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Yuan F, Li T, Xu X, Chen T, Cao Z. Identification of Novel PI3Kα Inhibitor Against Gastric Cancer: QSAR-, Molecular Docking-, and Molecular Dynamics Simulation-Based Analysis. Appl Biochem Biotechnol 2024:10.1007/s12010-024-04898-3. [PMID: 38507171 DOI: 10.1007/s12010-024-04898-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/04/2024] [Indexed: 03/22/2024]
Abstract
Gastric cancer (GC) is a malignant tumor with global incidence and death ranking fifth and fourth, respectively. GC patients nevertheless have a poor prognosis despite the effectiveness of more advanced chemotherapy and surgical treatment options. The second most frequently mutated gene in GC is PI3Kalpha, a confirmed oncogene that results in abnormal PI3K/AKT/mTOR signaling, causing enhanced translation, proliferation, and survival, and is mutated in 7-25% of GC patients. The protein PI3Kalpha was targeted in the present study by utilizing machine learning (ML), molecular docking, and simulation. A total of 9214 molecules from the DrugBank database were chosen for the first screening. A training set for 6770 compounds tested against PI3Kalpha was assessed to create a quantitative structure-activity relationship-based machine learning model using five different classification algorithms: random forest, random tree, J48 pruned tree, decision stump, and REPTree. Furthermore, consideration was given to the random forest classifier for screening based on its performance index (Kappa statistics, ROC, and MCC). Overall, 1539 of the 9214 drug bank compounds were predicted to be active. Thereafter, three pharmacological filters, Lipinski's rule, Ghose filter, and Veber rule, were applied to test the drug-like properties of the screened compounds. Twenty-six of 1593 compounds showed excellent drug-like properties and were further considered for molecular docking. Thereafter, two compounds were screened as hits because they possessed the molecular docked position with the lowest binding energy and an excellent bonding profile. The binding stability of the selected compounds was further assessed through molecular dynamics simulations for up to 100 ns. Furthermore, compound 1-(3-(2,4-dimethylthiazol-5-YL)-4-oxo-2,4-dihydroindeno[1,2-C]pyrazol-5-YL)-3-(4-methylpiperazin-1-YL) urea was selected as a potential hit in the final screening by analyzing a number of parameters, including the Rg, RMSD, RMSF, H bonding, and SASA profile. Therefore, we conclude that compound 1-(3-(2, 4-dimethylthiazol-5-YL)-4-oxo-2,4-dihydroindeno[1,2-C]pyrazol-5-YL)-3-(4-methylpiperazin-1-YL) urea has efficient inhibitory potential against PI3Kalpha protein and could be utilized for the development of effective drugs against GC.
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Affiliation(s)
- Fang Yuan
- First Clinical College of Shandong, University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Lixia District, Jinan City, 250014, Shandong Province, China
- The First Department of Digestion, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 42 Wenhuaxi Road, Jinan City, 250011, Shandong Province, China
| | - Ting Li
- Department of the Cancer Center, Shandong Provincial Third Hospital, Shandong University, No. 11, Wuyingshan Road, Jinan City, 250000, Shandong Province, China
| | - Xinjie Xu
- TCM Department, Second Affiliated Hospital of Shandong First Medical University, No. 366 Taishan Street, Taian, 271000, China
| | - Ting Chen
- First Clinical College of Shandong, University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Lixia District, Jinan City, 250014, Shandong Province, China
- The First Department of Digestion, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 42 Wenhuaxi Road, Jinan City, 250011, Shandong Province, China
| | - Zhiqun Cao
- First Clinical College of Shandong, University of Traditional Chinese Medicine, No. 16369 Jingshi Road, Lixia District, Jinan City, 250014, Shandong Province, China.
- The First Department of Digestion, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 42 Wenhuaxi Road, Jinan City, 250011, Shandong Province, China.
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2
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Divya V, Pushpa VL. High-throughput virtual screening followed by in vitro investigation to identify new lead inhibitors of Cyclin Dependent Kinase 4. J Mol Graph Model 2021; 109:108020. [PMID: 34592583 DOI: 10.1016/j.jmgm.2021.108020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 07/11/2021] [Accepted: 09/02/2021] [Indexed: 11/15/2022]
Abstract
In the family of serine/threonine kinases, Cyclin Dependent Kinase 4 (CDK4), is an important regulator in numerous signal transduction pathways. The cell cycle is dysregulated in human breast adenocarcinoma (MCF-7). A set of various categorical QSAR models were generated and validated in the current examination. A recursive partition model, with predictive ability shown by an accuracy of greater than 0.90, was used for virtual screening of 500,000 molecules. Following a consecutive series of molecular docking procedures, followed by pharmacokinetic analysis of 49759 molecules predicted to have pIC50 greater than 7.39, 25 molecules displayed properties that could be described as drug-like. We selected the lead molecules in the MCF-7 cell line based on its ability to promote cell cycle progression.
