DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Viral but not bacterial community successional patterns reflect extreme turnover shortly after rewetting dry soils

Journal Article · · Nature Ecology and Evolution
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3];  [4]; ORCiD logo [1]
  1. University of California, Davis, CA (United States)
  2. Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
  3. Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); University of California, Merced, CA (United States); University of California, Berkeley, CA (United States)
  4. University of California, Berkeley, CA (United States)

As central members of soil trophic networks, viruses have the potential to drive substantial microbial mortality and nutrient turnover. Pinpointing viral contributions to terrestrial ecosystem processes remains a challenge, as temporal dynamics are difficult to unravel in the spatially and physicochemically heterogeneous soil environment. In Mediterranean grasslands, the first rainfall after seasonal drought provides an ecosystem reset, triggering microbial activity during a tractable window for capturing short-term dynamics. In this report we simulated precipitation in microcosms from four distinct dry grassland soils and generated 144 viromes, 84 metagenomes and 84 16S ribosomal RNA gene amplicon datasets to characterize viral, prokaryotic and relic DNA dynamics over 10 days. Vastly different viral communities in each soil followed remarkably similar successional trajectories. Wet-up triggered a significant increase in viral richness, followed by extensive compositional turnover. Temporal succession in prokaryotic communities was much less pronounced, perhaps suggesting differences in the scales of activity captured by viromes (representing recently produced, ephemeral viral particles) and total DNA. Still, differences in the relative abundances of Actinobacteria (enriched in dry soils) and Proteobacteria (enriched in wetted soils) matched those of their predicted phages, indicating viral predation of dominant bacterial taxa. Rewetting also rapidly depleted relic DNA, which subsequently reaccumulated, indicating substantial new microbial mortality in the days after wet-up, particularly of the taxa putatively under phage predation. Production of abundant, diverse viral particles via microbial host cell lysis appears to be a conserved feature of the early response to soil rewetting, and results suggest the potential for ‘Cull-the-Winner’ dynamics, whereby viruses infect and cull but do not decimate dominant host populations.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Biological and Environmental Research (BER); National Institutes of Health (NIH)
Grant/Contract Number:
AC52-07NA27344; SC0020163; SC0021198
OSTI ID:
2283632
Report Number(s):
LLNL--JRNL-852843; 1080377
Journal Information:
Nature Ecology and Evolution, Journal Name: Nature Ecology and Evolution Journal Issue: 11 Vol. 7; ISSN 2397-334X
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (109)

Ecology of viruses in soils: Past, present and future perspectives journal February 2008
Temporal Dynamics of Soil Virus and Bacterial Populations in Agricultural and Early Plant Successional Soils journal July 2020
UpSetR: an R package for the visualization of intersecting sets and their properties journal June 2017
Basic local alignment search tool journal October 1990
Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample journal June 2010
Soil Bacterial Community Structure Responses to Precipitation Reduction and Forest Management in Forest Ecosystems across Germany journal April 2015
Lysogeny in nature: mechanisms, impact and ecology of temperate phages journal March 2017
ggtree : an r package for visualization and annotation of phylogenetic trees with their covariates and other associated data journal September 2016
Microbial seed banks: the ecological and evolutionary implications of dormancy journal January 2011
iPHoP: An integrated machine learning framework to maximize host prediction for metagenome-derived viruses of archaea and bacteria journal April 2023
Black box of phage–bacterium interactions: exploring alternative phage infection strategies journal September 2021
DADA2: High-resolution sample inference from Illumina amplicon data journal May 2016
The ‘Neglected’ Soil Virome – Potential Role and Impact journal August 2018
Viral Production, Decay Rates, and Life Strategies along a Trophic Gradient in the North Adriatic Sea journal November 2005
Plant-associated fungi support bacterial resilience following water limitation journal September 2022
Cycling of extracellular DNA in the soil environment journal December 2007
APE: Analyses of Phylogenetics and Evolution in R language journal January 2004
Coming-of-Age Characterization of Soil Viruses: A User’s Guide to Virus Isolation, Detection within Metagenomes, and Viromics journal April 2020
