1
|
Krishna Rao V, Paul S, Gulkis M, Shen Z, Nair H, Singh A, Li C, Sharma AK, Çağlayan M, Das C, Das B, Kundu CN, Narayan S, Guchhait SK. Molecular editing of NSC-666719 enabling discovery of benzodithiazinedioxide-guanidines as anticancer agents. RSC Med Chem 2024; 15:937-962. [PMID: 38516586 PMCID: PMC10953490 DOI: 10.1039/d3md00648d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 01/25/2024] [Indexed: 03/23/2024] Open
Abstract
DNA polymerase β (Polβ) is crucial for the base excision repair (BER) pathway of DNA damage repair and is an attractive target for suppressing tumorigenesis as well as chemotherapeutic intervention of cancer. In this study, a unique strategy of scaffold-hopping-based molecular editing of a bioactive agent NSC-666719 was investigated, which led to the development of new molecular motifs with Polβ inhibitory activity. NSC compound and its analogs (two series) were prepared, focusing on pharmacophore-based molecular diversity. Most compounds showed higher activities than the parent NSC-666719 and exhibited effects on apoptosis. The inhibitory activity of Polβ was evaluated in both in vitro reconstituted and in vivo intact cell systems. Compound 10e demonstrated significant Polβ interaction and inhibition characteristics, including direct, non-covalent, reversible, and comparable binding affinity. The investigated approach is useful, and the discovered novel analogs have a high potential for developing as anticancer therapeutics.
Collapse
Affiliation(s)
- Vajja Krishna Rao
- Department of Medicinal Chemistry, National Institute of Pharmaceutical Education and Research (NIPER) Sector 67, SAS Nagar Mohali Punjab 160062 India
| | - Subarno Paul
- Cancer Biology Division, School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University Campus-11, Patia Bhubaneswar-751024 Odisha India
| | - Mitchell Gulkis
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida 1200 Newell Drive Gainesville FL 32610 USA
| | - Zhihang Shen
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida 1345 Center Drive Gainesville FL 32610 USA
| | - Haritha Nair
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida 1200 Newell Drive Gainesville FL 32610 USA
| | - Amandeep Singh
- Department of Pharmacology, Penn State Cancer Institute, CH72, Penn State College of Medicine 500 University Drive Hershey PA 17033 USA
| | - Chenglong Li
- Department of Medicinal Chemistry, College of Pharmacy, University of Florida 1345 Center Drive Gainesville FL 32610 USA
| | - Arun K Sharma
- Department of Pharmacology, Penn State Cancer Institute, CH72, Penn State College of Medicine 500 University Drive Hershey PA 17033 USA
| | - Melike Çağlayan
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Florida 1200 Newell Drive Gainesville FL 32610 USA
| | - Chinmay Das
- Cancer Biology Division, School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University Campus-11, Patia Bhubaneswar-751024 Odisha India
| | - Biswajit Das
- Cancer Biology Division, School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University Campus-11, Patia Bhubaneswar-751024 Odisha India
| | - Chanakya N Kundu
- Cancer Biology Division, School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to be University Campus-11, Patia Bhubaneswar-751024 Odisha India
| | - Satya Narayan
- Department of Anatomy and Cell Biology, College of Medicine, University of Florida 1200 Newell Drive Gainesville FL 32610 USA
| | - Sankar K Guchhait
- Department of Medicinal Chemistry, National Institute of Pharmaceutical Education and Research (NIPER) Sector 67, SAS Nagar Mohali Punjab 160062 India
| |
Collapse
|
2
|
Oyewole RO, Oyebamiji AK, Semire B. Theoretical calculations of molecular descriptors for anticancer activities of 1, 2, 3-triazole-pyrimidine derivatives against gastric cancer cell line (MGC-803): DFT, QSAR and docking approaches. Heliyon 2020; 6:e03926. [PMID: 32462084 PMCID: PMC7243141 DOI: 10.1016/j.heliyon.2020.e03926] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 03/26/2020] [Accepted: 05/01/2020] [Indexed: 02/08/2023] Open
Abstract
This work used quantum chemical method via DFT to calculate molecular descriptors for the development of QSAR model to predict bioactivity (IC50- 50% inhibition concentration) of the selected 1, 2, 3-triazole-pyrimidine derivatives against receptor (human gastric cancer cell line, MGC-803). The selected molecular parameters were obtained by B3LYP/6-31G∗∗. QSAR model linked the molecular parameters of the studied compounds to their cytotoxicity and reproduced their observed bioactivities against MGC-803. The calculated IC50 tailored the observed IC50 and greater than standard compound, 5-fluorouracil, suggesting that the developed QSAR model reproduced the observed bioactivity. Statistical analyses (including R2, CV. R2 andR a 2 gave 0.950, 0.970 and 0.844 respectively) revealed a very good fitness. Molecular docking studies revealed the hydrogen bonding with the amino acid residues in the binding site, as well as ligand conformations which are essential feature for ligand-receptor interactions. Therefore, the methods used in this study are veritable tools that can be employed in pharmacological and medicinal chemistry researches in designing better drugs with improve potency.