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Affiliation(s)
- V Divya
- Department of Chemistry, Milad-E-Sherief Memorial College, Kayamkulam, Affiliated to University of Kerala, Kerala, PIN: 690502, India.
| | - V L Pushpa
- Research Department of Chemistry, DST-FIST Supported Department Sree Narayana College, Kollam, Affiliated to University of Kerala, Kerala, PIN: 691001, India.
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3
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Ramu G, Kodiripaka BG, Raga Chaitanya K, Nagendra Babu B. A facile and metal-free domino reaction of TsDAM and 2-alkenylarylaldehyde: An easy access to 8-hydroxy-2,8-dihydro indeno [2,1- c]pyrazoles. Org Biomol Chem 2021; 19:4118-4125. [PMID: 33861295 DOI: 10.1039/d1ob00262g] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
An efficient straightforward metal free domino approach was developed for the synthesis of various 8-hydroxy-2,8-dihydroindeno[2,1-c]pyrazoles via [3 + 2] cycloaddition of substituted alkenes and TsDAM (TosylDiAzoMethane). The salient features of this protocol include high efficiency, mild reaction conditions, greener solvent, metal-free reaction, scalability and broad substrate scope along with high regioselectivity and yields.
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Affiliation(s)
- Gopathi Ramu
- Department of Fluoro-AgroChemicals, CSIR-Indian Institute of Chemical Technology, Hyderabad 500 007, India. and Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201 002, India
| | | | - Kalakonda Raga Chaitanya
- Department of Fluoro-AgroChemicals, CSIR-Indian Institute of Chemical Technology, Hyderabad 500 007, India. and Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201 002, India
| | - Bathini Nagendra Babu
- Department of Fluoro-AgroChemicals, CSIR-Indian Institute of Chemical Technology, Hyderabad 500 007, India. and Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201 002, India
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4
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Mor S, Khatri M, Punia R, Sindhu S. Recent Progress on Anticancer Agents Incorporating Pyrazole Scaffold. Mini Rev Med Chem 2021; 22:115-163. [PMID: 33823764 DOI: 10.2174/1389557521666210325115218] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 02/01/2021] [Accepted: 02/07/2021] [Indexed: 11/22/2022]
Abstract
The search of new anticancer agents is considered as a dynamic field of medicinal chemistry. In recent years, the synthesis of compounds with anticancer potential has increased and a large number of structurally varied compounds displaying potent anticancer activities have been published. Pyrazole is an important biologically active scaffold that possessed nearly all types of biological activities. The aim of this review is to collate literature work reported by researchers to provide an overview on in vivo and in vitro anticancer activities of pyrazole based derivatives among the diverse biological activities displayed by them and also presents recent efforts made on this heterocyclic moiety regarding anticancer activities. This review has been driven from the increasing number of publications, on this issue, which have been reported in the literature since the ending of the 20th century (from 1995-to date).
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Affiliation(s)
- Satbir Mor
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Mohini Khatri
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Ravinder Punia
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
| | - Suchita Sindhu
- Department of Chemistry, Guru Jambheshwar University of Science & Technology, Hisar-125001, Haryana. India
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5
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Khan I, Shareef MA, Kumar CG. An overview on the synthetic and medicinal perspectives of indenopyrazoles. Eur J Med Chem 2019; 178:1-12. [DOI: 10.1016/j.ejmech.2019.05.070] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Revised: 05/25/2019] [Accepted: 05/25/2019] [Indexed: 02/07/2023]
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6
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Volkart PA, Bitencourt-Ferreira G, Souto AA, de Azevedo WF. Cyclin-Dependent Kinase 2 in Cellular Senescence and Cancer. A Structural and Functional Review. Curr Drug Targets 2019; 20:716-726. [DOI: 10.2174/1389450120666181204165344] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 11/27/2018] [Accepted: 11/28/2018] [Indexed: 02/03/2023]
Abstract
<P>Background: Cyclin-dependent kinase 2 (CDK2) has been studied due to its role in the
cell-cycle progression. The elucidation of the CDK2 structure paved the way to investigate the molecular
basis for inhibition of this enzyme, with the coordinated efforts combining crystallography with
functional studies.
