Ivanova Lada, Rangel-Huerta Oscar D, Tartor Haitham, Dahle Maria K, Uhlig Silvio, Fæste Christiane Kruse
Norwegian Veterinary Institute, P.O. Box 64, 1431 Ås, Norway.
Metabolites. 2024 Jul 2;14(7):375. doi: 10.3390/metabo14070375.
Metabolomic analysis has been explored to search for disease biomarkers in humans for some time. The application to animal species, including fish, however, is still at the beginning. In the present study, we have used targeted and untargeted metabolomics to identify metabolites in the plasma of Atlantic salmon () challenged with (PRV-1), aiming to find metabolites associated with the progression of PRV-1 infection into heart and skeletal muscle inflammation (HSMI). The metabolomes of control and PRV-1-infected salmon were compared at three time points during disease development by employing different biostatistical approaches. Targeted metabolomics resulted in the determination of affected metabolites and metabolic pathways, revealing a substantial impact of PRV-1 infection on lipid homeostasis, especially on several (lyso)phosphatidylcholines, ceramides, and triglycerides. Untargeted metabolomics showed a clear separation of the treatment groups at later study time points, mainly due to effects on lipid metabolism pathways. In a subsequent multi-omics approach, we combined both metabolomics datasets with previously reported proteomics data generated from the same salmon plasma samples. Data processing with DIABLO software resulted in the identification of significant metabolites and proteins that were representative of the HSMI development in the salmon.
一段时间以来,人们一直在探索代谢组学分析以寻找人类疾病的生物标志物。然而,其在包括鱼类在内的动物物种中的应用仍处于起步阶段。在本研究中,我们使用靶向和非靶向代谢组学来鉴定受鲑鱼立克次氏体病毒-1(PRV-1)攻击的大西洋鲑血浆中的代谢物,旨在找到与PRV-1感染发展为心脏和骨骼肌炎症(HSMI)相关的代谢物。在疾病发展过程中的三个时间点,通过采用不同的生物统计学方法比较了对照和PRV-1感染鲑鱼的代谢组。靶向代谢组学确定了受影响的代谢物和代谢途径,揭示了PRV-1感染对脂质稳态有重大影响,特别是对几种(溶血)磷脂酰胆碱、神经酰胺和甘油三酯。非靶向代谢组学显示在研究后期时间点治疗组有明显分离,主要是由于对脂质代谢途径的影响。在随后的多组学方法中,我们将两个代谢组学数据集与先前报道的来自相同鲑鱼血浆样本的蛋白质组学数据相结合。使用DIABLO软件进行数据处理,确定了代表鲑鱼HSMI发展的重要代谢物和蛋白质。