A computational approach to targeted amino acid mutagenesis for enhancing enzyme efficiency through improved enzyme-substrate dynamics and thermostability

Advancements in computational protein engineering have enabled the precise optimisation of enzyme stability and catalytic efficiency. This study employs site-directed amino acid-specific mutagenesis to enhance protein-ligand binding affinity while preserving structural integrity. Molecular docking analysis showed significant binding free energy (ΔG) improvements, with 1FCE_Thr226Leu_Cellulose (-7.2160 kcal/mol → -8.1532 kcal/mol, + 13.0%), 1FCE_Pro174Ala_AVICEL (-7.2160 kcal/mol → -8.8992 kcal/mol, + 23.3%), and 1AVA_Asp126Arg_Starch (-5.2035 kcal/mol → -7.5767 kcal/mol, + 45.6%). Ramachandran plot analysis confirmed minimal deviations (≤ 0.6%) in structural stability. RMSF analysis indicated increased flexibility at key residues, with peak shifts of 0.2–0.5 Å, supporting enhanced adaptability. Molecular Dynamics Simulations (MDS) verified stability, with wild-type 1FCE stabilising at 0.25 nm RMSD and mutants at 0.26 nm. Thermodynamic analysis showed Tm variations within ± 1.3 °C, ensuring mutation resilience (1FCE: 74.7 °C → 75.1 °C, 1AVA: 67.9 °C → 67.8 °C, 6M4K: 62.4 °C → 62.1 °C). pH-dependent aggregation analysis confirmed broader enzyme stability across pH 5.0–8.5, enhancing industrial applicability. Integrating MEME, SWOTein, SIAS Analysis, CABS-Flex 2.0, and WebGRO, this study offers a comprehensive approach to enzyme optimisation. The results demonstrate that computational mutagenesis significantly improves enzyme efficiency, making this a promising strategy for industrial biocatalysts in biotechnology, pharmaceuticals, and biofuels.

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Publication Details

Journal
Discover Chemistry.
Published
2025-11-03
DOI
https://doi.org/10.1007/s44371-025-00349-y
Citations
2
Primary Topic
Enzyme Catalysis and Immobilization
Type
article
Field-Weighted Citation Impact
1.61

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article

A computational approach to targeted amino acid mutagenesis for enhancing enzyme efficiency through improved enzyme-substrate dynamics and thermostability

Somnath Das, Naibedya Chattopadhyay, Priyanka Talukdar, S. N. MUKHERJEE et al.
2 citations
Discover Chemistry.
Enzyme Catalysis and Immobilization
1.61
article

A computational approach to targeted amino acid mutagenesis for enhancing enzyme efficiency through improved enzyme-substrate dynamics and thermostability

Somnath Das, Naibedya Chattopadhyay, Priyanka Talukdar, S. N. MUKHERJEE, A. R. GHOSH, Sneha Sarkar, Indrakshi Dey, Sharda Sambhakar, Anuraj Kar, Suryasarathi Kumar, Chhanda Dutta, Bornali Dutta, Nirupam Roy Choudhury
article en
2 citations

Abstract

Advancements in computational protein engineering have enabled the precise optimisation of enzyme stability and catalytic efficiency. This study employs site-directed amino acid-specific mutagenesis to enhance protein-ligand binding affinity while preserving structural integrity. Molecular docking analysis showed significant binding free energy (ΔG) improvements, with 1FCE_Thr226Leu_Cellulose (-7.2160 kcal/mol → -8.1532 kcal/mol, + 13.0%), 1FCE_Pro174Ala_AVICEL (-7.2160 kcal/mol → -8.8992 kcal/mol, + 23.3%), and 1AVA_Asp126Arg_Starch (-5.2035 kcal/mol → -7.5767 kcal/mol, + 45.6%). Ramachandran plot analysis confirmed minimal deviations (≤ 0.6%) in structural stability. RMSF analysis indicated increased flexibility at key residues, with peak shifts of 0.2–0.5 Å, supporting enhanced adaptability. Molecular Dynamics Simulations (MDS) verified stability, with wild-type 1FCE stabilising at 0.25 nm RMSD and mutants at 0.26 nm. Thermodynamic analysis showed Tm variations within ± 1.3 °C, ensuring mutation resilience (1FCE: 74.7 °C → 75.1 °C, 1AVA: 67.9 °C → 67.8 °C, 6M4K: 62.4 °C → 62.1 °C). pH-dependent aggregation analysis confirmed broader enzyme stability across pH 5.0–8.5, enhancing industrial applicability. Integrating MEME, SWOTein, SIAS Analysis, CABS-Flex 2.0, and WebGRO, this study offers a comprehensive approach to enzyme optimisation. The results demonstrate that computational mutagenesis significantly improves enzyme efficiency, making this a promising strategy for industrial biocatalysts in biotechnology, pharmaceuticals, and biofuels.

Discover Chemistry.Vol. 2(1)
Ramakrishna Mission Vidyamandira (IN), Ramakrishna Mission Vivekananda Educational and Research Institute (IN), Institute of Neurosciences Kolkata (IN), Infinity (United States) (US), National Institute of Pharmaceutical Education and Research (IN), KIIT University (IN), Dr. Hari Singh Gour University (IN), Maulana Abul Kalam Azad University of Technology, West Bengal (IN)
Massey University, RWTH Aachen University
Openalex Percentile: Top 14%
Enzyme Catalysis and Immobilization
1.61
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