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Leontidou K, Abad-Recio IL, Rubel V, Filker S, Däumer M, Thielen A, Lanzén A, Stoeck T. Simultaneous analysis of seven 16S rRNA hypervariable gene regions increases efficiency in marine bacterial diversity detection. Environ Microbiol 2023; 25:3484-3501. [PMID: 37974518 DOI: 10.1111/1462-2920.16530] [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: 03/16/2023] [Accepted: 10/19/2023] [Indexed: 11/19/2023]
Abstract
Environmental DNA sequencing is the gold standard to reveal microbial community structures. In most applications, a one-fragment PCR approach is applied to amplify a taxonomic marker gene, usually a hypervariable region of the 16S rRNA gene. We used a new reverse complement (RC)-PCR-based assay that amplifies seven out of the nine hypervariable regions of the 16S rRNA gene, to interrogate bacterial communities in sediment samples collected from different coastal marine sites with an impact gradient. In parallel, we employed a traditional one-fragment analysis of the hypervariable V3-V4 region to investigate whether the RC-PCR reveals more of the 'unseen' diversity obtained by the one-fragment approach. As a benchmark for the full deck of diversity, we subjected the samples to PCR-free metagenomic sequencing. None of the two PCR-based approaches recorded the full taxonomic repertoire obtained from the metagenomics datasets. However, the RC-PCR approach detected 2.8 times more bacterial genera compared to the near-saturation sequenced V3-V4 samples. RC-PCR is an ideal compromise between the standard one-fragment approach and metagenomics sequencing and may guide future environmental sequencing studies, in which bacterial diversity is a central subject.
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Affiliation(s)
- Kleopatra Leontidou
- Ecology Group, Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Germany
| | - Ion L Abad-Recio
- Marine Ecosystems Functioning, AZTI, Marine Research, Basque Research and Technology Alliance, Pasia, Gipuzkoa, Spain
| | - Verena Rubel
- Ecology Group, Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Germany
| | - Sabine Filker
- Molecular Ecology Group, Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Germany
| | - Martin Däumer
- SeqIT, Laboratory for Molecular Diagnostics and Services, Kaiserslautern, Germany
| | - Alexander Thielen
- SeqIT, Laboratory for Molecular Diagnostics and Services, Kaiserslautern, Germany
| | - Anders Lanzén
- Marine Ecosystems Functioning, AZTI, Marine Research, Basque Research and Technology Alliance, Pasia, Gipuzkoa, Spain
- IKERBASQUE, Basque Foundation for Science, Bilbao, Bizkaia, Spain
| | - Thorsten Stoeck
- Ecology Group, Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, Kaiserslautern, Germany
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Morales-Rivera MF, Valenzuela-Miranda D, Nuñez-Acuña G, Benavente BP, Gallardo-Escárate C, Valenzuela-Muñoz V. Atlantic Salmon ( Salmo salar) Transfer to Seawater by Gradual Salinity Changes Exhibited an Increase in The Intestinal Microbial Abundance and Richness. Microorganisms 2022; 11:microorganisms11010076. [PMID: 36677368 PMCID: PMC9865641 DOI: 10.3390/microorganisms11010076] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/07/2022] [Accepted: 12/20/2022] [Indexed: 12/29/2022] Open
Abstract
The host's physiological history and environment determine the microbiome structure. In that sense, the strategy used for the salmon transfer to seawater after parr-smolt transformation may influence the Atlantic salmon's intestinal microbiota. Therefore, this study aimed to explore the diversity and abundance of the Atlantic salmon intestinal microbiota and metagenome functional prediction during seawater transfer under three treatments. One group was exposed to gradual salinity change (GSC), the other to salinity shock (SS), and the third was fed with a functional diet (FD) before the seawater (SW) transfer. The microbial profile was assessed through full-16S rRNA gene sequencing using the Nanopore platform. In addition, metagenome functional prediction was performed using PICRUSt2. The results showed an influence of salinity changes on Atlantic salmon gut microbiota richness, diversity, and taxonomic composition. The findings reveal that GSC and the FD increased the Atlantic salmon smolt microbiota diversity, suggesting a positive association between the intestinal microbial community and fish health during seawater transfer. The reported knowledge can be applied to surveil the microbiome in smolt fish production, improving the performance of Atlantic salmon to seawater transfer.
