skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Community structure explains antibiotic resistance gene dynamics over a temperature gradient in soil

Journal Article · · FEMS Microbiology Ecology (Online)
 [1]; ORCiD logo [2]
  1. Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA, Environmental and Integrative Toxicological Sciences Doctoral Program, Michigan State University, East Lansing, MI 48824, USA
  2. Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA, Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824, USA, Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI 48824, USA

Soils are reservoirs of antibiotic resistance genes (ARGs), but environmental dynamics of ARGs are largely unknown. Long-term disturbances offer opportunities to examine microbiome responses at scales relevant for both ecological and evolutionary processes and can be insightful for studying ARGs. We examined ARGs in soils overlying the underground coal seam fire in Centralia, PA, which has been burning since 1962. As the fire progresses, previously hot soils can recover to ambient temperatures, which creates a gradient of fire impact. We examined metagenomes from surface soils along this gradient to examine ARGs using a gene-targeted assembler. We targeted 35 clinically relevant ARGs and two horizontal gene transfer-related genes (intI and repA). We detected 17 ARGs in Centralia: AAC6-Ia, adeB, bla_A, bla_B, bla_C, cmlA, dfra12, intI, sul2, tetA, tetW, tetX, tolC, vanA, vanH, vanX and vanZ. The diversity and abundance of bla_A, bla_B, dfra12 and tolC decreased with soil temperature, and changes in ARGs were largely explained by changes in community structure. We observed sequence-specific biogeography along the temperature gradient and observed compositional shifts in bla_A, dfra12 and intI. These results suggest that increased temperatures can reduce soil ARGs but that this is largely due to a concomitant reduction in community-level diversity.

Research Organization:
USDOE Joint Genome Institute (JGI), Berkeley, CA (United States); Michigan State Univ., East Lansing, MI (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1457202
Alternate ID(s):
OSTI ID: 1904110
Journal Information:
FEMS Microbiology Ecology (Online), Journal Name: FEMS Microbiology Ecology (Online) Vol. 94 Journal Issue: 3; ISSN 1574-6941
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
Netherlands
Language:
English
Citation Metrics:
Cited by: 31 works
Citation information provided by
Web of Science

References (34)

Nonpareil: a redundancy-based approach to assess the level of coverage in metagenomic datasets journal October 2013
Call of the wild: antibiotic resistance genes in natural environments journal March 2010
Antibiotic resistance genes in manure-amended soil and vegetables at harvest journal December 2015
Novel Florfenicol and Chloramphenicol Resistance Gene Discovered in Alaskan Soil by Using Functional Metagenomics journal June 2010
Co-occurrence of antibiotic and metal resistance genes revealed in complete genome collection journal December 2016
Diversity of gene cassettes and the abundance of the class 1 integron-integrase gene in sediment polluted by metals journal March 2016
Fundamentals of Microbial Community Resistance and Resilience journal January 2012
Metagenomic profiling of historic Colorado Front Range flood impact on distribution of riverine antibiotic resistance genes journal December 2016
FunGene: the functional gene pipeline and repository journal January 2013
Xander: employing a novel method for efficient gene-targeted metagenomic assembly journal August 2015
Co-occurrence of resistance genes to antibiotics, biocides and metals reveals novel insights into their co-selection potential journal November 2015
Changes of resistome, mobilome and potential hosts of antibiotic resistance genes during the transformation of anaerobic digestion from mesophilic to thermophilic journal July 2016
Community Genomic and Proteomic Analyses of Chemoautotrophic Iron-Oxidizing "Leptospirillum rubarum" (Group II) and "Leptospirillum ferrodiazotrophum" (Group III) Bacteria in Acid Mine Drainage Biofilms journal May 2009
The soil resistome: a critical review on antibiotic resistance origins, ecology and dissemination potential in telluric bacteria: The soil resistome journal December 2014
BLAST+: architecture and applications journal January 2009
Effect of Temperature on the Fate of Genes Encoding Tetracycline Resistance and the Integrase of Class 1 Integrons within Anaerobic and Aerobic Digesters Treating Municipal Wastewater Solids journal December 2010
Naive Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy journal June 2007
Tackling antibiotic resistance: the environmental framework journal March 2015
Coping with copper: legacy effect of copper on potential activity of soil bacteria following a century of exposure journal August 2016
Mapping the coal fire at Centralia, Pa using thermal infrared imagery journal September 2011
Urban wastewater treatment plants as hotspots for antibiotic resistant bacteria and genes spread into the environment: A review journal March 2013
Evolution and ecology of antibiotic resistance genes journal June 2007
Antibiotic resistance genes across a wide variety of metagenomes journal January 2016
Bacterial phylogeny structures soil resistomes across habitats journal May 2014
VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R journal January 2011
Divergent extremes but convergent recovery of bacterial and archaeal soil communities to an ongoing subterranean coal mine fire journal March 2017
Reducing antibiotic resistance genes, integrons, and pathogens in dairy manure by continuous thermophilic composting journal November 2016
Class 1 integrons and virulence genes in Salmonella enterica isolates from pork and humans journal May 2011
Clusters of Antibiotic Resistance Genes Enriched Together Stay Together in Swine Agriculture journal April 2016
Coal mine fires and human health: What do we know? journal December 2015
Acquired Antibiotic Resistance Genes: An Overview journal January 2011
Antibiotic resistance in the wild: an eco-evolutionary perspective journal January 2017
phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data journal April 2013
Cross-biome metagenomic analyses of soil microbial communities and their functional attributes journal December 2012