Literature DB >> 26039984

Reconstructing folding energy landscapes from splitting probability analysis of single-molecule trajectories.

Ajay P Manuel1, John Lambert1, Michael T Woodside2.   

Abstract

Structural self-assembly in biopolymers, such as proteins and nucleic acids, involves a diffusive search for the minimum-energy state in a conformational free-energy landscape. The likelihood of folding proceeding to completion, as a function of the reaction coordinate used to monitor the transition, can be described by the splitting probability, p(fold)(x). P(fold) encodes information about the underlying energy landscape, and it is often used to judge the quality of the reaction coordinate. Here, we show how p(fold) can be used to reconstruct energy landscapes from single-molecule folding trajectories, using force spectroscopy measurements of single DNA hairpins. Calculating p(fold)(x) directly from trajectories of the molecular extension measured for hairpins fluctuating in equilibrium between folded and unfolded states, we inverted the result expected from diffusion over a 1D energy landscape to obtain the implied landscape profile. The results agreed well with the landscapes reconstructed by established methods, but, remarkably, without the need to deconvolve instrumental effects on the landscape, such as tether compliance. The same approach was also applied to hairpins with multistate folding pathways. The relative insensitivity of the method to the instrumental compliance was confirmed by simulations of folding measured with different tether stiffnesses. This work confirms that the molecular extension is a good reaction coordinate for these measurements, and validates a powerful yet simple method for reconstructing landscapes from single-molecule trajectories.

Keywords:  force spectroscopy; nucleic acid folding; optical tweezers; protein folding; single-molecule biophysics

Mesh:

Substances:

Year:  2015        PMID: 26039984      PMCID: PMC4466695          DOI: 10.1073/pnas.1419490112

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  31 in total

1.  Locating the barrier for folding of single molecules under an external force.

Authors:  Olga K Dudko; Thomas G W Graham; Robert B Best
Journal:  Phys Rev Lett       Date:  2011-11-07       Impact factor: 9.161

2.  Transition-Path Probability as a Test of Reaction-Coordinate Quality Reveals DNA Hairpin Folding Is a One-Dimensional Diffusive Process.

Authors:  Krishna Neupane; Ajay P Manuel; John Lambert; Michael T Woodside
Journal:  J Phys Chem Lett       Date:  2015-03-05       Impact factor: 6.475

3.  Reaction coordinates and rates from transition paths.

Authors:  Robert B Best; Gerhard Hummer
Journal:  Proc Natl Acad Sci U S A       Date:  2005-04-06       Impact factor: 11.205

4.  Force-dependent fragility in RNA hairpins.

Authors:  M Manosas; D Collin; F Ritort
Journal:  Phys Rev Lett       Date:  2006-05-31       Impact factor: 9.161

5.  Nanomechanical measurements of the sequence-dependent folding landscapes of single nucleic acid hairpins.

Authors:  Michael T Woodside; William M Behnke-Parks; Kevan Larizadeh; Kevin Travers; Daniel Herschlag; Steven M Block
Journal:  Proc Natl Acad Sci U S A       Date:  2006-04-10       Impact factor: 11.205

6.  Theory, analysis, and interpretation of single-molecule force spectroscopy experiments.

Authors:  Olga K Dudko; Gerhard Hummer; Attila Szabo
Journal:  Proc Natl Acad Sci U S A       Date:  2008-10-13       Impact factor: 11.205

7.  Chemical, physical, and theoretical kinetics of an ultrafast folding protein.

Authors:  Jan Kubelka; Eric R Henry; Troy Cellmer; James Hofrichter; William A Eaton
Journal:  Proc Natl Acad Sci U S A       Date:  2008-11-25       Impact factor: 11.205

8.  Transition path times for nucleic Acid folding determined from energy-landscape analysis of single-molecule trajectories.

Authors:  Krishna Neupane; Dustin B Ritchie; Hao Yu; Daniel A N Foster; Feng Wang; Michael T Woodside
Journal:  Phys Rev Lett       Date:  2012-08-06       Impact factor: 9.161

9.  Determining intrachain diffusion coefficients for biopolymer dynamics from single-molecule force spectroscopy measurements.

Authors:  Michael T Woodside; John Lambert; Kevin S D Beach
Journal:  Biophys J       Date:  2014-10-07       Impact factor: 4.033

10.  Spin glasses and the statistical mechanics of protein folding.

Authors:  J D Bryngelson; P G Wolynes
Journal:  Proc Natl Acad Sci U S A       Date:  1987-11       Impact factor: 11.205

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  13 in total

1.  Exact Solutions for Distributions of First-Passage, Direct-Transit, and Looping Times in Symmetric Cusp Potential Barriers and Wells.

Authors:  Alexander M Berezhkovskii; Leonardo Dagdug; Sergey M Bezrukov
Journal:  J Phys Chem B       Date:  2019-04-23       Impact factor: 2.991

2.  Hidden dynamics in the unfolding of individual bacteriorhodopsin proteins.

Authors:  Hao Yu; Matthew G W Siewny; Devin T Edwards; Aric W Sanders; Thomas T Perkins
Journal:  Science       Date:  2017-03-03       Impact factor: 47.728

3.  Direct measurement of sequence-dependent transition path times and conformational diffusion in DNA duplex formation.

Authors:  Krishna Neupane; Feng Wang; Michael T Woodside
Journal:  Proc Natl Acad Sci U S A       Date:  2017-01-23       Impact factor: 11.205

4.  Enhanced stochastic fluctuations to measure steep adhesive energy landscapes.

Authors:  Ahmad Haider; Daniel Potter; Todd A Sulchek
Journal:  Proc Natl Acad Sci U S A       Date:  2016-11-23       Impact factor: 11.205

5.  Communication: Transition-path velocity as an experimental measure of barrier crossing dynamics.

Authors:  Alexander M Berezhkovskii; Dmitrii E Makarov
Journal:  J Chem Phys       Date:  2018-05-28       Impact factor: 3.488

6.  Comparing the energy landscapes for native folding and aggregation of PrP.

Authors:  Derek R Dee; Michael T Woodside
Journal:  Prion       Date:  2016-05-03       Impact factor: 3.931

7.  Communication: Coordinate-dependent diffusivity from single molecule trajectories.

Authors:  Alexander M Berezhkovskii; Dmitrii E Makarov
Journal:  J Chem Phys       Date:  2017-11-28       Impact factor: 3.488

8.  Probing Position-Dependent Diffusion in Folding Reactions Using Single-Molecule Force Spectroscopy.

Authors:  Daniel A N Foster; Rafayel Petrosyan; Andrew G T Pyo; Armin Hoffmann; Feng Wang; Michael T Woodside
Journal:  Biophys J       Date:  2018-04-10       Impact factor: 4.033

9.  Molecular free energy profiles from force spectroscopy experiments by inversion of observed committors.

Authors:  Roberto Covino; Michael T Woodside; Gerhard Hummer; Attila Szabo; Pilar Cossio
Journal:  J Chem Phys       Date:  2019-10-21       Impact factor: 3.488

Review 10.  Transition Path Times Measured by Single-Molecule Spectroscopy.

Authors:  Hoi Sung Chung
Journal:  J Mol Biol       Date:  2017-05-25       Impact factor: 5.469

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