Integrated culturing, modeling and transcriptomics uncovers complex interactions and emergent behavior in a three-species synthetic gut community
Kevin D'hoe,
Stefan Vet,
Karoline Faust,
Frédéric Moens,
Gwen Falony,
Didier Gonze,
Verónica Lloréns-Rico,
Lendert Gelens,
Jan Danckaert,
Luc De Vuyst,
Jeroen Raes
Affiliations
Kevin D'hoe
Laboratory of Molecular Bacteriology, KU Leuven Department of Microbiology and Immunology, Rega Institute, Leuven, Belgium; Jeroen Raes Lab, VIB-KU Leuven Center for Microbiology, Leuven, Belgium; Research Group of Microbiology, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium; Research Group of Industrial Microbiology and Food Biotechnology, Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
Applied Physics Research Group, Vrije Universiteit Brussel, Brussels, Belgium; Unité de Chronobiologie Théorique, Université Libre de Bruxelles, Brussels, Belgium; Interuniversity Institute of Bioinformatics in Brussels, Brussels, Belgium
Laboratory of Molecular Bacteriology, KU Leuven Department of Microbiology and Immunology, Rega Institute, Leuven, Belgium
Frédéric Moens
Research Group of Industrial Microbiology and Food Biotechnology, Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
Gwen Falony
Laboratory of Molecular Bacteriology, KU Leuven Department of Microbiology and Immunology, Rega Institute, Leuven, Belgium; Jeroen Raes Lab, VIB-KU Leuven Center for Microbiology, Leuven, Belgium
Unité de Chronobiologie Théorique, Université Libre de Bruxelles, Brussels, Belgium; Interuniversity Institute of Bioinformatics in Brussels, Brussels, Belgium
Laboratory of Molecular Bacteriology, KU Leuven Department of Microbiology and Immunology, Rega Institute, Leuven, Belgium; Jeroen Raes Lab, VIB-KU Leuven Center for Microbiology, Leuven, Belgium
Laboratory of Dynamics in Biological Systems, KU Leuven, Leuven, Belgium
Jan Danckaert
Applied Physics Research Group, Vrije Universiteit Brussel, Brussels, Belgium
Luc De Vuyst
Research Group of Industrial Microbiology and Food Biotechnology, Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
Jeroen Raes
Laboratory of Molecular Bacteriology, KU Leuven Department of Microbiology and Immunology, Rega Institute, Leuven, Belgium; Jeroen Raes Lab, VIB-KU Leuven Center for Microbiology, Leuven, Belgium; Research Group of Microbiology, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
The composition of the human gut microbiome is well resolved, but predictive understanding of its dynamics is still lacking. Here, we followed a bottom-up strategy to explore human gut community dynamics: we established a synthetic community composed of three representative human gut isolates (Roseburia intestinalis L1-82, Faecalibacterium prausnitzii A2-165 and Blautia hydrogenotrophica S5a33) and explored their interactions under well-controlled conditions in vitro. Systematic mono- and pair-wise fermentation experiments confirmed competition for fructose and cross-feeding of formate. We quantified with a mechanistic model how well tri-culture dynamics was predicted from mono-culture data. With the model as reference, we demonstrated that strains grown in co-culture behaved differently than those in mono-culture and confirmed their altered behavior at the transcriptional level. In addition, we showed with replicate tri-cultures and simulations that dominance in tri-culture sensitively depends on the initial conditions. Our work has important implications for gut microbial community modeling as well as for ecological interaction detection from batch cultures.