Microbial community proteomics for characterizing the range of metabolic functions and activities of human gut microbiota
Abstract
We found that the human gastrointestinal (GI) tract is a complex, dynamic ecosystem that consists of a carefully tuned balance of human host and microbiota membership. The microbiome component is not insignificant, but rather provides important functions that are absolutely critical to many aspects of human health, including nutrient transformation and absorption, drug metabolism, pathogen defense, and immune system development. Microbial community proteomics (sometimes referred to as metaproteomics) provides a powerful approach to measure the range and details of human gut microbiota functions and metabolic activities, revealing information about microbiome development and stability especially with regard to human health vs. disease states. In most cases, both microbial and human proteins are extracted from fecal samples and then measured by the high performance MS-based proteomics technology. We review the field of human gut microbiome community proteomics, with a focus on the experimental and informatics considerations involved in characterizing systems that range from low complexity defined model gut microbiota in gnotobiotic mice, to the simple gut microbiota in the GI tract of newborn infants, and finally to the complex gut microbiota in adults. Moreover, the current state-of-the-art in experimental and bioinformatics capabilities for community proteomics enable a detailed measurement of the gutmore »
- Authors:
-
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States); Univ. of Tennessee, Knoxville, TN (United States)
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE; National Institutes of Health (NIH)
- OSTI Identifier:
- 1237607
- Grant/Contract Number:
- AC05-00OR22725; 1R01-GM-103600
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Proteomics (Online)
- Additional Journal Information:
- Journal Name: Proteomics (Online); Journal Volume: 15; Journal Issue: 20; Journal ID: ISSN 1615-9861
- Publisher:
- Wiley
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Human gut microbiome; Metaproteomics; Shotgun proteomics; Systems biology
Citation Formats
Xiong, Weili, Abraham, Paul E., Li, Zhou, Pan, Chongle, and Robert L. Hettich. Microbial community proteomics for characterizing the range of metabolic functions and activities of human gut microbiota. United States: N. p., 2015.
Web. doi:10.1002/pmic.201400571.
Xiong, Weili, Abraham, Paul E., Li, Zhou, Pan, Chongle, & Robert L. Hettich. Microbial community proteomics for characterizing the range of metabolic functions and activities of human gut microbiota. United States. https://doi.org/10.1002/pmic.201400571
Xiong, Weili, Abraham, Paul E., Li, Zhou, Pan, Chongle, and Robert L. Hettich. Fri .
"Microbial community proteomics for characterizing the range of metabolic functions and activities of human gut microbiota". United States. https://doi.org/10.1002/pmic.201400571. https://www.osti.gov/servlets/purl/1237607.
@article{osti_1237607,
title = {Microbial community proteomics for characterizing the range of metabolic functions and activities of human gut microbiota},
author = {Xiong, Weili and Abraham, Paul E. and Li, Zhou and Pan, Chongle and Robert L. Hettich},
abstractNote = {We found that the human gastrointestinal (GI) tract is a complex, dynamic ecosystem that consists of a carefully tuned balance of human host and microbiota membership. The microbiome component is not insignificant, but rather provides important functions that are absolutely critical to many aspects of human health, including nutrient transformation and absorption, drug metabolism, pathogen defense, and immune system development. Microbial community proteomics (sometimes referred to as metaproteomics) provides a powerful approach to measure the range and details of human gut microbiota functions and metabolic activities, revealing information about microbiome development and stability especially with regard to human health vs. disease states. In most cases, both microbial and human proteins are extracted from fecal samples and then measured by the high performance MS-based proteomics technology. We review the field of human gut microbiome community proteomics, with a focus on the experimental and informatics considerations involved in characterizing systems that range from low complexity defined model gut microbiota in gnotobiotic mice, to the simple gut microbiota in the GI tract of newborn infants, and finally to the complex gut microbiota in adults. Moreover, the current state-of-the-art in experimental and bioinformatics capabilities for community proteomics enable a detailed measurement of the gut microbiota, yielding valuable insights into the broad functional profiles of even complex microbiota. Future developments are likely to expand into improved analysis throughput and coverage depth, as well as post-translational modification characterizations.},
doi = {10.1002/pmic.201400571},
journal = {Proteomics (Online)},
number = 20,
volume = 15,
place = {United States},
year = {Fri Apr 24 00:00:00 EDT 2015},
month = {Fri Apr 24 00:00:00 EDT 2015}
}
Web of Science
Works referenced in this record:
Protein-based stable isotope probing (protein-SIP) in functional metaproteomics
journal, March 2012
- Seifert, Jana; Taubert, Martin; Jehmlich, Nico
- Mass Spectrometry Reviews, Vol. 31, Issue 6
A comparison of cataloged variation between International HapMap Consortium and 1000 Genomes Project data
journal, March 2012
- Buchanan, Carrie C.; Torstenson, Eric S.; Bush, William S.
