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Title: Phylogenetically conserved resource partitioning in the coastal microbial loop

Abstract

Resource availability influences marine microbial community structure, suggesting that population-specific resource partitioning defines discrete niches. Identifying how resources are partitioned among populations, thereby characterizing functional guilds within the communities, remains a challenge for microbial ecologists. We used proteomic stable isotope probing (SIP) and NanoSIMS analysis of phylogenetic microarrays (Chip-SIP) along with 16S rRNA gene amplicon and metagenomic sequencing to characterize the assimilation of six 13C-labeled common metabolic substrates and changes in the microbial community structure within surface water collected from Monterey Bay, CA. Both sequencing approaches indicated distinct substrate-specific community shifts. However, observed changes in relative abundance for individual populations did not correlate well with directly measured substrate assimilation. The complementary SIP techniques identified assimilation of all six substrates by diverse taxa, but also revealed differential assimilation of substrates into protein and ribonucleotide biomass between taxa. Substrate assimilation trends indicated significantly conserved resource partitioning among populations within the Flavobacteriia, Alphaproteobacteria and Gammaproteobacteria classes, suggesting that functional guilds within marine microbial communities are phylogenetically cohesive. However, populations within these classes exhibited heterogeneity in biosynthetic activity, which distinguished high-activity copiotrophs from low-activity oligotrophs. These results indicate distinct growth responses between populations that is not apparent by genome sequencing alone.

Authors:
ORCiD logo [1];  [2];  [3];  [4];  [4];  [2];  [2];  [4];  [1]
  1. Oregon State Univ., Corvallis, OR (United States). Dept. of Microbiology
  2. Univ. of Tennessee, Knoxville, TN (United States). Graduate School of Genome Science and Technology; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  3. Monterey Bay Aquarium Research Inst., Moss Landing, CA (United States)
  4. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oregon State Univ., Corvallis, OR (United States); Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); Gordon and Betty Moore Foundation (United States)
OSTI Identifier:
1394611
Grant/Contract Number:  
AC05-00OR22725; AC52-07NA27344; GBMF3302
Resource Type:
Accepted Manuscript
Journal Name:
The ISME Journal
Additional Journal Information:
Journal Volume: 11; Journal ID: ISSN 1751-7362
Publisher:
Nature Publishing Group
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Bryson, Samuel, Li, Zhou, Chavez, Francisco, Weber, Peter K., Pett-Ridge, Jennifer, Hettich, Robert L., Pan, Chongle, Mayali, Xavier, and Mueller, Ryan S. Phylogenetically conserved resource partitioning in the coastal microbial loop. United States: N. p., 2017. Web. doi:10.1038/ismej.2017.128.
Bryson, Samuel, Li, Zhou, Chavez, Francisco, Weber, Peter K., Pett-Ridge, Jennifer, Hettich, Robert L., Pan, Chongle, Mayali, Xavier, & Mueller, Ryan S. Phylogenetically conserved resource partitioning in the coastal microbial loop. United States. https://doi.org/10.1038/ismej.2017.128
Bryson, Samuel, Li, Zhou, Chavez, Francisco, Weber, Peter K., Pett-Ridge, Jennifer, Hettich, Robert L., Pan, Chongle, Mayali, Xavier, and Mueller, Ryan S. Fri . "Phylogenetically conserved resource partitioning in the coastal microbial loop". United States. https://doi.org/10.1038/ismej.2017.128. https://www.osti.gov/servlets/purl/1394611.
@article{osti_1394611,
title = {Phylogenetically conserved resource partitioning in the coastal microbial loop},
author = {Bryson, Samuel and Li, Zhou and Chavez, Francisco and Weber, Peter K. and Pett-Ridge, Jennifer and Hettich, Robert L. and Pan, Chongle and Mayali, Xavier and Mueller, Ryan S.},
abstractNote = {Resource availability influences marine microbial community structure, suggesting that population-specific resource partitioning defines discrete niches. Identifying how resources are partitioned among populations, thereby characterizing functional guilds within the communities, remains a challenge for microbial ecologists. We used proteomic stable isotope probing (SIP) and NanoSIMS analysis of phylogenetic microarrays (Chip-SIP) along with 16S rRNA gene amplicon and metagenomic sequencing to characterize the assimilation of six 13C-labeled common metabolic substrates and changes in the microbial community structure within surface water collected from Monterey Bay, CA. Both sequencing approaches indicated distinct substrate-specific community shifts. However, observed changes in relative abundance for individual populations did not correlate well with directly measured substrate assimilation. The complementary SIP techniques identified assimilation of all six substrates by diverse taxa, but also revealed differential assimilation of substrates into protein and ribonucleotide biomass between taxa. Substrate assimilation trends indicated significantly conserved resource partitioning among populations within the Flavobacteriia, Alphaproteobacteria and Gammaproteobacteria classes, suggesting that functional guilds within marine microbial communities are phylogenetically cohesive. However, populations within these classes exhibited heterogeneity in biosynthetic activity, which distinguished high-activity copiotrophs from low-activity oligotrophs. These results indicate distinct growth responses between populations that is not apparent by genome sequencing alone.},
doi = {10.1038/ismej.2017.128},
journal = {The ISME Journal},
number = ,
volume = 11,
place = {United States},
year = {Fri Aug 11 00:00:00 EDT 2017},
month = {Fri Aug 11 00:00:00 EDT 2017}
}

