Computational Biology

Computational Biology

– Daniel Machado

Four illustrations of computational biology

Research activity

In brief, our lab uses computers to study biology. We are particularly interested in unlocking the potential of microbes to address multiple societal challenges.

Main research topics

  • Explore the functional potential of microbes across diverse ecosystems in terms of genetic and biochemical diversity.
  • Understand the role of metabolic interactions in the organization of complex microbial communities.
  • Predict the response of metabolic regulation mechanisms to genetic and environmental perturbations.
  • Design synthetic microbial consortia for sustainable biotechnological applications.

Genome-scale metabolic models are one of the core components of our research. We use these models to study microbial metabolism and integrate multi-omics datasets that are generated in close collaboration with our wet-lab colleagues. 

Projects

  • Cell4Chem - Engineering microbial communities for the conversion of lignocellulose into medium-chain carboxylates (ERA CoBioTech)