- Journal of the American Medical Informatics Association, Vol. 19, Issue 2
Exhaustive database searching for amino acid mutations in proteomes
journal, May 2012
- Hyatt, Doug; Pan, Chongle
- Bioinformatics, Vol. 28, Issue 14
DBDigger: Reorganized Proteomic Database Identification That Improves Flexibility and Speed
journal, April 2005
- Tabb, David L.; Narasimhan, Chandrasegaran; Strader, Michael Brad
- Analytical Chemistry, Vol. 77, Issue 8
Adaptation of protein expression by Escherichia coli in the gastrointestinal tract of gnotobiotic mice
journal, April 2009
- Alpert, Carl; Scheel, Jacqueline; Engst, Wolfram
- Environmental Microbiology, Vol. 11, Issue 4
Metaproteomics Approach To Study the Functionality of the Microbiota in the Human Infant Gastrointestinal Tract
journal, December 2006
- Klaassens, E. S.; de Vos, W. M.; Vaughan, E. E.
- Applied and Environmental Microbiology, Vol. 73, Issue 4
Target-decoy search strategy for increased confidence in large-scale protein identifications by mass spectrometry
journal, February 2007
- Elias, Joshua E.; Gygi, Steven P.
- Nature Methods, Vol. 4, Issue 3
Meconium Microbiome Analysis Identifies Bacteria Correlated with Premature Birth
journal, March 2014
- Ardissone, Alexandria N.; de la Cruz, Diomel M.; Davis-Richardson, Austin G.
- PLoS ONE, Vol. 9, Issue 3
Sipros/ProRata: a versatile informatics system for quantitative community proteomics
journal, June 2013
- Wang, Yingfeng; Ahn, Tae-Hyuk; Li, Zhou
- Bioinformatics, Vol. 29, Issue 16
Defining the Boundaries and Characterizing the Landscape of Functional Genome Expression in Vascular Tissues of Populus using Shotgun Proteomics
journal, November 2011
- Abraham, Paul; Adams, Rachel; Giannone, Richard J.
- Journal of Proteome Research, Vol. 11, Issue 1
Shotgun metaproteomics of the human distal gut microbiota
journal, October 2008
- Verberkmoes, Nathan C.; Russell, Alison L.; Shah, Manesh
- The ISME Journal, Vol. 3, Issue 2
Integrated Metagenomics/Metaproteomics Reveals Human Host-Microbiota Signatures of Crohn's Disease
journal, November 2012
- Erickson, Alison R.; Cantarel, Brandi L.; Lamendella, Regina
- PLoS ONE, Vol. 7, Issue 11
Fermentation, Hydrogen, and Sulfur Metabolism in Multiple Uncultivated Bacterial Phyla
journal, September 2012
- Wrighton, K. C.; Thomas, B. C.; Sharon, I.
- Science, Vol. 337, Issue 6102
Environmental Proteomics: a Paradigm Shift in Characterizing Microbial Activities at the Molecular Level
journal, March 2009
- Keller, M.; Hettich, R.
- Microbiology and Molecular Biology Reviews, Vol. 73, Issue 1
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
Combining gene prediction methods to improve metagenomic gene annotation
journal, January 2011
- Yok, Non G.; Rosen, Gail L.
- BMC Bioinformatics, Vol. 12, Issue 1
The Application of the Nitrogen Isotope N
15
for the Study of Protein Metabolism
journal, December 1938
- Schoenheimer, Rudolf; Rittenberg, D.; Foster, G. L.
- Science, Vol. 88, Issue 2295
Correlation of mRNA and protein in complex biological samples
journal, October 2009
- Maier, Tobias; Güell, Marc; Serrano, Luis
- FEBS Letters, Vol. 583, Issue 24
Probability-based protein identification by searching sequence databases using mass spectrometry data
journal, December 1999
- Perkins, David N.; Pappin, Darryl J. C.; Creasy, David M.
