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Jiang GL, Song LH, Qiu YF, Liu Y. 3D-QSAR and Docking Studies on Pyrimidine Derivatives of Second-Generation ALK Inhibitors. PHARMACEUTICAL FRONTS 2022. [DOI: 10.1055/s-0042-1750044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
Abstract
AbstractAnaplastic lymphoma kinase (ALK) is a promising target for the treatment of non-small cell lung cancer. Under crizotinib treatment, drug resistance and progressive disease appeared after the point mutations arising in the kinase domain of ALK. Second-generation ALK inhibitors can solve the deficiencies of the first generation, especially the drug resistance in cancer chemotherapy. Ceritinib (LDK378), a pyrimidine derivative, for example, can inhibit the activity of ALK with an IC50 value of 40.7 nmol/L, and can experience disease progression after initial treatment with crizotinib. Unfortunately, clear structure–activity relationships have not been identified to date, impeding the rational design of future compounds possessing ALK inhibition activity. To explore interesting insights into the structures of pyrimidine derivatives that influence the activities of the second-generation ALK inhibitors, three-dimensional quantitative structure–activity relationship (3D-QSAR) and molecular docking were performed on a total of 45 derivatives of pyrimidine. Comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) techniques were used to generate 3D-QSAR models. CoMFA and CoMSIA were performed using the Sybyl X 2.0 package. Molecular docking analysis was performed using the Surflex-Dock module in SYBYL-X 2.0 package. We found in the CoMFA model that the non-cross-validated r2
value was 0.998, the cross-validated q
2 value was 0.663, and the F statistic value was 2,401.970, while the r2
value was 0.988; q
2 value was 0.730, and F value was 542.933 in CoMSIA models, suggesting the good predictability of the CoMFA and CoMSIA models. 3D contour maps and docking results suggested that different groups on the core parts of the compounds could enhance the biological activities. Based on these results, the established 3D-QSAR models and the binding structures of ALK inhibitors obtained favor the prediction of the activity of new inhibitors and will be helpful in the reasonable design of ALK inhibitors in the future.
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Affiliation(s)
- Gang-Long Jiang
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Pharmaceutical Process, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
| | - Lian-Hua Song
- Collaborative Innovation Center of Yangtze River Delta Region Green Pharmaceuticals, Zhejiang University of Technology, Hangzhou, People's Republic of China
| | - Yong-Fu Qiu
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Pharmaceutical Process, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
| | - Yu Liu
- Novel Technology Center of Pharmaceutical Chemistry, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
- Shanghai Engineering Research Center of Pharmaceutical Process, Shanghai Institute of Pharmaceutical Industry Co., Ltd., China State institute of Pharmaceutical Industry, Shanghai, People's Republic of China
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Goel P, Alam O, Naim MJ, Nawaz F, Iqbal M, Alam MI. Recent advancement of piperidine moiety in treatment of cancer- A review. Eur J Med Chem 2018; 157:480-502. [DOI: 10.1016/j.ejmech.2018.08.017] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 03/26/2018] [Accepted: 08/04/2018] [Indexed: 12/23/2022]
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Li DD, Wu FL, Wang ZH, Huang LL, Yin Y, Wu FH. Identification of 2,4-diarylaminopyrimidine analogues as ALK inhibitors by using 3D-QSAR, molecular docking, and molecular dynamics simulations. MONATSHEFTE FUR CHEMIE 2017. [DOI: 10.1007/s00706-017-1999-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Sharma MK, Murumkar PR, Giridhar R, Yadav MR. Exploring structural requirements for peripherally acting 1,5-diaryl pyrazole-containing cannabinoid 1 receptor antagonists for the treatment of obesity. Mol Divers 2015; 19:871-93. [DOI: 10.1007/s11030-015-9611-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 07/01/2015] [Indexed: 10/23/2022]
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Wang P, Cai J, Chen J, Ji M. Synthesis and anticancer activities of ceritinib analogs modified in the terminal piperidine ring. Eur J Med Chem 2015; 93:1-8. [DOI: 10.1016/j.ejmech.2015.01.056] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Revised: 01/26/2015] [Accepted: 01/27/2015] [Indexed: 10/24/2022]
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