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Title: Warming Alters Expressions of Microbial Functional Genes Important to Ecosystem Functioning

Journal Article · · Frontiers in Microbiology
 [1];  [2];  [3];  [3];  [4];  [3];  [5];  [3];  [3];  [4];  [6]
  1. Tsinghua Univ., Beijing (China). State Key Joint Lab. of Environment Simulation and Pollution Control, School of Environment; Univ. of Oklahoma, Norman, OK (United States). Inst. for Environmental Genomics; Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology
  2. Univ. of Oklahoma, Norman, OK (United States). Inst. for Environmental Genomics; Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology; Central South Univ., Changsha (China). School of Mineral Processing and Bioengineering
  3. Univ. of Oklahoma, Norman, OK (United States). Inst. for Environmental Genomics; Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology
  4. Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology
  5. Univ. of Oklahoma, Norman, OK (United States). Inst. for Environmental Genomics; Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology; Chinese Academy of Sciences (CAS), Beijing (China). Key Lab. of Environmental Biotechnology, Research Center for Eco-Environmental Sciences
  6. Tsinghua Univ., Beijing (China). State Key Joint Lab. of Environment Simulation and Pollution Control, School of Environment; Univ. of Oklahoma, Norman, OK (United States). Inst. for Environmental Genomics; Univ. of Oklahoma, Norman, OK (United States). Dept. of Microbiology and Plant Biology; Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Earth Science Division

Soil microbial communities play critical roles in ecosystem functioning and are likely altered by climate warming. However, so far, little is known about effects of warming on microbial functional gene expressions. Here, we applied functional gene array (GeoChip 3.0) to analyze cDNA reversely transcribed from total RNA to assess expressed functional genes in active soil microbial communities after nine years of experimental warming in a tallgrass prairie. Our results showed that warming significantly altered the community wide gene expressions. Specifically, expressed genes for degrading more recalcitrant carbon were stimulated by warming, likely linked to the plant community shift toward more C 4 species under warming and to decrease the long-term soil carbon stability. In addition, warming changed expressed genes in labile C degradation and N cycling in different directions (increase and decrease), possibly reflecting the dynamics of labile C and available N pools during sampling. However, the average abundances of expressed genes in phosphorus and sulfur cycling were all increased by warming, implying a stable trend of accelerated P and S processes which might be a mechanism to sustain higher plant growth. Furthermore, the expressed gene composition was closely related to both dynamic (e.g., soil moisture) and stable environmental attributes (e.g., C 4 leaf C or N content), indicating that RNA analyses could also capture certain stable trends in the long-term treatment. Overall, this study revealed the importance of elucidating functional gene expressions of soil microbial community in enhancing our understanding of ecosystem responses to warming.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
AC02-05CH11231; SC0004601
OSTI ID:
1378767
Journal Information:
Frontiers in Microbiology, Vol. 7, Issue MAY; ISSN 1664-302X
Publisher:
Frontiers Research FoundationCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 31 works
Citation information provided by
Web of Science

References (72)

