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基于超高效液相色谱-四极杆飞行时间高分辨质谱联用技术结合模式识别方法的Wistar大鼠川乌尿液代谢组学表型毒性的 Ingenuity 通路分析

Ingenuity pathways analysis of urine metabolomics phenotypes toxicity of Chuanwu in Wistar rats by UPLC-Q-TOF-HDMS coupled with pattern recognition methods.

作者信息

Dong Hui, Zhang Aihua, Sun Hui, Wang Huiyu, Lu Xin, Wang Mo, Ni Bei, Wang Xijun

机构信息

National TCM Key Lab of Serum Pharmacochemistry, Heilongjiang University of Chinese Medicine, and Key Pharmacometabolomics Platform of Chinese Medicines, Harbin 150040, China.

出版信息

Mol Biosyst. 2012 Apr;8(4):1206-21. doi: 10.1039/c1mb05366c. Epub 2012 Jan 27.

DOI:10.1039/c1mb05366c
PMID:22282765
Abstract

Chuanwu (CW), a valuable traditional Chinese medicine (TCM), is the mother root of Aconitum carmichaelii Debx. The cause of CW-induced toxicity is still under ongoing research, although this is limited by the lack of sensitive and reliable biomarkers. Ingenuity pathway analysis (IPA) was performed to analyzing global metabolomics in order to characterize the phenotypically biochemical perturbations and potential mechanisms of the CW-induced toxicity. CW was administered to Wistar rats (0.027 g/200 g and 0.108 g/200 g bw, oral) for 6 months and urine samples were collected. The urinary metabolomics was performed by UPLC-Q-TOF-HDMS, and the mass spectra signals of the detected metabolites were systematically deconvoluted and analyzed by pattern recognition methods (PCA, PLS-DA, and OPLS-DA), revealing a time- and dose-dependency of the biochemical perturbations induced by CW toxicity. As a result, several metabolites responsible for pentose and glucuronate interconversions, alanine, aspartate and glutamate metabolism, starch and sucrose metabolism, amino sugar and nucleotide sugar metabolism, purine metabolism, tryptophan metabolism, taurine and hypotaurine metabolism, fructose and mannose metabolism, fatty acid metabolism were characterized, and it was confirmed that biochemical perturbations can be foreseen from these biomarkers. The urinary metabolomics based IPA with pattern recognition methods also revealed that CW produced serious heart and liver toxicity, consistent with clinical biochemistry and histopathology. Significant changes of 17 metabolites were identified and validated as phenotypic biomarkers of CW toxicity. Overall, our work demonstrated the metabolomics has brought enormous opportunities for improved detection of toxicity and biomarker discovery, highlighting the powerful predictive potential of the IPA to study of drug toxicity.

摘要

川乌(CW)是一种珍贵的传统中药,为乌头的母根。尽管由于缺乏敏感可靠的生物标志物,对川乌毒性的研究仍受到限制,但川乌毒性的成因仍在持续研究中。进行了 Ingenuity 通路分析(IPA)以分析整体代谢组学,从而表征川乌诱导毒性的表型生化扰动和潜在机制。将川乌以 0.027 g/200 g 和 0.108 g/200 g 体重(口服)的剂量给予 Wistar 大鼠 6 个月,并收集尿液样本。通过超高效液相色谱-四极杆-飞行时间-高分辨质谱(UPLC-Q-TOF-HDMS)进行尿液代谢组学分析,对检测到的代谢物的质谱信号进行系统去卷积,并通过模式识别方法(主成分分析、偏最小二乘判别分析和正交偏最小二乘判别分析)进行分析,揭示了川乌毒性诱导的生化扰动的时间和剂量依赖性。结果,鉴定了几种参与戊糖和葡糖醛酸相互转化、丙氨酸、天冬氨酸和谷氨酸代谢、淀粉和蔗糖代谢、氨基糖和核苷酸糖代谢、嘌呤代谢、色氨酸代谢、牛磺酸和亚牛磺酸代谢、果糖和甘露糖代谢、脂肪酸代谢的代谢物,并证实可以从这些生物标志物中预见生化扰动。基于尿液代谢组学的 IPA 结合模式识别方法还表明,川乌产生了严重的心脏和肝脏毒性,这与临床生物化学和组织病理学一致。鉴定并验证了 17 种代谢物的显著变化作为川乌毒性的表型生物标志物。总体而言,我们的工作表明代谢组学为改进毒性检测和生物标志物发现带来了巨大机遇,突出了 IPA 在药物毒性研究中的强大预测潜力。

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