基于整合中药药理学与差异吸收成分和网络药理学的方法发现知母-黄柏汤的毒性相关质量标志物和作用机制。
Discovery of the toxicity-related quality markers and mechanisms of Zhi-Zi-Hou-Po decoction based on Chinmedomics combined with differentially absorbed components and network pharmacology.
机构信息
Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing 210009, China.
Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing 210009, China; Key Laboratory of Drug Quality Control and Pharmacovigilance (China Pharmaceutical University), Ministry of Education, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China.
出版信息
J Ethnopharmacol. 2024 Feb 10;320:117408. doi: 10.1016/j.jep.2023.117408. Epub 2023 Nov 14.
ETHNOPHARMACOLOGICAL RELEVANCE
Zhi-Zi-Hou-Po decoction (ZZHPD), as a representative traditional Chinese medicine (TCM) formula for the treatment of depression, has frequently triggered hepatorenal toxicity in recent years. However, its toxic effect, material basis, and underlying mechanisms have not been fully elucidated.
AIM OF THE STUDY
To explore the hepatorenal toxicity-material basis-quality markers (Q-markers) and multiple mechanisms of ZZHPD.
MATERIALS AND METHODS
ZZHPD-induced rat model of toxicity was evaluated by behavioral indicators, biochemical parameters, and histopathological sections. Then, UHPLC-Q-Exactive Orbitrap-MS combined with multivariate data analysis was utilized to identify the endogenous differential metabolites and the prototype components of ZZHPD in the plasma. A comprehensive strategy integrating in-house library, diagnostic ions, Compound Discover software, and network databases was constructed to identify the chemical constituents of ZZHPD. Additionally, the differentially absorbed components of ZZHPD were screened out based on the spectrum-effect relationship (toxic state and normal state), feature extraction of exogenous components, and variable influence on projection (VIP). Further, Chinmedomics and network pharmacology oriented by differentially absorbed components were performed to predict toxicity-related Q-markers and core targets, as well as relevant pathways. Finally, the binding ability between components and targets was predicted using molecular docking, and the mRNA expression of core target genes was determined by real-time qPCR experiment.
RESULTS
ZZHPD exerted significant hepatotoxicity and nephrotoxicity in rats accompanied by body weight loss, abnormal biochemical indicators, and pathologic characteristics with mild inflammation and cell damage. The results of plasma metabolomics indicated that 22 differential metabolites interfered by ZZHPD mainly involved in primary bile acid biosynthesis, arginine and proline metabolism, phenylalanine metabolism and biosynthesis, sphingolipid metabolism, pyrimidine and purine metabolism. Firstly, 106 chemical substances of ZZHPD were identified, 44 of them were absorbed into the blood, mainly including 7 iridoid glycosides, 15 flavonoids, 5 lignans, and others. Then, the correlation analysis results suggested that 12 of 19 differentially absorbed constituents were highly correlated with 22 differential metabolites and recognized as potential Q-markers. Finally, 9 toxicity-related Q-markers were predicted and confirmed with better binding ability to 5 core targets (PTGS2, CASP3, TNF, PPARG, HMOX1), including 3 flavonoids (naringin, hesperidin, and neohesperidin), 2 iridoid glycosides (geniposide and genipin-1-β-D-gentiobioside), 2 lignans (honokiol and magnolol), organic acid (chlorogenic acid), and crocin (crocetin). The real-time qPCR results showed that the mRNA levels of CASP3, TNF-α, and PPARG significantly increased in the damaged liver. Combining metabolomics and network pharmacology results, the multiple mechanisms of toxicity might involve in oxidative damage, inflammation, and apoptosis pathways.
CONCLUSION
Taken together, the toxicity-related Q-markers of ZZHPD screened for the first time in this work were reliable, and the holistic intervention for hepatorenal toxicity further revealed the multi-component, multi-target, and multi-pathway features in TCM. The integrated approach provides a novel perspective for the discovery of toxicity/efficacy-related substances and mechanistic studies in TCM.
民族药理学相关性
作为治疗抑郁症的中药方剂代表,知柏地黄丸(ZZHPD)近年来频繁引发肝肾功能毒性。然而,其毒性作用、物质基础和潜在机制尚未得到充分阐明。
研究目的
探讨 ZZHPD 的肝肾功能毒性-物质基础-质量标志物(Q 标志物)和多种机制。
材料与方法
通过行为指标、生化参数和组织病理学切片评估 ZZHPD 诱导的大鼠毒性模型。然后,采用 UHPLC-Q-Exactive Orbitrap-MS 结合多元数据分析,鉴定血浆中的内源性差异代谢物和 ZZHPD 的原型成分。构建了一个综合策略,整合内部库、诊断离子、Compound Discover 软件和网络数据库,以鉴定 ZZHPD 的化学成分。此外,基于谱效关系(中毒状态和正常状态)、外源性成分特征提取和投影变量影响(VIP)筛选出 ZZHPD 的差异吸收成分。进一步,基于差异吸收成分进行 Chinmedomics 和网络药理学分析,以预测毒性相关的 Q 标志物和核心靶点以及相关通路。最后,使用分子对接预测成分与靶点的结合能力,并通过实时 qPCR 实验测定核心靶基因的 mRNA 表达。
结果
ZZHPD 对大鼠表现出明显的肝毒性和肾毒性,伴随体重减轻、生化指标异常以及轻度炎症和细胞损伤的病理特征。代谢组学研究表明,22 个受 ZZHPD 干扰的差异代谢物主要涉及初级胆汁酸生物合成、精氨酸和脯氨酸代谢、苯丙氨酸代谢和生物合成、鞘脂代谢、嘧啶和嘌呤代谢。首先,鉴定了 ZZHPD 的 106 种化学物质,其中 44 种被吸收到血液中,主要包括 7 种环烯醚萜苷、15 种黄酮类化合物、5 种木脂素和其他化合物。然后,相关性分析结果表明,19 种差异吸收成分中的 12 种与 22 种差异代谢物高度相关,被认为是潜在的 Q 标志物。最后,预测并证实了 9 个毒性相关的 Q 标志物,它们与 5 个核心靶点(PTGS2、CASP3、TNF、PPARG、HMOX1)具有更好的结合能力,其中包括 3 种黄酮类化合物(柚皮苷、橙皮苷和新橙皮苷)、2 种环烯醚萜苷(京尼平苷和京尼平-1-β-D-龙胆二糖苷)、2 种木脂素(厚朴酚和和厚朴酚)、有机酸(绿原酸)和藏红花酸(crocin)。实时 qPCR 结果显示,受损肝脏中 CASP3、TNF-α 和 PPARG 的 mRNA 水平显著升高。结合代谢组学和网络药理学结果,毒性的多种机制可能涉及氧化损伤、炎症和细胞凋亡途径。
结论
综上所述,本研究首次筛选出 ZZHPD 的毒性相关 Q 标志物是可靠的,对肝肾毒性的整体干预进一步揭示了中药的多成分、多靶点和多途径特征。综合方法为中药毒性/疗效相关物质的发现和机制研究提供了新的视角。