- Electrophoresis, Vol. 20, Issue 18
The impact of the microbiota on the pathogenesis of IBD: lessons from mouse infection models
journal, July 2010
- Nell, Sandra; Suerbaum, Sebastian; Josenhans, Christine
- Nature Reviews Microbiology, Vol. 8, Issue 8
Insights from quantitative metaproteomics and protein-stable isotope probing into microbial ecology
journal, May 2013
- von Bergen, Martin; Jehmlich, Nico; Taubert, Martin
- The ISME Journal, Vol. 7, Issue 10
An iterative workflow for mining the human intestinal metaproteome
journal, January 2011
- Rooijers, Koos; Kolmeder, Carolin; Juste, Catherine
- BMC Genomics, Vol. 12, Issue 1
An approach to correlate tandem mass spectral data of peptides with amino acid sequences in a protein database
journal, November 1994
- Eng, Jimmy K.; McCormack, Ashley L.; Yates, John R.
- Journal of the American Society for Mass Spectrometry, Vol. 5, Issue 11
Diversity, stability and resilience of the human gut microbiota
journal, September 2012
- Lozupone, Catherine A.; Stombaugh, Jesse I.; Gordon, Jeffrey I.
- Nature, Vol. 489, Issue 7415
Multispecies diel transcriptional oscillations in open ocean heterotrophic bacterial assemblages
journal, July 2014
- Ottesen, E. A.; Young, C. R.; Gifford, S. M.
- Science, Vol. 345, Issue 6193
Host–microbe relationships in inflammatory bowel disease detected by bacterial and metaproteomic analysis of the mucosal–luminal interface
journal, March 2012
- Presley, Laura L.; Ye, Jingxiao; Li, Xiaoxiao
- Inflammatory Bowel Diseases, Vol. 18, Issue 3
Comparative Metaproteomics and Diversity Analysis of Human Intestinal Microbiota Testifies for Its Temporal Stability and Expression of Core Functions
journal, January 2012
- Kolmeder, Carolin A.; de Been, Mark; Nikkilä, Janne
- PLoS ONE, Vol. 7, Issue 1
Coupling a Detergent Lysis/Cleanup Methodology with Intact Protein Fractionation for Enhanced Proteome Characterization
journal, October 2012
- Sharma, Ritin; Dill, Brian D.; Chourey, Karuna
- Journal of Proteome Research, Vol. 11, Issue 12
TANDEM: matching proteins with tandem mass spectra
journal, February 2004
- Craig, R.; Beavis, R. C.
- Bioinformatics, Vol. 20, Issue 9
The COG database: a tool for genome-scale analysis of protein functions and evolution
journal, January 2000
- Tatusov, R. L.
- Nucleic Acids Research, Vol. 28, Issue 1
Gut microbiota disturbance during antibiotic therapy
journal, December 2013
- Ferrer, Manuel; Martins dos Santos, Vitor AP; Ott, Stephan J.
- Gut Microbes, Vol. 5, Issue 1
Proteomic investigation of the adaptation ofLactococcus lactis to the mouse digestive tract
journal, April 2008
- Roy, Karine; Meyrand, Mickaël; Corthier, Gérard
- PROTEOMICS, Vol. 8, Issue 8
Direct Cellular Lysis/Protein Extraction Protocol for Soil Metaproteomics
journal, December 2010
- Chourey, Karuna; Jansson, Janet; VerBerkmoes, Nathan
- Journal of Proteome Research, Vol. 9, Issue 12
The Impact of the Gut Microbiota on Human Health: An Integrative View
journal, March 2012
- Clemente, Jose C.; Ursell, Luke K.; Parfrey, Laura Wegener
- Cell, Vol. 148, Issue 6
Stable-Isotope Probing Reveals That Hydrogen Isotope Fractionation in Proteins and Lipids in a Microbial Community Are Different and Species-Specific
journal, June 2013
- Fischer, Curt R.; Bowen, Benjamin P.; Pan, Chongle
- ACS Chemical Biology, Vol. 8, Issue 8
15 N- and 2 H proteomic stable isotope probing links nitrogen flow to archaeal heterotrophic activity : Tracking nitrogen flow with proteomic-SIP
journal, May 2014
- Justice, Nicholas B.; Li, Zhou; Wang, Yingfeng
- Environmental Microbiology, Vol. 16, Issue 10
Multidimensional LC Separations in Shotgun Proteomics
journal, October 2008
- Motoyama, Akira; Yates, John R.
