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ER is the primary site for the maturation and folding of soluble and transmembrane secretory proteins. The calnexin cycle is a specific chaperone system that folds and assesses the confirmation of N-glycosylated proteins before they can exit the ER lumen. The primary players of this quality check pipeline are the lectins, ER-resident chaperones, and a glucosyl transferase enzyme. In case the calnexin system in the lumen fails to salvage a misfolded protein, it is transported to the cytoplasm...
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Updated: Nov 27, 2025

Assessment of Immunologically Relevant Dynamic Tertiary Structural Features of the HIV-1 V3 Loop Crown R2 Sequence by ab initio Folding
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PolyFold: An interactive visual simulator for distance-based protein folding.

Andrew J McGehee1, Sutanu Bhattacharya1, Rahmatullah Roche1

  • 1Department of Computer Science and Software Engineering, Auburn University, Auburn, AL, United States of America.

Plos One
|December 3, 2020
PubMed
Summary
This summary is machine-generated.

PolyFold is a new interactive simulator that visualizes protein folding based on distance matrices. This tool makes complex protein structure prediction accessible for citizen science, enhancing understanding of molecular dynamics.

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Area of Science:

  • Computational Biology
  • Structural Biology
  • Bioinformatics

Background:

  • Recent advances in distance-based methods have significantly improved protein structure prediction accuracy.
  • Existing molecular visualizers lack dynamic, distance-based simulation capabilities for protein folding.
  • A gap exists in tools that visualize the dynamic process of protein folding from distance information.

Purpose of the Study:

  • To introduce PolyFold, an interactive visual simulator for the distance-based protein folding process.
  • To provide a system that dynamically captures and renders protein folding in real-time.
  • To enable intuitive visualization of spatial conformations derived from distance matrices.

Main Methods:

  • PolyFold integrates stochastic optimization algorithms with interactive manipulation.
  • It renders distance matrices and compatible spatial conformations dynamically.
  • The system is designed for intuitive, real-time simulation on personal computers.

Main Results:

  • PolyFold successfully simulates the dynamic, distance-based protein folding process.
  • The simulator provides real-time rendering of folding dynamics and spatial conformations.
  • It offers an accessible platform for visualizing complex protein folding.

Conclusions:

  • PolyFold addresses the lack of dynamic, distance-based visualization tools in protein structure prediction.
  • The simulator enhances accessibility to protein folding simulation for research and citizen science.
  • PolyFold facilitates a deeper understanding of protein structure determination through interactive visualization.