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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   09:05 932
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((CAS Variables in Graph-theoretic Interpretation (Sumber: Pribadi))

A. Loop Flexibility Enhancement

Several synthetic PETase lineages exhibited the spontaneous emergence of glycine-rich loops adjacent to the active site. These loops increased local flexibility, potentially facilitating:

Improved binding pocket accommodation

Enhanced substrate turnover

Reduced activation energy for hydrolysis

B. Allosteric Relay Formation

Another observed motif was the formation of long-range hydrogen bond relays between distal residues and the active site---an emergent allosteric control mechanism that modulated catalytic dynamics.

This suggests that our model captured non-local optimization, where distal mutations indirectly increased function---a feature rarely discovered through linear or site-specific mutagenesis.

C. -Sheet Rewiring and Barrel Formation

In some high-fitness branches, mutations led to the fusion of -strands, resulting in partial barrel-like motifs not seen in the original PETase structure. These barrels contributed to enhanced thermal stability and resistance to denaturation, essential traits for industrial biocatalysts operating in variable environments.

3. Evolutionary Cycles as Phase Transitions

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