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PMID: 24785005 Published · epublish English Journal Article Research Support, N.I.H., Extramural

NbIT--a new information theory-based analysis of allosteric mechanisms reveals residues that underlie function in the leucine transporter LeuT.

PLoS computational biology ·Vol. 10 ·No. 5 ·2014-05-00 ·Pages e1003603

LeVine MV, Weinstein H

Abstract

Complex networks of interacting residues and microdomains in the structures of biomolecular systems underlie the reliable propagation of information from an input signal, such as the concentration of a ligand, to sites that generate the appropriate output signal, such as enzymatic activity. This information transduction often carries the signal across relatively large distances at the molecular scale in a form of allostery that is essential for the physiological functions performed by biomolecules. While allosteric behaviors have been documented from experiments and computation, the mechanism of this form of allostery proved difficult to identify at the molecular level. Here, we introduce a novel analysis framework, called N-body Information Theory (NbIT) analysis, which is based on information theory and uses measures of configurational entropy in a biomolecular system to identify microdomains and individual residues that act as (i)-channels for long-distance information sharing between functional sites, and (ii)-coordinators that organize dynamics within functional sites. Application of the new method to molecular dynamics (MD) trajectories of the occluded state of the bacterial leucine transporter LeuT identifies a channel of allosteric coupling between the functionally important intracellular gate and the substrate binding sites known to modulate it. NbIT analysis is shown also to differentiate residues involved primarily in stabilizing the functional sites, from those that contribute to allosteric couplings between sites. NbIT analysis of MD data thus reveals rigorous mechanistic elements of allostery underlying the dynamics of biomolecular systems.

MeSH Terms
Algorithms Allosteric Regulation Allosteric Site Amino Acid Transport Systems/chemistry,ultrastructure Bacterial Proteins/chemistry,ultrastructure Binding Sites Computer Simulation Information Theory Leucine/chemistry Models, Chemical Molecular Dynamics Simulation Protein Binding Protein Conformation Protein Structure, Tertiary
Chemicals
Amino Acid Transport Systems Bacterial Proteins Leucine
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
LeVine Michael V
Department of Physiology and Biophysics, Weill Cornell Medical College of Cornell University (WCMC), New York, New York, United States of America.
Weinstein Harel
Department of Physiology and Biophysics, Weill Cornell Medical College of Cornell University (WCMC), New York, New York, United States of America; HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute of Computational Biomedicine, Weill Cornell Medical College of Cornell University, New York, New York, United States of America.
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Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2014-05-00
Epub
2014-00-01
Pages
e1003603
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC4006702
Subset
IM
Grants
NIGMS NIH HHS · T32 GM073546 · United States
NIDA NIH HHS · F31 DA035533 · United States
NIDA NIH HHS · R01 DA017293 · United States
NIGMS NIH HHS · U54 GM087519 · United States
NIDA NIH HHS · P01 DA012408 · United States
NIGMS NIH HHS · U54GM087519 · United States
NIDA NIH HHS · F31DA035533 · United States
NIDA NIH HHS · P01DA012408 · United States
NIDA NIH HHS · R01DA017293 · United States
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