基于动态代谢组学的大鼠血清代谢生物标志物研究及坎他立汀诱发肾毒性的预测模型

IF 2.7 4区 医学 Q3 TOXICOLOGY Journal of Applied Toxicology Pub Date : 2024-12-15 DOI:10.1002/jat.4743
Weina Cheng, Wenzhong Feng, Guanghuan Tian, Jingxian Liu, Zhixun Bai, Ming Yu, Rong Yan, Liu Liu, Yanmei He, Xiaofei Li, Jianyong Zhang
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引用次数: 0

摘要

坎他啶(CTD)的肾毒性严重限制了其在临床上的应用。因此,本研究旨在探讨用于评价和预测 CTD 引起的大鼠肾毒性的敏感生物标志物。研究将 80 只大鼠随机分为四组:对照组和三种剂量的 CTD 组。胃内给药 0、1、5、15 和 28 天后,收集大鼠血清和尿液检测生化指标,然后用血清进行代谢组学分析,并收集大鼠肾脏进行病理和超微结构观察。服用不同剂量的 CTD 后,大鼠血清克里雅(Scr)、血尿素氮(BUN)、尿素、尿克里雅(Ucrea)和尿微量白蛋白(UmALB)的水平均显著升高(p<0.05)。
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Study of Serum Metabolic Biomarkers and Prediction Models of Cantharidin-Induced Nephrotoxicity in Rats Based on Dynamic Metabolomics.

The clinical application of cantharidin (CTD) is seriously limited due to its nephrotoxicity. Therefore, this study aims to investigate sensitive biomarkers for the evaluation and prediction of nephrotoxicity induced by CTD in rat. A total of 80 rats were randomly divided into four groups: control group and three doses of CTD groups. After 0, 1, 5, 15, and 28 days of intragastric administration, rat serum and urine were collected for biochemical indexes, then serum was used for metabolomic analyses, and rat kidney was collected for pathological and ultrastructural observation. The levels of serum crea (Scr), blood urea nitrogen (BUN), urea, urine crea (Ucrea), and urinary microalbumin (UmALB) were significantly increased after administration of different doses of CTD (p < 0.05). Additionally, histopathology and cell ultrastructure observation of kidney showed significant cell inflammatory infiltration and glomerular edema. Seven metabolic biomarkers including 6-hydroxymelatonin were significantly disturbed by CTD. The CatBoost Classifier prediction model was used to establish the CTD nephrotoxicity prediction model, and the prediction accuracy and precision were 0.645 and 0.640, respectively. Moreover, 6-hydroxymelatonin was found to be most useful biomarkers for evaluating the CTD nephrotoxicity. Finally, the seven metabolic biomarkers were found mainly involved in pyruvate metabolism, pantothenate and CoA biosynthesis.

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来源期刊
CiteScore
7.00
自引率
6.10%
发文量
145
审稿时长
1 months
期刊介绍: Journal of Applied Toxicology publishes peer-reviewed original reviews and hypothesis-driven research articles on mechanistic, fundamental and applied research relating to the toxicity of drugs and chemicals at the molecular, cellular, tissue, target organ and whole body level in vivo (by all relevant routes of exposure) and in vitro / ex vivo. All aspects of toxicology are covered (including but not limited to nanotoxicology, genomics and proteomics, teratogenesis, carcinogenesis, mutagenesis, reproductive and endocrine toxicology, toxicopathology, target organ toxicity, systems toxicity (eg immunotoxicity), neurobehavioral toxicology, mechanistic studies, biochemical and molecular toxicology, novel biomarkers, pharmacokinetics/PBPK, risk assessment and environmental health studies) and emphasis is given to papers of clear application to human health, and/or advance mechanistic understanding and/or provide significant contributions and impact to their field.
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