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Stable-Isotope-Informed, Genome-Resolved Metagenomics Uncovers Potential Cross-Kingdom Interactions in Rhizosphere Soil

Journal Article · · mSphere
 [1];  [2];  [3];  [4];  [5];  [4];  [3];  [6];  [7];
  1. Department of Plant and Microbial Biology, University of California, Berkeley, California, USA
  2. Lincoln Science Centre, AgResearch Ltd., Christchurch, New Zealand
  3. Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California, USA
  4. Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA, Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
  5. Biofilm Center, University of Duisburg—Essen, Essen, Germany
  6. Department of Environmental Science, Policy, and Management, University of California, Berkeley, California, USA, Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, USA
  7. Department of Environmental Science, Policy, and Management, University of California, Berkeley, California, USA, Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, California, USA, Department of Earth and Planetary Science, University of California, Berkeley, California, USA, Innovative Genomics Institute, Berkeley, California, USA, Chan Zuckerberg Biohub, San Francisco, California, USA

Plants grow in intimate association with soil microbial communities; these microbes can facilitate the availability of essential resources to plants. Thus, plant productivity commonly depends on interactions with rhizosphere bacteria, viruses, and eukaryotes.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
German Science Foundation; National Science Foundation (NSF); USDOE; USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231; AC52-07NA27344; SC0010566; SC0010570; SC0016247; SC0020172
OSTI ID:
1818172
Alternate ID(s):
OSTI ID: 1855191
OSTI ID: 1867551
Report Number(s):
LLNL-JRNL-814137; e00085-21
Journal Information:
mSphere, Journal Name: mSphere Journal Issue: 5 Vol. 6; ISSN 2379-5042
Publisher:
American Society for MicrobiologyCopyright Statement
Country of Publication:
United States
Language:
English

References (106)

Estimating taxon‐specific population dynamics in diverse microbial communities journal January 2018
Burkholderia genome mining for nonribosomal peptide synthetases reveals a great potential for novel siderophores and lipopeptides synthesis journal April 2016
Rhizosphere Carbon Turnover from Cradle to Grave: The Role of Microbe–Plant Interactions book August 2020
Temporal changes of bacterial communities in the Tuber melanosporum ectomycorrhizosphere during ascocarp development journal January 2016
Mechanisms of action of plant growth promoting bacteria journal October 2017
Effect of mechanical damage on vigor, physiological parameters, and susceptibility of oat (Avena sativa) to Fusarium culmorum infection journal September 2011
A high-efficiency, “low-technology” Tullgren-type extractor for soil microarthropods journal February 1991
Steady-state dissolution kinetics of mineral ferric phosphate in the presence of desferrioxamine-B and oxalate ligands at pH=4–6 and T=24±0.6°C journal August 2012
A View to a Kill: The Bacterial Type VI Secretion System journal January 2014
Salicylic Acid Inhibits Pathogen Growth in Plants through Repression of the Auxin Signaling Pathway journal October 2007
GC–MS SPME profiling of rhizobacterial volatiles reveals prospective inducers of growth promotion and induced systemic resistance in plants journal October 2006
Using stable isotopes to explore root-microbe-mineral interactions in soil journal June 2017
Disentangling carbon flow across microbial kingdoms in the rhizosphere of maize journal July 2019
Microbial extracellular polysaccharide production and aggregate stability controlled by switchgrass (Panicum virgatum) root biomass and soil water potential journal April 2020
Off the hook – how bacteria survive protozoan grazing journal July 2005
The Ecological Role of Volatile and Soluble Secondary Metabolites Produced by Soil Bacteria journal April 2017
Who's your neighbor? New computational approaches for functional genomics journal June 2000
Stable-isotope probing and metagenomics reveal predation by protozoa drives E. coli removal in slow sand filters journal October 2014
Investigation of the microbial metabolism of carbon dioxide and hydrogen in the kangaroo foregut by stable isotope probing journal March 2014
Mechanisms underlying beneficial plant–fungus interactions in mycorrhizal symbiosis journal July 2010
Fast gapped-read alignment with Bowtie 2 journal March 2012
Strong succession in arbuscular mycorrhizal fungal communities journal August 2018
Bacterial contributions to delignification and lignocellulose degradation in forest soils with metagenomic and quantitative stable isotope probing journal September 2018
Niche differentiation is spatially and temporally regulated in the rhizosphere journal January 2020
