Title: Activity‐Based Protein Profiling – Enabling Phenotyping of Host‐Associated and Environmental Microbiomes

Journal Article · · Israel Journal of Chemistry
ORCiD logo [1];  [2];  [2]
  1. Department of Biology Baylor University Waco Texas 76798 USA, Department of Chemistry and Biochemistry Baylor University Waco Texas 76798 USA
  2. Department of Biology Baylor University Waco Texas 76798 USA

Abstract Host‐associated and environmental microbiomes play central roles in human health, biogeochemical cycling, response to ecosystem change, and agriculture. Scientific approaches that can reveal the functional activities that contribute to observed phenotypes are needed in microbiome research. Broad characterization of the functional activity of microbes within microbiomes is currently hampered by approaches that rely on inference of function from metagenomes or indirect measurements. Activity‐based protein profiling is uniquely positioned to overcome these challenges and reveal the protein‐level mechanisms associated with microbiome phenotypes. In this review we describe the progress made to date using ABPP in gut microbiome, plant‐microbe interaction, and soil microbiome research, and suggest how ABPP data can be coupled with advanced computational methods to enable phenotype prediction and bioengineering of microbiomes for applied purposes.

Research Organization:
Univ. of Delaware, Newark, DE (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE; USDOE Office of Science (SC)
Grant/Contract Number:
SC0022018
OSTI ID:
1907917
Journal Information:
Israel Journal of Chemistry, Journal Name: Israel Journal of Chemistry Journal Issue: 3-4 Vol. 63; ISSN 0021-2148
Publisher:
Wiley Blackwell (John Wiley & Sons)Copyright Statement
Country of Publication:
Israel
Language:
English

References (73)

