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非靶向代谢组学和脂质组学评估亚临床酮血症奶山羊血浆代谢物变化。

Untargeted metabolomics and lipidomics to assess plasma metabolite changes in dairy goats with subclinical hyperketonemia.

机构信息

College of Veterinary Medicine, Northwest A&F University, Yangling 712100, Shaanxi, China.

LipidALL Technologies Company Limited, Changzhou, Jiangsu 213022, China.

出版信息

J Dairy Sci. 2023 May;106(5):3692-3705. doi: 10.3168/jds.2022-22812. Epub 2023 Apr 5.

Abstract

Subclinical hyperketonemia (SCHK) is the major metabolic disease observed during the transition period in dairy goats, and is characterized by high plasma levels of nonesterified fatty acids (NEFA) and β-hydroxybutyrate (BHB). However, no prior study has comprehensively assessed metabolomic profiles of dairy goats with SCHK. Plasma samples were collected within 1 h after kidding from SCHK goats (BHB concentration >0.8 mM, n = 7) and clinically healthy goats (BHB concentration <0.8 mM, n = 7) with similar body condition score (2.75 ± 0.15, mean ± standard error of the mean) and parity (primiparous). A combination of targeted and untargeted mass spectrometric approaches was employed for analyzing the various changes in the plasma lipidome and metabolome. Statistical analyses were performed using the GraphPad Prism 8.0, SIMCA-P software (version 14.1), and R packages (version 4.1.3). Plasma aminotransferase, nonesterified fatty acids, and BHB concentrations were greater in the SCHK group, but plasma glucose concentrations were lower. A total of 156 metabolites and 466 lipids were identified. The analysis of untargeted metabolomics data by principal component analysis and orthogonal partial least squares discriminant analysis revealed a separation between SCHK and clinically healthy goats. According to the screening criteria (unpaired t-test, P < 0.05), 30 differentially altered metabolites and 115 differentially altered lipids were detected. Pathway enrichment analysis identified citrate cycle, alanine, aspartate and glutamate metabolism, glyoxylate and dicarboxylate metabolism, and phenylalanine metabolism as significantly altered pathways. A greater concentration of plasma isocitric acid and cis-aconitic acid levels was observed in SCHK goats. In addition, AA such as lysine and isoleucine were greater, whereas alanine and phenylacetylglycine were lower in SCHK dairy goats. Dairy goats with SCHK also exhibited greater oleic acid, acylcarnitine, and phosphatidylcholine and lower choline and sphingomyelins. Acylcarnitines, oleic acid, and tridecanoic acid displayed positive correlations with several lipid species. Alanine, hippuric acid, and histidinyl-phenylalanine were negatively correlated with several lipids. Overall, altered metabolites in SCHK dairy goats indicated a more severe degree of negative energy balance. Data also indicated an imbalance in the tricarboxylic acid (TCA) cycle, lipid metabolism, and AA metabolism. The findings provide a more comprehensive understanding of the pathogenesis of SCHK in dairy goats.

摘要

亚临床酮血症(SCHK)是奶山羊过渡期主要的代谢疾病,其特征是血浆中非酯化脂肪酸(NEFA)和β-羟丁酸(BHB)水平升高。然而,以前的研究并没有全面评估患有 SCHK 的奶山羊的代谢组学特征。在产后 1 小时内,从患有 SCHK 的山羊(BHB 浓度>0.8mM,n=7)和临床健康的山羊(BHB 浓度<0.8mM,n=7)中采集血浆样本,这些山羊的体况评分(2.75±0.15,平均值±标准误差)和胎次(初产)相似。采用靶向和非靶向质谱联用方法分析血浆脂质组和代谢组的各种变化。使用 GraphPad Prism 8.0、SIMCA-P 软件(版本 14.1)和 R 包(版本 4.1.3)进行统计分析。SCHK 组的血浆氨基转移酶、非酯化脂肪酸和 BHB 浓度较高,但血糖浓度较低。共鉴定出 156 种代谢物和 466 种脂质。通过主成分分析和正交偏最小二乘判别分析对非靶向代谢组学数据进行分析,结果显示 SCHK 和临床健康的山羊之间存在分离。根据筛选标准(未配对 t 检验,P<0.05),检测到 30 种差异改变的代谢物和 115 种差异改变的脂质。途径富集分析表明柠檬酸循环、丙氨酸、天冬氨酸和谷氨酸代谢、乙醛酸和二羧酸代谢以及苯丙氨酸代谢是显著改变的途径。SCHK 山羊的血浆异柠檬酸和顺乌头酸水平升高。此外,SCHK 奶山羊中的赖氨酸和异亮氨酸等 AA 增加,而丙氨酸和苯乙酰甘氨酸减少。SCHK 奶山羊还表现出较高的油酸、酰基肉碱和磷脂和较低的胆碱和神经鞘磷脂。酰基肉碱、油酸和十三烷酸与几种脂质呈正相关。丙氨酸、马尿酸和组氨酰苯丙氨酸与几种脂质呈负相关。总的来说,SCHK 奶山羊中的代谢物变化表明能量负平衡的严重程度更高。数据还表明三羧酸(TCA)循环、脂质代谢和 AA 代谢失衡。研究结果提供了对 SCHK 发病机制的更全面的理解。

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