This project investigated the protein expression pattern in P. polymyxa at different growth stages. The proteomics provided insights into responses of P. polymyxa to isobutanol and revealed a significant metabolic shift caused by alcohol production. These findings were used to evaluate the bottlenecks and further optimize the pathways towards improving product titers.