Evidence map›Paper›PMID 41540527›Full record

ArticleAnti-cancer agents in medicinal chemistry2026

Discovery of Small Molecule Inhibitors against Polo-Like Kinase 1 Targeting Breast Cancer.

Gayatri Munieswaran, Venkatraman Manickam

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Article in Anti-cancer agents in medicinal chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Gayatri MunieswaranSchool of Bioscience and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India.
Venkatraman ManickamSchool of Bioscience and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India.ORCID 0000-0001-5668-100X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe polo-like kinase-1 (PLK1) plays a significant role in cell cycle regulation and proliferation; upon dysregulation, PLK1 activates different oncogenic pathways that lead to breast cancer. Therefore, targeting the PLK1 protein on the kinase domain prevents the possibility of tumor development.

methodsA machine learning model was developed to screen small molecules against PLK1 using a cancer bioassay dataset. The binding affinity and structural integrity of the complex were assessed using molecular docking and dynamic studies. In vitro evaluation was then performed for the screened compound against the SKBR3 cell line.

resultsThe research findings highlighted the silymarin flavonoid to have a greater binding energy with PLK1 (-9.2 Kcal/mol) than other molecules (above -8.5 Kcal/mol). Additionally, the molecular dynamics simulation showed silymarin to be more stable, less flexible, and more compact with PLK1. Further, the binding free energy revealed silymarin to be more stable with PLK1 (-13.25 kcal/mol) than volasertib (-2.87 kcal/mol). The IC50 value of silymarin was found to be 95.76 μg/mL, inducing apoptosis on the SKBR3 cell line. DISCUSSION: Despite PLK1 being predicted as a potential oncogenic target, the treatment choices were limited. A cheminformatics approach was utilized for screening inhibitors against PLK1. The in silico and in vitro evaluations indicated that silymarin effectively inhibited the PLK1 protein in breast cancer.

conclusionThese research findings established silymarin as a potential alternative drug targeting PLK1, which is highly expressed in HER2-positive breast cancer, and modulates the oncogenic processes not just in breast cancer, but also in other cancers.

Indexed as

Antineoplastic AgentsBreast NeoplasmsCell Cycle ProteinsDrug DiscoveryProtein Kinase InhibitorsProtein Serine-Threonine KinasesProto-Oncogene ProteinsSmall Molecule LibrariesCell ProliferationDose-Response Relationship, DrugDrug Screening Assays, AntitumorFemaleHumansMolecular Docking SimulationMolecular StructurePolo-Like Kinase 1Antineoplastic AgentsCell Cycle ProteinsPolo-Like Kinase 1Protein Kinase InhibitorsProtein Serine-Threonine KinasesProto-Oncogene ProteinsSmall Molecule Librariesbreast cancerdynamic simulationsmachine learningmolecular dockingPolo-like kinase 1small molecules

Identifiers

PMID41540527

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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.