ArticleProceedings of the National Academy of Sciences of the United States of America2015
Sequence, structure, and cooperativity in folding of elementary protein structural motifs.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Accurate prediction of protein folding mechanisms by simple structure-based statistical mechanical models.Nature communications · 2023Article
- Einstein Model of a Graph to Characterize Protein Folded/Unfolded States.Molecules (Basel, Switzerland) · 2023Article
- Rational peptide design for regulating liquid-liquid phase separation on the basis of residue-residue contact energy.Scientific reports · 2022Article
- The Wako-Saitô-Muñoz-Eaton Model for Predicting Protein Folding and Dynamics.Molecules (Basel, Switzerland) · 2022Review
- A modified Ising model of Barabási-Albert network with gene-type spins.Journal of mathematical biology · 2020Article
- Heterogeneity in the Folding of Villin Headpiece Subdomain HP36.The journal of physical chemistry. B · 2018Article
- PyFolding: Open-Source Graphing, Simulation, and Analysis of the Biophysical Properties of Proteins.Biophysical journal · 2018Article
- When fast is better: protein folding fundamentals and mechanisms from ultrafast approaches.The Biochemical journal · 2016Review
- Infrared and Fluorescence Assessment of Protein Dynamics: From Folding to Function.The journal of physical chemistry. B · 2016Article
- Dissecting the roles of local packing density and longer-range effects in protein sequence evolution.Proteins · 2016Article
- Ising Model Reprogramming of a Repeat Protein's Equilibrium Unfolding Pathway.Journal of molecular biology · 2016Article
- Observation of α-Helical Hydrogen-Bond Cooperativity in an Intact Protein.Journal of the American Chemical Society · 2016Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Residue-level unfolding of two helix-turn-helix proteins--one naturally occurring and one de novo designed--is reconstructed from multiple sets of site-specific (13)C isotopically edited infrared (IR) and circular dichroism (CD) data using Ising-like statistical-mechanical models. Several model variants are parameterized to test the importance of sequence-specific interactions (approximated by Miyazawa-Jernigan statistical potentials), local structural flexibility (derived from the ensemble of NMR structures), interhelical hydrogen bonds, and native contacts separated by intervening disordered regions (through the Wako-Saitô-Muñoz-Eaton scheme, which disallows such configurations). The models are optimized by directly simulating experimental observables: CD ellipticity at 222 nm for model proteins and their fragments and (13)C-amide I' bands for multiple isotopologues of each protein. We find that data can be quantitatively reproduced by the model that allows two interacting segments flanking a disordered loop (double sequence approximation) and incorporates flexibility in the native contact maps, but neither sequence-specific interactions nor hydrogen bonds are required. The near-identical free energy profiles as a function of the global order parameter are consistent with expected similar folding kinetics for nearly identical structures. However, the predicted folding mechanism for the two motifs is different, reflecting the order of local stability. We introduce free energy profiles for "experimental" reaction coordinates--namely, the degree of local folding as sensed by site-specific (13)C-edited IR, which highlight folding heterogeneity and contrast its overall, average description with the detailed, local picture.
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