for Ecological Research, Danube Research Institute, Budapest, Hungary
- * E-mail:
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Rivera SF, Vasselon V, Ballorain K, Carpentier A, Wetzel CE, Ector L, Bouchez A, Rimet F. DNA metabarcoding and microscopic analyses of sea turtles biofilms: Complementary to understand turtle behavior. PLoS One 2018; 13:e0195770. [PMID: 29659610 PMCID: PMC5901997 DOI: 10.1371/journal.pone.0195770] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 03/29/2018] [Indexed: 01/26/2023] Open
Abstract
Sea turtles are distributed in tropical and subtropical seas worldwide. They play several ecological roles and are considered important indicators of the health of marine ecosystems. Studying epibiotic diatoms living on turtle shells suggestively has great potential in the study of turtle behavior because diatoms are always there. However, diatom identification at the species level is time consuming, requires well-trained specialists, and there is a high probability of finding new taxa growing on turtle shells, which makes identification tricky. An alternative approach based on DNA barcoding and high throughput sequencing (HTS), metabarcoding, has been developed in recent years to identify species at the community level by using a DNA reference library. The suitabilities of morphological and molecular approaches were compared. Diatom assemblages were sampled from seven juvenile green turtles (Chelonia mydas) from Mayotte Island, France. The structures of the epibiotic diatom assemblages differed between both approaches. This resulted in different clustering of the turtles based on their diatom communities. Metabarcoding allowed better discrimination between turtles based on their epibiotic diatom assemblages and put into evidence the presence of a cryptic diatom diversity. Microscopy, for its part, provided more ecological information of sea turtles based on historical bibliographical data and the abundances of ecological guilds of the diatom species present in the samples. This study shows the complementary nature of these two methods for studying turtle behavior.
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Affiliation(s)
- Sinziana F. Rivera
- UMR CARRTEL, INRA, Université Savoie Mont-Blanc, Thonon, France
- * E-mail:
| | | | - Katia Ballorain
- Agence Française pour la Biodiversité, Parc naturel marin de Mayotte, 14 lot. Darine Montjoly, Iloni, Mayotte, France
- Association Escale, 13 bis rue Foundi Madi Attoumani, Mronabeja, Mayotte, France
| | - Alice Carpentier
- Association Escale, 13 bis rue Foundi Madi Attoumani, Mronabeja, Mayotte, France
| | | | - Luc Ector
- LIST, 41 rue du Brill, Belvaux, Grand-duchy of Luxembourg
| | - Agnès Bouchez
- UMR CARRTEL, INRA, Université Savoie Mont-Blanc, Thonon, France
| | - Frédéric Rimet
- UMR CARRTEL, INRA, Université Savoie Mont-Blanc, Thonon, France
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14
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Idei M, Sato S, Tamotsu N, Mann DG. Valve morphogenesis in Diploneis smithii (Bacillariophyta). JOURNAL OF PHYCOLOGY 2018; 54:171-186. [PMID: 29282746 DOI: 10.1111/jpy.12616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 12/01/2017] [Indexed: 06/07/2023]
Abstract
Diploneis species have perhaps the most complex valve structure among pennate diatoms. The development of this structure was studied in Diploneis smithii and begins with the formation of a primary band, which then develops secondary arms at both poles and the center, as in the classic Chiappino-Volcani model of raphid diatom ontogeny. Spine-like projections grow out from the primary band and secondary arms to establish the transapical ribs (virgae) of the mature valve and themselves develop spines, which are spaced first oppositely and then alternately and fuse with each other to delimit the stria pores. Subsequently, new pattern and structures develop both externally (formation of bifurcating projections that fuse to delimit the outer, sieve-like layer of the valve) and internally (growth and fusion of flanges from the first-formed ribs to create the longitudinal canals and deposition of a hymenate strip over the internal face of each stria). Comparisons are made with morphogenesis in other diatoms. Diploneis smithii ontogeny suggests how very slight developmental changes might have created the very variable external morphology of Diploneis species. It also indicates that the longitudinal canals of Diploneis and Fallacia have different origins, since the porous external wall is not formed as a unilaterally attached flap in Diploneis and the canal is internal to the first-formed rib-stria system in Diploneis, but external to it in Fallacia.