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Works referenced in this record:

Prokaryotes: The unseen majority
journal, June 1998

  • Whitman, W. B.; Coleman, D. C.; Wiebe, W. J.
  • Proceedings of the National Academy of Sciences, Vol. 95, Issue 12
  • DOI: 10.1073/pnas.95.12.6578

Exhaustive database searching for amino acid mutations in proteomes
journal, May 2012


Master recyclers: features and functions of bacteria associated with phytoplankton blooms
journal, August 2014

  • Buchan, Alison; LeCleir, Gary R.; Gulvik, Christopher A.
  • Nature Reviews Microbiology, Vol. 12, Issue 10
  • DOI: 10.1038/nrmicro3326

Niches of two polysaccharide-degrading Polaribacter isolates from the North Sea during a spring diatom bloom
journal, December 2014

  • Xing, Peng; Hahnke, Richard L.; Unfried, Frank
  • The ISME Journal, Vol. 9, Issue 6
  • DOI: 10.1038/ismej.2014.225

Sipros/ProRata: a versatile informatics system for quantitative community proteomics
journal, June 2013


Development of a Dual-Index Sequencing Strategy and Curation Pipeline for Analyzing Amplicon Sequence Data on the MiSeq Illumina Sequencing Platform
journal, June 2013

  • Kozich, James J.; Westcott, Sarah L.; Baxter, Nielson T.
  • Applied and Environmental Microbiology, Vol. 79, Issue 17
  • DOI: 10.1128/AEM.01043-13

Toward Accurate and Quantitative Comparative Metagenomics
journal, August 2016


Structuring of bacterioplankton communities by specific dissolved organic carbon compounds: Specialist and generalist DOC-degrading bacteria
journal, June 2012


High-throughput isotopic analysis of RNA microarrays to quantify microbial resource use
journal, December 2011

  • Mayali, Xavier; Weber, Peter K.; Brodie, Eoin L.
  • The ISME Journal, Vol. 6, Issue 6
  • DOI: 10.1038/ismej.2011.175

Bacterioplankton niche partitioning in the use of phytoplankton-derived dissolved organic carbon: quantity is more important than quality
journal, April 2016

  • Sarmento, Hugo; Morana, Cédric; Gasol, Josep M.
  • The ISME Journal, Vol. 10, Issue 11
  • DOI: 10.1038/ismej.2016.66

EMIRGE: reconstruction of full-length ribosomal genes from microbial community short read sequencing data
journal, May 2011

  • Miller, Christopher S.; Baker, Brett J.; Thomas, Brian C.
  • Genome Biology, Vol. 12, Issue 5
  • DOI: 10.1186/gb-2011-12-5-r44

FastTree 2 – Approximately Maximum-Likelihood Trees for Large Alignments
journal, March 2010


Adaptive radiation by waves of gene transfer leads to fine-scale resource partitioning in marine microbes
journal, September 2016

