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Updated: Feb 15, 2026

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Docking, thermodynamics and molecular dynamics (MD) studies of a non-canonical protease inhibitor, MP-4, from Mucuna
Ashish Kumar1,2, Harmeet Kaur1,3, Abha Jain1
1Regional Centre for Biotechnology, NCR Biotech Science Cluster, 3rd Milestone, Faridabad-Gurgaon Expressway, Faridabad, 121001, India.
Abstract:
Sequence and structural homology suggests that MP-4 protein from Mucuna pruriens belongs to Kunitz-type protease inhibitor family. However, biochemical assays showed that this protein is a poor inhibitor of trypsin. To understand the basis of observed poor inhibition, thermodynamics and molecular dynamics (MD) simulation studies on binding of MP-4 to trypsin were carried out. Molecular dynamics simulations revealed that temperature influences the spectrum of conformations adopted by the loop regions in the MP-4 structure. At an optimal temperature, MP-4 achieves maximal binding while above and below the optimum temperature, its functional activity is hampered due to unfavourable flexibility and relative rigidity, respectively. The low activity at normal temperature is due to the widening of the conformational spectrum of the Reactive Site Loop (RSL) that reduces the probability of formation of stabilizing contacts with trypsin. The unique sequence of the RSL enhances flexibility at ambient temperature and thus reduces its ability to inhibit trypsin. This study shows that temperature influences the function of a protein through modulation in the structure of functional domain of the protein. Modulation of function through appearance of new sequences that are more sensitive to temperature may be a general strategy for evolution of new proteins.
Insights
Temperature affects MP-4 protein's ability to inhibit trypsin by altering its structure. Optimal temperatures enhance binding, while deviations cause reduced function due to flexibility or rigidity changes in the Reactive Site Loop.
Area of Science:
- Biochemistry
- Structural Biology
- Protein Dynamics
Background:
- MP-4 protein from Mucuna pruriens shares homology with Kunitz-type protease inhibitors.
- Biochemical assays indicate MP-4 is a weak inhibitor of trypsin, necessitating further investigation.
Purpose of the Study:
- To elucidate the thermodynamic and molecular dynamics basis for MP-4's poor trypsin inhibition.
- To understand how temperature influences MP-4's conformational dynamics and binding affinity.
Main Methods:
- Thermodynamic studies were employed to assess MP-4-trypsin interactions.
- Molecular dynamics (MD) simulations were utilized to analyze protein conformational changes at varying temperatures.
Main Results:
- Temperature significantly impacts the conformational spectrum of MP-4's loop regions, particularly the Reactive Site Loop (RSL).
- Suboptimal temperatures lead to either excessive flexibility or rigidity of the RSL, hindering stable contacts with trypsin.
- The unique RSL sequence contributes to increased flexibility at ambient temperatures, reducing inhibitory activity.
Conclusions:
- Protein function is modulated by temperature through structural changes in functional domains.
- Temperature-sensitive sequence variations may represent an evolutionary strategy for developing new protein functions.
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