Integrated Transcriptomics and Metabolomics Unveil Key Regulators of Feed Efficiency in Larimichthys crocea on Fishmeal-Free Diets

IF 3.9 2区 农林科学 Q1 FISHERIES
Yuhan Jin, Gongsi Wang, Peng Ren, Lining Zhang, Qinghui Ai, Yunzhang Sun, Fang Han, Zhiyong Wang
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Abstract

Understanding the molecular underpinnings of feed efficiency (FE) is crucial for advancing sustainable aquaculture, particularly under fishmeal-free (FM-free) dietary strategies. This study investigated the physiological, transcriptomic, and metabolomic differences between high-FE and low-FE Larimichthys crocea individuals fed a plant-based diet. High-FE fish exhibited significantly higher activities of hepatic amylase (AMS), hepatic lipase (HL), and lipoprotein lipase (LPL), as well as changed serum albumin (ALB) and peroxidase (POD) levels, suggesting enhanced digestive function and antioxidant capacity. Transcriptomic analysis revealed 239 differentially expressed genes (DEGs), with significant enrichment in steroid biosynthesis, ribosome biogenesis, and autophagy pathways. Genes involved in glycolysis were downregulated, indicating a metabolic shift toward increased reliance on lipid and protein catabolism. Metabolomic profiling identified 359 differentially expressed metabolites (DEMs), primarily comprising lipids and amino acids, enriched in pathways related to amino acid metabolism, energy production, and ABC transporter activity. Integrative O2PLS and correlation analyses identified tightly linked gene–metabolite pairs, such as pfkp and peptide fragment, and highlighted mao as a regulatory factor that links energy and protein digestion. Protein–protein interaction (PPI) analysis identified five hub genes (tpi1, tktl2, fdps, pgam1, and ldha) that are central to metabolic coordination. These findings offer comprehensive insights into the metabolic reprograming and regulatory mechanisms underlying enhanced FE in L. crocea, highlighting potential molecular targets for selective breeding and feed optimization in FM-free aquaculture systems.

Abstract Image

整合转录组学和代谢组学揭示了无鱼粉饲料对虾饲料效率的关键调节因子
了解饲料效率(FE)的分子基础对于推进可持续水产养殖至关重要,特别是在无鱼粉(FM-free)膳食策略下。本研究调查了饲喂植物性饲料的高fe和低fe罗非鱼个体的生理、转录组学和代谢组学差异。高铁饲料显著提高了肝淀粉酶(AMS)、肝脂肪酶(HL)和脂蛋白脂肪酶(LPL)活性,改变了血清白蛋白(ALB)和过氧化物酶(POD)水平,增强了消化功能和抗氧化能力。转录组学分析发现239个差异表达基因(DEGs),在类固醇生物合成、核糖体生物发生和自噬途径中显著富集。参与糖酵解的基因被下调,表明代谢转向增加对脂质和蛋白质分解代谢的依赖。代谢组学分析鉴定出359种差异表达代谢物(DEMs),主要包括脂质和氨基酸,在氨基酸代谢、能量产生和ABC转运蛋白活性相关的途径中富集。综合O2PLS和相关分析发现了紧密相连的基因代谢物对,如pfkp和肽片段,并强调mao是连接能量和蛋白质消化的调节因子。蛋白质-蛋白质相互作用(PPI)分析确定了5个中枢基因(tpi1、tktl2、fdps、pgam1和ldha),它们是代谢协调的核心。这些发现提供了对罗非鱼代谢重编程和FE增强调控机制的全面见解,突出了在无fm养殖系统中选择性育种和饲料优化的潜在分子靶点。
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来源期刊
Aquaculture Nutrition
Aquaculture Nutrition 农林科学-渔业
CiteScore
7.20
自引率
8.60%
发文量
131
审稿时长
3 months
期刊介绍: Aquaculture Nutrition is published on a bimonthly basis, providing a global perspective on the nutrition of all cultivated aquatic animals. Topics range from extensive aquaculture to laboratory studies of nutritional biochemistry and physiology. The Journal specifically seeks to improve our understanding of the nutrition of aquacultured species through the provision of an international forum for the presentation of reviews and original research papers. Aquaculture Nutrition publishes papers which strive to: increase basic knowledge of the nutrition of aquacultured species and elevate the standards of published aquaculture nutrition research. improve understanding of the relationships between nutrition and the environmental impact of aquaculture. increase understanding of the relationships between nutrition and processing, product quality, and the consumer. help aquaculturalists improve their management and understanding of the complex discipline of nutrition. help the aquaculture feed industry by providing a focus for relevant information, techniques, tools and concepts.
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