Varun Thachan Kundil, Sharanya C Suresh, Sreeja Chellappan, Anupama Kizhakkepurayil, Soorej Muhammad Basheer, Arun Kumar Gangadharan
{"title":"小肽作为蛋白-蛋白相互作用抑制剂靶向聚梳抑制复合体2 (PRC2)内ed - ezh2结合的可药物性评估。","authors":"Varun Thachan Kundil, Sharanya C Suresh, Sreeja Chellappan, Anupama Kizhakkepurayil, Soorej Muhammad Basheer, Arun Kumar Gangadharan","doi":"10.1007/s11030-025-11321-4","DOIUrl":null,"url":null,"abstract":"<p><p>Histone methylation is a key epigenetic modification involved in gene silencing and plays a crucial role in chromatin remodelling. Polycomb repressive complex 2 (PRC2), a histone-modifying complex, has been implicated in various diseases, including cancers and genetic disorders. Since PRC2 is a multi-protein complex, the structural interactions among its component proteins are essential for its proper function. Consequently, inhibiting the formation of this complex is considered an effective strategy to block PRC2 activity. This research evaluated small peptides as protein-protein interaction (PPI) inhibitors to disrupt the binding between two key PRC2 components, Embryonic Ectoderm Development (EED) and Enhancer of Zeste Homolog 2 (EZH2), using computational approaches. Initially, pharmacophore models were generated based on the structural features of EED and EZH2, followed by pharmacophore-based virtual screening to identify tetra-peptide candidates from a library of 160,000 compounds. Molecular docking, molecular dynamics simulations, principal component analysis (PCA), dynamic cross-correlation matrices (DCCM) analysis, binding energy estimation, toxicity prediction, and membrane permeability predictions were employed to filter the most promising leads. The study identified several tetra-peptides, including WSYN, HQHE, WVYS, HYEN, WHAE, IPWP, KNNQ, CGKQ, and CIHN, as strong EED-EZH2 PPI inhibitors. Molecular docking, MD simulations, and binding energy analysis revealed stable and effective binding of the peptides to the EZH2-interacting region of EED, further supported by PCA analysis. Their non-toxic, drug-like properties and membrane permeability highlight their strong potential as lead candidates for developing EED-EZH2 interaction inhibitors.</p>","PeriodicalId":708,"journal":{"name":"Molecular Diversity","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Druggability assessments of small peptides as protein-protein interaction inhibitors targeting EED-EZH2 binding within the Polycomb Repressive Complex 2 (PRC2), an epigenetic regulator.\",\"authors\":\"Varun Thachan Kundil, Sharanya C Suresh, Sreeja Chellappan, Anupama Kizhakkepurayil, Soorej Muhammad Basheer, Arun Kumar Gangadharan\",\"doi\":\"10.1007/s11030-025-11321-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Histone methylation is a key epigenetic modification involved in gene silencing and plays a crucial role in chromatin remodelling. Polycomb repressive complex 2 (PRC2), a histone-modifying complex, has been implicated in various diseases, including cancers and genetic disorders. Since PRC2 is a multi-protein complex, the structural interactions among its component proteins are essential for its proper function. Consequently, inhibiting the formation of this complex is considered an effective strategy to block PRC2 activity. This research evaluated small peptides as protein-protein interaction (PPI) inhibitors to disrupt the binding between two key PRC2 components, Embryonic Ectoderm Development (EED) and Enhancer of Zeste Homolog 2 (EZH2), using computational approaches. Initially, pharmacophore models were generated based on the structural features of EED and EZH2, followed by pharmacophore-based virtual screening to identify tetra-peptide candidates from a library of 160,000 compounds. Molecular docking, molecular dynamics simulations, principal component analysis (PCA), dynamic cross-correlation matrices (DCCM) analysis, binding energy estimation, toxicity prediction, and membrane permeability predictions were employed to filter the most promising leads. The study identified several tetra-peptides, including WSYN, HQHE, WVYS, HYEN, WHAE, IPWP, KNNQ, CGKQ, and CIHN, as strong EED-EZH2 PPI inhibitors. Molecular docking, MD simulations, and binding energy analysis revealed stable and effective binding of the peptides to the EZH2-interacting region of EED, further supported by PCA analysis. Their non-toxic, drug-like properties and membrane permeability highlight their strong potential as lead candidates for developing EED-EZH2 interaction inhibitors.</p>\",\"PeriodicalId\":708,\"journal\":{\"name\":\"Molecular Diversity\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Diversity\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://doi.org/10.1007/s11030-025-11321-4\",\"RegionNum\":2,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Diversity","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1007/s11030-025-11321-4","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
Druggability assessments of small peptides as protein-protein interaction inhibitors targeting EED-EZH2 binding within the Polycomb Repressive Complex 2 (PRC2), an epigenetic regulator.
Histone methylation is a key epigenetic modification involved in gene silencing and plays a crucial role in chromatin remodelling. Polycomb repressive complex 2 (PRC2), a histone-modifying complex, has been implicated in various diseases, including cancers and genetic disorders. Since PRC2 is a multi-protein complex, the structural interactions among its component proteins are essential for its proper function. Consequently, inhibiting the formation of this complex is considered an effective strategy to block PRC2 activity. This research evaluated small peptides as protein-protein interaction (PPI) inhibitors to disrupt the binding between two key PRC2 components, Embryonic Ectoderm Development (EED) and Enhancer of Zeste Homolog 2 (EZH2), using computational approaches. Initially, pharmacophore models were generated based on the structural features of EED and EZH2, followed by pharmacophore-based virtual screening to identify tetra-peptide candidates from a library of 160,000 compounds. Molecular docking, molecular dynamics simulations, principal component analysis (PCA), dynamic cross-correlation matrices (DCCM) analysis, binding energy estimation, toxicity prediction, and membrane permeability predictions were employed to filter the most promising leads. The study identified several tetra-peptides, including WSYN, HQHE, WVYS, HYEN, WHAE, IPWP, KNNQ, CGKQ, and CIHN, as strong EED-EZH2 PPI inhibitors. Molecular docking, MD simulations, and binding energy analysis revealed stable and effective binding of the peptides to the EZH2-interacting region of EED, further supported by PCA analysis. Their non-toxic, drug-like properties and membrane permeability highlight their strong potential as lead candidates for developing EED-EZH2 interaction inhibitors.
期刊介绍:
Molecular Diversity is a new publication forum for the rapid publication of refereed papers dedicated to describing the development, application and theory of molecular diversity and combinatorial chemistry in basic and applied research and drug discovery. The journal publishes both short and full papers, perspectives, news and reviews dealing with all aspects of the generation of molecular diversity, application of diversity for screening against alternative targets of all types (biological, biophysical, technological), analysis of results obtained and their application in various scientific disciplines/approaches including:
combinatorial chemistry and parallel synthesis;
small molecule libraries;
microwave synthesis;
flow synthesis;
fluorous synthesis;
diversity oriented synthesis (DOS);
nanoreactors;
click chemistry;
multiplex technologies;
fragment- and ligand-based design;
structure/function/SAR;
computational chemistry and molecular design;
chemoinformatics;
screening techniques and screening interfaces;
analytical and purification methods;
robotics, automation and miniaturization;
targeted libraries;
display libraries;
peptides and peptoids;
proteins;
oligonucleotides;
carbohydrates;
natural diversity;
new methods of library formulation and deconvolution;
directed evolution, origin of life and recombination;
search techniques, landscapes, random chemistry and more;