A method for increasing production of a first molecule of interest (MOI) in a recipient bacterium, comprising introducing a transmissible element into the recipient bacterium, wherein the transmissible element comprises:
- A) at least one nucleic acid that is exogenous to the recipient bacterium for the production of a first molecule of interest (MOI) in the recipient bacterium;
- and
- B) a Pathway Modulation System (PMS) which encodes a nucleic acid modifier to modulate a target endogenous nucleic acid or protein for the production, consumption, or degradation of the first MOI in the recipient bacterium, wherein the nucleic acid modifier comprises:
- i) a base editor;
- ii) a prime editor;
- iii) an RNAi system;
- iv) a CRISPRi system;
- or
- v) a nuclease,
- wherein the transmissible element comprises a conjugative plasmid, phage or phagemid.