Abstract
Metabolic coupling of product synthesis and microbial growth is a prominent approach for maximizing production performance. Growth-coupling (GC) also helps stabilizing target production and allows the selection of superior production strains by adaptive laboratory evolution. We have developed the computational tool gcOpt, which identifies knockout strategies leading to the best possible GC by maximizing the minimally guaranteed product yield. gcOpt implicitly favors solutions resulting in strict coupling of product synthesis to growth and metabolic activity while avoiding solutions inferring weak, conditional coupling.
GC intervention strategies identified by gcOpt were examined for GC generating principles under diverse conditions. Curtailing the metabolism to render product formation an essential carbon drain was identified as one major strategy generating strong coupling of metabolic activity and target synthesis. Impeding the balancing of cofactors and protons in the absence of target production was the underlying principle of all other strategies and further increased the GC strength of the aforementioned strategies. Thus, generating a dependency between supply of global metabolic cofactors and product synthesis appears to be advantageous in enforcing strong GC.
- ATP
- Adenosine triphosphate
- ATPM
- ATP maintenance requirements reaction
- ATPcsc
- Carbon specific ATP synthesis capability
- ATPsc
- ATP synthesis capability
- CoA
- Coenzyme A
- EM
- Elementary mode
- EMA
- Elementary modes analysis
- FBA
- Flux balance analysis
- GC
- Growth-coupling
- GCS
- Growth-coupling strength
- H+
- Proton
- hGC
- Holistic growth-coupling
- MCS
- Minimal cut sets
- MILP
- Mixed integer linear program
- NAD+
- Nicotinamide adenine dinucleotide (oxidized)
- NADH
- Nicotinamide adenine dinucleotide (reduced)
- NADP+
- Nicotinamide adenine dinucleotide phosphate (oxidized)
- NADPH
- Nicotinamide adenine dinucleotide phosphate (reduced)
- NGAM
- Non-growth associated maintenance
- Pi
- Phosphate molecule
- PPP
- Pentose phosphate pathway
- sGC
- Strong growth-coupling
- wGC
- Weak growth-coupling