Evidence map›Paper›PMID 41331182›Full record

ArticleJournal of computer-aided molecular design2025

Virtual reality and cheminformatics-driven discovery of a potential broad-spectrum natural antagonist against flaviviral methyltransferases and its cytotoxicity evaluation.

Jobin Thomas, Rajendra Kumar, Jitendra Satija

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of computer-aided molecular design, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Jobin ThomasCentre for Nanobiotechnology (CNBT), Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.ORCID http://orcid.org/0000-0002-6362-318X
Rajendra KumarDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC), Johns Hopkins University School of Medicine, Baltimore, USA.ORCID http://orcid.org/0000-0002-2845-8115
Jitendra SatijaCentre for Nanobiotechnology (CNBT), Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India. jsatija11@gmail.com.ORCID http://orcid.org/0000-0003-1971-4778

Funding

CSIR, New Delhi 09/0844(18476)/2024-EMR-I
6 · The paper itself

Abstract

The alarming rise in flaviviruses like Zika virus (ZikV) and dengue virus (DenV) has made them a major global health concern, especially in tropical and subtropical regions where nearly half of the global population is at risk. The urgency for safe and effective antiviral treatment is underscored by the fact that, despite growing research efforts, there are still no FDA-approved drugs available. The methyltransferases of ZikV and DenV, i.e., non-structural protein-5 (NS5), stand out as a highly conserved enzyme that is involved in viral replication and evasion of the host immune system via a capping mechanism, making them a key target for antiflaviviral drug development. In this study, we employed a virtual reality and cheminformatics-assisted pipeline followed by biological validation to identify a potent natural inhibitor of NS5. The systematic computational analysis identified the natural compound ZINC8952607 as a putative inhibitor with high binding affinity towards the methyltransferases of ZikV and DenV. Initial screening and docking analysis reveal that the lead compound strongly binds at the active site of the NS5 protein with a higher affinity. Further, extensive analysis involving molecular dynamics and DFT establishes greater reactivity of the lead compound and its stable complex formation with the NS5 protein. In vitro assay determined the cytotoxicity of the lead molecule with a CC50 value of 3.43 ± 0.17 µM, indicating its reasonable safety as a lead molecule. These findings highlight ZINC8952607 as a potential lead candidate and reinforce the importance of targeting NS5 to develop new antiviral drugs.

Indexed as

Antiviral AgentsDengue VirusEnzyme InhibitorsMethyltransferasesViral Nonstructural ProteinsZika VirusAnimalsCheminformaticsDrug DiscoveryHumansMolecular Docking SimulationVirus ReplicationAntiviral AgentsEnzyme InhibitorsMethyltransferasesViral Nonstructural ProteinsCheminformaticsCytotoxicityDengue virusNS5 proteinVirtual realityZika virus

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

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 OpenQuestion graph.