Differential depth distribution of microbial function and putative symbionts through sediment-hosted aquifers in the deep terrestrial subsurface journal January 2018
Recovery of genomes from metagenomes via a dereplication, aggregation and scoring strategy journal May 2018
Host-linked soil viral ecology along a permafrost thaw gradient journal July 2018
Mediterranean grassland soil C–N compound turnover is dependent on rainfall and depth, and is mediated by genomically divergent microorganisms journal May 2019
Novel soil bacteria possess diverse genes for secondary metabolite biosynthesis journal June 2018
Structure and function of the global topsoil microbiome journal August 2018
A Versatile Sample Processing Workflow for Metagenomic Pathogen Detection journal August 2018
Increased plant productivity and decreased microbial respiratory C loss by plant growth-promoting rhizobacteria under elevated CO2 journal March 2015
Enhanced sensitivity of DNA- and rRNA-based stable isotope probing by fractionation and quantitative analysis of isopycnic centrifugation gradients: Quantitative analysis of SIP gradients journal December 2003
Bacterial volatiles promote growth in Arabidopsis journal April 2003
Rainfall-induced carbon dioxide pulses result from sequential resuscitation of phylogenetically clustered microbial groups journal June 2012
Metatranscriptomic reconstruction reveals RNA viruses with the potential to shape carbon cycling in soil journal November 2019
Heterotrophic growth of cyanobacteria and phage-mediated microbial loop in soil: Examination by stable isotope probing (SIP) method journal April 2012
InterProScan - an integration platform for the signature-recognition methods in InterPro journal September 2001
UniRef: comprehensive and non-redundant UniProt reference clusters journal March 2007
Search and clustering orders of magnitude faster than BLAST journal August 2010
IDBA-UD: a de novo assembler for single-cell and metagenomic sequencing data with highly uneven depth journal April 2012
Geneious Basic: An integrated and extendable desktop software platform for the organization and analysis of sequence data journal April 2012
RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies journal January 2014
MaxBin 2.0: an automated binning algorithm to recover genomes from multiple metagenomic datasets journal October 2015
UniProt Knowledgebase: a hub of integrated protein data journal January 2011
NO way to live; the various roles of nitric oxide in plant–pathogen interactions journal December 2005
MAFFT Multiple Sequence Alignment Software Version 7: Improvements in Performance and Usability journal January 2013
tRNAscan-SE: A Program for Improved Detection of Transfer RNA Genes in Genomic Sequence journal March 1997
KEGG: Kyoto Encyclopedia of Genes and Genomes journal January 1999
HMMER web server: interactive sequence similarity searching journal May 2011
antiSMASH: rapid identification, annotation and analysis of secondary metabolite biosynthesis gene clusters in bacterial and fungal genome sequences journal June 2011
dbCAN: a web resource for automated carbohydrate-active enzyme annotation journal May 2012
Interactive tree of life (iTOL) v3: an online tool for the display and annotation of phylogenetic and other trees journal April 2016
antiSMASH 4.0—improvements in chemistry prediction and gene cluster boundary identification journal April 2017
dbCAN2: a meta server for automated carbohydrate-active enzyme annotation journal May 2018
Predicting Protein Function by Genomic Context: Quantitative Evaluation and Qualitative Inferences journal August 2000
Time series community genomics analysis reveals rapid shifts in bacterial species, strains, and phage during infant gut colonization journal August 2012
Accurate, multi-kb reads resolve complex populations and detect rare microorganisms journal February 2015
Creating the CIPRES Science Gateway for inference of large phylogenetic trees conference November 2010
Genomic resolution of a cold subsurface aquifer community provides metabolic insights for novel microbes adapted to high CO 2 concentrations : Genomic resolution of a high-CO journal July 2016
Diverse effect of phosphatidylcholine biosynthetic genes on phospholipid homeostasis, cell autophagy and fungal developments in Metarhizium robertsii: PC biosynthetic genes effect fungal physiology journal December 2017
Microbial community assembly differs across minerals in a rhizosphere microcosm journal September 2018
Identification of glucose-fermenting bacteria present in an in vitro model of the human intestine by RNA-stable isotope probing: RNA-SIP of human microbiota journal April 2007
Cultivation-independent analysis reveals a shift in ciliate 18S rRNA gene diversity in a polycyclic aromatic hydrocarbon-polluted soil: Ciliate diversity in soils journal December 2007
