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Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis
Hederagenin (He) is a novel triterpene template for the development of new antitumor compounds. In this study, 26 new He–pyrazine derivatives were synthetized in an attempt to develop potent antitumor agents; they were screened for in vitro cytotoxicity against tumor and non-tumor cell lines. The ma...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6213900/ https://www.ncbi.nlm.nih.gov/pubmed/30274380 http://dx.doi.org/10.3390/ijms19102994 |
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author | Fang, Kang Zhang, Xiao-Hua Han, Yao-Tian Wu, Gao-Rong Cai, De-Sheng Xue, Nan-Nan Guo, Wen-Bo Yang, Yu-Qin Chen, Meng Zhang, Xin-Yu Wang, Hui Ma, Tao Wang, Peng-Long Lei, Hai-Min |
author_facet | Fang, Kang Zhang, Xiao-Hua Han, Yao-Tian Wu, Gao-Rong Cai, De-Sheng Xue, Nan-Nan Guo, Wen-Bo Yang, Yu-Qin Chen, Meng Zhang, Xin-Yu Wang, Hui Ma, Tao Wang, Peng-Long Lei, Hai-Min |
author_sort | Fang, Kang |
collection | PubMed |
description | Hederagenin (He) is a novel triterpene template for the development of new antitumor compounds. In this study, 26 new He–pyrazine derivatives were synthetized in an attempt to develop potent antitumor agents; they were screened for in vitro cytotoxicity against tumor and non-tumor cell lines. The majority of these derivatives showed much stronger cytotoxic activity than He. Remarkably, the most potent was compound 9 (half maximal inhibitory concentration (IC(50)) was 3.45 ± 0.59 μM), which exhibited similar antitumor activities against A549 (human non-small-cell lung cancer) as the positive drug cisplatin (DDP; IC(50) was 3.85 ± 0.63 μM), while it showed lower cytotoxicity on H9c2 (murine heart myoblast; IC(50) was 16.69 ± 0.12 μM) cell lines. Compound 9 could induce the early apoptosis and evoke cell-cycle arrest at the synthesis (S) phase of A549 cells. Impressively, we innovatively introduced the method of cluster analysis modeled as partial least squares discriminant analysis (PLS-DA) into the structure–activity relationship (SAR) evaluation, and SAR confirmed that pyrazine had a profound effect on the antitumor activity of He. The present studies highlight the importance of pyrazine derivatives of He in the discovery and development of novel antitumor agents. |
format | Online Article Text |
id | pubmed-6213900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-62139002018-11-14 Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis Fang, Kang Zhang, Xiao-Hua Han, Yao-Tian Wu, Gao-Rong Cai, De-Sheng Xue, Nan-Nan Guo, Wen-Bo Yang, Yu-Qin Chen, Meng Zhang, Xin-Yu Wang, Hui Ma, Tao Wang, Peng-Long Lei, Hai-Min Int J Mol Sci Article Hederagenin (He) is a novel triterpene template for the development of new antitumor compounds. In this study, 26 new He–pyrazine derivatives were synthetized in an attempt to develop potent antitumor agents; they were screened for in vitro cytotoxicity against tumor and non-tumor cell lines. The majority of these derivatives showed much stronger cytotoxic activity than He. Remarkably, the most potent was compound 9 (half maximal inhibitory concentration (IC(50)) was 3.45 ± 0.59 μM), which exhibited similar antitumor activities against A549 (human non-small-cell lung cancer) as the positive drug cisplatin (DDP; IC(50) was 3.85 ± 0.63 μM), while it showed lower cytotoxicity on H9c2 (murine heart myoblast; IC(50) was 16.69 ± 0.12 μM) cell lines. Compound 9 could induce the early apoptosis and evoke cell-cycle arrest at the synthesis (S) phase of A549 cells. Impressively, we innovatively introduced the method of cluster analysis modeled as partial least squares discriminant analysis (PLS-DA) into the structure–activity relationship (SAR) evaluation, and SAR confirmed that pyrazine had a profound effect on the antitumor activity of He. The present studies highlight the importance of pyrazine derivatives of He in the discovery and development of novel antitumor agents. MDPI 2018-09-30 /pmc/articles/PMC6213900/ /pubmed/30274380 http://dx.doi.org/10.3390/ijms19102994 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fang, Kang Zhang, Xiao-Hua Han, Yao-Tian Wu, Gao-Rong Cai, De-Sheng Xue, Nan-Nan Guo, Wen-Bo Yang, Yu-Qin Chen, Meng Zhang, Xin-Yu Wang, Hui Ma, Tao Wang, Peng-Long Lei, Hai-Min Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title | Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title_full | Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title_fullStr | Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title_full_unstemmed | Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title_short | Design, Synthesis, and Cytotoxic Analysis of Novel Hederagenin–Pyrazine Derivatives Based on Partial Least Squares Discriminant Analysis |
title_sort | design, synthesis, and cytotoxic analysis of novel hederagenin–pyrazine derivatives based on partial least squares discriminant analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6213900/ https://www.ncbi.nlm.nih.gov/pubmed/30274380 http://dx.doi.org/10.3390/ijms19102994 |
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