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整合Illumina和PacBio序列分析冷胁迫下珍珠龙胆石斑鱼的基因表达谱及共表达网络

Gene Expression Profile and Co-Expression Network of Pearl Gentian Grouper under Cold Stress by Integrating Illumina and PacBio Sequences.

作者信息

Miao Ben-Ben, Niu Su-Fang, Wu Ren-Xie, Liang Zhen-Bang, Tang Bao-Gui, Zhai Yun, Xu Xue-Qi

机构信息

College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China.

Southern Marine Science and Engineering Guangdong Laboratory, Zhanjiang 524025, China.

出版信息

Animals (Basel). 2021 Jun 11;11(6):1745. doi: 10.3390/ani11061745.

DOI:10.3390/ani11061745
PMID:34208015
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8230743/
Abstract

Pearl gentian grouper ( ♀ × ♂) is a fish of high commercial value in the aquaculture industry in Asia. However, this hybrid fish is not cold-tolerant, and its molecular regulation mechanism underlying cold stress remains largely elusive. This study thus investigated the liver transcriptomic responses of pearl gentian grouper by comparing the gene expression of cold stress groups (20, 15, 12, and 12 °C for 6 h) with that of control group (25 °C) using PacBio SMRT-Seq and Illumina RNA-Seq technologies. In SMRT-Seq analysis, a total of 11,033 full-length transcripts were generated and used as reference sequences for further RNA-Seq analysis. In RNA-Seq analysis, 3271 differentially expressed genes (DEGs), two low-temperature specific modules (tan and blue modules), and two significantly expressed gene sets (profiles 0 and 19) were screened by differential expression analysis, weighted gene co-expression networks analysis (WGCNA), and short time-series expression miner (STEM), respectively. The intersection of the above analyses further revealed some key genes, such as PCK, ALDOB, FBP, G6pC, CPT1A, PPARα, SOCS3, PPP1CC, CYP2J, HMGCR, CDKN1B, and GADD45Bc. These genes were significantly enriched in carbohydrate metabolism, lipid metabolism, signal transduction, and endocrine system pathways. All these pathways were linked to biological functions relevant to cold adaptation, such as energy metabolism, stress-induced cell membrane changes, and transduction of stress signals. Taken together, our study explores an overall and complex regulation network of the functional genes in the liver of pearl gentian grouper, which could benefit the species in preventing damage caused by cold stress.

摘要

珍珠龙胆石斑鱼(♀×♂)是亚洲水产养殖业中具有高商业价值的鱼类。然而,这种杂交鱼不耐寒,其冷应激的分子调控机制在很大程度上仍不清楚。因此,本研究利用PacBio SMRT-Seq和Illumina RNA-Seq技术,通过比较冷应激组(20、15、12和12℃处理6小时)与对照组(25℃)的基因表达,研究了珍珠龙胆石斑鱼肝脏的转录组反应。在SMRT-Seq分析中,共产生了11,033条全长转录本,并用作进一步RNA-Seq分析的参考序列。在RNA-Seq分析中,分别通过差异表达分析、加权基因共表达网络分析(WGCNA)和短时间序列表达挖掘工具(STEM)筛选出3271个差异表达基因(DEG)、两个低温特异性模块(棕色和蓝色模块)以及两个显著表达的基因集(profile 0和19)。上述分析的交集进一步揭示了一些关键基因,如PCK、ALDOB、FBP、G6pC、CPT1A、PPARα、SOCS3、PPP1CC、CYP2J、HMGCR、CDKN1B和GADD45Bc。这些基因在碳水化合物代谢、脂质代谢、信号转导和内分泌系统途径中显著富集。所有这些途径都与冷适应相关的生物学功能有关,如能量代谢、应激诱导的细胞膜变化和应激信号转导。综上所述,我们的研究探索了珍珠龙胆石斑鱼肝脏中功能基因的一个全面而复杂的调控网络,这可能有助于该物种预防冷应激造成的损害。

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