Pieter Dorrestein
· Ph.D.VerifiedUniversity of California, San Diego · Pharmaceutical Sciences
Active 2000–2024
Research topics
- Biology
- Bioinformatics
- Computational biology
- Computer Science
- Biochemistry
- Chemistry
- Genetics
- Microbiology
- Physiology
- Data science
- Artificial Intelligence
- Political Science
- Ecology
- Chromatography
- Sociology
- Data Mining
- Social Science
- Evolutionary biology
- Internal medicine
- Medicine
- Psychiatry
- Pharmacology
- Engineering ethics
- Database
Selected publications
Bile salt hydrolase catalyses formation of amine-conjugated bile acids
Nature · 2024 · 198 citations
- Biochemistry
- Biology
- Chemistry
; however, the bacterial gene(s) responsible for their production remain unknown. Herein, we report that bile salt hydrolase (BSH) possesses dual functions in bile acid metabolism. Specifically, we identified a previously unknown role for BSH as an amine N-acyltransferase that conjugates amines to bile acids, thus forming bacterial bile acid amidates (BBAAs). To characterize this amine N-acyltransferase BSH activity, we used pharmacological inhibition of BSH, heterologous expression of bsh and mutants in Escherichia coli and bsh knockout and complementation in Bacteroides fragilis to demonstrate that BSH generates BBAAs. We further show in a human infant cohort that BBAA production is positively correlated with the colonization of bsh-expressing bacteria. Lastly, we report that in cell culture models, BBAAs activate host ligand-activated transcription factors including the pregnane X receptor and the aryl hydrocarbon receptor. These findings enhance our understanding of how gut bacteria, through the promiscuous actions of BSH, have a significant role in regulating the bile acid metabolic network.
microbeMASST: a taxonomically informed mass spectrometry search tool for microbial metabolomics data
Nature Microbiology · 2024 · 109 citations
Senior authorCorresponding- Computational biology
- Biology
- Chemistry
microbeMASST, a taxonomically informed mass spectrometry (MS) search tool, tackles limited microbial metabolite annotation in untargeted metabolomics experiments. Leveraging a curated database of >60,000 microbial monocultures, users can search known and unknown MS/MS spectra and link them to their respective microbial producers via MS/MS fragmentation patterns. Identification of microbe-derived metabolites and relative producers without a priori knowledge will vastly enhance the understanding of microorganisms' role in ecology and human health.
Reverse metabolomics for the discovery of chemical structures from humans
Nature · 2023 · 163 citations
Senior authorCorresponding- Chemistry
- Biochemistry
- Computational biology
. Culture of bacteria belonging to the Bifidobacterium, Clostridium and Enterococcus genera produced these bile amidates. Because searching repositories with tandem mass spectrometry spectra has only recently become possible, this reverse metabolomics approach can now be used as a general strategy to discover other molecules from human and animal ecosystems.
Standardized multi-omics of Earth’s microbiomes reveals microbial and metabolite diversity
Nature Microbiology · 2022 · 181 citations
- Political Science
- Computational biology
- Biology
Despite advances in sequencing, lack of standardization makes comparisons across studies challenging and hampers insights into the structure and function of microbial communities across multiple habitats on a planetary scale. Here we present a multi-omics analysis of a diverse set of 880 microbial community samples collected for the Earth Microbiome Project. We include amplicon (16S, 18S, ITS) and shotgun metagenomic sequence data, and untargeted metabolomics data (liquid chromatography-tandem mass spectrometry and gas chromatography mass spectrometry). We used standardized protocols and analytical methods to characterize microbial communities, focusing on relationships and co-occurrences of microbially related metabolites and microbial taxa across environments, thus allowing us to explore diversity at extraordinary scale. In addition to a reference database for metagenomic and metabolomic data, we provide a framework for incorporating additional studies, enabling the expansion of existing knowledge in the form of an evolving community resource. We demonstrate the utility of this database by testing the hypothesis that every microbe and metabolite is everywhere but the environment selects. Our results show that metabolite diversity exhibits turnover and nestedness related to both microbial communities and the environment, whereas the relative abundances of microbially related metabolites vary and co-occur with specific microbial consortia in a habitat-specific manner. We additionally show the power of certain chemistry, in particular terpenoids, in distinguishing Earth's environments (for example, terrestrial plant surfaces and soils, freshwater and marine animal stool), as well as that of certain microbes including Conexibacter woesei (terrestrial soils), Haloquadratum walsbyi (marine deposits) and Pantoea dispersa (terrestrial plant detritus). This Resource provides insight into the taxa and metabolites within microbial communities from diverse habitats across Earth, informing both microbial and chemical ecology, and provides a foundation and methods for multi-omics microbiome studies of hosts and the environment.
Bile Acids Are Substrates for Amine N-Acyl Transferase Activity by Bile Salt Hydrolase
Research Square (Research Square) · 2022 · 20 citations
- Biochemistry
- Biology
- Chemistry
A community resource for paired genomic and metabolomic data mining
Nature Chemical Biology · 2021 · 129 citations
- Computer Science
- Computational biology
- Biology
biosynthetic origins and metabolite structures.
Frontiers in Physiology · 2021 · 27 citations
- Immunology
- Medicine
- Physiology
stabilizes the gut microbiome, induces a shift toward a more proactive response to stress exposure, and promotes stress resilience.
Tiny Earth: A Big Idea for STEM Education and Antibiotic Discovery
mBio · 2021 · 61 citations
- Political Science
- Computer Science
- Sociology
The world faces two seemingly unrelated challenges-a shortfall in the STEM workforce and increasing antibiotic resistance among bacterial pathogens. We address these two challenges with Tiny Earth, an undergraduate research course that excites students about science and creates a pipeline for antibiotic discovery.
A Genomic Toolkit for the Mechanistic Dissection of Intractable Human Gut Bacteria
Cell Host & Microbe · 2020 · 67 citations
- Biology
- Computational biology
- Genetics
Feature-based molecular networking in the GNPS analysis environment
Nature Methods · 2020 · 1496 citations
Senior authorCorresponding- Computer Science
- Computer Science
- Computational biology
Recent grants
NIH · $984k · 2012
NIH · $2.4M · 2016
NSF · $312k · 2017–2020
Unified Computation Tools for Natural Products research
NIH · $7.6M · 2013–2029
NIH · $1.0M · 2015
Frequent coauthors
- 352 shared
Rob Knight
University of California, San Diego
- 279 shared
Daniel Petras
University of California, Riverside
- 247 shared
William H. Gerwick
Scripps Institution of Oceanography
- 233 shared
Louis‐Félix Nothias
Université Côte d'Azur
- 224 shared
Mingxun Wang
University of California, Riverside
- 163 shared
Alexander A. Aksenov
- 161 shared
Alexey V. Melnik
University of Connecticut
- 153 shared
Justin J. J. van der Hooft
University of Johannesburg
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