</P><P>
Objective: Our goal here is to review recent functional and structural studies directed to understanding
the role of CDK2 in cancer and senescence.
</P><P>
Methods: There are over four hundreds of crystallographic structures available for CDK2, many of
them with binding affinity information. We use this abundance of data to analyze the essential features
responsible for the inhibition of CDK2 and its function in cancer and senescence.
</P><P>
Results: The structural and affinity data available CDK2 makes it possible to have a clear view of the
vital CDK2 residues involved in molecular recognition. A detailed description of the structural basis
for ligand binding is of pivotal importance in the design of CDK2 inhibitors. Our analysis shows the
relevance of the residues Leu 83 and Asp 86 for binding affinity. The recent findings revealing the
participation of CDK2 inhibition in senescence open the possibility to explore the richness of structural
and affinity data for a new era in the development of CDK2 inhibitors, targeting cellular senescence.
</P><P>
Conclusion: Here, we analyzed structural information for CDK2 in combination with inhibitors and
mapped the molecular aspects behind the strongest CDK2 inhibitors for which structures and ligandbinding
affinity data were available. From this analysis, we identified the significant intermolecular
interactions responsible for binding affinity. This knowledge may guide the future development of
CDK2 inhibitors targeting cancer and cellular senescence.</P>
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Affiliation(s)
- Priscylla Andrade Volkart
- School of Sciences - Pontifical Catholic University of Rio Grande do Sul (PUCRS). Av. Ipiranga, 6681 Porto Alegre/RS 90619-900, Brazil
| | - Gabriela Bitencourt-Ferreira
- School of Sciences - Pontifical Catholic University of Rio Grande do Sul (PUCRS). Av. Ipiranga, 6681 Porto Alegre/RS 90619-900, Brazil
| | - André Arigony Souto
- School of Sciences - Pontifical Catholic University of Rio Grande do Sul (PUCRS). Av. Ipiranga, 6681 Porto Alegre/RS 90619-900, Brazil
| | - Walter Filgueira de Azevedo
- School of Sciences - Pontifical Catholic University of Rio Grande do Sul (PUCRS). Av. Ipiranga, 6681 Porto Alegre/RS 90619-900, Brazil
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Ghodsi F, Habibi-Khorassani SM, Shahraki M, Emamian S, Ríos-Gutiérrez M, Domingo LR. Understanding the domino reactions of alkyne-tethered N-tosylhydrazones yielding fused polycyclic pyrazoles. An MEDT study. Tetrahedron 2019. [DOI: 10.1016/j.tet.2019.03.059] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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8
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Design, synthesis, in silico pharmacokinetics prediction and biological evaluation of 1,4-dihydroindeno[1,2-c]pyrazole chalcone as EGFR /Akt pathway inhibitors. Eur J Med Chem 2019; 163:636-648. [DOI: 10.1016/j.ejmech.2018.12.011] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 12/04/2018] [Accepted: 12/05/2018] [Indexed: 01/07/2023]
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9
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Mahajan P, Chashoo G, Gupta M, Kumar A, Singh PP, Nargotra A. Fusion of Structure and Ligand Based Methods for Identification of Novel CDK2 Inhibitors. J Chem Inf Model 2017; 57:1957-1969. [PMID: 28723151 DOI: 10.1021/acs.jcim.7b00293] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Cyclin dependent kinases play a central role in cell cycle regulation which makes them a promising target with multifarious therapeutic potential. CDK2 regulates various events of the eukaryotic cell division cycle, and the pharmacological evidence indicates that overexpression of CDK2 causes abnormal cell-cycle regulation, which is directly associated with hyperproliferation of cancer cells. Therefore, CDK2 is regarded as a potential target molecule for anticancer medication. Thus, to decline CDK2 activity by potential lead compounds has proved to be an effective treatment for cancer. The availability of a large number of X-ray crystal structures and known inhibitors of CDK2 provides a gateway to perform efficient computational studies on this target. With the aim to identify new chemical entities from commercial libraries, with increased inhibitory potency for CDK2, ligand and structure based computational drug designing approaches were applied. A druglike library of 50,000 compounds from ChemDiv and ChemBridge databases was screened against CDK2, and 110 compounds were identified using the parallel application of these models. On in vitro evaluation of 40 compounds, seven compounds were found to have more than 50% inhibition at 10 μM. MD studies of the hits revealed the stability of these inhibitors and pivotal role of Glu81 and Leu83 for binding with CDK2. The overall study resulted in the identification of four new chemical entities possessing CDK2 inhibitory activity.