Organic carbon transformations in high-Arctic peat soils: key functions and microorganisms journal September 2012
Experimental warming effects on the microbial community of a temperate mountain forest soil journal July 2011
Rhizosphere effects on functional stability of microbial communities in conventional and organic soils following elevated temperature treatment journal February 2013
Bacterial genome replication at subzero temperatures in permafrost journal August 2013
Sulfur fertilization improves nitrogen use efficiency in wheat by increasing nitrogen uptake journal August 2009
Active and total microbial communities in forest soil are largely different and highly stratified during decomposition journal July 2011
Controls on soil nitrogen cycling and microbial community composition across land use and incubation temperature journal March 2007
Interannual variability in responses of belowground net primary productivity (NPP) and NPP partitioning to long-term warming and clipping in a tallgrass prairie journal February 2012
Sulfate assimilation and glutathione synthesis in C4 plants journal November 2005
GeoChip 3.0 as a high-throughput tool for analyzing microbial community composition, structure and functional activity journal April 2010
Microbial community gene expression in ocean surface waters journal March 2008
Global Warming and Terrestrial Ecosystems: A Conceptual Framework for Analysis journal January 2000
Metagenomic Analyses: Past and Future Trends journal December 2010
Sequencing and beyond: integrating molecular 'omics' for microbial community profiling journal April 2015
Effect of Sulfur Content of Straws on Rates of Decomposition and Plant Growth1 journal January 1966
Long-term warming alters the composition of Arctic soil microbial communities journal April 2012
Compositional and Functional Shifts in Microbial Communities Due to Soil Warming journal January 1997
Nitrogen regulation of the climate–carbon feedback: evidence from a long-term global change experiment journal November 2010
Soil microbial community changes and their linkages with ecosystem carbon exchange under asymmetrically diurnal warming journal June 2011
Shifts in soil microorganisms in response to warming are consistent across a range of Antarctic environments journal September 2011
Lagged effects of experimental warming and doubled precipitation on annual and seasonal aboveground biomass production in a tallgrass prairie journal December 2008
Consistent proportional increments in responses of belowground net primary productivity to long-term warming and clipping at various soil depths in a tallgrass prairie journal November 2013
Application of the metabolic enthalpy change in studies of soil microbial activity journal August 2000
Changes in the microbial community structure of bacteria, archaea and fungi in response to elevated CO 2 and warming in an Australian native grassland soil : Climate change effects on microbial communities journal October 2012
Responses of soil microbial processes and community structure to tillage events and implications for soil quality journal June 2003
Discovery of Glycoside Hydrolase Enzymes in an Avicel-Adapted Forest Soil Fungal Community by a Metatranscriptomic Approach journal February 2013
Plant community structure regulates responses of prairie soil respiration to decadal experimental warming journal June 2015
Terrestrial carbon-cycle feedback to climate warming: experimental evidence on plant regulation and impacts of biofuel feedstock harvest journal February 2009
Direct and indirect effects of experimental warming on ecosystem carbon processes in a tallgrass prairie: WARMING AND C PROCESSES IN TALLGRASS PRAIRIE journal April 2005
Experimental warming and clipping altered litter carbon and nitrogen dynamics in a tallgrass prairie journal August 2010
Microbial contributions to climate change through carbon cycle feedbacks journal July 2008
Phosphorus responses of C 3 and C 4 species journal January 1996
Short-term competition between crop plants and soil microbes for inorganic N fertilizer journal February 2010
Impacts of warming and fertilization on nitrogen-fixing microbial communities in the Canadian High Arctic journal June 2005
Acclimatization of soil respiration to warming in a tall grass prairie journal October 2001
Fifteen years of climate change manipulations alter soil microbial communities in a subarctic heath ecosystem journal January 2007
Plant nitrogen concentration, use efficiency, and contents in a tallgrass prairie ecosystem under experimental warming journal October 2005
A Difference in N Use Efficiency in C3 and C4 Plants and its Implications in Adaptation and Evolution1 journal January 1978
Effects of Phosphorus Deficiency on Growth and Metabolism of Soybean journal June 1950
Effects of season and experimental warming on the bacterial community in a temperate mountain forest soil assessed by 16S rRNA gene pyrosequencing journal June 2012
Exploring the metabolic state of microorganisms using metabolomics journal November 2011
Regulatory coupling of nitrate and sulfate assimilation pathways in cultured tobacco cells journal November 1980
Effect of warming and drought on grassland microbial communities journal March 2011
Stoichiometric response of nitrogen-fixing and non-fixing dicots to manipulations of CO2, nitrogen, and diversity journal November 2006
Rapid disruption of nitrogen metabolism and nitrate transport in spinach plants deprived of sulphate journal January 2001
Soil organic matter dynamics in a North America tallgrass prairie after 9 yr of experimental warming journal January 2011
Detection of active soil fungi by RT-PCR amplification of precursor rRNA molecules journal February 2007
Development of a Common Oligonucleotide Reference Standard for Microarray Data Normalization and Comparison across Different Microbial Communities journal December 2009
Global carbon dioxide levels near worrisome milestone journal April 2013
Long-term experimental warming decreased labile soil organic carbon in a tallgrass prairie journal May 2012
Increases in nitrogen uptake rather than nitrogen-use efficiency support higher rates of temperate forest productivity under elevated CO2 journal August 2007
Microbial biomass, functional capacity, and community structure after 12 years of soil warming journal November 2008
Soil microbial responses to experimental warming and clipping in a tallgrass prairie journal February 2005
Efficiency of Nitrogen Utilization in C3 and C4 Cereals journal October 1994
Microarray-Based Analysis of Subnanogram Quantities of Microbial Community DNAs by Using Whole-Community Genome Amplification journal July 2006
Nitrogen-use efficiency: trade-offs between N productivity and mean residence time at organ, plant and population levels journal August 2004
Forage Quality Responses of C3 and C4 Perennial Grasses to Shade journal January 1993
Global patterns in belowground communities journal November 2009
Dynamics of resistant soil carbon of Midwestern agricultural soils measured by naturally occurring 14C abundance journal December 2001
Characterization of soil bacterial community structure and physicochemical properties in created and natural wetlands journal January 2013
Seasonal and diurnal soil respiration dynamics under different land management practices in the sub-tropical highland agroecology of Ethiopia journal November 2022
In search of biological indicators for soil health and disease suppression journal August 2000
Terrestrial ecosystem carbon dynamics and climate feedbacks journal January 2008
Metagenomic analysis of a permafrost microbial community reveals a rapid response to thaw journal November 2011
Regulation of Sulfate Assimilation by Nitrogen in Arabidopsis journal March 2000
Influence of Phosphorus Nutrition on Growth and Carbon Partitioning in Glycine max journal January 1989
Decomposition Rates and Residue-Colonizing Microbial Communities of Bacillus thuringiensis Insecticidal Protein Cry3Bb-Expressing (Bt) and Non-Bt Corn Hybrids in the Field journal December 2010
Development of an Environmental Functional Gene Microarray for Soil Microbial Communities journal September 2010
Phylogenetic Clustering of Soil Microbial Communities by 16S rRNA but Not 16S rRNA Genes journal January 2012
Nucleic Acid (DNA, RNA) Quantification and RNA/DNA Ratio Determination in Marine Sediments: Comparison of Spectrophotometric, Fluorometric, and HighPerformance Liquid Chromatography Methods and Estimation of Detrital DNA journal September 1998
Simultaneous Recovery of RNA and DNA from Soils and Sediments journal October 2001
mRNA-Based Parallel Detection of Active Methanotroph Populations by Use of a Diagnostic Microarray journal February 2006

Cited By (2)

Functional diversity and redundancy across fish gut, sediment and water bacterial communities journal July 2017
Elevated CO2 and Warming Altered Grassland Microbial Communities in Soil Top-Layers journal August 2018