基于代谢组学和肠道菌群代谢的蒙药“浑孜乐7号”毒性机制研究。

IF 2.2 4区 医学 Q3 TOXICOLOGY
Xiye Wang, Leer Bao, Mingyang Jiang, Dan Li, Liang Xu, Meirong Bai
{"title":"基于代谢组学和肠道菌群代谢的蒙药“浑孜乐7号”毒性机制研究。","authors":"Xiye Wang,&nbsp;Leer Bao,&nbsp;Mingyang Jiang,&nbsp;Dan Li,&nbsp;Liang Xu,&nbsp;Meirong Bai","doi":"10.1093/toxres/tfac081","DOIUrl":null,"url":null,"abstract":"<p><p>The traditional Mongolian medicine Hunqile-7 (HQL-7), which is mainly used to relieve pain in clinic, has certain toxicity. Therefore, toxicological investigation of HQL-7 is of great significance to its safety assessment. In this study, the toxic mechanism of HQL-7 was explored based on a combination of metabolomics and intestinal flora metabolism. UHPLC-MS was used to analyze the serum, liver and kidney samples of rats after intragastric administration of HQL-7. The decision tree and K Nearest Neighbor (KNN) model were established based on the bootstrap aggregation (bagging) algorithm to classify the omics data. After samples were extracted from rat feces, the high-throughput sequencing platform was used to analyze the 16s rRNA V3-V4 region of bacteria. The experimental results confirm that the bagging algorithm improved the classification accuracy. The toxic dose, toxic intensity, and toxic target organ of HQL-7 were determined in toxicity tests. Seventeen biomarkers were identified and the metabolism dysregulation of these biomarkers may be responsible for the toxicity of HQL-7 in vivo. Several kinds of bacteria was demonstrated to be closely related to the physiological indices of renal and liver function, indicating liver and kidney damage induced by HQL-7 may be related to the disturbance of these intestinal bacteria. Overall, the toxic mechanism of HQL-7 was revealed in vivo, which not only provides a scientific basis for the safe and rational clinical use of HQL-7, but also opens up a new field of research on big data for Mongolian medicine.</p>","PeriodicalId":105,"journal":{"name":"Toxicology Research","volume":"12 1","pages":"49-61"},"PeriodicalIF":2.2000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972816/pdf/","citationCount":"0","resultStr":"{\"title\":\"Toxic mechanism of the Mongolian medicine \\\"Hunqile-7\\\" based on metabonomics and the metabolism of intestinal flora.\",\"authors\":\"Xiye Wang,&nbsp;Leer Bao,&nbsp;Mingyang Jiang,&nbsp;Dan Li,&nbsp;Liang Xu,&nbsp;Meirong Bai\",\"doi\":\"10.1093/toxres/tfac081\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The traditional Mongolian medicine Hunqile-7 (HQL-7), which is mainly used to relieve pain in clinic, has certain toxicity. Therefore, toxicological investigation of HQL-7 is of great significance to its safety assessment. In this study, the toxic mechanism of HQL-7 was explored based on a combination of metabolomics and intestinal flora metabolism. UHPLC-MS was used to analyze the serum, liver and kidney samples of rats after intragastric administration of HQL-7. The decision tree and K Nearest Neighbor (KNN) model were established based on the bootstrap aggregation (bagging) algorithm to classify the omics data. After samples were extracted from rat feces, the high-throughput sequencing platform was used to analyze the 16s rRNA V3-V4 region of bacteria. The experimental results confirm that the bagging algorithm improved the classification accuracy. The toxic dose, toxic intensity, and toxic target organ of HQL-7 were determined in toxicity tests. Seventeen biomarkers were identified and the metabolism dysregulation of these biomarkers may be responsible for the toxicity of HQL-7 in vivo. Several kinds of bacteria was demonstrated to be closely related to the physiological indices of renal and liver function, indicating liver and kidney damage induced by HQL-7 may be related to the disturbance of these intestinal bacteria. Overall, the toxic mechanism of HQL-7 was revealed in vivo, which not only provides a scientific basis for the safe and rational clinical use of HQL-7, but also opens up a new field of research on big data for Mongolian medicine.</p>\",\"PeriodicalId\":105,\"journal\":{\"name\":\"Toxicology Research\",\"volume\":\"12 1\",\"pages\":\"49-61\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2023-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972816/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Toxicology Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/toxres/tfac081\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"TOXICOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Toxicology Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/toxres/tfac081","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"TOXICOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

蒙药Hunqile-7 (HQL-7)在临床上主要用于止痛,具有一定的毒性。因此,开展HQL-7的毒理学研究对其安全性评价具有重要意义。本研究基于代谢组学和肠道菌群代谢相结合的方法,探讨了HQL-7的毒性机制。采用高效液相色谱-质谱法对大鼠灌胃HQL-7后的血清、肝脏和肾脏样本进行分析。基于自举聚合(bagging)算法,建立决策树和K近邻(KNN)模型对组学数据进行分类。从大鼠粪便中提取样品后,利用高通量测序平台对细菌的16s rRNA V3-V4区进行分析。实验结果证实了bagging算法提高了分类精度。通过毒性试验测定HQL-7的毒性剂量、毒性强度和毒性靶器官。鉴定出17种生物标志物,这些生物标志物的代谢失调可能是HQL-7体内毒性的原因。有几种细菌与肾、肝功能的生理指标密切相关,提示HQL-7引起的肝肾损害可能与这些肠道细菌的紊乱有关。总体而言,揭示了HQL-7的体内毒性机制,不仅为临床安全合理使用HQL-7提供了科学依据,也为蒙医药大数据研究开辟了新的领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toxic mechanism of the Mongolian medicine "Hunqile-7" based on metabonomics and the metabolism of intestinal flora.

The traditional Mongolian medicine Hunqile-7 (HQL-7), which is mainly used to relieve pain in clinic, has certain toxicity. Therefore, toxicological investigation of HQL-7 is of great significance to its safety assessment. In this study, the toxic mechanism of HQL-7 was explored based on a combination of metabolomics and intestinal flora metabolism. UHPLC-MS was used to analyze the serum, liver and kidney samples of rats after intragastric administration of HQL-7. The decision tree and K Nearest Neighbor (KNN) model were established based on the bootstrap aggregation (bagging) algorithm to classify the omics data. After samples were extracted from rat feces, the high-throughput sequencing platform was used to analyze the 16s rRNA V3-V4 region of bacteria. The experimental results confirm that the bagging algorithm improved the classification accuracy. The toxic dose, toxic intensity, and toxic target organ of HQL-7 were determined in toxicity tests. Seventeen biomarkers were identified and the metabolism dysregulation of these biomarkers may be responsible for the toxicity of HQL-7 in vivo. Several kinds of bacteria was demonstrated to be closely related to the physiological indices of renal and liver function, indicating liver and kidney damage induced by HQL-7 may be related to the disturbance of these intestinal bacteria. Overall, the toxic mechanism of HQL-7 was revealed in vivo, which not only provides a scientific basis for the safe and rational clinical use of HQL-7, but also opens up a new field of research on big data for Mongolian medicine.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Toxicology Research
Toxicology Research TOXICOLOGY-
CiteScore
3.60
自引率
0.00%
发文量
82
期刊介绍: A multi-disciplinary journal covering the best research in both fundamental and applied aspects of toxicology
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信