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Title: Global biogeography of microbial nitrogen-cycling traits in soil

Journal Article · · Proceedings of the National Academy of Sciences of the United States of America
 [1]; ORCiD logo [2];  [1]
  1. Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697,
  2. Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697,, Department of Earth System Science, University of California, Irvine, CA 92697

Microorganisms drive much of the Earth’s nitrogen (N) cycle, but we still lack a global overview of the abundance and composition of the microorganisms carrying out soil N processes. To address this gap, we characterized the biogeography of microbial N traits, defined as eight N-cycling pathways, using publically available soil metagenomes. The relative frequency of N pathways varied consistently across soils, such that the frequencies of the individual N pathways were positively correlated across the soil samples. Habitat type, soil carbon, and soil N largely explained the total N pathway frequency in a sample. In contrast, we could not identify major drivers of the taxonomic composition of the N functional groups. Further, the dominant genera encoding a pathway were generally similar among habitat types. The soil samples also revealed an unexpectedly high frequency of bacteria carrying the pathways required for dissimilatory nitrate reduction to ammonium, a little-studied N process in soil. Finally, phylogenetic analysis showed that some microbial groups seem to be N-cycling specialists or generalists. For instance, taxa within the Deltaproteobacteria encoded all eight N pathways, whereas those within the Cyanobacteria primarily encoded three pathways. Overall, this trait-based approach provides a baseline for investigating the relationship between microbial diversity and N cycling across global soils.

Sponsoring Organization:
USDOE
Grant/Contract Number:
PS02-09ER0-25
OSTI ID:
1264782
Journal Information:
Proceedings of the National Academy of Sciences of the United States of America, Journal Name: Proceedings of the National Academy of Sciences of the United States of America Vol. 113 Journal Issue: 29; ISSN 0027-8424
Publisher:
Proceedings of the National Academy of SciencesCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 273 works
Citation information provided by
Web of Science

References (70)