- Analytical Chemistry, Vol. 80, Issue 19
Large-scale database searching using tandem mass spectra: Looking up the answer in the back of the book
journal, November 2004
- Sadygov, Rovshan G.; Cociorva, Daniel; Yates, John R.
- Nature Methods, Vol. 1, Issue 3
SILAC Mouse for Quantitative Proteomics Uncovers Kindlin-3 as an Essential Factor for Red Blood Cell Function
journal, July 2008
- Krüger, Marcus; Moser, Markus; Ussar, Siegfried
- Cell, Vol. 134, Issue 2
Omega: an Overlap-graph de novo Assembler for Metagenomics
journal, June 2014
- Haider, Bahlul; Ahn, Tae-Hyuk; Bushnell, Brian
- Bioinformatics, Vol. 30, Issue 19
Microbial metaproteomics: identifying the repertoire of proteins that microorganisms use to compete and cooperate in complex environmental communities
journal, June 2012
- Hettich, Robert L.; Sharma, Ritin; Chourey, Karuna
- Current Opinion in Microbiology, Vol. 15, Issue 3
Strategies for Metagenomic-Guided Whole-Community Proteomics of Complex Microbial Environments
journal, November 2011
- Cantarel, Brandi L.; Erickson, Alison R.; VerBerkmoes, Nathan C.
- PLoS ONE, Vol. 6, Issue 11
Comparative Microbial Analysis of Paired Amniotic Fluid and Cord Blood from Pregnancies Complicated by Preterm Birth and Early-Onset Neonatal Sepsis
journal, February 2013
- Wang, Xiaowei; Buhimschi, Catalin S.; Temoin, Stephanie
- PLoS ONE, Vol. 8, Issue 2
Commensal microbiota and myelin autoantigen cooperate to trigger autoimmune demyelination
journal, October 2011
- Berer, Kerstin; Mues, Marsilius; Koutrolos, Michail
- Nature, Vol. 479, Issue 7374
Characterizing a model human gut microbiota composed of members of its two dominant bacterial phyla
journal, March 2009
- Mahowald, M. A.; Rey, F. E.; Seedorf, H.
- Proceedings of the National Academy of Sciences, Vol. 106, Issue 14
Functional phylogenomics analysis of bacteria and archaea using consistent genome annotation with UniFam
journal, October 2014
- Chai, Juanjuan; Kora, Guruprasad; Ahn, Tae-Hyuk
- BMC Evolutionary Biology, Vol. 14, Issue 1
Open Mass Spectrometry Search Algorithm
journal, October 2004
- Geer, Lewis Y.; Markey, Sanford P.; Kowalak, Jeffrey A.
- Journal of Proteome Research, Vol. 3, Issue 5
Metaproteomics reveals functional shifts in microbial and human proteins during a preterm infant gut colonization case
journal, July 2015
- Young, Jacque C.; Pan, Chongle; Adams, Rachel M.
- PROTEOMICS, Vol. 15, Issue 20
Bacterial protein signals are associated with Crohn’s disease
journal, January 2014
- Juste, Catherine; Kreil, David P.; Beauvallet, Christian
- Gut, Vol. 63, Issue 10
Effects of Diet on Resource Utilization by a Model Human Gut Microbiota Containing Bacteroides cellulosilyticus WH2, a Symbiont with an Extensive Glycobiome
journal, August 2013
- McNulty, Nathan P.; Wu, Meng; Erickson, Alison R.
- PLoS Biology, Vol. 11, Issue 8
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
Development of the preterm infant gut microbiome: a research priority
journal, January 2014
- Groer, Maureen W.; Luciano, Angel A.; Dishaw, Larry J.
- Microbiome, Vol. 2, Issue 1
Mass spectrometry-based metabolomics
journal, January 2006
- Dettmer, Katja; Aronov, Pavel A.; Hammock, Bruce D.
- Mass Spectrometry Reviews, Vol. 26, Issue 1
Community Proteomics of a Natural Microbial Biofilm
journal, June 2005
- Ram, R. J.
