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Dynamic Gene Expression Mitigates Mutational Escape in Lysis-Driven Bacteria Cancer Therapy
Filippo Liguori1,2, Nicola Pellicciotta3,1, Edoardo Milanetti1,2
1Department of Physics, Sapienza University of Rome, Rome, Italy.
Biodesign Research
|September 20, 2024
Summary
Engineered bacteria can deliver cancer therapies, but mutations can limit their effectiveness. Dynamic gene expression strategies, like repeated PFO induction, help maintain therapeutic bacteria populations for sustained treatment.
Area of Science:
- Synthetic biology
- Microbiology
- Biotechnology
Background:
- Engineered bacteria offer precise tumor-targeted drug delivery.
- Optimizing bacterial colonization and sustained payload release remains challenging.
Purpose of the Study:
- Characterize engineered *Escherichia coli* expressing Perfringolysin O (PFO) for cancer therapy.
- Investigate dynamic strategies to overcome mutational escape and enhance therapeutic efficacy.
Main Methods:
- Experimental characterization of PFO expression and bacterial lysis.
- Genomic sequencing to identify mutations conferring resistance.
- Mathematical modeling to analyze population dynamics.
- Molecular dynamics simulations to confirm mutation effects.
Main Results:
- PFO expression induces bacterial lysis for payload release but also drives mutant selection.
- Mutations were identified that inhibit PFO-mediated lysis, leading to reduced therapeutic efficacy.
- Mathematical models revealed trade-offs between therapeutic load and mutant fraction.
- Dynamic gene expression strategies mitigate mutational escape, preserving therapeutic bacteria.
Conclusions:
- Dynamic modulation of gene expression is crucial for overcoming limitations in engineered bacteria for therapeutics.
- Repeated, short inductions of therapeutic genes can enhance durability and efficacy.
- This approach addresses mutant takeovers, improving the potential of bacteria in cancer treatment.
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