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靶向代谢组学分析揭示大鼠组织中的性别差异。

Targeted metabolomic profiling in rat tissues reveals sex differences.

机构信息

Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università degli Studi di Napoli, "Federico II", Napoli, Italy.

CEINGE Biotecnologie Avanzate, Napoli, Italy.

出版信息

Sci Rep. 2018 Mar 16;8(1):4663. doi: 10.1038/s41598-018-22869-7.

Abstract

Sex differences affect several diseases and are organ-and parameter-specific. In humans and animals, sex differences also influence the metabolism and homeostasis of amino acids and fatty acids, which are linked to the onset of diseases. Thus, the use of targeted metabolite profiles in tissues represents a powerful approach to examine the intermediary metabolism and evidence for any sex differences. To clarify the sex-specific activities of liver, heart and kidney tissues, we used targeted metabolomics, linear discriminant analysis (LDA), principal component analysis (PCA), cluster analysis and linear correlation models to evaluate sex and organ-specific differences in amino acids, free carnitine and acylcarnitine levels in male and female Sprague-Dawley rats. Several intra-sex differences affect tissues, indicating that metabolite profiles in rat hearts, livers and kidneys are organ-dependent. Amino acids and carnitine levels in rat hearts, livers and kidneys are affected by sex: male and female hearts show the greatest sexual dimorphism, both qualitatively and quantitatively. Finally, multivariate analysis confirmed the influence of sex on the metabolomics profiling. Our data demonstrate that the metabolomics approach together with a multivariate approach can capture the dynamics of physiological and pathological states, which are essential for explaining the basis of the sex differences observed in physiological and pathological conditions.

摘要

性别差异影响多种疾病,且具有器官和参数特异性。在人类和动物中,性别差异也会影响氨基酸和脂肪酸的代谢和内稳态,这与疾病的发生有关。因此,使用靶向代谢物谱分析组织代表了一种强大的方法,可以检查中间代谢,并提供任何性别差异的证据。为了阐明肝脏、心脏和肾脏组织的性别特异性活性,我们使用靶向代谢组学、线性判别分析(LDA)、主成分分析(PCA)、聚类分析和线性相关模型来评估雄性和雌性 Sprague-Dawley 大鼠组织中氨基酸、游离肉碱和酰基肉碱水平的性别和器官特异性差异。一些同性别差异会影响组织,这表明大鼠心脏、肝脏和肾脏的代谢物谱是器官依赖性的。氨基酸和肉碱水平在大鼠心脏、肝脏和肾脏中受到性别影响:雄性和雌性心脏表现出最大的性别二态性,无论是在质量上还是在数量上。最后,多元分析证实了性别对代谢组学分析的影响。我们的数据表明,代谢组学方法结合多元分析可以捕捉生理和病理状态的动态,这对于解释在生理和病理条件下观察到的性别差异的基础至关重要。

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