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Nature

a CAS Framework for Predicting the Synthetic Evolution of Anti-Plastic Enzymes

3 Juni 2025   17:54 Diperbarui: 4 Juni 2025   09:05 930
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(Tabel CAS Variables in Nonlinear Dynamic (Sumber: Pribadi))

4. Synthetic Trajectory Examples

We present here a subset of the simulated mutational trajectory with emphasis on emergent activity:

(Mutational Trajectory (Sumber: Pribadi))
(Mutational Trajectory (Sumber: Pribadi))

Notably, the path from V000 V199 shows:

Gradual destabilization of certain flexible loops balanced by reinforcing core packing

A convergence toward lower G_binding, enhancing substrate attraction

A decrease in folding pathway entropy, indicating more coherent structural transitions

5. Observed Emergence and Divergence

Two interesting evolutionary patterns arose in simulation:

Convergent mutations: Different initial seeds arrived at T140A + S238F combinations, suggesting these are beneficial for substrate accommodation---correlating with known lab-enhanced PETase mutations.

Neutral drift followed by rapid bifurcation: Some trajectories maintained low scores across 40--50 generations, followed by a sudden jump in catalytic potential---indicating latent interaction effects (epistasis), characteristic of CAS phase shifts.

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