Cargando…

A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories

[Image: see text] Single molecule fluorescence spectroscopy holds the promise of providing direct measurements of protein folding free energy landscapes and conformational motions. However, fulfilling this promise has been prevented by technical limitations, most notably, the difficulty in analyzing...

Descripción completa

Detalles Bibliográficos
Autores principales: Ramanathan, Ravishankar, Muñoz, Victor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2015
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718529/
https://www.ncbi.nlm.nih.gov/pubmed/25988351
http://dx.doi.org/10.1021/acs.jpcb.5b03176
_version_ 1782410812446474240
author Ramanathan, Ravishankar
Muñoz, Victor
author_facet Ramanathan, Ravishankar
Muñoz, Victor
author_sort Ramanathan, Ravishankar
collection PubMed
description [Image: see text] Single molecule fluorescence spectroscopy holds the promise of providing direct measurements of protein folding free energy landscapes and conformational motions. However, fulfilling this promise has been prevented by technical limitations, most notably, the difficulty in analyzing the small packets of photons per millisecond that are typically recorded from individual biomolecules. Such limitation impairs the ability to accurately determine conformational distributions and resolve sub-millisecond processes. Here we develop an analytical procedure for extracting the conformational distribution and dynamics of fast-folding proteins directly from time-stamped photon arrival trajectories produced by single molecule FRET experiments. Our procedure combines the maximum likelihood analysis originally developed by Gopich and Szabo with a statistical mechanical model that describes protein folding as diffusion on a one-dimensional free energy surface. Using stochastic kinetic simulations, we thoroughly tested the performance of the method in identifying diverse fast-folding scenarios, ranging from two-state to one-state downhill folding, as a function of relevant experimental variables such as photon count rate, amount of input data, and background noise. The tests demonstrate that the analysis can accurately retrieve the original one-dimensional free energy surface and microsecond folding dynamics in spite of the sub-megahertz photon count rates and significant background noise levels of current single molecule fluorescence experiments. Therefore, our approach provides a powerful tool for the quantitative analysis of single molecule FRET experiments of fast protein folding that is also potentially extensible to the analysis of any other biomolecular process governed by sub-millisecond conformational dynamics.
format Online
Article
Text
id pubmed-4718529
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-47185292016-01-25 A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories Ramanathan, Ravishankar Muñoz, Victor J Phys Chem B [Image: see text] Single molecule fluorescence spectroscopy holds the promise of providing direct measurements of protein folding free energy landscapes and conformational motions. However, fulfilling this promise has been prevented by technical limitations, most notably, the difficulty in analyzing the small packets of photons per millisecond that are typically recorded from individual biomolecules. Such limitation impairs the ability to accurately determine conformational distributions and resolve sub-millisecond processes. Here we develop an analytical procedure for extracting the conformational distribution and dynamics of fast-folding proteins directly from time-stamped photon arrival trajectories produced by single molecule FRET experiments. Our procedure combines the maximum likelihood analysis originally developed by Gopich and Szabo with a statistical mechanical model that describes protein folding as diffusion on a one-dimensional free energy surface. Using stochastic kinetic simulations, we thoroughly tested the performance of the method in identifying diverse fast-folding scenarios, ranging from two-state to one-state downhill folding, as a function of relevant experimental variables such as photon count rate, amount of input data, and background noise. The tests demonstrate that the analysis can accurately retrieve the original one-dimensional free energy surface and microsecond folding dynamics in spite of the sub-megahertz photon count rates and significant background noise levels of current single molecule fluorescence experiments. Therefore, our approach provides a powerful tool for the quantitative analysis of single molecule FRET experiments of fast protein folding that is also potentially extensible to the analysis of any other biomolecular process governed by sub-millisecond conformational dynamics. American Chemical Society 2015-05-19 2015-06-25 /pmc/articles/PMC4718529/ /pubmed/25988351 http://dx.doi.org/10.1021/acs.jpcb.5b03176 Text en Copyright © 2015 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Ramanathan, Ravishankar
Muñoz, Victor
A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title_full A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title_fullStr A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title_full_unstemmed A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title_short A Method for Extracting the Free Energy Surface and Conformational Dynamics of Fast-Folding Proteins from Single Molecule Photon Trajectories
title_sort method for extracting the free energy surface and conformational dynamics of fast-folding proteins from single molecule photon trajectories
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718529/
https://www.ncbi.nlm.nih.gov/pubmed/25988351
http://dx.doi.org/10.1021/acs.jpcb.5b03176
work_keys_str_mv AT ramanathanravishankar amethodforextractingthefreeenergysurfaceandconformationaldynamicsoffastfoldingproteinsfromsinglemoleculephotontrajectories
AT munozvictor amethodforextractingthefreeenergysurfaceandconformationaldynamicsoffastfoldingproteinsfromsinglemoleculephotontrajectories
AT ramanathanravishankar methodforextractingthefreeenergysurfaceandconformationaldynamicsoffastfoldingproteinsfromsinglemoleculephotontrajectories
AT munozvictor methodforextractingthefreeenergysurfaceandconformationaldynamicsoffastfoldingproteinsfromsinglemoleculephotontrajectories