- Science, Vol. 308, Issue 5730
Community structure and metabolism through reconstruction of microbial genomes from the environment
journal, February 2004
- Tyson, Gene W.; Chapman, Jarrod; Hugenholtz, Philip
- Nature, Vol. 428, Issue 6978
Microbiota from the distal guts of lean and obese adolescents exhibit partial functional redundancy besides clear differences in community structure: Metaproteomic insights associated to human obesity
journal, August 2012
- Ferrer, Manuel; Ruiz, Alicia; Lanza, Francesca
- Environmental Microbiology, Vol. 15, Issue 1
The African Genome Variation Project shapes medical genetics in Africa
journal, December 2014
- Gurdasani, Deepti; Carstensen, Tommy; Tekola-Ayele, Fasil
- Nature, Vol. 517, Issue 7534
Metaproteomics of our microbiome — Developing insight in function and activity in man and model systems
journal, January 2014
- Kolmeder, Carolin A.; de Vos, Willem M.
- Journal of Proteomics, Vol. 97
Searching for a needle in a stack of needles: challenges in metaproteomics data analysis
journal, January 2013
- Muth, Thilo; Benndorf, Dirk; Reichl, Udo
- Mol. BioSyst., Vol. 9, Issue 4
MyriMatch: Highly Accurate Tandem Mass Spectral Peptide Identification by Multivariate Hypergeometric Analysis
journal, February 2007
- Tabb, David L.; Fernando, Christopher G.; Chambers, Matthew C.
- Journal of Proteome Research, Vol. 6, Issue 2
Metaproteomics : Harnessing the Power of High Performance Mass Spectrometry to Identify the Suite of Proteins That Control Metabolic Activities in Microbial Communities
journal, March 2013
- Hettich, Robert L.; Pan, Chongle; Chourey, Karuna
- Analytical Chemistry, Vol. 85, Issue 9
A computational method for assessing peptide- identification reliability in tandem mass spectrometry analysis with SEQUEST
journal, April 2004
- Razumovskaya, Jane; Olman, Victor; Xu, Dong
- PROTEOMICS, Vol. 4, Issue 4
Interpretation of Shotgun Proteomic Data: The Protein Inference Problem
journal, July 2005
- Nesvizhskii, Alexey I.; Aebersold, Ruedi
- Molecular & Cellular Proteomics, Vol. 4, Issue 10
Development of intestinal microbiota in infants and its impact on health
journal, April 2013
- Matamoros, Sebastien; Gras-Leguen, Christele; Le Vacon, Françoise
- Trends in Microbiology, Vol. 21, Issue 4
Quantitative proteomics in the field of microbiology
journal, March 2014
- Otto, Andreas; Becher, Dörte; Schmidt, Frank
- PROTEOMICS, Vol. 14, Issue 4-5
Systematic Comparison of Label-Free, Metabolic Labeling, and Isobaric Chemical Labeling for Quantitative Proteomics on LTQ Orbitrap Velos
journal, January 2012
- Li, Zhou; Adams, Rachel M.; Chourey, Karuna
- Journal of Proteome Research, Vol. 11, Issue 3
Exploring mixed microbial community functioning: recent advances in metaproteomics
journal, January 2012
- Siggins, Alma; Gunnigle, Eoin; Abram, Florence
- FEMS Microbiology Ecology, Vol. 80, Issue 2
A Metaproteomic Approach to Study Human-Microbial Ecosystems at the Mucosal Luminal Interface
journal, November 2011
- Li, Xiaoxiao; LeBlanc, James; Truong, Allison
- PLoS ONE, Vol. 6, Issue 11
Human gut microbes associated with obesity
journal, December 2006
- Ley, Ruth E.; Turnbaugh, Peter J.; Klein, Samuel
- Nature, Vol. 444, Issue 7122
Nutrients drive transcriptional changes that maintain metabolic homeostasis but alter genome architecture in Microcystis
journal, May 2014
- Steffen, Morgan M.; Dearth, Stephen P.; Dill, Brian D.
- The ISME Journal, Vol. 8, Issue 10
Insights into the regulation of protein abundance from proteomic and transcriptomic analyses
journal, March 2012
- Vogel, Christine; Marcotte, Edward M.