  • Hehemann, Jan-Hendrik; Arevalo, Philip; Datta, Manoshi S.
  • Nature Communications, Vol. 7, Issue 1
  • DOI: 10.1038/ncomms12860

Phylogenetic conservatism of functional traits in microorganisms
journal, December 2012

  • Martiny, Adam C.; Treseder, Kathleen; Pusch, Gordon
  • The ISME Journal, Vol. 7, Issue 4
  • DOI: 10.1038/ismej.2012.160

Dynamics and molecular composition of dissolved organic material during experimental phytoplankton blooms
journal, August 2001


Improvement of Phylogenies after Removing Divergent and Ambiguously Aligned Blocks from Protein Sequence Alignments
journal, August 2007


Phylogenetic Patterns in the Microbial Response to Resource Availability: Amino Acid Incorporation in San Francisco Bay
journal, April 2014


Production and utilization of dissolved organic carbon during an experimental diatom bloom
journal, July 1995

  • Norrman, Bo; Zwelfel, Ulla Li; Hopkinson, Charles S.
  • Limnology and Oceanography, Vol. 40, Issue 5
  • DOI: 10.4319/lo.1995.40.5.0898

Cultivation of the ubiquitous SAR11 marine bacterioplankton clade
journal, August 2002

  • Rappé, Michael S.; Connon, Stephanie A.; Vergin, Kevin L.
  • Nature, Vol. 418, Issue 6898
  • DOI: 10.1038/nature00917

Annually reoccurring bacterial communities are predictable from ocean conditions
journal, August 2006

  • Fuhrman, J. A.; Hewson, I.; Schwalbach, M. S.
  • Proceedings of the National Academy of Sciences, Vol. 103, Issue 35
  • DOI: 10.1073/pnas.0602399103

Microbial structuring of marine ecosystems
journal, October 2007

  • Azam, Farooq; Malfatti, Francesca
  • Nature Reviews Microbiology, Vol. 5, Issue 10
  • DOI: 10.1038/nrmicro1747

Genome characteristics of a generalist marine bacterial lineage
journal, January 2010

  • Newton, Ryan J.; Griffin, Laura E.; Bowles, Kathy M.
  • The ISME Journal, Vol. 4, Issue 6
  • DOI: 10.1038/ismej.2009.150

Microbial community transcriptomes reveal microbes and metabolic pathways associated with dissolved organic matter turnover in the sea
journal, August 2010

  • McCarren, J.; Becker, J. W.; Repeta, D. J.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 38
  • DOI: 10.1073/pnas.1010732107

SAR11 marine bacteria require exogenous reduced sulphur for growth
journal, March 2008

  • Tripp, H. James; Kitner, Joshua B.; Schwalbach, Michael S.
  • Nature, Vol. 452, Issue 7188
  • DOI: 10.1038/nature06776

Exploiting rRNA operon copy number to investigate bacterial reproductive strategies
journal, September 2016

  • Roller, Benjamin R. K.; Stoddard, Steven F.; Schmidt, Thomas M.
  • Nature Microbiology, Vol. 1, Issue 11
  • DOI: 10.1038/nmicrobiol.2016.160

Seasonality and vertical structure of microbial communities in an ocean gyre
journal, June 2009

  • Treusch, Alexander H.; Vergin, Kevin L.; Finlay, Liam A.
  • The ISME Journal, Vol. 3, Issue 10
  • DOI: 10.1038/ismej.2009.60

ARB: a software environment for sequence data
journal, February 2004


Stable isotope probing — linking microbial identity to function
journal, May 2005

  • Dumont, Marc G.; Murrell, J. Colin
  • Nature Reviews Microbiology, Vol. 3, Issue 6
  • DOI: 10.1038/nrmicro1162

Community Genomics Among Stratified Microbial Assemblages in the Ocean's Interior
journal, January 2006


Fast gapped-read alignment with Bowtie 2
journal, March 2012

  • Langmead, Ben; Salzberg, Steven L.
  • Nature Methods, Vol. 9, Issue 4
  • DOI: 10.1038/nmeth.1923

Large-scale analysis of the yeast proteome by multidimensional protein identification technology
journal, March 2001