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Affiliation(s)
- Masahiko Idei
- Bunkyo University, 3337 Minami-ogishima, Koshigaya-shi, Saitama 343-8851, Japan
| | - Shinya Sato
- Fukui Prefectural University, 1-1 Gakuen-cho, Obama, Fukui 917-0003, Japan
| | - Nagumo Tamotsu
- The Nippon Dental University, Chiyoda-ku, Tokyo 102-8159, Japan
| | - David G Mann
- Royal Botanic Garden, Edinburgh EH3 5LR, UK
- Aquatic Ecosystems, Institute for Food and Agricultural Research and Technology (IRTA), Crta de Poble Nou Km 5.5, E-43540 Sant Carles de la Ràpita, Catalunya, Spain
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15
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Apothéloz-Perret-Gentil L, Cordonier A, Straub F, Iseli J, Esling P, Pawlowski J. Taxonomy-free molecular diatom index for high-throughput eDNA biomonitoring. Mol Ecol Resour 2017; 17:1231-1242. [DOI: 10.1111/1755-0998.12668] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 03/06/2017] [Accepted: 03/07/2017] [Indexed: 12/24/2022]
Affiliation(s)
| | - Arielle Cordonier
- Water Ecology Service; Department of Territorial Management; Canton of Geneva; avenue de Sainte-Clotilde 23, 1211 Geneva Switzerland
| | - François Straub
- PhycoEco; Rue des XXII-Cantons 39, 2300 La Chaux-de-Fonds Switzerland
| | - Jennifer Iseli
- PhycoEco; Rue des XXII-Cantons 39, 2300 La Chaux-de-Fonds Switzerland
| | - Philippe Esling
- IRCAM; UMR 9912; Université Pierre et Marie Curie; place Igor Stravinsky 1, 75004 Paris France
| | - Jan Pawlowski
- Department of Genetics and Evolution; University of Geneva; boulevard d'Yvoy 4, 1205 Geneva Switzerland
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Franco ADODR, They NH, Canani LGDC, Maggioni R, Odebrecht C. Asterionellopsis tropicalis (Bacillariophyceae): a new tropical species found in diatom accumulations. JOURNAL OF PHYCOLOGY 2016; 52:888-895. [PMID: 27273617 DOI: 10.1111/jpy.12435] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 05/12/2016] [Indexed: 06/06/2023]
Abstract
The diatom Asterionellopsis glacialis sensu lato forms high-density patches in the surf zone of some sandy beaches worldwide and was until recently considered a cosmopolitan species. With the recent description of four cryptic species, the identity of specimens found in these accumulations remains uncertain. In this study, diatom patches were sampled from two sandy beaches of the Brazilian coast: one tropical (Futuro Beach, 3° S; 38° W) and one subtropical (Cassino Beach, 32° S; 52° W). Fine structure of frustules and the sequencing of three phylogenetic markers revealed the subtropical strains to be A. guyunusae and the tropical strains to be a new species, here described as Asterionellopsis tropicalis sp. nov. A. tropicalis was differentiated morphologically by the number of striae in 10 μm at the foot pole and head (39-44; 38-45, respectively), from A. lenisilicea (46-55; 46-64), A. maritima (46-51; 46-60), and A. thurstonii (42-58; 55-70). The number of striae at the head region of the valvocopula (10 μm) helped to distinguish A. tropicalis (56-62) from A. guyunusae (61-64), but A. tropicalis was morphologically undistinguishable from A. glacialis. The sequence divergence from other identified Asterionellopsis species was 13%-16% (Cox1), 11%-12% (5.8S + ITS2) and 2%-6% (RbcL), and A. tropicalis formed a distinct monophyletic clade with high support in all analyzed phylogenetic trees (single or multi-locus). This work will aid in the understanding of the ecological and physiological diversity of diatom patches that are key to the trophic webs of sandy beaches.
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Affiliation(s)
| | - Ng Haig They
- Department of Oceanography and Limnology, Federal University of Rio Grande do Norte-UFRN, Av. Senador Dinarte de Medeiros Mariz, s/n, Praia de Mãe Luiza, CEP 59014-002, Natal/RN, Brazil
| | - Luis Gustavo de Castro Canani
- Institute of Water Sciences and Technology, Federal University of Oeste do Pará - UFOPA, Av. Mendonça Furtado, 2946, CEP 68040-050, Santarém, Brazil
| | - Rodrigo Maggioni
- Institute of Marine Sciences, Federal University of Ceará - UFC, Av. da Abolição, 3207, CEP 60165-081, Fortaleza, Brazil
| | - Clarisse Odebrecht
- Institute of Oceanography, Federal University of Rio Grande - FURG, Av. Itália, km8, CEP 96203-900, Rio Grande, Brazil
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