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      Metatranscriptomic reconstruction reveals RNA viruses with the potential to shape carbon cycling in soil

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          Significance

          The diversity and ecology of RNA viruses is severely understudied in complex environments. Here we investigate the diversity and community patterns of soil RNA viruses by analyzing assembled metatranscriptomes. We tracked RNA viral and host communities for 22 d in 2 soil environments central to carbon cycling, the rhizosphere and detritosphere. This work is an important step toward understanding the factors that drive RNA viral communities. The main hosts in our system may be Fungi and Proteobacteria; this is in contrast to the ocean, where diatoms and other single cellular eukaryotes are primary hosts for RNA viruses. These results greatly expand the known diversity of viruses and contribute to understanding microbial interactions in soil with major implications for carbon cycling.

          Abstract

          Viruses impact nearly all organisms on Earth, with ripples of influence in agriculture, health, and biogeochemical processes. However, very little is known about RNA viruses in an environmental context, and even less is known about their diversity and ecology in soil, 1 of the most complex microbial systems. Here, we assembled 48 individual metatranscriptomes from 4 habitats within a planted soil sampled over a 22-d time series: Rhizosphere alone, detritosphere alone, rhizosphere with added root detritus, and unamended soil (4 time points and 3 biological replicates). We resolved the RNA viral community, uncovering a high diversity of viral sequences. We also investigated possible host organisms by analyzing metatranscriptome marker genes. Based on viral phylogeny, much of the diversity was Narnaviridae that may parasitize fungi or Leviviridae, which may infect Proteobacteria. Both host and viral communities appear to be highly dynamic, and rapidly diverged depending on experimental conditions. The viral and host communities were structured based on the presence of root litter. Clear temporal dynamics by Leviviridae and their hosts indicated that viruses were replicating. With this time-resolved analysis, we show that RNA viruses are diverse, abundant, and active in soil. When viral infection causes host cell death, it may mobilize cell carbon in a process that may represent an overlooked component of soil carbon cycling.

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            A new versatile primer set targeting a short fragment of the mitochondrial COI region for metabarcoding metazoan diversity: application for characterizing coral reef fish gut contents

            Introduction The PCR-based analysis of homologous genes has become one of the most powerful approaches for species detection and identification, particularly with the recent availability of Next Generation Sequencing platforms (NGS) making it possible to identify species composition from a broad range of environmental samples. Identifying species from these samples relies on the ability to match sequences with reference barcodes for taxonomic identification. Unfortunately, most studies of environmental samples have targeted ribosomal markers, despite the fact that the mitochondrial Cytochrome c Oxidase subunit I gene (COI) is by far the most widely available sequence region in public reference libraries. This is largely because the available versatile (“universal”) COI primers target the 658 barcoding region, whose size is considered too large for many NGS applications. Moreover, traditional barcoding primers are known to be poorly conserved across some taxonomic groups. Results We first design a new PCR primer within the highly variable mitochondrial COI region, the “mlCOIintF” primer. We then show that this newly designed forward primer combined with the “jgHCO2198” reverse primer to target a 313 bp fragment performs well across metazoan diversity, with higher success rates than versatile primer sets traditionally used for DNA barcoding (i.e. LCO1490/HCO2198). Finally, we demonstrate how the shorter COI fragment coupled with an efficient bioinformatics pipeline can be used to characterize species diversity from environmental samples by pyrosequencing. We examine the gut contents of three species of planktivorous and benthivorous coral reef fish (family: Apogonidae and Holocentridae). After the removal of dubious COI sequences, we obtained a total of 334 prey Operational Taxonomic Units (OTUs) belonging to 14 phyla from 16 fish guts. Of these, 52.5% matched a reference barcode (>98% sequence similarity) and an additional 32% could be assigned to a higher taxonomic level using Bayesian assignment. Conclusions The molecular analysis of gut contents targeting the 313 COI fragment using the newly designed mlCOIintF primer in combination with the jgHCO2198 primer offers enormous promise for metazoan metabarcoding studies. We believe that this primer set will be a valuable asset for a range of applications from large-scale biodiversity assessments to food web studies.
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              Responses of soil bacterial and fungal communities to extreme desiccation and rewetting.

