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.
Authors
- Somnath Das (ORCID: https://orcid.org/0000-0003-0515-8766)
- Naibedya Chattopadhyay (ORCID: https://orcid.org/0000-0003-2473-0246)
- Priyanka Talukdar
- S. N. MUKHERJEE
- A. R. GHOSH
- Sneha Sarkar
- Indrakshi Dey (ORCID: https://orcid.org/0000-0001-9669-6417)
- Sharda Sambhakar (ORCID: https://orcid.org/0000-0002-8861-0713)
- Anuraj Kar
- Suryasarathi Kumar (ORCID: https://orcid.org/0000-0002-8648-8435)
- Chhanda Dutta
- Bornali Dutta
- Nirupam Roy Choudhury
Institutions
- 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)
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
Funders
- Massey University
- RWTH Aachen University