基于代谢组学分析选育系F5代与非选育系陆封型马苏大麻哈鱼肌肉代谢物的差异

DIFFERENCES IN MUSCLE METABOLITE BETWEEN SELECTED F5 GENERATION AND NON SELECTED LANDLOCKED ONCORHYNCHUS MASOU BASED ON METABOLOMIC ANALYSIS

  • 摘要: 通过非靶向代谢组学技术探究选育对陆封型马苏大麻哈鱼(Oncorhynchus masou)肌肉代谢物的影响。选取非选育系陆封型马苏大麻哈鱼和选育系第5代(F5)的陆封型马苏大麻哈鱼各10尾, 采集肌肉组织, 采用液质联用(LC-MS)技术进行非靶向代谢组学研究。比对其肌肉代谢物之间的区别, 设定P<0.05进行差异代谢物筛选(VIP值>1.0), 以两组中FC值≥1.5和FC值≤0.667为上调和下调代谢物, 通过KEGG数据库对代谢物进行通路注释, 对苯丙烷类生物合成和代谢途径、脂肪代谢途径和类花生酸类物质代谢途径进行分析。非选育的陆封型马苏大麻哈鱼和选育系F5代陆封型马苏大麻哈鱼肌肉代谢物具有显著差异, 相对于非选育组肌肉, 选育组肌肉中有213个差异代谢物显著上调, 348个差异代谢物显著下调, 主要注释到次生代谢产物的生物合成、胆汁分泌和新陈代谢通路; KEGG气泡图数据分析表明苯丙烷类生物合成途径、苯丙氨酸代谢途径、脂肪代谢途径在选育对肌肉的生长过程中具有重要影响。选育对陆封型马苏大麻哈鱼肌肉代谢物具有显著的影响, 代谢组学分析结果表明, 选育后机体可能是通过苯丙烷类生物合成和代谢途径、甲烷代谢途径和类花生酸类物质代谢途径中DHA、EPA、AMPK和PPARα等代谢物的变化引起了肌肉营养品质优于非选育组。

     

    Abstract: The effect of breeding on muscle metabolites of landlocked Oncorhynchus masou was explored by untargeted metabolomics technology, which provided a theoretical basis for breeding efforts. Muscle tissues were collected from 10 non selected landlocked O. masou and 10 fifth generation (F5) selected individuals, with untargeted metabolomics studies using liquid-mass coupling (LC-MS) technology. Metabolite differences between F5 selected and non selected groups were compared, with differential metabolites identified using thresholds of P<0.05, VIP value>1.0, and FC≥1.5 (up-regulated) or FC≤0.667 (down-regulated). Pathway annotation of the metabolites through KEGG database, phenylpropane biosynthesis and metabolic, fat metabolism, and eicosanoids metabolism pathway were analyzed. Significant differences in muscle metabolites were observed between F5 selected and non selected groups: compared with the non selected group, 213 differential metabolites were significantly up-regulated and 348 were significantly down-regulated, mainly annotated to secondary metabolites biosynthesis, bile secretion, and metabolism pathway. KEGG bubble chart analysis showed that phenylpropane biosynthesis, phenylalanine metabolism, and methane metabolism pathway had important effects on muscle growth during selection. Breeding exerted a significant effect on muscle metabolites in landlocked O. masou. Metabolomics analysis showed that post-selection, improvements in muscle nutritional quality relative to the non-selected group may be linked to metabolites changes such as DHA, EPA, AMPK, and PPARα in the phenylpropane biosynthesis and metabolism, fat metabolism, and arachidonic acid metabolism pathway.

     

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