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Ion Torrent 和 Illumina 是两种互补的 RNA-seq 平台,可用于构建欧洲栓皮栎(Quercus ilex)转录组。

Ion Torrent and lllumina, two complementary RNA-seq platforms for constructing the holm oak (Quercus ilex) transcriptome.

机构信息

Agroforestry and Plant Biochemistry and Proteomics Research Group, Department of Biochemistry and Molecular Biology, University of Cordoba, Cordoba, Spain.

Bioinformatics Unit, Servicio Central de Apoyo a la Investigación (SCAI), University of Cordoba, Cordoba, Spain.

出版信息

PLoS One. 2019 Jan 16;14(1):e0210356. doi: 10.1371/journal.pone.0210356. eCollection 2019.

DOI:10.1371/journal.pone.0210356
PMID:30650136
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6334949/
Abstract

Transcriptome analysis is widely used in plant biology research to explore gene expression across a large variety of biological contexts such as those related to environmental stress and plant-pathogen interaction. Currently, next generation sequencing platforms are used to obtain a high amount of raw data to build the transcriptome of any plant. Here, we compare Illumina and Ion Torrent sequencing platforms for the construction and analysis of the holm oak (Quercus ilex) transcriptome. Genomic analysis of this forest tree species is a major challenge considering its recalcitrant character and the absence of previous molecular studies. In this study, Quercus ilex raw sequencing reads were obtained from Illumina and Ion Torrent and assembled by three different algorithms, MIRA, RAY and TRINITY. A hybrid transcriptome combining both sequencing technologies was also obtained in this study. The RAY-hybrid assembly generated the most complete transcriptome (1,116 complete sequences of which 1,085 were single copy) with a E90N50 of 1,122 bp. The MIRA-Illumina and TRINITY-Ion Torrent assemblies annotated the highest number of total transcripts (62,628 and 74,058 respectively). MIRA-Ion Torrent showed the highest number of shared sequences (84.8%) with the oak transcriptome. All the assembled transcripts from the hybrid transcriptome were annotated with gene ontology grouping them in terms of biological processes, molecular functions and cellular components. In addition, an in silico proteomic analysis was carried out using the translated assemblies as databases. Those from Ion Torrent showed more proteins compared to the Illumina and hybrid assemblies. This new generated transcriptome represents a valuable tool to conduct differential gene expression studies in response to biotic and abiotic stresses and to assist and validate the ongoing Q. ilex whole genome sequencing.

摘要

转录组分析广泛应用于植物生物学研究,以探索各种生物背景下的基因表达,如与环境胁迫和植物-病原体相互作用相关的背景。目前,下一代测序平台用于获取大量原始数据,以构建任何植物的转录组。在这里,我们比较了 Illumina 和 Ion Torrent 测序平台在构建和分析油橄榄(Quercus ilex)转录组方面的性能。考虑到其顽固的特性和缺乏先前的分子研究,对这种森林树种进行基因组分析是一个重大挑战。在这项研究中,我们从 Illumina 和 Ion Torrent 获得了油橄榄的原始测序读数,并通过三种不同的算法(MIRA、RAY 和 TRINITY)进行了组装。在这项研究中,还获得了一个结合了两种测序技术的混合转录组。RAY-hybrid 组装生成了最完整的转录组(1116 条完整序列,其中 1085 条是单拷贝),E90N50 为 1122bp。MIRA-Illumina 和 TRINITY-Ion Torrent 组装分别注释了最多的总转录本(分别为 62628 个和 74058 个)。MIRA-Ion Torrent 与橡木转录组共享的序列最多(84.8%)。混合转录组中所有组装的转录本都根据生物过程、分子功能和细胞成分进行了基因本体注释。此外,还使用翻译后的组装数据库进行了虚拟蛋白质组学分析。与 Illumina 和混合组装相比,Ion Torrent 组装的蛋白质更多。这个新生成的转录组代表了一个有价值的工具,可以进行生物和非生物胁迫下的差异基因表达研究,并协助和验证正在进行的 Q. ilex 全基因组测序。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/42d770db4c00/pone.0210356.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/2b66810f0afa/pone.0210356.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/bf9ce74ff45f/pone.0210356.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/417d0fd761ec/pone.0210356.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/42d770db4c00/pone.0210356.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/2b66810f0afa/pone.0210356.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/bf9ce74ff45f/pone.0210356.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/417d0fd761ec/pone.0210356.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ae5/6334949/42d770db4c00/pone.0210356.g004.jpg

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