Evidence map›Paper›PMID 42725431›Full record

ArticleNucleic acids research2026

Drude SILCS-Nucleic: harnessing explicit electronic polarization in targeting RNA and DNA for drug design.

Haley M Michel, Anne M Brown, Alexander D MacKerell, Justin A Lemkul

Abstract read
In one paragraph

Article in Nucleic acids research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Haley M MichelDepartment of Biochemistry, Virginia Tech, Blacksburg, VA 24061, United States.
Anne M BrownDepartment of Biochemistry, Virginia Tech, Blacksburg, VA 24061, United States.
Alexander D MacKerellDepartment of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD 21201, United States.
Justin A LemkulDepartment of Biochemistry, Virginia Tech, Blacksburg, VA 24061, United States.ORCID 0000-0001-6661-8653

Funding

Macromolecular Conformational HeterogeneityR35GM131710 · NIGMS · UNIVERSITY OF MARYLAND BALTIMORE · PI ALEXANDER D MACKERELL · 2019 to 2026
$6.2M
Exploring Electronic Polarization in Biomolecular Folding and InteractionsR35GM133754 · NIGMS · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI Justin Alan Lemkul · 2019 to 2026
$2.2M
Department of Agriculture National Institute of Food and Agriculture VA-160211Expanse Cluster at San Diego Supercomputer Center BIO230117National Science Foundation #2137603National Science Foundation #2138259National Science Foundation #2138286National Science Foundation #2138296National Science Foundation #2138307NIGMS NIH HHS R35 GM131710NIGMS NIH HHS R35 GM133754NIH HHS R35GM131710NIH HHS R35GM133754
6 · The paper itself

Abstract

The growing interest in nucleic acids as therapeutic targets has prompted the development of novel computational methods to facilitate drug discovery. In this study, we extend the Site Identification by Ligand Competitive Saturation (SILCS) methodology to characterize ligand-nucleic acid interactions using the Drude polarizable force field. We demonstrate the ability of the Drude force field to better model solute-nucleic acid interactions, resulting in improved identification of known binding sites and ligand binding favorability predictions across a diverse set of nucleic acid structures. This new workflow addresses limitations in previous SILCS studies by exploiting the enhanced sampling of solutes in the original SILCS-RNA workflow, accurately modeling the interactions of charged species, and improving solute sampling in minor groove binding sites. These results establish this Drude-based SILCS workflow as a valuable tool for structure-based drug design targeting nucleic acids and offer insights into solute preferences that can guide rational ligand design.

Indexed as

DNADrug DesignRNABinding SitesLigandsModels, MolecularNucleic Acid ConformationDNALigandsRNA

Identifiers

PMID42725431
PMCPMC13563097

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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.