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      Epilithic Microbial Community Functionality in Deep Oligotrophic Continental Bedrock

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          Abstract

          The deep terrestrial biosphere hosts vast sessile rock surface communities and biofilms, but thus far, mostly planktic communities have been studied. We enriched deep subsurface microbial communities on mica schist in microcosms containing bedrock groundwater from the depth of 500 m from Outokumpu, Finland. The biofilms were visualized using scanning electron microscopy, revealing numerous different microbial cell morphologies and attachment strategies on the mica schist surface, e.g., bacteria with outer membrane vesicle-like structures, hair-like extracellular extensions, and long tubular cell structures expanding over hundreds of micrometers over mica schist surfaces. Bacterial communities were analyzed with amplicon sequencing showing that Pseudomonas, Desulfosporosinus, Hydrogenophaga, and Brevundimonas genera dominated communities after 8–40 months of incubation. A total of 21 metagenome assembled genomes from sessile rock surface metagenomes identified genes involved in biofilm formation, as well as a wide variety of metabolic traits indicating a high degree of environmental adaptivity to oligotrophic environment and potential for shifting between multiple energy or carbon sources. In addition, we detected ubiquitous organic carbon oxidation and capacity for arsenate and selenate reduction within our rocky MAGs. Our results agree with the previously suggested interaction between the deep subsurface microbial communities and the rock surfaces, and that this interaction could be crucial for sustaining life in the harsh anoxic and oligotrophic deep subsurface of crystalline bedrock environment.

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          Most cited references114

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          Trimmomatic: a flexible trimmer for Illumina sequence data

          Motivation: Although many next-generation sequencing (NGS) read preprocessing tools already existed, we could not find any tool or combination of tools that met our requirements in terms of flexibility, correct handling of paired-end data and high performance. We have developed Trimmomatic as a more flexible and efficient preprocessing tool, which could correctly handle paired-end data. Results: The value of NGS read preprocessing is demonstrated for both reference-based and reference-free tasks. Trimmomatic is shown to produce output that is at least competitive with, and in many cases superior to, that produced by other tools, in all scenarios tested. Availability and implementation: Trimmomatic is licensed under GPL V3. It is cross-platform (Java 1.5+ required) and available at http://www.usadellab.org/cms/index.php?page=trimmomatic Contact: usadel@bio1.rwth-aachen.de Supplementary information: Supplementary data are available at Bioinformatics online.
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            Fast gapped-read alignment with Bowtie 2.

            As the rate of sequencing increases, greater throughput is demanded from read aligners. The full-text minute index is often used to make alignment very fast and memory-efficient, but the approach is ill-suited to finding longer, gapped alignments. Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.
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              DADA2: High resolution sample inference from Illumina amplicon data

              We present DADA2, a software package that models and corrects Illumina-sequenced amplicon errors. DADA2 infers sample sequences exactly, without coarse-graining into OTUs, and resolves differences of as little as one nucleotide. In several mock communities DADA2 identified more real variants and output fewer spurious sequences than other methods. We applied DADA2 to vaginal samples from a cohort of pregnant women, revealing a diversity of previously undetected Lactobacillus crispatus variants.
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                Author and article information

                Contributors
                Journal
                Front Microbiol
                Front Microbiol
                Front. Microbiol.
                Frontiers in Microbiology
                Frontiers Media S.A.
                1664-302X
                01 March 2022
                2022
                : 13
                : 826048
                Affiliations
                [1] 1VTT Technical Research Centre of Finland Ltd. , Espoo, Finland
                [2] 2Geological Survey of Finland , Espoo, Finland
                [3] 3European Chemicals Agency (ECHA) , Helsinki, Finland
                [4] 4Department of Physics, University of Helsinki , Helsinki, Finland
                Author notes

                Edited by: Elizabeth Trembath-Reichert, Arizona State University, United States

                Reviewed by: Amy Renee Smith, Bard College at Simon’s Rock, United States; Axel Schippers, Federal Institute for Geosciences and Natural Resources, Germany

                *Correspondence: Maija Nuppunen-Puputti, ext-maija.nuppunen-puputti@ 123456vtt.fi

                This article was submitted to Microbiological Chemistry and Geomicrobiology, a section of the journal Frontiers in Microbiology

                Article
                10.3389/fmicb.2022.826048
                8921683
                35300483
                1d198f93-f0a4-4f38-84e4-7203d7ff45b0
                Copyright © 2022 Nuppunen-Puputti, Kietäväinen, Raulio, Soro, Purkamo, Kukkonen and Bomberg.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 30 November 2021
                : 12 January 2022
                Page count
                Figures: 9, Tables: 2, Equations: 0, References: 117, Pages: 23, Words: 15825
                Funding
                Funded by: Maj ja Tor Nesslingin Säätiö, doi 10.13039/501100004157;
                Award ID: NF_DEEPFUN
                Funded by: Academy of Finland, doi 10.13039/501100002341;
                Award ID: Grant No.133348/2009
                Categories
                Microbiology
                Original Research

                Microbiology & Virology
                crystalline bedrock,deep biosphere,fennoscandian shield,sessile microbial communities,the outokumpu deep drill hole,metagenome-assembled genomes,microbe-mineral interactions,sulfate reduction

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