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Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach

Searching for new adjuvants of conventional chemotherapeutic approaches against colorectal cancer cells is extremely urgent. In current research, a non-targeted analytical approach was established by combining proton nuclear magnetic resonance spectroscopy with a chemometrics data mining tool to ide...

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Autores principales: Cui, Wei-Liang, Guo, Dong-Xiao, Wang, Ning, Wang, Zhi-Fan, Ji, Jian-Bo, Wang, Xiao, Yang, Chun-Guo, Lin, Yong-Qiang, Wang, Shu-Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852911/
https://www.ncbi.nlm.nih.gov/pubmed/36688051
http://dx.doi.org/10.3389/fchem.2022.1069591
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author Cui, Wei-Liang
Guo, Dong-Xiao
Wang, Ning
Wang, Zhi-Fan
Ji, Jian-Bo
Wang, Xiao
Yang, Chun-Guo
Lin, Yong-Qiang
Wang, Shu-Qi
author_facet Cui, Wei-Liang
Guo, Dong-Xiao
Wang, Ning
Wang, Zhi-Fan
Ji, Jian-Bo
Wang, Xiao
Yang, Chun-Guo
Lin, Yong-Qiang
Wang, Shu-Qi
author_sort Cui, Wei-Liang
collection PubMed
description Searching for new adjuvants of conventional chemotherapeutic approaches against colorectal cancer cells is extremely urgent. In current research, a non-targeted analytical approach was established by combining proton nuclear magnetic resonance spectroscopy with a chemometrics data mining tool to identify chemosensitizing agents from Rauvolfia vomitoria. This approach enabled the identification of potential active constituents in the initial fractionation process and provided their structural information. This strategy was validated by its application to Rauvolfia vomitoria extract exhibiting chemosensitizing activity on 5-fluorouracil against colorectal cancer cells. After the workflow, the biochemometrics analysis showed that at least 15 signals (Variable influence on projection (VIP) > 1) could have contributions in the differentiation of various fractions. Through systematic literature and database searches, we found that the most active fraction (fraction 7) exhibited the highest presence of sabazin-type and armaniline-type alkaloids, which were potential chemosensitizers as previously reported. To validate the results of the strategy, the effect of 5-FU and compounds isolated from fraction seven incubation on HCT-8 and LoVo cell vialibilty were evaluated. These results evidenced that compound β-carboline (3), 1-methyl-β-carboline (4), and lochnerine (6) could enhance the cytotoxicity of 5-fluorouracil against to Colorectal cancer cells. Besides, 21 compounds including two new compounds were isolated from Rauvolfia vomitoria. The experimental results verify the reliability of the method, and this approach provides a new and efficient tool to overcome some of the bottlenecks in natural products drug discovery.
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spelling pubmed-98529112023-01-21 Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach Cui, Wei-Liang Guo, Dong-Xiao Wang, Ning Wang, Zhi-Fan Ji, Jian-Bo Wang, Xiao Yang, Chun-Guo Lin, Yong-Qiang Wang, Shu-Qi Front Chem Chemistry Searching for new adjuvants of conventional chemotherapeutic approaches against colorectal cancer cells is extremely urgent. In current research, a non-targeted analytical approach was established by combining proton nuclear magnetic resonance spectroscopy with a chemometrics data mining tool to identify chemosensitizing agents from Rauvolfia vomitoria. This approach enabled the identification of potential active constituents in the initial fractionation process and provided their structural information. This strategy was validated by its application to Rauvolfia vomitoria extract exhibiting chemosensitizing activity on 5-fluorouracil against colorectal cancer cells. After the workflow, the biochemometrics analysis showed that at least 15 signals (Variable influence on projection (VIP) > 1) could have contributions in the differentiation of various fractions. Through systematic literature and database searches, we found that the most active fraction (fraction 7) exhibited the highest presence of sabazin-type and armaniline-type alkaloids, which were potential chemosensitizers as previously reported. To validate the results of the strategy, the effect of 5-FU and compounds isolated from fraction seven incubation on HCT-8 and LoVo cell vialibilty were evaluated. These results evidenced that compound β-carboline (3), 1-methyl-β-carboline (4), and lochnerine (6) could enhance the cytotoxicity of 5-fluorouracil against to Colorectal cancer cells. Besides, 21 compounds including two new compounds were isolated from Rauvolfia vomitoria. The experimental results verify the reliability of the method, and this approach provides a new and efficient tool to overcome some of the bottlenecks in natural products drug discovery. Frontiers Media S.A. 2023-01-06 /pmc/articles/PMC9852911/ /pubmed/36688051 http://dx.doi.org/10.3389/fchem.2022.1069591 Text en Copyright © 2023 Cui, Guo, Wang, Wang, Ji, Wang, Yang, Lin and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Chemistry
Cui, Wei-Liang
Guo, Dong-Xiao
Wang, Ning
Wang, Zhi-Fan
Ji, Jian-Bo
Wang, Xiao
Yang, Chun-Guo
Lin, Yong-Qiang
Wang, Shu-Qi
Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title_full Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title_fullStr Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title_full_unstemmed Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title_short Identification of chemosensitizing agents of colorectal cancer in Rauvolfia vomitoria using an NMR-based chemometric approach
title_sort identification of chemosensitizing agents of colorectal cancer in rauvolfia vomitoria using an nmr-based chemometric approach
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852911/
https://www.ncbi.nlm.nih.gov/pubmed/36688051
http://dx.doi.org/10.3389/fchem.2022.1069591
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