Evidence map›Paper›PMID 22139479›Full record

ArticleJournal of molecular modeling2012

Molecular simulation of a series of benzothiazole PI3Kα inhibitors: probing the relationship between structural features, anti-tumor potency and selectivity.

Jinan Wang, Fangfang Wang, Zhengtao Xiao, Guowen Sheng, Yan Li, Yonghua Wang

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Article in Journal of molecular modeling, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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3 · Its place in the literature

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5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jinan WangCenter of Bioinformatics, Northwest A & F University, Yangling, Shaanxi 712100, China.
Fangfang Wang
Zhengtao Xiao
Guowen Sheng
Yan Li
Yonghua Wang

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The phosphatidylinositol 3-kinase α (PI3Kα) was genetically validated as a promising therapeutic target for developing novel anticancer drugs. In order to explore the structure-activity correlation of benzothiazole series as inhibitors of PI3Kα, comparative molecular field analysis (CoMFA), comparative molecular similarity indices analysis (CoMSIA) were performed on 61 promising molecules to build 3D-QSAR models based on both the ligand- and receptor-based methods. The best CoMFA and CoMSIA models had a cross-validated coefficient r(cv)(2) of 0.618 and 0.621, predicted correlation coefficient r(pred) (2) of 0.812 and 0.83, respectively, proving their high correlative and predictive abilities on both the training and test sets. In addition, docking analysis and molecular dynamics simulation (MD) were also applied to elucidate the probable binding modes of these inhibitors at the ATP binding pocket. Based on the contour maps and MD results, some key structural factors responsible for the activity of this series of compounds were revealed as follows: (1) Ring-A has a strong preference for bulky hydrophobic or aromatic groups; (2) Electron-withdrawing groups at the para position of ring-B and hydrophilic substituents in ring-B region may benefit the potency; (3) A polar substituent like -NHSO(2)- between ring-A and ring-B can enhance the activity of the drug by providing hydrogen bonding interaction with the protein target. The satisfactory results obtained from this work strongly suggest that the developed 3D-QSAR models and the obtained PI3Kα inhibitor binding structures are reasonable for the prediction of the activity of new inhibitors and be helpful in future PI3Kα inhibitor design.

Indexed as

Molecular Dynamics SimulationQuantitative Structure-Activity RelationshipAntineoplastic AgentsBenzothiazolesBinding SitesEnzyme InhibitorsHydrogen BondingHydrophobic and Hydrophilic InteractionsLigandsPhosphatidylinositol 3-KinasePhosphoinositide-3 Kinase InhibitorsAntineoplastic AgentsbenzothiazoleBenzothiazolesEnzyme InhibitorsLigandsPhosphatidylinositol 3-KinasePhosphoinositide-3 Kinase Inhibitors

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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.