- Nature Reviews Genetics, Vol. 13, Issue 4
Bioinformatic progress and applications in metaproteogenomics for bridging the gap between genomic sequences and metabolic functions in microbial communities
journal, August 2013
- Seifert, Jana; Herbst, Florian-Alexander; Halkjaer Nielsen, Per
- PROTEOMICS, Vol. 13, Issue 18-19
Metaproteomics to unravel major microbial players in leaf litter and soil environments: Challenges and perspectives
journal, October 2013
- Becher, Dörte; Bernhardt, Jörg; Fuchs, Stephan
- PROTEOMICS, Vol. 13, Issue 18-19
Diverse and divergent protein post-translational modifications in two growth stages of a natural microbial community
journal, July 2014
- Li, Zhou; Wang, Yingfeng; Yao, Qiuming
- Nature Communications, Vol. 5, Issue 1
Works referencing / citing this record:
Gut microbiota functions: metabolism of nutrients and other food components
journal, April 2017
- Rowland, Ian; Gibson, Glenn; Heinken, Almut
- European Journal of Nutrition, Vol. 57, Issue 1
Systems biology perspective for studying the gut microbiota in human physiology and liver diseases
journal, November 2019
- Altay, Ozlem; Nielsen, Jens; Uhlen, Mathias
- eBioMedicine, Vol. 49
Sipros Ensemble improves database searching and filtering for complex metaproteomics
journal, September 2017
- Guo, Xuan; Li, Zhou; Yao, Qiuming
- Bioinformatics, Vol. 34, Issue 5
Hospitalized Premature Infants Are Colonized by Related Bacterial Strains with Distinct Proteomic Profiles
journal, April 2018
- Brown, Christopher T.; Xiong, Weili; Olm, Matthew R.
- mBio, Vol. 9, Issue 2
A comprehensive and scalable database search system for metaproteomics
journal, August 2016
- Chatterjee, Sandip; Stupp, Gregory S.; Park, Sung Kyu Robin
- BMC Genomics, Vol. 17, Issue 1
MetaPro-IQ: a universal metaproteomic approach to studying human and mouse gut microbiota
journal, June 2016
- Zhang, Xu; Ning, Zhibin; Mayne, Janice
- Microbiome, Vol. 4, Issue 1
The impact of sequence database choice on metaproteomic results in gut microbiota studies
journal, September 2016
- Tanca, Alessandro; Palomba, Antonio; Fraumene, Cristina
- Microbiome, Vol. 4, Issue 1
Metaproteomics reveals persistent and phylum-redundant metabolic functional stability in adult human gut microbiomes of Crohn’s remission patients despite temporal variations in microbial taxa, genomes, and proteomes
journal, February 2019
- Blakeley-Ruiz, J. Alfredo; Erickson, Alison R.; Cantarel, Brandi L.
- Microbiome, Vol. 7, Issue 1
“Omic” investigations of protozoa and worms for a deeper understanding of the human gut “parasitome”
journal, November 2017
- Marzano, Valeria; Mancinelli, Livia; Bracaglia, Giorgia
- PLOS Neglected Tropical Diseases, Vol. 11, Issue 11
Metaproteomics as a Complementary Approach to Gut Microbiota in Health and Disease
journal, January 2017
- Petriz, Bernardo A.; Franco, Octávio L.
- Frontiers in Chemistry, Vol. 5
Metaproteogenomics Reveals Taxonomic and Functional Changes between Cecal and Fecal Microbiota in Mouse
journal, March 2017
- Tanca, Alessandro; Manghina, Valeria; Fraumene, Cristina
- Frontiers in Microbiology, Vol. 8
Association Between Gut Microbiota and CD4 Recovery in HIV-1 Infected Patients
journal, July 2018
- Lu, Wei; Feng, Yuqing; Jing, Fanhui
- Frontiers in Microbiology, Vol. 9
More Is Not Always Better: Evaluation of 1D and 2D-LC-MS/MS Methods for Metaproteomics
journal, February 2019
- Hinzke, Tjorven; Kouris, Angela; Hughes, Rebecca-Ayme
- Frontiers in Microbiology, Vol. 10
Microcins in Enterobacteriaceae: Peptide Antimicrobials in the Eco-Active Intestinal Chemosphere
journal, October 2019
- Baquero, Fernando; Lanza, Val F.; Baquero, Maria-Rosario
- Frontiers in Microbiology, Vol. 10
Metaproteomic and 16S rRNA Gene Sequencing Analysis of the Infant Fecal Microbiome
journal, March 2019
- Cortes, Laetitia; Wopereis, Harm; Tartiere, Aude
- International Journal of Molecular Sciences, Vol. 20, Issue 6