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Affiliation(s)
- María F. Morales-Rivera
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
| | - Diego Valenzuela-Miranda
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
- Centro de Biotecnología, Universidad de Concepción, Concepcion 4030000, Chile
| | - Gustavo Nuñez-Acuña
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
| | - Bárbara P. Benavente
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
| | - Cristian Gallardo-Escárate
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
| | - Valentina Valenzuela-Muñoz
- Interdisciplinary Center for Aquaculture Research (INCAR), University of Concepción, Concepcion 4030000, Chile
- Laboratory of Biotechnology and Aquatic Genomics, Department of Oceanography, University of Concepción, Concepcion 4030000, Chile
- Centro de Biotecnología, Universidad de Concepción, Concepcion 4030000, Chile
- Correspondence: ; Tel.: +56-41-2204402
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More KD, Wuchter C, Irigoien X, Tierney JE, Giosan L, Grice K, Coolen MJL. Subseafloor Archaea reflect 139 kyrs of paleodepositional changes in the northern Red Sea. GEOBIOLOGY 2021; 19:162-172. [PMID: 33274598 DOI: 10.1111/gbi.12421] [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: 05/12/2020] [Revised: 09/18/2020] [Accepted: 10/26/2020] [Indexed: 06/12/2023]
Abstract
The vertical distribution of subseafloor archaeal communities is thought to be primarily controlled by in situ conditions in sediments such as the availability of electron acceptors and donors, although sharp community shifts have also been observed at lithological boundaries suggesting that at least a subset of vertically stratified Archaea form a long-term genetic record of coinciding environmental conditions that occurred at the time of sediment deposition. To substantiate this possibility, we performed a highly resolved 16S rRNA gene survey of vertically stratified archaeal communities paired with paleo-oceanographic proxies in a sedimentary record from the northern Red Sea spanning the last glacial-interglacial cycle (i.e., marine isotope stages 1-6; MIS1-6). Our results show a strong significant correlation between subseafloor archaeal communities and drastic paleodepositional changes associated with glacial low vs. interglacial high stands (ANOSIM; R = .73; p = .001) and only a moderately strong correlation with lithological changes. Bathyarchaeota, Lokiarchaeota, MBGA, and DHVEG-1 were the most abundant identified archaeal groups. Whether they represented ancient cell lines from the time of deposition or migrated to the specific sedimentary horizons after deposition remains speculative. However, we show that the majority of sedimentary archaeal tetraether membrane lipids were of allochthonous origin and not produced in situ. Slow post-burial growth under energy-limited conditions would explain why the downcore distribution of these dominant archaeal groups still indirectly reflect changes in the paleodepositional environment that prevailed during the analyzed marine isotope stages. In addition, archaea seeded from the overlying water column such as Thaumarchaeota and group II and III Euryarchaeota, which were likely not have been able to subsist after burial, were identified from a lower abundance of preserved sedimentary DNA signatures, and represented direct markers of paleoenvironmental changes in the Red Sea spanning the last six marine isotope stages.
