Computationally guided strategies to modulate enzyme pH profiles for industrial biocatalysis and environmental applications

Muneer Ahmad

doi:10.1016/j.enzmictec.2026.110927

Computationally guided strategies to modulate enzyme pH profiles for industrial biocatalysis and environmental applications

2026-06-22

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M

Muneer Ahmad

M

Muhammad Waleed Iqbal

Muhammad Zohaib Nawaz *

K

Kun Yu

DOI：10.1016/j.enzmictec.2026.110927

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Abstract

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• Comprehensive review of computational strategies for engineering enzyme pH profiles • Electrostatic optimization and stability reinforcement as key design approaches • AI and machine learning enabling predictive design of pH-adapted enzymes • Curated computational toolkit with practical guidance for researchers • Emerging trends in hybrid workflows and self-driving laboratories

Computationally guided strategies to modulate enzyme pH profiles for industrial biocatalysis and environmental applications

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