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Affiliation(s)
- Priya Mahajan
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
| | - Gousia Chashoo
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
| | - Monika Gupta
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
| | - Amit Kumar
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
| | - Parvinder Pal Singh
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
| | - Amit Nargotra
- Discovery Informatics, ‡Cancer Pharmacology, §Medicinal Chemistry, and ∥Academy of Scientific and Innovative Research, CSIR-Indian Institute of Integrative Medicine , Canal Road, Jammu 180001, India
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10
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Zheng Y, Zhang X, Yao R, Wen Y, Huang J, Xu X. 1,3-Dipolar Cycloaddition of Alkyne-Tethered N-Tosylhydrazones: Synthesis of Fused Polycyclic Pyrazoles. J Org Chem 2016; 81:11072-11080. [DOI: 10.1021/acs.joc.6b02076] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Yang Zheng
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
| | - Xiaolu Zhang
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
| | - Ruwei Yao
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
| | - YueCheng Wen
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
| | - Jingjing Huang
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
| | - Xinfang Xu
- Key Laboratory of Organic
Synthesis of Jiangsu Province, College of Chemistry, Chemical Engineering
and Materials Science; Analysis and Testing Centre, Soochow University, Suzhou 215123, China
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11
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Mor S, Mohil R, Nagoria S, Kumar A, Lal K, Kumar D, Singh V. Regioselective Synthesis, Antimicrobial Evaluation and QSAR Studies of Some 3-Aryl-1-heteroarylindeno[1,2-c]pyrazol-4(1H)-ones. J Heterocycl Chem 2016. [DOI: 10.1002/jhet.2710] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Satbir Mor
- Department of Chemistry; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Rajni Mohil
- Department of Chemistry; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Savita Nagoria
- Department of Chemistry; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Ashwani Kumar
- Department of Pharmaceutical Sciences; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Kashmiri Lal
- Department of Chemistry; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Devinder Kumar
- Department of Chemistry; Guru Jambheshwar University of Science & Technology; Hisar-125001 Haryana India
| | - Virender Singh
- Department of Chemistry; Dr. B. R. Ambedkar National Institute of Technology (NIT); Jalandhar-144011 Punjab India
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12
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Mor S, Nagoria S, Kumar A, Monga J, Lohan S. Convenient synthesis, anticancer evaluation and QSAR studies of some thiazole tethered indenopyrazoles. Med Chem Res 2016. [DOI: 10.1007/s00044-016-1528-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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13
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Wróbel TM, Kiełbus M, Kaczor AA, Kryštof V, Karczmarzyk Z, Wysocki W, Fruziński A, Król SK, Grabarska A, Stepulak A, Matosiuk D. Discovery of nitroaryl urea derivatives with antiproliferative properties. J Enzyme Inhib Med Chem 2015; 31:608-18. [PMID: 26114307 DOI: 10.3109/14756366.2015.1057716] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
A series of urea derivatives bearing nitroaryl moiety has been synthesized and assayed for their potential antiproliferative activities. Some of the tested compounds displayed activity in RK33 laryngeal cancer cells and TE671 rhabdomyosarcoma cells while being generally less toxic to healthy HSF human fibroblasts cells. One compound was demonstrated to be a moderate CDK2 inhibitor with IC50 = 14.3 µM. Its structure was solved by an X-ray crystallography and molecular modelling was performed to determine structure-activity relationship. Obtained compounds constitute novel structures and generally demonstrated greater cytotoxicity in comparison to cisplatin. This study offers new structural motifs with potential for further development.