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Affiliation(s)
- Kuldeep D More
- Western Australia Organic and Isotope Geochemistry Centre, School of Molecular and Life Sciences, Curtin University, Bentley, Western Australia, Australia
| | - Cornelia Wuchter
- Western Australia Organic and Isotope Geochemistry Centre, School of Earth and Planetary Sciences, The Institute for Geoscience Research (TIGeR), Curtin University, Bentley, Western Australia, Australia
| | - Xabier Irigoien
- AZTI-Tecnalia, Pasaia Gipuzkoa, Spain
- IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
| | - Jessica E Tierney
- Department of Geosciences, University of Arizona, Tucson, Arizona, USA
| | - Liviu Giosan
- Department of Geology and Geophysics, Woods Hole Oceanographic Institution, Falmouth, Massachusetts, USA
| | - Kliti Grice
- Western Australia Organic and Isotope Geochemistry Centre, School of Earth and Planetary Sciences, The Institute for Geoscience Research (TIGeR), Curtin University, Bentley, Western Australia, Australia
| | - Marco J L Coolen
- Western Australia Organic and Isotope Geochemistry Centre, School of Earth and Planetary Sciences, The Institute for Geoscience Research (TIGeR), Curtin University, Bentley, Western Australia, Australia
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Kerrigan Z, Kirkpatrick JB, D'Hondt S. Influence of 16S rRNA Hypervariable Region on Estimates of Bacterial Diversity and Community Composition in Seawater and Marine Sediment. Front Microbiol 2019; 10:1640. [PMID: 31379788 PMCID: PMC6646839 DOI: 10.3389/fmicb.2019.01640] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 07/02/2019] [Indexed: 11/13/2022] Open
Abstract
To assess the influence of 16S ribosomal RNA (rRNA) tag choice on estimates of microbial diversity and/or community composition in seawater and marine sediment, we examined bacterial diversity and community composition from a site in the Central North Atlantic and a site in the Equatorial Pacific. For each site, we analyzed samples from four zones in the water column, a seafloor sediment sample, and two subseafloor sediment horizons (with stratigraphic ages of 1.5 and 5.5 million years old). We amplified both the V4 and V6 hypervariable regions of the 16S rRNA gene and clustered the sequences into operational taxonomic units (OTUs) of 97% similarity to analyze for diversity and community composition. OTU richness is much higher with the V6 tag than with the V4 tag, and subsequently OTU-level community composition is quite different between the two tags. Vertical patterns of relative diversity are broadly the same for both tags, with maximum taxonomic richness in seafloor sediment and lowest richness in subseafloor sediment at both geographic locations. Genetic dissimilarity between sample locations is also broadly the same for both tags. Community composition is very similar for both tags at the class level, but very different at the level of 97% similar OTUs. Class-level diversity and community composition of water-column samples are very similar at each water depth between the Atlantic and Pacific. However, sediment communities differ greatly from the Atlantic site to the Pacific site. Finally, for relative patterns of diversity and class-level community composition, deep sequencing and shallow sequencing provide similar results.
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Affiliation(s)
- Zak Kerrigan
- Graduate School of Oceanography, The University of Rhode Island, Narragansett, RI, United States
| | | | - Steven D'Hondt
- Graduate School of Oceanography, The University of Rhode Island, Narragansett, RI, United States
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Kirkpatrick JB, Walsh EA, D'Hondt S. Microbial Selection and Survival in Subseafloor Sediment. Front Microbiol 2019; 10:956. [PMID: 31139156 PMCID: PMC6527604 DOI: 10.3389/fmicb.2019.00956] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/16/2019] [Indexed: 01/23/2023] Open
Abstract
Many studies have examined relationships of microorganisms to geochemical zones in subseafloor sediment. However, responses to selective pressure and patterns of community succession with sediment depth have rarely been examined. Here we use 16S rDNA sequencing to examine the succession of microbial communities at sites in the Indian Ocean and the Bering Sea. The sediment ranges in depth from 0.16 to 332 m below seafloor and in age from 660 to 1,300,000 years. The majority of subseafloor taxonomic diversity is present in the shallowest depth sampled. The best predictor of sequence presence or absence in the oldest sediment is relative abundance in the near-seafloor sediment. This relationship suggests that perseverance of specific taxa into deep, old sediment is primarily controlled by the taxonomic abundance that existed when the sediment was near the seafloor. The operational taxonomic units that dominate at depth comprise a subset of the local seafloor community at each site, rather than a grown-in group of geographically widespread subseafloor specialists. At both sites, most taxa classified as abundant decrease in relative frequency with increasing sediment depth and age. Comparison of community composition to cell counts at the Bering Sea site indicates that the rise of the few dominant taxa in the deep subseafloor community does not require net replication, but might simply result from lower mortality relative to competing taxa on the long timescale of community burial.
