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Modified Non-Boltzmann Monte Carlo Simulations to Study Protein Folding/Unfolding

Implementing Organization

Indian Institute of Technology (IIT)
Principal Investigator
Dr. Mithun Radhakrishna
Department of Biological Engineering & Physics, Indian Institute of Technology (IIT) Gandhinagar, Gujarat

Project Overview

Understanding folding/unfolding dynamics of peptides/proteins is extremely crucial for applications in drug delivery, bio-sensing and also to understand mechanism of protein folding and aggregation. However, simulating such dynamics is extremely challenging due to the long time scales of folding and/or presence of large free energy barriers. Metropolis Monte Carlo (MC) simulations with various biasing techniques have been traditionally used to overcome these free energy barriers. However, at temperatures near folding, the Boltzmann acceptance probability becomes negligible. Consequently, sampling of low energy folded states of the protein is very difficult resulting in inaccurate estimation of free energies and the equilibrium of the system. In the current proposal, we propose to modify an existing non-Boltzmann technique known as Wang-Landau sampling to understand the dynamics and to quantify the free energy barriers for protein folding/unfolding.
Funding Organization
Funding Organization
Science and Engineering Research Board (SERB), New Delhi
Anusandhan National Research Foundation (ANRF)
Quick Information
Area of Research
Life Sciences & Biotechnology
Start Year
2023
End Year
2026
Sanction Amount
₹ 6.60 L
Status
Ongoing
Output
No. of Research Paper
00
Technologies (If Any)
00
No. of PhD Produced
N/A
Startup (If Any)
00
No. of Patents
Filed :01
Grant :00
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