  • Washburn, Michael P.; Wolters, Dirk; Yates, John R.
  • Nature Biotechnology, Vol. 19, Issue 3
  • DOI: 10.1038/85686

Substrate-Controlled Succession of Marine Bacterioplankton Populations Induced by a Phytoplankton Bloom
journal, May 2012


BamTools: a C++ API and toolkit for analyzing and managing BAM files
journal, April 2011


Coordination of microbial metabolism
journal, March 2014

  • Chubukov, Victor; Gerosa, Luca; Kochanowski, Karl
  • Nature Reviews Microbiology, Vol. 12, Issue 5
  • DOI: 10.1038/nrmicro3238

Taxon-specific C/N relative use efficiency for amino acids in an estuarine community
journal, September 2012


Single bacterial strain capable of significant contribution to carbon cycling in the surface ocean
journal, April 2014

  • Pedler, B. E.; Aluwihare, L. I.; Azam, F.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 20
  • DOI: 10.1073/pnas.1401887111

MUSCLE: multiple sequence alignment with high accuracy and high throughput
journal, March 2004

  • Edgar, R. C.
  • Nucleic Acids Research, Vol. 32, Issue 5, p. 1792-1797
  • DOI: 10.1093/nar/gkh340

Absolute quantification of microbial taxon abundances
journal, September 2016

  • Props, Ruben; Kerckhof, Frederiek-Maarten; Rubbens, Peter
  • The ISME Journal, Vol. 11, Issue 2
  • DOI: 10.1038/ismej.2016.117

Comparative metaproteomics reveals ocean-scale shifts in microbial nutrient utilization and energy transduction
journal, February 2010

  • Morris, Robert M.; Nunn, Brook L.; Frazar, Christian
  • The ISME Journal, Vol. 4, Issue 5
  • DOI: 10.1038/ismej.2010.4

Carbon, nitrogen, and carbohydrate fluxes during the production of particulate and dissolved organic matter by marine phytoplankton
journal, May 1997


Defining seasonal marine microbial community dynamics
journal, August 2011

  • Gilbert, Jack A.; Steele, Joshua A.; Caporaso, J. Gregory
  • The ISME Journal, Vol. 6, Issue 2
  • DOI: 10.1038/ismej.2011.107

Redfield revisited: variability of C:N:P in marine microalgae and its biochemical basis
journal, March 2002


Evolution and Measurement of Species Diversity
journal, May 1972


Expression patterns reveal niche diversification in a marine microbial assemblage
journal, August 2012

  • Gifford, Scott M.; Sharma, Shalabh; Booth, Melissa
  • The ISME Journal, Vol. 7, Issue 2
  • DOI: 10.1038/ismej.2012.96

Genomic insights to SAR86, an abundant and uncultivated marine bacterial lineage
journal, December 2011

  • Dupont, Chris L.; Rusch, Douglas B.; Yooseph, Shibu
  • The ISME Journal, Vol. 6, Issue 6
  • DOI: 10.1038/ismej.2011.189

Linking bacterial community structure to carbon fluxes in marine environments
journal, January 2010


Quantitative Tracking of Isotope Flows in Proteomes of Microbial Communities
journal, February 2011

  • Pan, Chongle; Fischer, Curt R.; Hyatt, Doug
  • Molecular & Cellular Proteomics, Vol. 10, Issue 4
  • DOI: 10.1074/mcp.M110.006049

Functional Groups of Metazoan Parasites of the Dusky Flounder (Syacium papillosum) as Bioindicators of Environmental Health of the Yucatan Shelf
journal, April 2021

  • Vidal-Martínez, Víctor M.; Ocaña, Frank A.; Soler-Jiménez, Lilia C.
  • Bulletin of Environmental Contamination and Toxicology
  • DOI: 10.1007/s00128-021-03177-9

Detecting protein and post-translational modifications in single cells with iDentification and qUantification sEparaTion (DUET)
journal, August 2020


Taxon-specific C:N relative use efficiency for amino acids in an estuarine community
journal, August 2012


Toward Accurate and Quantitative Comparative Metagenomics
journal, August 2016


Large-scale analysis of the yeast proteome by multidimensional protein identification technology
journal, March 2001

