Evidence map›Paper›PMID 41204756›Full record

ArticleJournal of computational chemistry2025

Weighted Ensemble Simulations With the Drude Polarizable Model.

Marcelo D Polêto, Gabriel Monteiro da Silva, Brenda M Rubenstein, Justin A Lemkul

Abstract read
In one paragraph

Article in Journal of computational chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Weighted Ensemble Simulations With the Drude Polarizable Model.Journal of computational chemistry · 2025
    Article
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

4 authors.

Marcelo D PolêtoDepartment of Biotechnology, University of São Paulo, Lorena, São Paulo, Brazil.
Gabriel Monteiro da SilvaDepartment of Molecular and Cellular Biology and Biochemistry, Brown University, Providence, Rhode Island, USA.
Brenda M RubensteinDepartment of Chemistry, Brown University, Providence, Rhode Island, USA.
Justin A LemkulDepartment of Biochemistry, Virginia Tech, Blacksburg, Virginia, USA.

Funding

Exploring Electronic Polarization in Biomolecular Folding and InteractionsR35GM133754 · NIGMS · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI Justin Alan Lemkul · 2019 to 2026
$2.2M
Blavatnik Family FoundationNational Institutes of Health, National Institute of General Medical Sciences R35GM133754National Science Foundation 2027108National Science Foundation 2046744;NIGMS NIH HHS R35 GM133754U.S. Department of Agriculture, National Institute of Food and Agriculture VA-160211
6 · The paper itself

Abstract

Enhanced sampling methods have become powerful techniques to investigate complex systems and rare molecular events by facilitating greater access to configurational space. In parallel, the continuous development of polarizable force fields augments such techniques, allowing the investigation of the role of electronic polarization in transitional barriers that might be overlooked in nonpolarizable simulations. Together, improved sampling methods and polarizable force fields should accelerate computational discoveries. Here, we present an implementation of a weighted ensemble strategy for the Drude polarizable force field using the WESTPA software package in conjunction with the OpenMM simulation engine. We demonstrate its use for backbone conformational sampling in a model system (alanine dipeptide) and in studying functional sidechain rotations in an enzyme (Abl1 kinase). We further discuss possible consequences related to the inclusion of explicit electronic polarization in the model. This software implementation and validation should facilitate the use of WESTPA-Drude strategies throughout the simulation community.

Indexed as

AlanineDipeptidesMolecular Dynamics SimulationProto-Oncogene Proteins c-ablSoftwareAlanineDipeptidesProto-Oncogene Proteins c-ablDrude force fieldenhanced samplingmolecular dynamics

Identifiers

PMID41204756
PMCPMC12595399

What Socratic holds

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Registered trials

None linked

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 Socratic graph.