Cargando…
Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction
Fast kinetic experiments with dramatically improved time resolution have contributed significantly to understanding the fundamental processes in protein folding pathways involving the formation of a-helices and b-hairpin, contact formation, and overall collapse of the peptide chain. Interpretation o...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471320/ https://www.ncbi.nlm.nih.gov/pubmed/34572564 http://dx.doi.org/10.3390/biom11091351 |
_version_ | 1784574434461351936 |
---|---|
author | Jas, Gouri S. Childs, Ed W. Middaugh, C. Russell Kuczera, Krzysztof |
author_facet | Jas, Gouri S. Childs, Ed W. Middaugh, C. Russell Kuczera, Krzysztof |
author_sort | Jas, Gouri S. |
collection | PubMed |
description | Fast kinetic experiments with dramatically improved time resolution have contributed significantly to understanding the fundamental processes in protein folding pathways involving the formation of a-helices and b-hairpin, contact formation, and overall collapse of the peptide chain. Interpretation of experimental results through application of a simple statistical mechanical model was key to this understanding. Atomistic description of all events observed in the experimental findings was challenging. Recent advancements in theory, more sophisticated algorithms, and a true long-term trajectory made way for an atomically detailed description of kinetics, examining folding pathways, validating experimental results, and reporting new findings for a wide range of molecular processes in biophysical chemistry. This review describes how optimum dimensionality reduction theory can construct a simplified coarse-grained model with low dimensionality involving a kinetic matrix that captures novel insights into folding pathways. A set of metastable states derived from molecular dynamics analysis generate an optimally reduced dimensionality rate matrix following transition pathway analysis. Analysis of the actual long-term simulation trajectory extracts a relaxation time directly comparable to the experimental results and confirms the validity of the combined approach. The application of the theory is discussed and illustrated using several examples of helix <==> coil transition pathways. This paper focuses primarily on a combined approach of time-resolved experiments and long-term molecular dynamics simulation from our ongoing work. |
format | Online Article Text |
id | pubmed-8471320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84713202021-09-27 Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction Jas, Gouri S. Childs, Ed W. Middaugh, C. Russell Kuczera, Krzysztof Biomolecules Review Fast kinetic experiments with dramatically improved time resolution have contributed significantly to understanding the fundamental processes in protein folding pathways involving the formation of a-helices and b-hairpin, contact formation, and overall collapse of the peptide chain. Interpretation of experimental results through application of a simple statistical mechanical model was key to this understanding. Atomistic description of all events observed in the experimental findings was challenging. Recent advancements in theory, more sophisticated algorithms, and a true long-term trajectory made way for an atomically detailed description of kinetics, examining folding pathways, validating experimental results, and reporting new findings for a wide range of molecular processes in biophysical chemistry. This review describes how optimum dimensionality reduction theory can construct a simplified coarse-grained model with low dimensionality involving a kinetic matrix that captures novel insights into folding pathways. A set of metastable states derived from molecular dynamics analysis generate an optimally reduced dimensionality rate matrix following transition pathway analysis. Analysis of the actual long-term simulation trajectory extracts a relaxation time directly comparable to the experimental results and confirms the validity of the combined approach. The application of the theory is discussed and illustrated using several examples of helix <==> coil transition pathways. This paper focuses primarily on a combined approach of time-resolved experiments and long-term molecular dynamics simulation from our ongoing work. MDPI 2021-09-12 /pmc/articles/PMC8471320/ /pubmed/34572564 http://dx.doi.org/10.3390/biom11091351 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Jas, Gouri S. Childs, Ed W. Middaugh, C. Russell Kuczera, Krzysztof Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title | Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title_full | Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title_fullStr | Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title_full_unstemmed | Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title_short | Dissecting Multiple Pathways in the Relaxation Dynamics of Helix <==> Coil Transitions with Optimum Dimensionality Reduction |
title_sort | dissecting multiple pathways in the relaxation dynamics of helix <==> coil transitions with optimum dimensionality reduction |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471320/ https://www.ncbi.nlm.nih.gov/pubmed/34572564 http://dx.doi.org/10.3390/biom11091351 |
work_keys_str_mv | AT jasgouris dissectingmultiplepathwaysintherelaxationdynamicsofhelixcoiltransitionswithoptimumdimensionalityreduction AT childsedw dissectingmultiplepathwaysintherelaxationdynamicsofhelixcoiltransitionswithoptimumdimensionalityreduction AT middaughcrussell dissectingmultiplepathwaysintherelaxationdynamicsofhelixcoiltransitionswithoptimumdimensionalityreduction AT kuczerakrzysztof dissectingmultiplepathwaysintherelaxationdynamicsofhelixcoiltransitionswithoptimumdimensionalityreduction |