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Activity-based protein profiling identifies alternating activation of enzymes involved in the bifidobacterium shunt pathway or mucin degradation in the gut microbiome response to soluble dietary fiber

Journal Article · · npj Biofilms and Microbiomes
 [1];  [2];  [3];  [3];  [3];  [3];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States); Washington State Univ., Pullman, WA (United States)
  2. Pacific Northwest National Lab. (PNNL), Richland, WA (United States); Seattle Univ., WA (United States)
  3. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
While deprivation of dietary fiber has been associated with adverse health outcomes, investigations concerning the effect of dietary fiber on the gut microbiome have been largely limited to compositional sequence-based analyses or utilize a defined microbiota not native to the host. To extend understanding of the microbiome’s functional response to dietary fiber deprivation beyond correlative evidence from sequence-based analyses, approaches capable of measuring functional enzymatic activity are needed. In this study, we use an activity-based protein profiling (ABPP) approach to identify sugar metabolizing and transport proteins in native mouse gut microbiomes that respond with differential activity to the deprivation or supplementation of the soluble dietary fibers inulin and pectin. We found that the microbiome of mice subjected to a high fiber diet high in soluble fiber had increased functional activity of multiple proteins, including glycoside hydrolases, polysaccharide lyases, and sugar transport proteins from diverse taxa. The results point to an increase in activity of the Bifidobacterium shunt metabolic pathway in the microbiome of mice fed high fiber diets. In those subjected to a low fiber diet, we identified a shift from the degradation of dietary fibers to that of gut mucins, in particular by the recently isolated taxon “Musculibacterium intestinale”, which experienced dramatic growth in response to fiber deprivation. When combined with metabolomics and shotgun metagenomics analyses, our findings provide a functional investigation of dietary fiber metabolism in the gut microbiome and demonstrates the power of a combined ABPP-multiomics approach for characterizing the response of the gut microbiome to perturbations.
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
National Institutes of Health (NIH); USDOE Laboratory Directed Research and Development (LDRD) Program
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1881474
Report Number(s):
PNNL-SA-153236
Journal Information:
npj Biofilms and Microbiomes, Journal Name: npj Biofilms and Microbiomes Journal Issue: 1 Vol. 8; ISSN 2055-5008
Publisher:
Springer NatureCopyright Statement
Country of Publication:
United States
Language:
English

References (55)

