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      Taxonomic and functional partitioning of Chloroflexota populations under ferruginous conditions at and below the sediment-water interface

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          Abstract

          The adaptation of the phylum Chloroflexota to various geochemical conditions is thought to have originated in primitive microbial ecosystems, involving hydrogenotrophic energy conservation under ferruginous anoxia. Oligotrophic deep waters displaying anoxic ferruginous conditions, such as those of Lake Towuti, and their sediments may thus constitute a preferential ecological niche for investigating metabolic versatility in modern Chloroflexota. Combining pore water geochemistry, cell counts, sulfate reduction rates, and 16S rRNA genes with in-depth analysis of metagenome-assembled genomes, we show that Chloroflexota benefit from cross-feeding on metabolites derived from canonical respiration chains and fermentation. Detailing their genetic contents, we provide molecular evidence that Anaerolineae have metabolic potential to use unconventional electron acceptors, different cytochromes, and multiple redox metalloproteins to cope with oxygen fluctuations, and thereby effectively colonizing the ferruginous sediment-water interface. In sediments, Dehalococcoidia evolved to be acetogens, scavenging fatty acids, haloacids, and aromatic acids, apparently bypassing specific steps in carbon assimilation pathways to perform energy-conserving secondary fermentations combined with CO 2 fixation via the Wood–Ljungdahl pathway. Our study highlights the partitioning of Chloroflexota populations according to alternative electron acceptors and donors available at the sediment-water interface and below. Chloroflexota would have developed analogous primeval features due to oxygen fluctuations in ancient ferruginous ecosystems.

          Abstract

          Chloroflexota populations are partitioned according to alternative electron acceptors (Anaerolineae) and donors (Dehalococcoidia) among respiratory and fermentative metabolites.

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          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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              Cutadapt removes adapter sequences from high-throughput sequencing reads

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: Project administrationRole: Writing - original draft
                Role: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Writing - review & editing
                Role: Data curationRole: Formal analysisRole: SoftwareRole: ValidationRole: Writing - review & editing
                Role: Data curationRole: Formal analysisRole: SoftwareRole: SupervisionRole: ValidationRole: Writing - review & editing
                Role: ConceptualizationRole: InvestigationRole: Project administrationRole: Writing - review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: Writing - review & editing
                Journal
                FEMS Microbiol Ecol
                FEMS Microbiol Ecol
                femsec
                FEMS Microbiology Ecology
                Oxford University Press
                0168-6496
                1574-6941
                December 2024
                09 October 2024
                09 October 2024
                : 100
                : 12
                : fiae140
                Affiliations
                GFZ German Research Centre for Geosciences, Section Geomicrobiology , Telegrafenberg, 14473 Potsdam, Germany
                GFZ German Research Centre for Geosciences, Section Geomicrobiology , Telegrafenberg, 14473 Potsdam, Germany
                GFZ German Research Centre for Geosciences, Section Geomicrobiology , Telegrafenberg, 14473 Potsdam, Germany
                GFZ German Research Centre for Geosciences, Section Geomicrobiology , Telegrafenberg, 14473 Potsdam, Germany
                Research Center for Limnology and Water Resources, National Research and Innovation Agency (BRIN) , Cibinong, 16911 Jawa Barat, Indonesia
                GFZ German Research Centre for Geosciences, Section Geomicrobiology , Telegrafenberg, 14473 Potsdam, Germany
                Author notes
                Corresponding author. GFZ German Research Centre for Geosciences, Section Geomicrobiology, Helmholtz Centre Potsdam, Telegrafenberg, 14473 Potsdam, Germany. E-mail: aurele.vuillemin@ 123456gfz-potsdam.de
                Author information
                https://orcid.org/0000-0002-7724-8931
                https://orcid.org/0000-0002-4268-9630
                https://orcid.org/0000-0001-8417-593X
                https://orcid.org/0000-0003-0970-7304
                https://orcid.org/0000-0003-1698-8909
                https://orcid.org/0000-0002-6440-1140
                Article
                fiae140
                10.1093/femsec/fiae140
                11650866
                39384533
                3d2bf2af-6b39-410a-9cc1-811bfa3f3286
                © The Author(s) 2024. Published by Oxford University Press on behalf of FEMS.

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 01 July 2024
                : 30 August 2024
                : 08 October 2024
                : 17 December 2024
                Page count
                Pages: 15
                Funding
                Funded by: German Research Foundation, DOI 10.13039/501100001659;
                Award ID: 2293/8-1
                Award ID: 252862192
                Award ID: 94/1-1
                Award ID: VU 94/3-1
                Award ID: 270921149
                Award ID: 497135959
                Funded by: Swiss National Science Foundation, DOI 10.13039/501100001711;
                Award ID: P2GEP2_148621
                Funded by: German Research Centre for Geosciences, DOI 10.13039/501100010956;
                Categories
                Research Article
                AcademicSubjects/SCI01150

                Microbiology & Virology
                chloroflexota,anaerolineae,dehalococcoidia,ferruginous conditions,sulfate reduction,fermentation,acetogenesis,wood–ljungdahl pathway

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