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http://repository.iiitd.edu.in/xmlui/handle/123456789/1940| Title: | Benchmarking fold recovery: implicit-solvent atomistic & coarse grained simulations of two vs non two state proteins |
| Authors: | Das, Mimansha Murugan, N. Arul (Advisor) |
| Keywords: | Simulations State Protein |
| Issue Date: | Aug-2025 |
| Publisher: | IIIT-Delhi |
| Abstract: | Protein folding is a fundamental biological process through which a polypeptide adopts its functional three-dimensional structure. In this study, we systematically investigated the structural response of proteins to thermal denaturation using both atomistic and coarse-grained (CG) molecular dynamics simulations. A curated set of 138 proteins from the PFDB (89 two-state and 49 non-two-state folders) was subjected to a heat–quench protocol (300 K → 1000 K → 300 K) in implicit solvent. Structural recovery was assessed through RMSD and radius of gyration (Rg) calculations after Kabsch superimposition, alongside MM/PBSA energy evaluations. Post-quench alignment revealed distinct behaviors: two-state proteins consistently showed lower RMSD, greater compaction (ΔRg < 0), and higher native contact retention than non-two-state proteins. Furthermore, a significant inverse correlation was observed between log10(kf) and final RMSD in the two-state subset, linking folding rate to structural resilience. Results from CG simulations mirrored these trends, validating their utility for rapid, cost-effective screening. These findings underscore the importance of structural alignment in post-simulation analysis and highlight heat–quench recovery as a powerful proxy for foldability. The combined pipeline offers a scalable framework for evaluating folding kinetics and native-state robustness across protein families. |
| URI: | http://repository.iiitd.edu.in/xmlui/handle/123456789/1940 |
| Appears in Collections: | Year-2025 |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Mimansha Das.pdf | 5.14 MB | Adobe PDF | View/Open |
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