Drought delays development of the sorghum root microbiome and enriches for monoderm bacteria journal April 2018
Pre-exposure to drought increases the resistance of tropical forest soil bacterial communities to extended drought journal November 2012
Diversity in the soil virosphere: to infinity and beyond? journal November 2022
Effects of Spatial Variability and Relic DNA Removal on the Detection of Temporal Dynamics in Soil Microbial Communities journal January 2020
Characteristics of Wetting-Induced Bacteriophage Blooms in Biological Soil Crust journal December 2019
MetaBAT 2: an adaptive binning algorithm for robust and efficient genome reconstruction from metagenome assemblies journal January 2019
Virus decay and its causes in coastal waters journal January 1997
emmeans: Estimated Marginal Means, aka Least-Squares Means dataset March 2025
The generation and maintenance of diversity in microbial communities journal March 2011
GTDB-Tk: a toolkit to classify genomes with the Genome Taxonomy Database journal November 2019
Prolonged drought imparts lasting compositional changes to the rice root microbiome journal July 2021
Crass: identification and reconstruction of CRISPR from unassembled metagenomic data journal March 2013
Small and mighty: adaptation of superphylum Patescibacteria to groundwater environment drives their genome simplicity journal April 2020
A multitrophic model to quantify the effects of marine viruses on microbial food webs and ecosystem processes journal January 2015
Dispersal, habitat filtering, and eco-evolutionary dynamics as drivers of local and global wetland viral biogeography dataset January 2023
Responses of soil bacterial and fungal communities to extreme desiccation and rewetting journal July 2013
dRep: a tool for fast and accurate genomic comparisons that enables improved genome recovery from metagenomes through de-replication journal July 2017
Marine viruses — major players in the global ecosystem journal October 2007
Improved metagenome binning and assembly using deep variational autoencoders journal January 2021
VIBRANT: automated recovery, annotation and curation of microbial viruses, and evaluation of viral community function from genomic sequences journal June 2020
Niche differentiation is spatially and temporally regulated in the rhizosphere journal January 2020
Substantial differences in soil viral community composition within and among four Northern California habitats journal October 2022
Active virus-host interactions at sub-freezing temperatures in Arctic peat soil journal October 2021
Extraction and 16S rRNA Sequence Analysis of Microbiomes Associated with Rice Roots journal January 2018
Host-linked soil viral ecology along a permafrost thaw gradient journal July 2018
Methane-derived carbon flows into host–virus networks at different trophic levels in soil journal August 2021
New Approaches Indicate Constant Viral Diversity despite Shifts in Assemblage Structure in an Australian Hypersaline Lake journal August 2013
Viruses in soil: Nano-scale undead drivers of microbial life, biogeochemical turnover and ecosystem functions journal December 2018
RNA-viromics reveals diverse communities of soil RNA viruses with the potential to affect grassland ecosystems across multiple trophic levels journal April 2022
Is the Genetic Landscape of the Deep Subsurface Biosphere Affected by Viruses? journal January 2011
Drying and rewetting effects on C and N mineralization and microbial activity in surface and subsurface California grassland soils journal September 2008
Dormancy dampens the microbial distance–decay relationship journal March 2020
Rewetting of soil: Revisiting the origin of soil CO2 emissions journal August 2020
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 journal December 2014
Diversity and Metabolism of Marine Bacteria Cultivated on Dissolved DNA journal March 2007
Viromes outperform total metagenomes in revealing the spatiotemporal patterns of agricultural soil viral communities journal February 2021
Benchmarking viromics: an in silico evaluation of metagenome-enabled estimates of viral community composition and diversity journal January 2017
Relic DNA is abundant in soil and obscures estimates of soil microbial diversity journal December 2016
Trimmomatic: a flexible trimmer for Illumina sequence data journal April 2014
Viruses in Soil Ecosystems: An Unknown Quantity Within an Unexplored Territory journal September 2017
Minimum Information about an Uncultivated Virus Genome (MIUViG) journal December 2018
Spatial turnover of soil viral populations and genotypes overlain by cohesive responses to moisture in grasslands journal November 2022
Uncovering a hidden diversity: optimized protocols for the extraction of dsDNA bacteriophages from soil journal February 2020