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Affiliation(s)
- Tomasz M Wróbel
- a Department of Synthesis and Chemical Technology of Pharmaceutical Substances and
| | - Michał Kiełbus
- b Department of Biochemistry and Molecular Biology , Medical University of Lublin , Lublin , Poland
| | - Agnieszka A Kaczor
- a Department of Synthesis and Chemical Technology of Pharmaceutical Substances and.,c School of Pharmacy, University of Eastern Finland , Kuopio , Finland
| | - Vladimír Kryštof
- d Laboratory of Growth Regulators, Centre of the Region Haná for Biotechnological and Agricultural Research, Institute of Experimental Botany ASCR & Palacký University , Olomouc , Czech Republic
| | - Zbigniew Karczmarzyk
- e Department of Chemistry , Siedlce University of Natural Sciences and Humanities , Siedlce , Poland , and
| | - Waldemar Wysocki
- e Department of Chemistry , Siedlce University of Natural Sciences and Humanities , Siedlce , Poland , and
| | - Andrzej Fruziński
- f Institute of General and Ecological Chemistry, Technical University of Lodz , Lodz , Poland
| | - Sylwia K Król
- b Department of Biochemistry and Molecular Biology , Medical University of Lublin , Lublin , Poland
| | - Aneta Grabarska
- b Department of Biochemistry and Molecular Biology , Medical University of Lublin , Lublin , Poland
| | - Andrzej Stepulak
- b Department of Biochemistry and Molecular Biology , Medical University of Lublin , Lublin , Poland
| | - Dariusz Matosiuk
- a Department of Synthesis and Chemical Technology of Pharmaceutical Substances and
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Shahlaei M, Fassihi A, Saghaie L, Arkan E, Madadkar-Sobhani A, Pourhossein A. Computational evaluation of some indenopyrazole derivatives as anticancer compounds; application of QSAR and docking methodologies. J Enzyme Inhib Med Chem 2011; 28:16-32. [DOI: 10.3109/14756366.2011.618991] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Mohsen Shahlaei
- Department of Medicinal Chemistry, School of Pharmacy and Isfahan Pharmaceutical Sciences Research Center, Isfahan University of Medical Sciences,
Isfahan, I.R. Iran
- Department of Medicinal Chemistry, Faculty of Pharmacy, Kermanshah University of Medical Sciences,
Kermanshah, I.R.Iran
| | - Afshin Fassihi
- Department of Medicinal Chemistry, School of Pharmacy and Isfahan Pharmaceutical Sciences Research Center, Isfahan University of Medical Sciences,
Isfahan, I.R. Iran
| | - Lotfollah Saghaie
- Department of Medicinal Chemistry, School of Pharmacy and Isfahan Pharmaceutical Sciences Research Center, Isfahan University of Medical Sciences,
Isfahan, I.R. Iran
| | - Elham Arkan
- Department of Medical Nanotechnology, School of Advanced Medical Technologies
| | - Armin Madadkar-Sobhani
- Department of Life Sciences, Barcelona Supercomputing Center,
Edificio Nexus II, Barcelona, Spain
- Department of Bioinformatics, Institute of Biophysics and Biochemistry, University of Tehran,
Tehran, I.R.Iran
| | - Alireza Pourhossein
- Young Researchers Club, Kermanshah branch, Islamic Azad University,
Kermanshah, I.R.Iran
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15
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Design, synthesis of some 2,6,9-trisubstituted purinyl thioureido derivatives and evaluation of antimicrobial activity. Med Chem Res 2011. [DOI: 10.1007/s00044-011-9682-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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16
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Yuan H, Lu T, Ran T, Liu H, Lu S, Tai W, Leng Y, Zhang W, Wang J, Chen Y. Novel Strategy for Three-Dimensional Fragment-Based Lead Discovery. J Chem Inf Model 2011; 51:959-74. [DOI: 10.1021/ci200003c] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Haoliang Yuan
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Tao Lu
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Ting Ran
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Haichun Liu
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Shuai Lu
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Wenting Tai
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Ying Leng
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Weiwei Zhang
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Jian Wang
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Yadong Chen
- Laboratory of Molecular Design and Drug Discovery, School of Basic Science, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
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17
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Saghaie L, Shahlaei M, Madadkar-Sobhani A, Fassihi A. Application of partial least squares and radial basis function neural networks in multivariate imaging analysis-quantitative structure activity relationship: Study of cyclin dependent kinase 4 inhibitors. J Mol Graph Model 2010; 29:518-28. [DOI: 10.1016/j.jmgm.2010.10.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2010] [Revised: 09/25/2010] [Accepted: 10/04/2010] [Indexed: 11/16/2022]
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18
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Verma RK, Ila H, Singh MS. Heteroaromatic annulation studies on 2-[bis(methylthio)methylene]-1,3-indanedione: efficient routes to indenofused heterocycles. Tetrahedron 2010. [DOI: 10.1016/j.tet.2010.07.031] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Piguel S, Legraverend M. Selective Amidation of 2,6-Dihalogenopurines: Application to the Synthesis of New 2,6,9-Trisubstituted Purines. J Org Chem 2007; 72:7026-9. [PMID: 17685576 DOI: 10.1021/jo071196p] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
We report herein the palladium(0)/Xantphos-catalyzed cross-coupling of various amides with 2,6-dihalogenopurines, with substituent-dependent regioselectivity. Furthermore, subjecting the same 2,6-dihalogenopurines to SNAr conditions with amide/NaH in DMF leads to inverted regioselectivity albeit in lower yield. These methodologies allow the two-step synthesis of new 2,6,9-trisubstituted purines from readily available 2,6-dihalogenopurines.
