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在神经性厌食症大鼠模型中,利用化学计量分析和多变量分析平台,通过代谢组学驱动识别氨基酸和鞘脂代谢紊乱作为治疗靶点。

Metabolomics-driven identification of perturbations in amino acid and sphingolipid metabolism as therapeutic targets in a rat model of anorexia nervosa disease using chemometric analysis and a multivariate analysis platform.

作者信息

Yao Hong, Yu Peng-Cheng, Jiang Chun-Ming

机构信息

Neonatology Department, First Affiliated Hospital of Harbin Medical University 2075 Seventh Avenue, Qunli Road Harbin 150001 China

College of Traditional Chinese Medicine, Jilin Agricultural University Changchun 130118 China.

出版信息

RSC Adv. 2020 Jan 29;10(9):4928-4941. doi: 10.1039/c9ra05187b.

Abstract

It is important to explore novel therapeutic targets and develop an effective strategy for the treatment of anorexia nervosa. In this work, serum samples were analyzed using ultra-performance liquid chromatography coupled with quadrupole time-of flight mass spectrometry (UPLC/Q-TOF MS) coupled with chemometric analysis and multivariate analysis to obtain the metabolites and their corresponding pathways. In addition, knock-in and knock-down of the key enzyme was performed to verify the reliability of the obtained metabolic pathway, which is closely associated with the anorexia nervosa pathomechanism and the potential targets. There were significant differences in the biochemical parameters between the model group and the control group. A total of 26 potential biomarkers were identified to resolve the difference between the control and model rats, which were closely related to amino acid metabolism, sphingolipid metabolism, arachidonic acid metabolism, the citrate cycle, and so forth. According to the ingenuity pathway analysis, we further elucidated the relationship between the gene, protein, and metabolite alteration in anorexia nervosa, which are involved in cellular compromise, lipid metabolism, small molecule biochemistry, cell signaling, molecular transport, nucleic acid metabolism, cell morphology, cellular function and maintenance. Arginosuccinate synthetase (ASS) deficiency was accompanied by a significant downregulation of the β-endorphin and ghrelin in the animal models. The metabolites and pathways obtained using the metabolomics strategy may provide valuable information for the early treatment for anorexia nervosa.

摘要

探索新的治疗靶点并制定治疗神经性厌食症的有效策略非常重要。在这项工作中,使用超高效液相色谱与四极杆飞行时间质谱联用(UPLC/Q-TOF MS)结合化学计量学分析和多变量分析对血清样本进行分析,以获得代谢物及其相应途径。此外,对关键酶进行敲入和敲除以验证所获得的代谢途径的可靠性,该代谢途径与神经性厌食症的发病机制和潜在靶点密切相关。模型组和对照组之间的生化参数存在显著差异。共鉴定出26种潜在生物标志物以解决对照大鼠和模型大鼠之间的差异,这些生物标志物与氨基酸代谢、鞘脂代谢、花生四烯酸代谢、柠檬酸循环等密切相关。根据 Ingenuity 通路分析,我们进一步阐明了神经性厌食症中基因、蛋白质和代谢物改变之间的关系,这些改变涉及细胞损伤、脂质代谢、小分子生物化学、细胞信号传导、分子运输、核酸代谢、细胞形态、细胞功能和维持。在动物模型中,精氨酸琥珀酸合成酶(ASS)缺乏伴随着β-内啡肽和胃饥饿素的显著下调。使用代谢组学策略获得的代谢物和途径可能为神经性厌食症的早期治疗提供有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8044/9049018/f3c9d90b66d0/c9ra05187b-f1.jpg

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