Collapse
Affiliation(s)
- Rhoda Oyeladun Oyewole
- Department of Pure and Applied Chemistry, Faculty of Pure and Applied Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| | - Abel Kolawole Oyebamiji
- Department of Pure and Applied Chemistry, Faculty of Pure and Applied Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
- Department of Basic Sciences, Adeleke University, P.M.B. 250, Ede, Osun State, Nigeria
| | - Banjo Semire
- Department of Pure and Applied Chemistry, Faculty of Pure and Applied Sciences, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria
| |
Collapse
|
3
|
Toropova AP, Toropov AA, Benfenati E, Leszczynska D, Leszczynski J. Virtual Screening of Anti-Cancer Compounds: Application of Monte Carlo Technique. Anticancer Agents Med Chem 2019; 19:148-153. [PMID: 30360729 DOI: 10.2174/1871520618666181025122318] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 09/08/2017] [Accepted: 03/21/2018] [Indexed: 01/27/2023]
Abstract
Possibility and necessity of standardization of predictive models for anti-cancer activity are discussed. The hypothesis about rationality of common quantitative analysis of anti-cancer activity and carcinogenicity is developed. Potential of optimal descriptors to be used as a tool to build up predictive models for anti-cancer activity is examined from practical point of view. Various perspectives of application of optimal descriptors are reviewed. Stochastic nature of phenomena which are related to carcinogenic potential of various substances can be successfully detected and interpreted by the Monte Carlo technique. Hypothesises related to practical strategy and tactics of the searching for new anticancer agents are suggested.
Collapse
Affiliation(s)
- Alla P Toropova
- Department of Environmental Health Science, Laboratory of Environmental Chemistry and Toxicology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via La Masa 19, 20156 Milano, Italy
| | - Andrey A Toropov
- Department of Environmental Health Science, Laboratory of Environmental Chemistry and Toxicology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via La Masa 19, 20156 Milano, Italy
| | - Emilio Benfenati
- Department of Environmental Health Science, Laboratory of Environmental Chemistry and Toxicology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via La Masa 19, 20156 Milano, Italy
| | - Danuta Leszczynska
- Interdisciplinary Nanotoxicity Center, Department of Civil and Environmental; Engineering, Jackson State University, 1325 Lynch Street, Jackson, MS 39217-0510, United States
| | - Jerzy Leszczynski
- Interdisciplinary Nanotoxicity Center, Department of Chemistry and Biochemistry, Jackson State University, 1400 J. R. Lynch Street, P.O. Box 17910, Jackson, MS 39217, United States
| |
Collapse
|
4
|
Synthesis of 2-alkylthio- N-(quinazolin-2-yl)benzenesulfonamide derivatives: anticancer activity, QSAR studies, and metabolic stability. MONATSHEFTE FUR CHEMIE 2018; 149:1885-1898. [PMID: 30237621 PMCID: PMC6133092 DOI: 10.1007/s00706-018-2251-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Accepted: 06/04/2018] [Indexed: 12/11/2022]
Abstract
Abstract A new series of 2-alkylthio-N-(quinazolin-2-yl)benzenesulfonamide derivatives have been synthesized and evaluated in vitro for their antiproliferative activity by MTT assay against cancer cell lines HCT-116, MCF-7, and HeLa as well as the NCI-60 human tumor cell lines screen. In NCI screen, three compounds inhibited approximately 50% growth of RPMI-8226 and A549/ATCC cell lines. The mean of IC50 calculated in MTT assays for three tested cell lines was about 45 μM for four compounds. The QSAR allowed finding statistically significant OPLS models for HeLa cell line. Metabolic stability in vitro studies indicated favorable and unfavorable structural elements. The good metabolic stability, with t1/2 higher than 40 min, was observed for three derivatives, which together with their antiproliferative activity and good ADMET profile, makes them good leading structures for further research. Graphical abstract ![]()
Collapse
|
5
|
Zhou W, Fan Y, Cai X, Xiang Y, Jiang P, Dai Z, Chen Y, Tan S, Yuan Z. High-accuracy QSAR models of narcosis toxicities of phenols based on various data partition, descriptor selection and modelling methods. RSC Adv 2016. [DOI: 10.1039/c6ra21076g] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The environmental protection agency thinks that quantitative structure–activity relationship (QSAR) analysis can better replace toxicity tests.
Collapse
Affiliation(s)
- Wei Zhou
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
- Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization
| | - Yanjun Fan
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Xunhui Cai
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Yan Xiang
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Peng Jiang
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Zhijun Dai
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Yuan Chen
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Siqiao Tan
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
| | - Zheming Yuan
- Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests
- Hunan Agricultural University
- Changsha 410128
- P. R. China
- Hunan Provincial Key Laboratory of Crop Germplasm Innovation and Utilization
| |
Collapse
|
6
|
Filipowska A, Filipowski W, Tkacz E, Nowicka G, Struga M. Statistical Analysis of the Impact of Molecular Descriptors on Cytotoxicity of Thiourea Derivatives Incorporating 2-Aminothiazole Scaffold. Chem Pharm Bull (Tokyo) 2016; 64:1196-202. [DOI: 10.1248/cpb.c16-00317] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Anna Filipowska
- Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology
| | - Wojciech Filipowski
- Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology
| | - Ewaryst Tkacz
- Department of Biosensors and Processing of Biomedical Signals, Silesian University of Technology
| | - Grażyna Nowicka
- Department of Pharmacogenomics, Faculty of Pharmacy, Medical University of Warsaw
| | - Marta Struga
- Department of Pharmacogenomics, Faculty of Pharmacy, Medical University of Warsaw
| |
Collapse
|