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RNA测序和微小RNA测序的综合分析描绘了参与牙鲆白化病的微小RNA-信使核糖核酸网络。

The integrated analysis of RNA-seq and microRNA-seq depicts miRNA-mRNA networks involved in Japanese flounder (Paralichthys olivaceus) albinism.

作者信息

Wang Na, Wang Ruoqing, Wang Renkai, Tian Yongsheng, Shao Changwei, Jia Xiaodong, Chen Songlin

机构信息

Key Laboratory for Sustainable Development of Marine Fisheries, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.

Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China.

出版信息

PLoS One. 2017 Aug 4;12(8):e0181761. doi: 10.1371/journal.pone.0181761. eCollection 2017.

Abstract

Albinism, a phenomenon characterized by pigmentation deficiency on the ocular side of Japanese flounder (Paralichthys olivaceus), has caused significant damage. Limited mRNA and microRNA (miRNA) information is available on fish pigmentation deficiency. In this study, a high-throughput sequencing strategy was employed to identify the mRNA and miRNAs involved in P. olivaceus albinism. Based on P. olivaceus genome, RNA-seq identified 21,787 know genes and 711 new genes by transcripts assembly. Of those, 235 genes exhibited significantly different expression pattern (fold change ≥2 or ≤0.5 and q-value≤0.05), including 194 down-regulated genes and 41 up-regulated genes in albino versus normally pigmented individuals. These genes were enriched to 81 GO terms and 9 KEGG pathways (p≤0.05). Among those, the pigmentation related pathways-Melanogenesis and tyrosine metabolism were contained. High-throughput miRNA sequencing identified a total of 475 miRNAs, including 64 novel miRNAs. Furthermore, 33 differentially expressed miRNAs containing 13 up-regulated and 20 down-regulated miRNAs were identified in albino versus normally pigmented individuals (fold change ≥1.5 or ≤0.67 and p≤0.05). The next target prediction discovered a variety of putative target genes, of which, 134 genes including Tyrosinase (TYR), Tyrosinase-related protein 1 (TYRP1), Microphthalmia-associated transcription factor (MITF) were overlapped with differentially expressed genes derived from RNA-seq. These target genes were significantly enriched to 254 GO terms and 103 KEGG pathways (p<0.001). Of those, tyrosine metabolism, lysosomes, phototransduction pathways, etc., attracted considerable attention due to their involvement in regulating skin pigmentation. Expression patterns of differentially expressed mRNA and miRNAs were validated in 10 mRNA and 10 miRNAs by qRT-PCR. With high-throughput mRNA and miRNA sequencing and analysis, a series of interested mRNA and miRNAs involved in fish pigmentation are identified. And the miRNA-mRNA regulatory network also provides a solid starting point for further elucidation of fish pigmentation deficiency.

摘要

白化现象是牙鲆(Paralichthys olivaceus)眼部色素沉着缺乏的一种表现,已造成重大损失。目前关于鱼类色素沉着缺乏的mRNA和微小RNA(miRNA)信息有限。在本研究中,采用高通量测序策略来鉴定参与牙鲆白化的mRNA和miRNA。基于牙鲆基因组,RNA测序通过转录本组装鉴定出21,787个已知基因和711个新基因。其中,235个基因表现出显著不同的表达模式(倍数变化≥2或≤0.5且q值≤0.05),包括白化个体与正常色素沉着个体相比194个下调基因和41个上调基因。这些基因富集到81个基因本体(GO)术语和9条京都基因与基因组百科全书(KEGG)通路(p≤0.05)。其中包括与色素沉着相关的通路——黑色素生成和酪氨酸代谢。高通量miRNA测序共鉴定出475个miRNA,包括64个新的miRNA。此外,在白化个体与正常色素沉着个体中鉴定出33个差异表达的miRNA,其中13个上调,20个下调(倍数变化≥1.5或≤0.67且p≤0.05)。进一步的靶标预测发现了多种假定的靶基因,其中134个基因包括酪氨酸酶(TYR)、酪氨酸酶相关蛋白1(TYRP1)、小眼相关转录因子(MITF)与RNA测序得到的差异表达基因重叠。这些靶基因显著富集到254个GO术语和103条KEGG通路(p<0.001)。其中,酪氨酸代谢、溶酶体、光转导通路等因其参与调节皮肤色素沉着而备受关注。通过qRT-PCR在10个mRNA和10个miRNA中验证了差异表达的mRNA和miRNA的表达模式。通过高通量mRNA和miRNA测序及分析,鉴定出一系列参与鱼类色素沉着的相关mRNA和miRNA。并且miRNA-mRNA调控网络也为进一步阐明鱼类色素沉着缺乏提供了坚实的起点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/780d/5544202/2c9f9b3cbd4a/pone.0181761.g001.jpg

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