bioRxivBiophysicsPreprint
Proteins containing 6-crossing knot types andtheir folding pathways
M. Sikora, E. Flapan, H. Wong, P. Rubach, W. Garstka, S. Niewieczerzal, E. J. Rawdon, J. I. Sulkowska
Abstract
Studying complex protein knots can provide new insights into potential knot folding mechanisms and other fundamental aspects of why and how proteins knot. This paper presents results of a systematic analysis of the 3D structure of proteins with 6-crossings knots predicted by the artificial intelligence program AlphaFold 2. Furthermore, using a coarse-grained native based model, we found that three representative proteins can self tie to a 63 knot, the most complex knot found in a protein thus far. Because it is not a twist knot, the 63 knot cannot be folded via a simple mechanism involving the threading of a single loop. Based on successful trajectories for each protein, we determined that the 63 knot is formed after folding a significant part of the protein backbone to the native conformation. Moreover, we found that there are two distinct knotting mechanisms, which are described here. Also, building on a loop flipping theory developed earlier, we present two new theories of protein folding involving the creation and threading of two loops, and explain how our theories can describe the successful folding trajectories for each of the three representative 63-knotted proteins.
- assay: protein structure
- research focus: protein folding & dynamics
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- New 63 knot and other knots in human proteome from AlphaFold predictions
Agata P. Perlinska, Wanda H. Niemyska, … Joanna Ida Sulkowska·bioRxiv·Dec 30, 2021
- Knot or Not? Sequence-Based Identification of Knotted Proteins With Machine Learning
Maciej Sikora, Eva Klimentová, … Joanna Ida Sulkowska·Protein SciencePeer-reviewed·Jun 18, 2024
- Universe of Lasso Proteins: Exploring the limit of entanglement and folding landscape of proteins predicted by AlphaFold
Fernando Bruno da Silva, Agata P. Perlinska, … Joanna Ida Sulkowska·bioRxiv·Mar 21, 2025
- A specific set of heterogeneous native interactions yields efficient knotting in protein folding
J. Especial, P. F. Faisca·bioRxiv·May 19, 2021
- Effects of sequence-dependent non-native interactions in equilibrium and kinetic folding properties of knotted proteins
P. F. Faisca, J. N. Especial·bioRxiv·Jun 6, 2023
- How to fold intricately: using theory and experiments to unravel the properties of knotted proteins
S. E. Jackson, A. Suma, C. Micheletti·bioRxiv·Oct 21, 2016