bioRxivMicrobiologyPreprint
A whole organism screening platform identifies gut microbiome microproteins that modulate host metabolism
Nina E. Short, Eleanor C. WarreniD, Imani E. PorteriD, Yishay PintoiD, Javier Rodriguez, Karen S. SarkisyaniD, Ami Siddharth BhattiD, André EX BrowniD, David T. RiglariD
Abstract
Advances in metagenomic sequencing over the past two decades have identified vast numbers of previously uncharacterised small open reading frames that may encode microproteins (<50aa). Although computational tools have accelerated gene sequence prediction from metagenomic data, the function of most annotated proteins remains unknown and untested, especially in the context of host-microbiome interactions. Here, we present a scalable phenotypic screening pipeline to identify gut microbiome-derived proteins that modulate host function. Using the nematode worm Caenorhabditis elegans as a whole animal model that is amenable to systematic screening approaches, our pipeline integrates high-throughput cloning, expression and delivery to worms via feeding, followed by behavioural phenomics screening. We apply this approach to a pilot library of 126 uncharacterised microproteins (< 50 aa) from healthy human gut metagenomes, identifying a set of high-interest targets with potential activity and ultimately validating a microprotein that modulates host fatty acid metabolism when expressed. With protein-based therapies increasingly recognised as a promising alternative to traditional small molecules, this work highlights the potential of a target-agnostic approach for the systematic screening and discovery of novel bioactive proteins.
- organism: C. elegans
- assay: metagenomics
- research focus: drug response / drug discovery
- approach: experimental assay
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A metabolomics pipeline enables mechanistic interrogation of the gut microbiome
S. Han, W. Van Treuren, … J. L. Sonnenburg·bioRxiv·May 25, 2021
- Lineage-specific microbial protein prediction enables large-scale exploration of protein ecology within the human gut
Matthias A. Schmitz, Nicholas J Dimonaco, … Thomas C. A. Hitch·Nature CommunicationsPeer-reviewed·Apr 3, 2025
- MetaLab 2.0 enables accurate post-translational modifications profiling in metaproteomics
Kai Cheng, Zhibin Ning, … Daniel Figeys·Journal of the American Society for Mass SpectrometryPeer-reviewed·May 12, 2020
- Metaproteomics as a tool for studying the protein landscape of human-gut bacterial species
Moses H. Stamboulian, Jamie Canderan, Yuzhen Ye·PLoS Computational BiologyPeer-reviewed·Mar 18, 2022
- Pairing Metagenomics and Metaproteomics to Characterize Ecological Niches and Metabolic Essentiality of gut microbiomes
- MicrobioLink: An integrated computational pipeline to infer functional effects of microbiome-host interactions
Tahila Andrighetti, Balázs Bohár, … Tamas Douglas Korcsmaros·CellsPeer-reviewed·May 21, 2020