Literature DB >> 27179343

Visualizing ensembles in structural biology.

Ryan L Melvin1, Freddie R Salsbury2.   

Abstract

Displaying a single representative conformation of a biopolymer rather than an ensemble of states mistakenly conveys a static nature rather than the actual dynamic personality of biopolymers. However, there are few apparent options due to the fixed nature of print media. Here we suggest a standardized methodology for visually indicating the distribution width, standard deviation and uncertainty of ensembles of states with little loss of the visual simplicity of displaying a single representative conformation. Of particular note is that the visualization method employed clearly distinguishes between isotropic and anisotropic motion of polymer subunits. We also apply this method to ligand binding, suggesting a way to indicate the expected error in many high throughput docking programs when visualizing the structural spread of the output. We provide several examples in the context of nucleic acids and proteins with particular insights gained via this method. Such examples include investigating a therapeutic polymer of FdUMP (5-fluoro-2-deoxyuridine-5-O-monophosphate) - a topoisomerase-1 (Top1), apoptosis-inducing poison - and nucleotide-binding proteins responsible for ATP hydrolysis from Bacillus subtilis. We also discuss how these methods can be extended to any macromolecular data set with an underlying distribution, including experimental data such as NMR structures.
Copyright © 2016 Elsevier Inc. All rights reserved.

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Year:  2016        PMID: 27179343      PMCID: PMC5954827          DOI: 10.1016/j.jmgm.2016.05.001

Source DB:  PubMed          Journal:  J Mol Graph Model        ISSN: 1093-3263            Impact factor:   2.518


  66 in total

Review 1.  Exploring expression data: identification and analysis of coexpressed genes.

Authors:  L J Heyer; S Kruglyak; S Yooseph
Journal:  Genome Res       Date:  1999-11       Impact factor: 9.043

2.  The Protein Data Bank.

Authors:  H M Berman; J Westbrook; Z Feng; G Gilliland; T N Bhat; H Weissig; I N Shindyalov; P E Bourne
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

3.  ZDOCK: an initial-stage protein-docking algorithm.

Authors:  Rong Chen; Li Li; Zhiping Weng
Journal:  Proteins       Date:  2003-07-01

4.  CAPRI: a Critical Assessment of PRedicted Interactions.

Authors:  Joël Janin; Kim Henrick; John Moult; Lynn Ten Eyck; Michael J E Sternberg; Sandor Vajda; Ilya Vakser; Shoshana J Wodak
Journal:  Proteins       Date:  2003-07-01

5.  A novel polypyrimidine antitumor agent FdUMP[10] induces thymineless death with topoisomerase I-DNA complexes.

Authors:  Zhi-Yong Liao; Olivier Sordet; Hong-Liang Zhang; Glenda Kohlhagen; Smitha Antony; William H Gmeiner; Yves Pommier
Journal:  Cancer Res       Date:  2005-06-01       Impact factor: 12.701

6.  The energy landscapes and motions of proteins.

Authors:  H Frauenfelder; S G Sligar; P G Wolynes
Journal:  Science       Date:  1991-12-13       Impact factor: 47.728

7.  Enhancing the quality of protein conformation ensembles with relative populations.

Authors:  Vijay Vammi; Tu-Liang Lin; Guang Song
Journal:  J Biomol NMR       Date:  2014-02-12       Impact factor: 2.835

Review 8.  Understanding nucleic acid-ion interactions.

Authors:  Jan Lipfert; Sebastian Doniach; Rhiju Das; Daniel Herschlag
Journal:  Annu Rev Biochem       Date:  2014-03-05       Impact factor: 23.643

9.  Mechanisms of action of FdUMP[10]: metabolite activation and thymidylate synthase inhibition.

Authors:  I V Bijnsdorp; E M Comijn; J M Padron; W H Gmeiner; G J Peters
Journal:  Oncol Rep       Date:  2007-07       Impact factor: 3.906

10.  The SWISS-MODEL Repository and associated resources.

Authors:  Florian Kiefer; Konstantin Arnold; Michael Künzli; Lorenza Bordoli; Torsten Schwede
Journal:  Nucleic Acids Res       Date:  2008-10-18       Impact factor: 16.971

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  13 in total

1.  All-atom MD indicates ion-dependent behavior of therapeutic DNA polymer.

Authors:  Ryan L Melvin; William H Gmeiner; Freddie R Salsbury
Journal:  Phys Chem Chem Phys       Date:  2017-08-23       Impact factor: 3.676

2.  All-Atom Molecular Dynamics Reveals Mechanism of Zinc Complexation with Therapeutic F10.

Authors:  Ryan L Melvin; William H Gmeiner; Freddie R Salsbury
Journal:  J Phys Chem B       Date:  2016-09-21       Impact factor: 2.991

3.  Mechanistic insights into thrombin's switch between "slow" and "fast" forms.

Authors:  Jiajie Xiao; Ryan L Melvin; Freddie R Salsbury
Journal:  Phys Chem Chem Phys       Date:  2017-09-20       Impact factor: 3.676

4.  Probing light chain mutation effects on thrombin via molecular dynamics simulations and machine learning.

Authors:  Jiajie Xiao; Ryan L Melvin; Freddie R Salsbury
Journal:  J Biomol Struct Dyn       Date:  2018-03-02

5.  Protein Folding and Structure Prediction from the Ground Up II: AAWSEM for α/β Proteins.

Authors:  Mingchen Chen; Xingcheng Lin; Wei Lu; José N Onuchic; Peter G Wolynes
Journal:  J Phys Chem B       Date:  2016-11-11       Impact factor: 2.991

6.  Molecular dynamics simulations of aptamer-binding reveal generalized allostery in thrombin.

Authors:  Jiajie Xiao; Freddie R Salsbury
Journal:  J Biomol Struct Dyn       Date:  2016-11-29

7.  All-atom molecular dynamics comparison of disease-associated zinc fingers.

Authors:  Ryan C Godwin; William H Gmeiner; Freddie R Salsbury
Journal:  J Biomol Struct Dyn       Date:  2017-10-03

8.  Binding Site Configurations Probe the Structure and Dynamics of the Zinc Finger of NEMO (NF-κB Essential Modulator).

Authors:  Ryan C Godwin; Ryan L Melvin; William H Gmeiner; Freddie R Salsbury
Journal:  Biochemistry       Date:  2017-01-13       Impact factor: 3.162

9.  All-Atom MD Predicts Magnesium-Induced Hairpin in Chemically Perturbed RNA Analog of F10 Therapeutic.

Authors:  Ryan L Melvin; William H Gmeiner; Freddie R Salsbury
Journal:  J Phys Chem B       Date:  2017-08-10       Impact factor: 2.991

10.  Uncovering Large-Scale Conformational Change in Molecular Dynamics without Prior Knowledge.

Authors:  Ryan L Melvin; Ryan C Godwin; Jiajie Xiao; William G Thompson; Kenneth S Berenhaut; Freddie R Salsbury
Journal:  J Chem Theory Comput       Date:  2016-11-10       Impact factor: 6.006

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