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Moriarty KJ, Koblish H, Johnson DL, Galemmo RA. Progress in the Development of Agents to Control the Cell Cycle. ACTA ACUST UNITED AC 2007. [DOI: 10.1007/7355_2006_006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
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Singh SK, Dessalew N, Bharatam PV. 3D-QSAR CoMFA study on indenopyrazole derivatives as cyclin dependent kinase 4 (CDK4) and cyclin dependent kinase 2 (CDK2) inhibitors. Eur J Med Chem 2006; 41:1310-9. [PMID: 16890327 DOI: 10.1016/j.ejmech.2006.06.010] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 03/10/2006] [Accepted: 06/23/2006] [Indexed: 11/24/2022]
Abstract
Cyclin dependent kinases (CDKs) have appeared as an important drug targets over the years with diverse therapeutic potentials. With the objective of designing new chemical entities with enhanced inhibitory potencies against CDK 2 (CDK2) and CDK 4 (CDK4), the 3D-QSAR CoMFA study carried out on indenopyrazole derivatives as inhibitors of these kinases is presented here. The developed model showed a strong correlative and predictive capability having a cross validated correlation co-efficient of 0.747 for CDK4 and 0.755 for CDK2 inhibitions. The conventional and predictive correlation co-efficients were, respectively, found to be 0.913 and 0.760 for CDK4, 0.941 and 0.765 for CDK2. The models could be employed to design ligands with enhanced inhibitory potencies and/or to predict the potencies of analogues to guide synthesis.
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Affiliation(s)
- S K Singh
- Pharmacoinformatics Division, National Institute of Pharmaceutical Education and Research (NIPER), Sector 67, SAS Nagar, Mohali 160062, Punjab, India.
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Tao ZF, Sowin TJ, Lin NH. A facile synthesis of antitumoral indeno[1,2-c]pyrazole-4-one by mild oxidation with molecular oxygen. Tetrahedron Lett 2005. [DOI: 10.1016/j.tetlet.2005.08.147] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Park H, Yeom MS, Lee S. Loop Flexibility and Solvent Dynamics as Determinants for the Selective Inhibition of Cyclin-Dependent Kinase 4: Comparative Molecular Dynamics Simulation Studies of CDK2 and CDK4. Chembiochem 2004; 5:1662-72. [PMID: 15505811 DOI: 10.1002/cbic.200400214] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The design and discovery of selective cyclin-dependent kinase 4 (CDK4) inhibitors have been actively pursued in order to develop therapeutic cancer treatments. By means of a consecutive computational protocol involving homology modeling, docking experiments, and molecular dynamics simulations, we examine the characteristic structural and dynamic properties that distinguish CDK4 from CDK2 in its complexation with selective inhibitors. The results for all three CDK4-selective inhibitors under investigation show that the large-amplitude motion of a disordered loop of CDK4 is damped out in the presence of the inhibitors whereas their binding in the CDK2 active site has little effect on the loop flexibility. It is also found that the binding preference of CDK4- selective inhibitors for CDK4 over CDK2 stems from the reduced solvent accessibility in the active site of the former due to the formation of a stable hydrogen-bond triad by the Asp99, Arg101, and Thr102 side chains at the top of the active-site gorge. Besides the differences in loop flexibility and solvent accessibility, the dynamic stabilities of the hydrogen bonds between the inhibitors and the side chain of the lysine residue at the bottom of the active site also correlate well with the relative binding affinities of the inhibitors for the two CDKs. These results highlight the usefulness of this computational approach in evaluating the selectivity of a CDK inhibitor, and demonstrate the necessity of considering protein flexibility and solvent effects in designing new selective CDK4-selective inhibitors.
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Affiliation(s)
- Hwangseo Park
- School of Chemistry and Molecular Engineering, Seoul National University, Seoul 151-747, Korea.
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