Linking plant and ecosystem functional biogeography journal September 2014
Prokaryotes: The unseen majority journal June 1998
Environmental drivers of the distribution of nitrogen functional genes at a watershed scale journal May 2015
Biodiversity loss and its impact on humanity journal June 2012
Functional microarray analysis of nitrogen and carbon cycling genes across an Antarctic latitudinal transect journal May 2007
Microbial biogeography: putting microorganisms on the map journal February 2006
Diversity of Five Anaerobic Toluene-Degrading Microbial Communities Investigated Using Stable Isotope Probing journal December 2011
Nitrogen Cycling Potential of a Grassland Litter Microbial Community journal July 2015
ggplot2 book January 2009
MUSiCC: a marker genes based framework for metagenomic normalization and accurate profiling of gene abundances in the microbiome journal March 2015
Metagenomic profiling of Arctic microbial mat communities as nutrient scavenging and recycling systems journal August 2010
Nitrogen and sulfur deposition on regional and global scales: A multimodel evaluation: MULTIMODEL GLOBAL DEPOSITION journal October 2006
Rebuilding community ecology from functional traits journal April 2006
Disentangling biodiversity effects on ecosystem functioning: deriving solutions to a seemingly insurmountable problem journal June 2003
Metagenomic analysis reveals microbial functional redundancies and specificities in a soil under different tillage and crop-management regimes journal February 2015
Microbiomes in light of traits: A phylogenetic perspective journal November 2015
The global nitrogen cycle in the twenty-first century journal July 2013
The nitrate-ammonifying and nosZ -carrying bacterium B acillus vireti is a potent source and sink for nitric and nitrous oxide under high nitrate conditions journal May 2014
Vive la différence: plant functional diversity matters to ecosystem processes journal November 2001
Pyrosequencing-Based Assessment of Soil pH as a Predictor of Soil Bacterial Community Structure at the Continental Scale journal June 2009
Microbial nitrate respiration – Genes, enzymes and environmental distribution journal August 2011
Interactive Tree Of Life (iTOL): an online tool for phylogenetic tree display and annotation journal October 2006
Reconstructing the Microbial Diversity and Function of Pre-Agricultural Tallgrass Prairie Soils in the United States journal October 2013
Resistance, resilience, and redundancy in microbial communities journal August 2008
The under-recognized dominance of Verrucomicrobia in soil bacterial communities journal July 2011
Phylogenetic conservatism of functional traits in microorganisms journal December 2012
Determinants of the distribution of nitrogen-cycling microbial communities at the landscape scale journal August 2010
Applied Spatial Data Analysis with R book January 2013
Very high resolution interpolated climate surfaces for global land areas journal January 2005
Missing lithotroph identified as new planctomycete journal July 1999
Assessment of the importance of dissimilatory nitrate reduction to ammonium for the terrestrial nitrogen cycle journal January 2011
Microbial Biogeography: From Taxonomy to Traits journal May 2008
Testing the functional significance of microbial community composition journal February 2009
Cross-biome metagenomic analyses of soil microbial communities and their functional attributes journal December 2012
Plant diversity predicts beta but not alpha diversity of soil microbes across grasslands worldwide journal November 2014
Exploration of community traits as ecological markers in microbial metagenomes: METAGENOMIC COMMUNITY TRAITS journal November 2011
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools journal November 2012
SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes journal May 2012
Soil bacterial and fungal communities across a pH gradient in an arable soil journal May 2010
Unexpected nondenitrifier nitrous oxide reductase gene diversity and abundance in soils journal November 2012
The Potential of Metagenomic Approaches for Understanding Soil Microbial Processes journal January 2014
Dispersing misconceptions and identifying opportunities for the use of 'omics' in soil microbial ecology journal June 2015
Why Genomics Research on Pectobacterium and Dickeya Makes a Difference journal March 2015
Nitrogenase Gene Amplicons from Global Marine Surface Waters Are Dominated by Genes of Non-Cyanobacteria journal April 2011
Microbial composition affects the functioning of estuarine sediments journal December 2012
Global diversity and geography of soil fungi journal November 2014
Average genome size estimation improves comparative metagenomics and sheds light on the functional ecology of the human microbiome journal March 2015
Multivariate analyses in microbial ecology: Multivariate analyses in microbial ecology journal November 2007
Denitrification versus respiratory ammonification: environmental controls of two competing dissimilatory NO3−/NO2− reduction pathways in Shewanella loihica strain PV-4 journal October 2014
Complete nitrification by a single microorganism journal November 2015
Litterfall, Nutrient Cycling, and Nutrient Limitation in Tropical Forests journal February 1984
Host Range and Molecular Phylogenies of the Soft Rot Enterobacterial Genera Pectobacterium and Dickeya journal September 2007
Coupling of nutrient cycling and carbon dynamics in the Arctic, integration of soil microbial and plant processes journal February 1999
Seeing the forest for the genes: using metagenomics to infer the aggregated traits of microbial communities journal November 2014
The emergence and promise of functional biogeography journal September 2014
Metagenomics - a guide from sampling to data analysis journal February 2012
Microbial control over carbon cycling in soil journal January 2012
Relationships between protein-encoding gene abundance and corresponding process are commonly assumed yet rarely observed journal December 2014
Isolation of an autotrophic ammonia-oxidizing marine archaeon journal September 2005
Consistent effects of nitrogen amendments on soil microbial communities and processes across biomes journal February 2012
The diversity and biogeography of soil bacterial communities journal January 2006
The metagenomics RAST server – a public resource for the automatic phylogenetic and functional analysis of metagenomes journal September 2008
Biogeochemical Forces Shape the Composition and Physiology of Polymicrobial Communities in the Cystic Fibrosis Lung journal March 2014
Refined NrfA Phylogeny Improves PCR-Based nrfA Gene Detection journal January 2014
Niche specialization of terrestrial archaeal ammonia oxidizers journal December 2011
Spatial patterns of bacterial taxa in nature reflect ecological traits of deep branches of the 16S rRNA bacterial tree journal December 2009
The Microbial Engines That Drive Earth's Biogeochemical Cycles journal May 2008
A phylogeny-driven genomic encyclopaedia of Bacteria and Archaea journal December 2009
The unseen majority: soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems journal March 2008
Global patterns in belowground communities journal November 2009