Bacterial quorum sensing and nitrogen cycling in rhizosphere soil: Bacterial QS and rhizosphere nitrogen cycling journal November 2008
Incorporation of plant residue-derived carbon into the microeukaryotic community in a rice field soil revealed by DNA stable-isotope probing journal November 2011
Stable isotope probing of bacterial community structure and gene expression in the rhizosphere of Arabidopsis thaliana journal March 2012
A global atlas of the dominant bacteria found in soil journal January 2018
Quantitative Analysis of Lysobacter Predation journal July 2015
Migratory Response of Soil Bacteria to Lyophyllum sp. Strain Karsten in Soil Microcosms journal March 2009
Quantitative Microbial Ecology through Stable Isotope Probing journal August 2015
Accurate Estimation of Fungal Diversity and Abundance through Improved Lineage-Specific Primers Optimized for Illumina Amplicon Sequencing journal October 2016
Elevated Abundance of Bacteriophage Infecting Bacteria in Soil journal January 2003
Bacterial and Archaeal Metagenome-Assembled Genome Sequences from Svalbard Permafrost journal July 2019
Successional Trajectories of Rhizosphere Bacterial Communities over Consecutive Seasons journal August 2015
Moleculo Long-Read Sequencing Facilitates Assembly and Genomic Binning from Complex Soil Metagenomes journal June 2016
Soil Viruses Are Underexplored Players in Ecosystem Carbon Processing journal October 2018
Measurement Error and Resolution in Quantitative Stable Isotope Probing: Implications for Experimental Design journal August 2020
Adhesins Involved in Attachment to Abiotic Surfaces by Gram-Negative Bacteria journal August 2015
Bacterial Secretion Systems: An Overview journal February 2016
Graph Clustering Via a Discrete Uncoupling Process journal January 2008
RNA-Based Stable Isotope Probing Suggests Allobaculum spp. as Particularly Active Glucose Assimilators in a Complex Murine Microbiota Cultured In Vitro journal January 2017
Prodigal: prokaryotic gene recognition and translation initiation site identification journal March 2010
CRISPRDetect: A flexible algorithm to define CRISPR arrays journal May 2016
A viability-linked metagenomic analysis of cleanroom environments: eukarya, prokaryotes, and viruses journal December 2015
Stable isotope informed genome-resolved metagenomics reveals that Saccharibacteria utilize microbially-processed plant-derived carbon journal July 2018
Metagenomic Analysis of the Bacterial Community Associated with the Taproot of Sugar Beet journal January 2015
Control of Glucosylceramide Production and Morphogenesis by the Bar1 Ceramide Synthase in Fusarium graminearum journal April 2011
Nematicidal Bacteria Associated to Pinewood Nematode Produce Extracellular Proteases journal November 2013
Characterization of the 18S rRNA Gene for Designing Universal Eukaryote Specific Primers journal February 2014
Taxonomic Resolutions Based on 18S rRNA Genes: A Case Study of Subclass Copepoda journal June 2015
Characterization of an Insecticidal Toxin and Pathogenicity of Pseudomonas taiwanensis against Insects journal August 2014
Growth and death of bacteria and fungi underlie rainfall-induced carbon dioxide pulses from seasonally dried soil journal May 2014
Notes on Methods for the Extraction of Small Soil Arthropods journal May 1953
Stable isotope labeling confirms mixotrophic nature of streamer biofilm communities at alkaline hot springs journal February 2015
Rhizosphere bacterial communities of dominant steppe plants shift in response to a gradient of simulated nitrogen deposition journal August 2015
Biochemistry and genetics of ACC deaminase: a weapon to “stress ethylene” produced in plants journal September 2015
Responses of soil microeukaryotic communities to short-term fumigation-incubation revealed by MiSeq amplicon sequencing journal October 2015
Belowground Response to Drought in a Tropical Forest Soil. I. Changes in Microbial Functional Potential and Metabolism journal April 2016
The Ecological Role of Type Three Secretion Systems in the Interaction of Bacteria with Fungi in Soil and Related Habitats Is Diverse and Context-Dependent journal January 2017
Microbial Phosphorus Solubilization and Its Potential for Use in Sustainable Agriculture journal June 2017
New Biological Insights Into How Deforestation in Amazonia Affects Soil Microbial Communities Using Metagenomics and Metagenome-Assembled Genomes journal July 2018
Gut bacteria are rarely shared by co-hospitalized premature infants, regardless of necrotizing enterocolitis development journal March 2015
MetaBAT, an efficient tool for accurately reconstructing single genomes from complex microbial communities journal January 2015
Proteogenomic analyses indicate bacterial methylotrophy and archaeal heterotrophy are prevalent below the grass root zone journal January 2016
VirSorter: mining viral signal from microbial genomic data journal January 2015