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生长激素转基因三倍体雌性大西洋鲑肝脏转录组的RNA测序分析揭示了温度对代谢和其他生物学过程的广泛介导作用。

RNA-Seq Analysis of the Growth Hormone Transgenic Female Triploid Atlantic Salmon () Hepatic Transcriptome Reveals Broad Temperature-Mediated Effects on Metabolism and Other Biological Processes.

作者信息

Ignatz Eric H, Hori Tiago S, Kumar Surendra, Benfey Tillmann J, Braden Laura M, Runighan C Dawn, Westcott Jillian D, Rise Matthew L

机构信息

Department of Ocean Sciences, Memorial University of Newfoundland and Labrador, St. John's, NL, Canada.

Atlantic Aqua Farms Ltd., Charlottetown, PE, Canada.

出版信息

Front Genet. 2022 May 23;13:852165. doi: 10.3389/fgene.2022.852165. eCollection 2022.

Abstract

This study examined the impact of rearing temperature (10.5, 13.5 or 16.5°C) on the hepatic transcriptome of AquAdvantage Salmon (growth hormone transgenic female triploid Atlantic salmon) at an average weight of 800 g. Six stranded PE libraries were Illumina-sequenced from each temperature group, resulting in an average of over 100 M raw reads per individual fish. RNA-sequencing (RNA-seq) results showed the greatest difference in the number of differentially expressed transcripts (1750 DETs), as revealed by both DESeq2 and edgeR ( < 0.05; fold-change > |1.5|), was between the 10.5 and 16.5°C temperature groups. In contrast, 172 and 52 DETs were found in the 10.5 vs. 13.5°C and the 13.5 vs. 16.5°C comparisons, respectively. Considering the DETs between the 10.5 and 16.5°C groups, 282 enriched gene ontology (GO) terms were identified ( < 0.05), including "response to stress", "immune system process", "lipid metabolic process", "oxidation-reduction process", and "cholesterol metabolic process", suggesting elevated temperature elicited broad effects on multiple biological systems. Pathway analysis using ClueGO showed additional impacts on amino acid and lipid metabolism. There was a significant positive correlation between RNA-seq and real-time quantitative polymerase chain reaction (RT-qPCR) results for 8 of 9 metabolic-related transcripts tested. RT-qPCR results also correlated to changes in fillet tissue composition previously reported in these salmon (e.g., methionine and lysine concentrations positively correlated with transcript expression), suggesting that rearing temperature played a significant role in mediating metabolic/biosynthetic pathways of AquAdvantage Salmon. Many transcripts related to lipid/fatty acid metabolism (e.g., , , , , , ) were downregulated at 16.5°C compared to both other temperature groups. Additionally, enrichment of stress-, apoptosis- and catabolism-relevant GO terms at 16.5°C suggests that this temperature may not be ideal for commercial production when using freshwater recirculating aquaculture systems (RAS). This study relates phenotypic responses to transcript-specific findings and therefore aids in the determination of an optimal rearing temperature for AquAdvantage Salmon. With approval to grow and sell AquAdvantage Salmon in the United States and Canada, the novel insights provided by this research can help industry expansion by promoting optimal physiological performance and health.

摘要

本研究考察了饲养温度(10.5、13.5或16.5°C)对平均体重800克的水产优势三文鱼(生长激素转基因三倍体雌性大西洋鲑)肝脏转录组的影响。对每个温度组的六个链特异性PE文库进行了Illumina测序,每条鱼平均产生超过1亿条原始读数。RNA测序(RNA-seq)结果显示,在10.5和16.5°C温度组之间,差异表达转录本数量的差异最大(1750个差异表达转录本,DESeq2和edgeR均显示,P<0.05;变化倍数> |1.5|)。相比之下,在10.5与13.5°C以及13.5与16.5°C的比较中,分别发现了172个和52个差异表达转录本。考虑到10.5和16.5°C组之间的差异表达转录本,鉴定出282个富集的基因本体(GO)术语(P<0.05),包括“应激反应”“免疫系统过程”“脂质代谢过程”“氧化还原过程”和“胆固醇代谢过程”,这表明温度升高对多个生物系统产生了广泛影响。使用ClueGO进行的通路分析显示,对氨基酸和脂质代谢还有其他影响。在测试的9个与代谢相关的转录本中,有8个的RNA-seq和实时定量聚合酶链反应(RT-qPCR)结果之间存在显著正相关。RT-qPCR结果也与之前报道的这些三文鱼鱼片组织组成的变化相关(例如,蛋氨酸和赖氨酸浓度与转录本表达呈正相关),这表明饲养温度在调节水产优势三文鱼的代谢/生物合成途径中起重要作用。与脂质/脂肪酸代谢相关的许多转录本(如……)在16.5°C时与其他两个温度组相比均下调。此外,16.5°C时与应激、凋亡和分解代谢相关的GO术语富集表明,当使用淡水循环水养殖系统(RAS)时,这个温度可能不是商业生产的理想温度。本研究将表型反应与转录本特异性结果相关联,因此有助于确定水产优势三文鱼的最佳饲养温度。鉴于在美国和加拿大已批准养殖和销售水产优势三文鱼,本研究提供的新见解可通过促进最佳生理性能和健康状况来帮助该行业的扩张。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f26f/9168996/414c6a02f282/fgene-13-852165-g001.jpg

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