bioRxivMicrobiologyPreprint
A rational approach for the targeted discovery and characterisation of microbiome-derived therapeutics
Lutz KrauseiD, Joel A. BoydiD, Charlotte Vivian, Annika KruegeriD, Jeimy Johana Jimenez Loayza, Johanna K. Ljungberg, Joyce ZhouiD, Andrea Rabellino, Bozica Nyeverecz, Michael D. NisseniD, Kaylyn D. TousignantiD, Mareike BongersiD, Martha M. Cooper, Donovan H. ParksiD, Areej S. Alsheikh-HussainiD, Patricia Vera-Wolf, Mitchell J. SullivaniD, Rhys Newell, Kelly‐Anne MastermaniD, Peter Ll. Evans, Liang Fang, Samantha MacDonald, Maria S. ChuvochinaiD, Darrell C. Bessette, Kate Zimmermann, , Páraic Ó CuíviD
Abstract
The human gut microbiome is intrinsically involved in health and disease, representing a wealth of untapped therapeutic potential. Here, we demonstrate the utility and potential of a metagenome guided, large cohort-based approach for the rational selection of live biotherapeutics from the human gut. We applied this approach to Inflammatory Bowel Disease (IBD), identifying several lead candidates that were significantly depleted in individuals with IBD compared to healthy controls. Their therapeutic potential was assessed in preclinical models of IBD where they improved markers of disease pathology by reducing inflammation and promoting mucosal healing and wound repair. All leads had excellent safety profiles in silico and in vitro, and several additionally presented favourable manufacturing properties, supporting their progression into clinical trials. We believe that this rational approach will be generalisable to any disease state with underlying microbiome aetiology and will expedite the development of novel microbiome-derived therapeutics to improve human health.
- organism: human
- assay: metagenomics
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
- Citations
- 2
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