Phage-Encoded Sigma Factors Alter Bacterial Dormancy journal August 2022
MEGAHIT: an ultra-fast single-node solution for large and complex metagenomics assembly via succinct de Bruijn graph journal January 2015
VIBRANT: automated recovery, annotation and curation of microbial viruses, and evaluation of viral community function from genomic sequences collection January 2020
Validation of Heavy-Water Stable Isotope Probing for the Characterization of Rapidly Responding Soil Bacteria journal May 2011
CheckV assesses the quality and completeness of metagenome-assembled viral genomes journal December 2020
Uncovering a hidden diversity: optimized protocols for the extraction of dsDNA bacteriophages from soil collection January 2020
Theoretical models for the control of bacterial growth rate, abundance, diversity and carbon demand journal January 1997
Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy journal June 2007
Phage-host interactions in soil journal November 1994
Rising to the challenge: accelerated pace of discovery transforms marine virology journal February 2015
Viral decay and viral production rates in continental-shelf and deep-sea sediments of the Mediterranean Sea journal May 2010
The metavirome of a hypersaline environment: The metavirome of a hypersaline environment journal November 2010
Production and decay of viruses in aquatic environments journal January 1991
Minnesota peat viromes reveal terrestrial and aquatic niche partitioning for local and global viral populations journal November 2021
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome journal January 2009
DNase Treatment Improves Viral Enrichment in Agricultural Soil Viromes journal October 2021
Principles of seed banks and the emergence of complexity from dormancy journal August 2021
Biogeography and Degree of Endemicity of Fluorescent Pseudomonas Strains in Soil journal December 2000
Welcome to the Tidyverse journal November 2019
CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes journal May 2015
Taxon-specific microbial growth and mortality patterns reveal distinct temporal population responses to rewetting in a California grassland soil journal March 2020
DNA Viral Diversity, Abundance, and Functional Potential Vary across Grassland Soils with a Range of Historical Moisture Regimes journal December 2021
Virus decomposition provides an important contribution to benthic deep-sea ecosystem functioning journal April 2015
The Sequence Alignment/Map format and SAMtools journal June 2009
Population Dynamics of Bacteriophage and Bacillus Subtilis in Soil journal October 1992
Databases of dereplicated vOTUs and MAGs recovered from a rewetting experiment on grassland soils dataset January 2023
Marine viruses and global climate change journal November 2011
Transcriptional Response of Nitrifying Communities to Wetting of Dry Soil journal March 2013
Embracing the unknown: disentangling the complexities of the soil microbiome journal August 2017
Taxonomic assignment of uncultivated prokaryotic virus genomes is enabled by gene-sharing networks journal May 2019
Soil Viruses: A New Hope journal May 2019
GTDB: an ongoing census of bacterial and archaeal diversity through a phylogenetically consistent, rank normalized and complete genome-based taxonomy journal September 2021
Viruses: unlocking the greatest biodiversity on Earth journal October 2013
Resuscitation of the rare biosphere contributes to pulses of ecosystem activity journal January 2015
Soil Viruses Are Underexplored Players in Ecosystem Carbon Processing journal October 2018
Extracellular DNA Plays a Key Role in Deep-Sea Ecosystem Functioning journal September 2005
Influence of Drying-Rewetting Frequency on Soil Bacterial Community Structure journal January 2003
Metatranscriptomic reconstruction reveals RNA viruses with the potential to shape carbon cycling in soil journal November 2019
A communal catalogue reveals Earth’s multiscale microbial diversity journal November 2017
Rainfall-induced carbon dioxide pulses result from sequential resuscitation of phylogenetically clustered microbial groups journal June 2012
How, When, and Where Relic DNA Affects Microbial Diversity journal June 2018
Prevalence of Lysogeny among Soil Bacteria and Presence of 16S rRNA and trzN Genes in Viral-Community DNA journal November 2007
Soil bacterial populations are shaped by recombination and gene-specific selection across a grassland meadow journal April 2020
Fast and sensitive protein alignment using DIAMOND journal November 2014
Microbial biomass response to a rapid increase in water potential when dry soil is wetted journal January 1987
ggplot2 book January 2016
Prodigal: prokaryotic gene recognition and translation initiation site identification journal March 2010
Propagation of viral genomes by replicating ammonia-oxidising archaea during soil nitrification journal November 2022