Suppr超能文献

使用数据分析方法研究 Wistar 大鼠能量代谢的性别二态性

Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis.

机构信息

Institute of Biology and Ecology, Faculty of Sciences, University of Pavol Jozef Šafárik in Košice, Šrobárova 2, 041 80 Košice, Slovakia.

Department of Informatics, Faculty of Management Sciences and Informatics, University of Žilina, Univerzitná 8215/1, 010 26 Žilina, Slovakia.

出版信息

Molecules. 2020 May 18;25(10):2353. doi: 10.3390/molecules25102353.

Abstract

The prevalence of some chronic diseases, such as cancer or neurodegenerative disorders, differs between sexes. Animal models provide an important tool to adopt potential therapies from preclinical studies to humans. Laboratory rats are the most popular animals in toxicology, neurobehavioral, or cancer research. Our study aimed to reveal the basic differences in blood metabolome (amino acids, biogenic amines, and acylcarnitines) of the adult male ( = 10) and female ( = 10) Wistar rats. Partial least square-discrimination analysis (PLS-DA) and a variance im portance in projection (VIP) score was used to identify the key sex-specific metabolites. All groups of metabolites, as the main markers of energy metabolism, showed a significant sex-dependent pattern. The most important features calculated in PLS-DA according to VIP score were free carnitine (C0), tyrosine (Tyr), and acylcarnitine C5-OH. While aromatic amino acids, such as Tyr and phenylalanine (Phe), were significantly elevated in the blood plasma of males, tryptophan (Trp) was found in higher levels in the blood plasma of females. Besides, significant sex-related changes in urea cycle were found. Our study provides an important insight into sex-specific differences in energy metabolism in rats and indicates that further studies should consider sex as the main aspect in design and data interpretation.

摘要

一些慢性疾病(如癌症或神经退行性疾病)的患病率存在性别差异。动物模型为将临床前研究中的潜在疗法应用于人类提供了重要工具。实验大鼠是毒理学、神经行为学或癌症研究中最常用的动物。我们的研究旨在揭示成年雄性(n=10)和雌性(n=10)Wistar 大鼠血液代谢组(氨基酸、生物胺和酰基辅酶 A)的基本差异。偏最小二乘判别分析(PLS-DA)和变量重要性投影(VIP)得分用于识别关键的性别特异性代谢物。所有代谢物组作为能量代谢的主要标志物,表现出显著的性别依赖性模式。根据 VIP 得分计算的 PLS-DA 中的最重要特征是游离肉碱(C0)、酪氨酸(Tyr)和酰基辅酶 A C5-OH。虽然雄性血液血浆中芳香族氨基酸(如 Tyr 和苯丙氨酸(Phe))显著升高,但在雌性血液血浆中发现色氨酸(Trp)水平更高。此外,还发现尿素循环存在显著的性别相关变化。我们的研究深入了解了大鼠能量代谢中的性别特异性差异,并表明在设计和数据解释中应将性别作为主要方面考虑。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16aa/7287681/ff20387a7cdf/molecules-25-02353-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验