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Title: Detecting Nitrous Oxide Reductase (nosZ) Genes in Soil Metagenomes: Method Development and Implications for the Nitrogen Cycle

Journal Article · · mBio (Online)
 [1];  [2];  [3];  [4];  [5];  [6];  [6];  [7]
  1. Georgia Inst. of Technology, Atlanta, GA (United States). School of Civil and Environmental Engineering
  2. Georgia Inst. of Technology, Atlanta, GA (United States). School of Biology
  3. Univ. of Tennessee, Knoxville, TN (United States). Dept. of Microbiology
  4. US Dept. of Agriculture (USDA), Urbana, IL (United States). Agricultural Research Service (ARS)
  5. Univ. of Illinois at Urbana-Champaign, IL (United States). Dept. of Geology
  6. Univ. of Tennessee, Knoxville, TN (United States). Dept. of Microbiology; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Biosciences Division; Univ. of Tennessee, Knoxville, TN (United States). Dept. of Civil and Environmental Engineering
  7. Georgia Inst. of Technology, Atlanta, GA (United States). School of Civil and Environmental Engineering; Georgia Inst. of Technology, Atlanta, GA (United States). School of Biology.

Microbial activities in soils, such as (incomplete) denitrification, represent major sources of nitrous oxide (N2O), a potent greenhouse gas. The key enzyme for mitigating N2O emissions is NosZ, which catalyzes N2O reduction to N2. We recently described “atypical” functional NosZ proteins encoded by both denitrifiers and nondenitrifiers, which were missed in previous environmental surveys (R. A. Sanford et al., Proc. Natl. Acad. Sci. U. S. A. 109:19709–19714, 2012, doi:10.1073/pnas.1211238109). Here, we analyzed the abundance and diversity of both nosZ types in whole-genome shotgun metagenomes from sandy and silty loam agricultural soils that typify the U.S. Midwest corn belt. First, different search algorithms and parameters for detecting nosZ metagenomic reads were evaluated based on in silico-generated (mock) metagenomes. Using the derived cutoffs, 71 distinct alleles (95% amino acid identity level) encoding typical or atypical NosZ proteins were detected in both soil types. Remarkably, more than 70% of the total nosZ reads in both soils were classified as atypical, emphasizing that prior surveys underestimated nosZ abundance. Approximately 15% of the total nosZ reads were taxonomically related to Anaeromyxobacter, which was the most abundant genus encoding atypical NosZ-type proteins in both soil types. Further analyses revealed that atypical nosZ genes outnumbered typical nosZ genes in most publicly available soil metagenomes, underscoring their potential role in mediating N2O consumption in soils. Therefore, this study provides a bioinformatics strategy to reliably detect target genes in complex short-read metagenomes and suggests that the analysis of both typical and atypical nosZ sequences is required to understand and predict N2O flux in soils.

Research Organization:
Univ. of Tennessee, Knoxville, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
SC0006662
OSTI ID:
1626129
Journal Information:
mBio (Online), Vol. 5, Issue 3; ISSN 2150-7511
Publisher:
American Society for Microbiology (ASM)Copyright Statement
Country of Publication:
United States
Language:
English

References (40)