              The microbial response to summer desiccation reflects adaptation strategies, setting the stage for a large rainfall-induced soil CO2 pulse upon rewetting, an important component of the ecosystem carbon budget. In three California annual grasslands, the present (DNA-based) and potentially active (RNA-based) soil bacterial and fungal communities were tracked over a summer season and in response to controlled rewetting of intact soil cores. Phylogenetic marker genes for bacterial (16S) and fungal (28S) RNA and DNA were sequenced, and the abundances of these genes and transcripts were measured. Although bacterial community composition differed among sites, all sites shared a similar response pattern of the present and potentially active bacterial community to dry-down and wet-up. In contrast, the fungal community was not detectably different among sites, and was largely unaffected by dry-down, showing marked resistance to dessication. The potentially active bacterial community changed significantly as summer dry-down progressed, then returned to pre-dry-down composition within several hours of rewetting, displaying spectacular resilience. Upon rewetting, transcript copies of bacterial rpoB genes increased consistently, reflecting rapid activity resumption. Acidobacteria and Actinobacteria were the most abundant phyla present and potentially active, and showed the largest changes in relative abundance. The relative increase (Actinobacteria) and decrease (Acidobacteria) with dry-down, and the reverse responses to rewetting reflected a differential response, which was conserved at the phylum level and consistent across sites. These contrasting desiccation-related bacterial life-strategies suggest that predicted changes in precipitation patterns may affect soil nutrient and carbon cycling by differentially impacting activity patterns of microbial communities.
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                Author and article information

                Journal
                Proc Natl Acad Sci U S A
                Proc. Natl. Acad. Sci. U.S.A
                pnas
                pnas
                PNAS
                Proceedings of the National Academy of Sciences of the United States of America
                National Academy of Sciences
                0027-8424
                1091-6490
                17 December 2019
                26 November 2019
                26 November 2019
                : 116
                : 51
                : 25900-25908
                Affiliations
                [1] aDepartment of Plant and Microbial Biology, University of California, Berkeley , CA 94720;
                [2] bPhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory , Livermore, CA 94550;
                [3] cDepartment of Earth and Planetary Science, University of California, Berkeley , CA 94720;
                [4] dEarth Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, CA 94720;
                [5] eDepartment of Environmental Science, Policy, and Management, University of California, Berkeley , CA 94720;
                [6] fChan Zuckerberg Biohub , San Francisco, CA 94158;
                [7] gInnovative Genomics Institute , Berkeley, CA 94720
                Author notes
                1To whom correspondence may be addressed. Email: jbanfield@ 123456berkeley.edu or mkfstone@ 123456berkeley.edu .

                Contributed by Mary K. Firestone, October 25, 2019 (sent for review May 16, 2019; reviewed by Steven W. Wilhelm and Kurt E. Williamson)

                Author contributions: E.P.S., E.E.N., J.P.-R., and M.K.F. designed research; E.P.S. and E.E.N. performed research; E.P.S., E.E.N., and J.F.B. analyzed data; and E.P.S. and J.F.B. wrote the paper.

                Reviewers: S.W.W., The University of Tennessee; and K.E.W., The College of William and Mary.

                Article
                201908291
                10.1073/pnas.1908291116
                6926006
                31772013
                2393f300-0d9d-44c6-a378-d6fa057cdba8
                Copyright © 2019 the Author(s). Published by PNAS.

                This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

                History
                Page count
                Pages: 9
                Funding
                Funded by: U.S. Department of Energy (DOE) 100000015
                Award ID: DE-SC0010570
                Award Recipient : Jillian F. Banfield Award Recipient : Mary K. Firestone
                Funded by: U.S. Department of Energy (DOE) 100000015
                Award ID: DOE-SC0016247
                Award Recipient : Jillian F. Banfield Award Recipient : Mary K. Firestone
                Funded by: U.S. Department of Energy (DOE) 100000015
                Award ID: DOE-SC10010566
                Award Recipient : Jillian F. Banfield Award Recipient : Mary K. Firestone
                Funded by: DOE | LDRD | Lawrence Livermore National Laboratory (LLNL) 100006227
                Award ID: SCW1589
                Award Recipient : Jennifer Pett-Ridge
                Funded by: DOE | LDRD | Lawrence Berkeley National Laboratory (LBNL) 100006235
                Award ID: SCW1632
                Award Recipient : Jennifer Pett-Ridge
                Funded by: National Science Foundation (NSF) 100000001
                Award ID: EAR-1331940
                Award Recipient : Mary K. Firestone
                Categories
                Biological Sciences
                Microbiology

                virus,phage,soil,rhizosphere,metatranscriptome
                virus, phage, soil, rhizosphere, metatranscriptome

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