  • Washburn, Michael P.; Wolters, Dirk; Yates, John R.
  • Nature Biotechnology, Vol. 19, Issue 3
  • DOI: 10.1038/85686

Genome characteristics of a generalist marine bacterial lineage
journal, January 2010

  • Newton, Ryan J.; Griffin, Laura E.; Bowles, Kathy M.
  • The ISME Journal, Vol. 4, Issue 6
  • DOI: 10.1038/ismej.2009.150

Seasonality and vertical structure of microbial communities in an ocean gyre
journal, June 2009

  • Treusch, Alexander H.; Vergin, Kevin L.; Finlay, Liam A.
  • The ISME Journal, Vol. 3, Issue 10
  • DOI: 10.1038/ismej.2009.60

Comparative metaproteomics reveals ocean-scale shifts in microbial nutrient utilization and energy transduction
journal, February 2010

  • Morris, Robert M.; Nunn, Brook L.; Frazar, Christian
  • The ISME Journal, Vol. 4, Issue 5
  • DOI: 10.1038/ismej.2010.4

High-throughput isotopic analysis of RNA microarrays to quantify microbial resource use
journal, December 2011

  • Mayali, Xavier; Weber, Peter K.; Brodie, Eoin L.
  • The ISME Journal, Vol. 6, Issue 6
  • DOI: 10.1038/ismej.2011.175

Phylogenetic conservatism of functional traits in microorganisms
journal, December 2012

  • Martiny, Adam C.; Treseder, Kathleen; Pusch, Gordon
  • The ISME Journal, Vol. 7, Issue 4
  • DOI: 10.1038/ismej.2012.160

Expression patterns reveal niche diversification in a marine microbial assemblage
journal, August 2012

  • Gifford, Scott M.; Sharma, Shalabh; Booth, Melissa
  • The ISME Journal, Vol. 7, Issue 2
  • DOI: 10.1038/ismej.2012.96

Niches of two polysaccharide-degrading Polaribacter isolates from the North Sea during a spring diatom bloom
journal, December 2014

  • Xing, Peng; Hahnke, Richard L.; Unfried, Frank
  • The ISME Journal, Vol. 9, Issue 6
  • DOI: 10.1038/ismej.2014.225

Absolute quantification of microbial taxon abundances
journal, September 2016

  • Props, Ruben; Kerckhof, Frederiek-Maarten; Rubbens, Peter
  • The ISME Journal, Vol. 11, Issue 2
  • DOI: 10.1038/ismej.2016.117

Bacterioplankton niche partitioning in the use of phytoplankton-derived dissolved organic carbon: quantity is more important than quality
journal, April 2016

  • Sarmento, Hugo; Morana, Cédric; Gasol, Josep M.
  • The ISME Journal, Vol. 10, Issue 11
  • DOI: 10.1038/ismej.2016.66

Cultivation of the ubiquitous SAR11 marine bacterioplankton clade
journal, August 2002

  • Rappé, Michael S.; Connon, Stephanie A.; Vergin, Kevin L.
  • Nature, Vol. 418, Issue 6898
  • DOI: 10.1038/nature00917

SAR11 marine bacteria require exogenous reduced sulphur for growth
journal, March 2008

  • Tripp, H. James; Kitner, Joshua B.; Schwalbach, Michael S.
  • Nature, Vol. 452, Issue 7188
  • DOI: 10.1038/nature06776

Adaptive radiation by waves of gene transfer leads to fine-scale resource partitioning in marine microbes
journal, September 2016

  • Hehemann, Jan-Hendrik; Arevalo, Philip; Datta, Manoshi S.
  • Nature Communications, Vol. 7, Issue 1
  • DOI: 10.1038/ncomms12860

Fast gapped-read alignment with Bowtie 2
journal, March 2012

  • Langmead, Ben; Salzberg, Steven L.
  • Nature Methods, Vol. 9, Issue 4
  • DOI: 10.1038/nmeth.1923

Stable isotope probing — linking microbial identity to function
journal, May 2005

  • Dumont, Marc G.; Murrell, J. Colin
  • Nature Reviews Microbiology, Vol. 3, Issue 6
  • DOI: 10.1038/nrmicro1162

