Park Jeong-Woong, Kim Kyoung Hwan, Kim Sujung, So Jae-Rung, Cho Byung-Wook, Song Ki-Duk
Department of Animal Science and Biotechnology, Kyungpook National University, SangJu 37224, Korea.
Department of Animal Science, College of Natural Resources and Life Sciences, Pusan National University, Miryang 50463, Korea.
J Anim Sci Technol. 2022 Jul;64(4):800-811. doi: 10.5187/jast.2022.e45. Epub 2022 Jul 31.
The integration of metabolomics and transcriptomics may elucidate the correlation between the genotypic and phenotypic patterns in organisms. In equine physiology, various metabolite levels vary during exercise, which may be correlated with a modified gene expression pattern of related genes. Integrated metabolomic and transcriptomic studies in horses have not been conducted to date. The objective of this study was to detect the effect of moderate exercise on the metabolomic and transcriptomic levels in horses. In this study, using nuclear magnetic resonance (NMR) spectroscopy, we analyzed the concentrations of metabolites in muscle and plasma; we also determined the gene expression patterns of branched chain (alpha) keto acid dehydrogenase kinase complex (), which encodes the key regulatory enzymes in branched-chain amino acid (BCAA) catabolism, in two breeds of horses, Thoroughbred and Jeju, at different time intervals. The concentrations of metabolites in muscle and plasma were measured by H NMR (nuclear magnetic resonance) spectroscopy, and the relative metabolite levels before and after exercise in the two samples were compared. Subsequently, multivariate data analysis based on the metabolic profiles was performed using orthogonal partial least square discriminant analysis (OPLS-DA), and variable important plots and -test were used for basic statistical analysis. The stress-induced expression patterns of genes in horse muscle-derived cells were examined using quantitative reverse transcription polymerase chain reaction (qPCR) to gain insight into the role of transcript in response to exercise stress. In this study, we found higher concentrations of aspartate, leucine, isoleucine, and lysine in the skeletal muscle of Jeju horses than in Thoroughbred horses. In plasma, compared with Jeju horses, Thoroughbred horses had higher levels of alanine and methionine before exercise; whereas post-exercise, lysine levels were increased. Gene expression analysis revealed a decreased expression level of in the post-exercise period in Thoroughbred horses.
代谢组学与转录组学的整合可能会阐明生物体基因型和表型模式之间的相关性。在马的生理学中,运动过程中各种代谢物水平会发生变化,这可能与相关基因的基因表达模式改变有关。迄今为止,尚未对马进行综合代谢组学和转录组学研究。本研究的目的是检测适度运动对马的代谢组学和转录组学水平的影响。在本研究中,我们使用核磁共振(NMR)光谱分析了肌肉和血浆中的代谢物浓度;我们还确定了在不同时间间隔下,纯种马和济州马这两个品种的马中,编码支链氨基酸(BCAA)分解代谢关键调节酶的支链(α)酮酸脱氢酶激酶复合物()的基因表达模式。通过1H NMR(核磁共振)光谱测量肌肉和血浆中的代谢物浓度,并比较两个样本运动前后的相对代谢物水平。随后,使用正交偏最小二乘判别分析(OPLS-DA)基于代谢谱进行多变量数据分析,并使用变量重要性图和t检验进行基本统计分析。使用定量逆转录聚合酶链反应(qPCR)检查马肌肉来源细胞中基因的应激诱导表达模式,以深入了解转录本在应对运动应激中的作用。在本研究中,我们发现济州马骨骼肌中的天冬氨酸、亮氨酸、异亮氨酸和赖氨酸浓度高于纯种马。在血浆中,与济州马相比,纯种马运动前的丙氨酸和蛋氨酸水平较高;而运动后,赖氨酸水平升高。基因表达分析显示,纯种马运动后时期的表达水平降低。