Enumeration and Characterization of Iron(III)-Reducing Microbial Communities from Acidic Subsurface Sediments Contaminated with Uranium(VI) journal December 2003
Global agriculture and nitrous oxide emissions journal May 2012
Metagenomic analysis of a permafrost microbial community reveals a rapid response to thaw journal November 2011
Nitrous Oxide (N2O): The Dominant Ozone-Depleting Substance Emitted in the 21st Century journal August 2009
Phylogenetic Analysis of Nitrite, Nitric Oxide, and Nitrous Oxide Respiratory Enzymes Reveal a Complex Evolutionary History for Denitrification journal July 2008
The Evolution and Future of Earth’s Nitrogen Cycle journal October 2010
A Bioinformatician's Guide to Metagenomics journal December 2008
Characterization and Description of Anaeromyxobacter dehalogenans gen. nov., sp. nov., an Aryl-Halorespiring Facultative Anaerobic Myxobacterium journal February 2002
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
The unaccounted yet abundant nitrous oxide-reducing microbial community: a potential nitrous oxide sink journal November 2012
Insights into the Effect of Soil pH on N2O and N2 Emissions and Denitrifier Community Size and Activity journal January 2010
Nitrogen oxide reduction in Wolinella succinogenes and Campylobacter species journal November 1982
Taxonomic classification of metagenomic shotgun sequences with CARMA3 journal May 2011
pROC: an open-source package for R and S+ to analyze and compare ROC curves journal March 2011
MEGAN analysis of metagenomic data journal February 2007
Evidence for Fungal Dominance of Denitrification and Codenitrification in a Grassland Soil journal January 2002
Cross-biome metagenomic analyses of soil microbial communities and their functional attributes journal December 2012
Phenotypic and genotypic heterogeneity among closely related soil-borne N2- and N2O-producing Bacillus isolates harboring the nosZ gene: Genotype and phenotype of N2/N2O-producing soil Bacillus spp. journal March 2011
Unexpected nondenitrifier nitrous oxide reductase gene diversity and abundance in soils journal November 2012
Chemical and Biological Interactions during Nitrate and Goethite Reduction by Shewanella putrefaciens 200 journal June 2003
FragGeneScan: predicting genes in short and error-prone reads journal August 2010
The unprecedented nos gene cluster of Wolinella succinogenes encodes a novel respiratory electron transfer pathway to cytochrome c nitrous oxide reductase journal June 2004
Quantitative Detection of the nosZ Gene, Encoding Nitrous Oxide Reductase, and Comparison of the Abundances of 16S rRNA, narG, nirK, and nosZ Genes in Soils journal August 2006
Accelerated Profile HMM Searches journal October 2011
HMM-FRAME: accurate protein domain classification for metagenomic sequences containing frameshift errors journal May 2011
Ecological Patterns of nifH Genes in Four Terrestrial Climatic Zones Explored with Targeted Metagenomics Using FrameBot, a New Informatics Tool journal September 2013
BLAST+: architecture and applications journal January 2009
Stratospheric ozone depletion due to nitrous oxide: influences of other gases journal May 2012
The nos gene cluster from gram-positive bacterium Geobacillus thermodenitrificans NG80-2 and functional characterization of the recombinant NosZ journal December 2008
Metadomain: a Profile Hmm-Based Protein Domain Classification tool for Short Sequences conference June 2012
Non-CO2 greenhouse gases and climate change journal August 2011
Nitrous oxide reductase ( nosZ ) gene-specific PCR primers for detection of denitrifiers and three nosZ genes from marine sediments journal May 1998
Bacterial gene abundances as indicators of greenhouse gas emission in soils journal February 2010
Individual genome assembly from complex community short-read metagenomic datasets journal October 2011
Refined NrfA Phylogeny Improves PCR-Based nrfA Gene Detection journal January 2014
Taxonomic Classification of Metagenomic Shotgun Sequences with CARMA3 book January 2013
High accuracy machine learning identification of fentanyl-relevant molecular compound classification via constituent functional group analysis journal August 2020
Genome-Derived Criteria for Assigning Environmental narG and nosZ Sequences to Operational Taxonomic Units of Nitrate Reducers journal June 2009
Changes in Denitrifier Abundance, Denitrification Gene mRNA Levels, Nitrous Oxide Emissions, and Denitrification in Anoxic Soil Microcosms Amended with Glucose and Plant Residues journal February 2010
Soil Microbial Community Responses to a Decade of Warming as Revealed by Comparative Metagenomics journal December 2013

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Predominance and high diversity of genes associated to denitrification in metagenomes of subantarctic coastal sediments exposed to urban pollution journal November 2018
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