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Affiliation(s)
- John B Kirkpatrick
- Graduate School of Oceanography, The University of Rhode Island, Narragansett, RI, United States.,The Evergreen State College, Olympia, WA, United States
| | - Emily A Walsh
- Graduate School of Oceanography, The University of Rhode Island, Narragansett, RI, United States
| | - Steven D'Hondt
- Graduate School of Oceanography, The University of Rhode Island, Narragansett, RI, United States
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Rzeznik-Orignac J, Puisay A, Derelle E, Peru E, Le Bris N, Galand PE. Co-occurring nematodes and bacteria in submarine canyon sediments. PeerJ 2018; 6:e5396. [PMID: 30083476 PMCID: PMC6074754 DOI: 10.7717/peerj.5396] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/17/2018] [Indexed: 01/17/2023] Open
Abstract
In submarine canyon sediments, bacteria and nematodes dominate the benthic biomass and play a key role in nutrient cycling and energy transfer. The diversity of these communities remains, however, poorly studied. This work aims at describing the composition of bacteria and nematode communities in the Lacaze-Duthiers submarine canyon in the north-western Mediterranean Sea. We targeted three sediment depths for two consecutive years and investigated the communities using nuclear markers (18S rRNA and 16S rRNA genes). High throughput sequencing combined to maximal information coefficient (MIC) statistical analysis allowed us to identify, for the first time, at the same small scale, the community structures and the co-occurrence of nematodes and bacteria Operational Taxonomic Units across the sediment cores. The associations detected by MIC revealed marked patterns of co-occurrences between the bacteria and nematodes in the sediment of the canyon and could be linked to the ecological requirements of individual bacteria and nematodes. For the bacterial community, Delta- and Gammaproteobacteria sequences were the most abundant, as seen in some canyons earlier, although Acidobacteria, Actinobacteria and Planctomycetes have been prevalent in other canyon sediments. The 20 identified nematode genera included bacteria feeders as Terschellingia, Eubostrichus, Geomonhystera, Desmoscolex and Leptolaimus. The present study provides new data on the diversity of bacterial and nematodes communities in the Lacaze-Duthiers canyon and further highlights the importance of small-scale sampling for an accurate vision of deep-sea communities.
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Affiliation(s)
- Jadwiga Rzeznik-Orignac
- Laboratoire d'Ecogéochimie des Environnements Benthiques, LECOB, Sorbonne Université, CNRS, Banyuls-sur-Mer, France
| | - Antoine Puisay
- Laboratoire d'Ecogéochimie des Environnements Benthiques, LECOB, Sorbonne Université, CNRS, Banyuls-sur-Mer, France.,Criobe, Laboratoire d'Excellence "Corail", PSL Research University: EPHE-UPVD-CNRS, Papetoai, French Polynesia
| | - Evelyne Derelle
- Laboratoire de Biologie Intégrative des Organismes Marins, Sorbonne Université, CNRS, Banyuls-sur-Mer, France.,LEMAR UMR 6539 CNRS/UBO/IRD/Ifremer, IUEM, Plouzané, France
| | - Erwan Peru
- Laboratoire d'Ecogéochimie des Environnements Benthiques, LECOB, Sorbonne Université, CNRS, Banyuls-sur-Mer, France
| | - Nadine Le Bris
- Laboratoire d'Ecogéochimie des Environnements Benthiques, LECOB, Sorbonne Université, CNRS, Banyuls-sur-Mer, France
| | - Pierre E Galand
- Laboratoire d'Ecogéochimie des Environnements Benthiques, LECOB, Sorbonne Université, CNRS, Banyuls-sur-Mer, France
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