Bridging Classical Molecular Dynamics and Quantum Foundations for Comprehensive Protein Structural Analysis
Don Roosan, Rubayat Khan, Tiffany Khou, Saif Nirzhor, Fahmida Hai, Brian Provencher

TL;DR
This paper combines classical molecular dynamics with quantum insights to analyze the structural stability and interactions of key neurodegenerative proteins, aiming to better understand aggregation mechanisms and inform therapies.
Contribution
It introduces an integrated approach that merges classical and quantum methods for comprehensive analysis of protein structures involved in neurodegeneration.
Findings
Identified key conformational changes in APP, Tau, and Alpha-synuclein.
Mapped critical interprotein contact sites influencing aggregation.
Provided insights into potential therapeutic targets for neurodegenerative diseases.
Abstract
The objective of this paper is to investigate the structural stability, dynamic properties, and potential interactions among Amyloid Precursor Protein (APP), Tau, and Alpha-synuclein through a series of molecular dynamics simulations that integrate publicly available structural data, detailed force-field parameters, and comprehensive analytical protocols. By focusing on these three proteins, which are each implicated in various neurodegenerative disorders, the study aims to elucidate how their conformational changes and interprotein contact sites may influence larger biological processes. Through rigorous evaluation of their folding behaviors, energetic interactions, and residue-specific functions, this work contributes to the broader understanding of protein aggregation mechanisms and offers insights that may ultimately guide therapeutic intervention strategies.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsProtein Structure and Dynamics · Various Chemistry Research Topics
