Evidence map›Paper›PMID 32195493›Full record

ArticlePhysical chemistry chemical physics : PCCP2020

Impact of electronic polarizability on protein-functional group interactions.

Himanshu Goel, Wenbo Yu, Vincent D Ustach, Asaminew H Aytenfisu, Delin Sun, Alexander D MacKerell

Abstract read
In one paragraph

Article in Physical chemistry chemical physics : PCCP, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed.

  1. Article
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  4. Electric charge and salting in/out effects on glucagon's dipole moments and polarizabilities using the GruPol database.Acta crystallographica Section B, Structural science, crystal engineering and materials · 2025
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  12. Computer-Aided Drug Design: An Update.Methods in molecular biology (Clifton, N.J.) · 2023
    Article
  13. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Himanshu GoelComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.ORCID http://orcid.org/0000-0002-0313-7040
Wenbo YuComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.
Vincent D UstachComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.ORCID http://orcid.org/0000-0001-8299-3998
Asaminew H AytenfisuComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.ORCID http://orcid.org/0000-0002-2819-2273
Delin SunComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.
Alexander D MacKerellComputer Aided Drug Design Center, Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20, Penn St., Baltimore, Maryland 21201, USA. alex@outerbanks.umaryland.edu.ORCID http://orcid.org/0000-0001-8287-6804

Funding

Macromolecular Conformational HeterogeneityR35GM131710 · NIGMS · UNIVERSITY OF MARYLAND BALTIMORE · PI ALEXANDER D MACKERELL · 2019 to 2026
$6.2M
Pre-computed free energy maps for rapid structure-based ligand designR44GM109635 · NIGMS · SILCSBIO, LLC · PI LAKKARAJU, SIRISH KAUSHIK, MACKERELL, ALEXANDER D · 2016 to 2018
$1.3M
Pre-computed free energy maps for rapid structure-based ligand designR43GM109635 · NIGMS · SILCSBIO, LLC · PI MACKERELL, ALEXANDER D, MALONE, KENNETH GEORGE · 2015 to 2016
$234k
NIGMS NIH HHS R35 GM131710NIGMS NIH HHS R43 GM109635NIGMS NIH HHS R44 GM109635
6 · The paper itself

Abstract

Interactions of proteins with functional groups are key to their biological functions, making it essential that they be accurately modeled. To investigate the impact of the inclusion of explicit treatment of electronic polarizability in force fields on protein-functional group interactions, the additive CHARMM and Drude polarizable force field are compared in the context of the Site-Identification by Ligand Competitive Saturation (SILCS) simulation methodology from which functional group interaction patterns with five proteins for which experimental binding affinities of multiple ligands are available, were obtained. The explicit treatment of polarizability produces significant differences in the functional group interactions in the ligand binding sites including overall enhanced binding of functional groups to the proteins. This is associated with variations of the dipole moments of solutes representative of functional groups in the binding sites relative to aqueous solution with higher dipole moments systematically occurring in the latter, though exceptions occur with positively charged methylammonium. Such variation indicates the complex, heterogeneous nature of the electronic environments of ligand binding sites and emphasizes the inherent limitation of fixed charged, additive force fields for modeling ligand-protein interactions. These effects yield more defined orientation of the functional groups in the binding pockets and a small, but systematic improvement in the ability of the SILCS method to predict the binding orientation and relative affinities of ligands to their target proteins. Overall, these results indicate that the physical model associated with the explicit treatment of polarizability along with the presence of lone pairs in a force field leads to changes in the nature of the interactions of functional groups with proteins versus that occurring with additive force fields, suggesting the utility of polarizable force fields in obtaining a more realistic understanding of protein-ligand interactions.

Indexed as

Electrophysiological PhenomenaBinding SitesLigandsProtein BindingProteinsLigandsProteins

Identifiers

PMID32195493
PMCPMC7194236

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.