Microbial structuring of marine ecosystems
journal, October 2007

  • Azam, Farooq; Malfatti, Francesca
  • Nature Reviews Microbiology, Vol. 5, Issue 10
  • DOI: 10.1038/nrmicro1747

Master recyclers: features and functions of bacteria associated with phytoplankton blooms
journal, August 2014

  • Buchan, Alison; LeCleir, Gary R.; Gulvik, Christopher A.
  • Nature Reviews Microbiology, Vol. 12, Issue 10
  • DOI: 10.1038/nrmicro3326

Annually reoccurring bacterial communities are predictable from ocean conditions
journal, August 2006

  • Fuhrman, J. A.; Hewson, I.; Schwalbach, M. S.
  • Proceedings of the National Academy of Sciences, Vol. 103, Issue 35
  • DOI: 10.1073/pnas.0602399103

Microbial community transcriptomes reveal microbes and metabolic pathways associated with dissolved organic matter turnover in the sea
journal, August 2010

  • McCarren, J.; Becker, J. W.; Repeta, D. J.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 38
  • DOI: 10.1073/pnas.1010732107

Microbial diversity and the lability of dissolved organic carbon
journal, May 2014

  • Nelson, C. E.; Wear, E. K.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 20
  • DOI: 10.1073/pnas.1405751111

Prokaryotes: The unseen majority
journal, June 1998

  • Whitman, W. B.; Coleman, D. C.; Wiebe, W. J.
  • Proceedings of the National Academy of Sciences, Vol. 95, Issue 12
  • DOI: 10.1073/pnas.95.12.6578

Improvement of Phylogenies after Removing Divergent and Ambiguously Aligned Blocks from Protein Sequence Alignments
journal, August 2007


BamTools: a C++ API and toolkit for analyzing and managing BAM files
journal, April 2011


Exhaustive database searching for amino acid mutations in proteomes
journal, May 2012


Sipros/ProRata: a versatile informatics system for quantitative community proteomics
journal, June 2013


ARB: a software environment for sequence data
journal, February 2004


MUSCLE: multiple sequence alignment with high accuracy and high throughput
journal, March 2004

  • Edgar, R. C.
  • Nucleic Acids Research, Vol. 32, Issue 5, p. 1792-1797
  • DOI: 10.1093/nar/gkh340

Community Genomics Among Stratified Microbial Assemblages in the Ocean's Interior
journal, January 2006


The Genome of the Alga-Associated Marine Flavobacterium Formosa agariphila KMM 3901 T Reveals a Broad Potential for Degradation of Algal Polysaccharides
journal, August 2013

  • Mann, Alexander J.; Hahnke, Richard L.; Huang, Sixing
  • Applied and Environmental Microbiology, Vol. 79, Issue 21
  • DOI: 10.1128/aem.01937-13

Cultivation and Growth Characteristics of a Diverse Group of Oligotrophic Marine Gammaproteobacteria
journal, January 2004


Metagenome Sequencing of a Coastal Marine Microbial Community from Monterey Bay, California
journal, April 2015


FastTree 2 – Approximately Maximum-Likelihood Trees for Large Alignments
journal, March 2010


Phylogenetic Patterns in the Microbial Response to Resource Availability: Amino Acid Incorporation in San Francisco Bay
journal, April 2014


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journal, September 2019


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journal, December 2018


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journal, July 2019


Simulating metagenomic stable isotope probing datasets with MetaSIPSim
journal, January 2020


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journal, March 2019

  • Nguyen, Trang T. H.; Myrold, David D.; Mueller, Ryan S.
  • Frontiers in Microbiology, Vol. 10
  • DOI: 10.3389/fmicb.2019.00413

Genome-Resolved Proteomic Stable Isotope Probing of Soil Microbial Communities Using 13CO2 and 13C-Methanol
journal, December 2019


Distributions of Extracellular Peptidases Across Prokaryotic Genomes Reflect Phylogeny and Habitat
journal, March 2019

  • Nguyen, Trang T. H.; Myrold, David D.; Mueller, Ryan S.
  • Frontiers in Microbiology, Vol. 10
  • DOI: 10.3389/fmicb.2019.00413