SYNOPSIS Polycyclic Aromatic Hydrocarbons (PAHs) in Soil — a Review journal June 2000
Simple Analysis of Primary and Secondary Bile Salt Hydrolysis in Mouse and Human Gut Microbiome Samples by Using Fluorogenic Substrates journal October 2020
Activity‐Based Protein Profiling of Chitin Catabolism journal November 2020
Activity‐Based Protein Profiling of Bile Salt Hydrolysis in the Human Gut Microbiome with Beta‐Lactam or Acrylamide‐Based Probes journal February 2021
Revealing Formaldehyde Fluxes in Alzheimer's Disease Brain by an Activity‐Based Fluorescence Probe journal April 2022
Role of the microbiota in inflammatory bowel diseases journal January 2012
Chemical Proteomics of Host-Microbe Interactions journal June 2018
Activity-Based Protein Profiling of Infected Plants book November 2011
Induction of phase I, II and III drug metabolism/transport by xenobiotics journal March 2005
Remote Sensing Between Liver and Intestine: Importance of Microbial Metabolites journal March 2017
Polycyclic aromatic hydrocarbons in the diet journal July 1999
A glycal-based photoaffinity probe that enriches sialic acid binding proteins journal September 2019
Activity-based protein profiling of microbes journal February 2015
Activity-based protein profiling in bacteria: Applications for identification of therapeutic targets and characterization of microbial communities journal February 2020
Kinetic analysis of treatment of formaldehyde containing wastewater in UAFB reactor journal May 2009
Design, construction, and in vivo augmentation of a complex gut microbiome journal September 2022
Human-Associated Microbial Signatures: Examining Their Predictive Value journal October 2011
Quantitative Metaproteomics and Activity-based Protein Profiling of Patient Fecal Microbiome Identifies Host and Microbial Serine-type Endopeptidase Activity Associated With Ulcerative Colitis journal March 2022
An Atlas of β-Glucuronidases in the Human Intestinal Microbiome journal July 2017
Gut microbiome interactions with drug metabolism, efficacy, and toxicity journal January 2017
Structural Insights into Endobiotic Reactivation by Human Gut Microbiome-Encoded Sulfatases journal September 2020
Profiling How the Gut Microbiome Modulates Host Xenobiotic Metabolism in Response to Benzo[a]pyrene and 1-Nitropyrene Exposure journal March 2022
Uncovering Hidden Members and Functions of the Soil Microbiome Using De Novo Metaproteomics journal July 2022
ComPIL 2.0: An Updated Comprehensive Metaproteomics Database journal December 2018
Perspective and Guidelines for Metaproteomics in Microbiome Studies journal April 2019
Chemoproteomic Profiling of Gut Microbiota-Associated Bile Salt Hydrolase Activity journal April 2019
A Gut-Restricted Lithocholic Acid Analog as an Inhibitor of Gut Bacterial Bile Salt Hydrolases journal July 2021
Discovering the Microbial Enzymes Driving Drug Toxicity with Activity-Based Protein Profiling journal October 2019
A Probe-Enabled Approach for the Selective Isolation and Characterization of Functionally Active Subpopulations in the Gut Microbiome journal November 2018
Applied Research on the Resource Recovery of Formaldehyde in Pesticide Wastewater journal September 2014
Estimating coverage in metagenomic data sets and why it matters journal May 2014
Enterotypes of the human gut microbiome journal April 2011
The microbial pharmacists within us: a metagenomic view of xenobiotic metabolism journal March 2016
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 July 2022
The promise of the gut microbiome as part of individualized treatment strategies journal August 2021
Engineering mucus to study and influence the microbiome journal January 2019
Coral microbiome dynamics, functions and design in a changing world journal July 2019
Soil microbiomes and climate change journal October 2019
Development of a covalent inhibitor of gut bacterial bile salt hydrolases journal February 2020
A continuous fluorescence assay for simple quantification of bile salt hydrolase activity in the gut microbiome journal February 2019
Characterizing the mucin-degrading capacity of the human gut microbiota journal May 2022
Machine learning and deep learning applications in microbiome research journal October 2022
Development of a 1,2-difluorofucoside activity-based probe for profiling GH29 fucosidases journal January 2021
An activity-based probe targeting the streptococcal virulence factor C5a peptidase journal January 2022
The biomass distribution on Earth journal May 2018
Citrus Vascular Proteomics Highlights the Role of Peroxidases and Serine Proteases during Huanglongbing Disease Progression journal December 2020
Metagenomics combined with activity-based proteomics point to gut bacterial enzymes that reactivate mycophenolate journal August 2022
Nonpareil: a redundancy-based approach to assess the level of coverage in metagenomic datasets journal October 2013
The Increasing Impact of Activity-Based Protein Profiling in Plant Science journal February 2016
A Catalog of Reference Genomes from the Human Microbiome journal May 2010
Structure and function of the global ocean microbiome journal May 2015
Chemical transformation of xenobiotics by the human gut microbiota journal June 2017
Glycosidase and glycan polymorphism control hydrolytic release of immunogenic flagellin peptides journal April 2019
Onco-Multi-OMICS Approach: A New Frontier in Cancer Research journal October 2018
SARS-CoV-2 COVID-19 susceptibility and lung inflammatory storm by smoking and vaping journal June 2020
Multi-omics approaches to disease journal May 2017
Development of a genome-editing CRISPR/Cas9 system in thermophilic fungal Myceliophthora species and its application to hyper-cellulase production strain engineering journal January 2017
Sequential fractionation of the lignocellulosic components in hardwood based on steam explosion and hydrotropic extraction journal January 2019
Sugarcane expansion and farmland prices in São Paulo State, Brazil journal January 2018
Human milk microbiota profiles in relation to birthing method, gestation and infant gender journal January 2016
Estimate of the sequenced proportion of the global prokaryotic genome journal September 2020
The Metaproteomics Initiative: a coordinated approach for propelling the functional characterization of microbiomes journal December 2021
Strengths and Limitations of 16S rRNA Gene Amplicon Sequencing in Revealing Temporal Microbial Community Dynamics journal April 2014
Is Gut Microbiota a Key Player in Epilepsy Onset? A Longitudinal Study in Drug-Naive Children journal December 2021
Mucin glycan foraging in the human gut microbiome journal March 2015
Machine Learning: A New Prospect in Multi-Omics Data Analysis of Cancer journal January 2022
Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment journal February 2021
From Microbiome to Traits: Designing Synthetic Microbial Communities for Improved Crop Resiliency journal August 2020
Interrogating Plant-Microbe Interactions with Chemical Tools: Click Chemistry Reagents for Metabolic Labeling and Activity-Based Probes journal January 2021
Gut Microbiome Toxicity: Connecting the Environment and Gut Microbiome-Associated Diseases journal March 2020
Intestinal Fucose as a Mediator of Host–Microbe Symbiosis journal June 2015
Gut Microbiota’s Effect on Mental Health: The Gut-Brain Axis journal September 2017
Gut Microbiota-brain Axis journal October 2016