UniProtKB/Swiss-Prot book January 2007
Evaluation of the levels of free and total amitriptyline and metabolites in the plasma and brain of the rat after long-term administration of doses used in receptor studies journal December 1984
Dietary fiber. journal February 1982
From Dietary Fiber to Host Physiology: Short-Chain Fatty Acids as Key Bacterial Metabolites journal June 2016
A Dietary Fiber-Deprived Gut Microbiota Degrades the Colonic Mucus Barrier and Enhances Pathogen Susceptibility journal November 2016
The Impact of Dietary Fiber on Gut Microbiota in Host Health and Disease journal June 2018
MASIC: A software program for fast quantitation and flexible visualization of chromatographic profiles from detected LC–MS(/MS) features journal June 2008
The health benefits of dietary fiber: Beyond the usual suspects of type 2 diabetes mellitus, cardiovascular disease and colon cancer journal August 2012
The Fiber Gap and the Disappearing Gut Microbiome: Implications for Human Nutrition journal May 2016
The thickness of the intestinal mucous layer in the colon of rats fed various sources of non-digestible carbohydrates is positively correlated with the pool of SCFA but negatively correlated with the proportion of butyric acid in digesta journal January 2009
Chemically Etched Open Tubular and Monolithic Emitters for Nanoelectrospray Ionization Mass Spectrometry journal November 2006
Suite of Activity-Based Probes for Cellulose-Degrading Enzymes journal December 2012
Activity-Based Probes for Isoenzyme- and Site-Specific Functional Characterization of Glutathione S -Transferases journal November 2017
Unveiling bifidobacterial biogeography across the mammalian branch of the tree of life journal August 2017
Diversity in cell surface sialic acid presentations: implications for biology and disease journal July 2007
The evolution of cooperation within the gut microbiota journal April 2016
ProteomeXchange provides globally coordinated proteomics data submission and dissemination journal March 2014
MS-GF+ makes progress towards a universal database search tool for proteomics journal October 2014
Fast and sensitive protein alignment using DIAMOND journal November 2014
U1 snRNP regulates cancer cell migration and invasion in vitro journal January 2020
Dietary pectic glycans are degraded by coordinated enzyme pathways in human colonic Bacteroides journal December 2017
The role of short-chain fatty acids in microbiota–gut–brain communication journal May 2019
SignalP 5.0 improves signal peptide predictions using deep neural networks journal February 2019
Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness journal January 2017
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data journal November 2009
Short-Chain Fatty Acid Production from Mono- and Disaccharides in a Fecal Incubation System: Implications for Colonic Fermentation of Dietary Fiber in Humans journal March 1988
Fast Genome-Wide Functional Annotation through Orthology Assignment by eggNOG-Mapper journal April 2017
The Gene Ontology (GO) database and informatics resource journal January 2004
UniProt: the Universal Protein knowledgebase journal January 2004
The carbohydrate-active enzymes database (CAZy) in 2013 journal November 2013
UniProt: a hub for protein information journal October 2014
eggNOG 5.0: a hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses journal November 2018
dbCAN2: a meta server for automated carbohydrate-active enzyme annotation journal May 2018
Integrating probe-level expression changes across generations of Affymetrix arrays journal December 2005
Eisenbergiella tayi gen. nov., sp. nov., isolated from human blood journal March 2014
The glgX gene product of Corynebacterium glutamicum is required for glycogen degradation and for fast adaptation to hyperosmotic stress journal July 2007
Functional metagenomics to mine the human gut microbiome for dietary fiber catabolic enzymes journal September 2010
metaSPAdes: a new versatile metagenomic assembler journal March 2017
In Vitro Kinetic Analysis of Fermentation of Prebiotic Inulin-Type Fructans by Bifidobacterium Species Reveals Four Different Phenotypes journal January 2009
Two Routes of Metabolic Cross-Feeding between Bifidobacterium adolescentis and Butyrate-Producing Anaerobes from the Human Gut journal May 2006
Glycogen and Maltose Utilization by Escherichia coli O157:H7 in the Mouse Intestine journal March 2008
PelN Is a New Pectate Lyase of Dickeya dadantii with Unusual Characteristics journal May 2013
Exponential-Phase Glycogen Recycling Is Essential for Growth of Mycobacterium smegmatis journal November 1999
Activity-Based Protein Profiling: From Enzyme Chemistry to Proteomic Chemistry journal June 2008
H OW H OST -M ICROBIAL I NTERACTIONS S HAPE THE N UTRIENT E NVIRONMENT OF THE M AMMALIAN I NTESTINE journal July 2002
Prodigal: prokaryotic gene recognition and translation initiation site identification journal March 2010
Interpreting Prevotella and Bacteroides as biomarkers of diet and lifestyle journal April 2016
The role of short-chain fatty acids in the interplay between diet, gut microbiota, and host energy metabolism journal July 2013
SeqKit: A Cross-Platform and Ultrafast Toolkit for FASTA/Q File Manipulation journal October 2016
Mucin glycan foraging in the human gut microbiome journal March 2015
Intestinal Short Chain Fatty Acids and their Link with Diet and Human Health journal February 2016
A Novel PL9 Pectate Lyase from Paenibacillus polymyxa KF-1: Cloning, Expression, and Its Application in Pectin Degradation journal June 2019
Effects of Dietary Fiber and Its Components on Metabolic Health journal December 2010
Diet-Microbiota Interactions and Their Implications for Healthy Living journal January 2013
Systems-level characterization of a host-microbe metabolic symbiosis in the mammalian gut journal January 2013

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