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Related Concept Videos

Protein Folding01:25

Protein Folding

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Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
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Unsymmetric Bending01:18

Unsymmetric Bending

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Unsymmetrical bending occurs when the bending moment applied to a structural member does not align with its principal axis. This misalignment leads to complex stress distributions and deflection patterns that differ from those in symmetrical bending, and are essential for designing structures to withstand different loading conditions. In unsymmetrical bending, the neutral axis—where stress is zero—does not necessarily align with the geometric axes of the cross-section. The...
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Protein Folding Quality Check in the RER01:29

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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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Unsymmetric Bending - Angle of Neutral Axis01:15

Unsymmetric Bending - Angle of Neutral Axis

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Unsymmetrical bending occurs when a structural member is subjected to bending moments in a plane that does not align with the member's principal axes. This scenario typically arises in beams and other structural components when loads are applied at non-ideal angles, introducing complexities in stress analysis.
When a bending moment is applied at an angle θ concerning the vertical axis of a symmetrical member, it can be resolved into components along the member's principal...
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Woodward–Hoffmann Selection Rules and Microscopic Reversibility01:34

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Electrocyclic reactions, cycloadditions, and sigmatropic rearrangements are concerted pericyclic reactions that proceed via a cyclic transition state. These reactions are stereospecific and regioselective. The stereochemistry of the products depends on the symmetry characteristics of the interacting orbitals and the reaction conditions. Accordingly, pericyclic reactions are classified as either symmetry-allowed or symmetry-forbidden. Woodward and Hoffmann presented the selection criteria for...
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Mechanisms of Membrane-bending01:15

Mechanisms of Membrane-bending

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The living membranes are flexible due to their fluid mosaic nature; however, their bending into different shapes is an active process regulated by specific lipids and proteins. The membrane bending can be transient as seen in vesicles or stable for a long time as in microvilli. Cells regulate the size, location, and duration of the membrane curvature.
Membrane bending can happen due to intrinsic changes in lipid composition or extrinsic association with different proteins. The proteins involved...
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Related Experiment Video

Updated: Jul 31, 2025

How to Measure Cortical Folding from MR Images: a Step-by-Step Tutorial to Compute Local Gyrification Index
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How to Measure Cortical Folding from MR Images: a Step-by-Step Tutorial to Compute Local Gyrification Index

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Folding-unfolding asymmetry and a RetroFold computational algorithm.

Sergey Shityakov1, Ekaterina V Skorb1, Michael Nosonovsky1,2

  • 1Infochemistry Scientific Center (ISC), ITMO University, 9 Lomonosova Street, St. Petersburg 191002, Russia.

Royal Society Open Science
|May 8, 2023
PubMed
Summary

Protein folding is modeled as time-reversed unfolding, enabling faster computational studies. This RetroFold approach simulates protein folding dynamics more efficiently by reversing the faster unfolding process.

Keywords:
RetroFold algorithmTrp-cagefoldingmolecular dynamicsunfolding

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Area of Science:

  • Biophysics
  • Computational Biology
  • Molecular Dynamics

Background:

  • Protein folding and unfolding are complex molecular processes.
  • Unfolding (denaturation) is significantly faster than folding (self-assembly).
  • Traditional folding simulations are computationally intensive.

Purpose of the Study:

  • To propose a novel computational approach for studying protein folding.
  • To investigate the feasibility of modeling folding as time-reversed unfolding.
  • To reduce the computational cost of protein folding simulations.

Main Methods:

  • Treating protein folding as molecular self-assembly and unfolding as disassembly.
  • Applying a mathematical transformation to view self-assembly as time-reversed disassembly.
  • Performing molecular dynamics (MD) simulations of the Trp-cage protein.

Main Results:

  • Protein folding simulations are orders of magnitude slower than unfolding simulations.
  • The Trp-cage protein folds in approximately 800 ns and unfolds in 5.0 ns.
  • The RetroFold approach offers a computationally less expensive method for folding studies.

Conclusions:

  • Protein folding can be effectively studied as the time-reversed process of unfolding.
  • The RetroFold method provides a faster, approximate alternative to traditional folding algorithms.
  • This approach has implications for designing novel, efficient computational algorithms for protein folding.