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采用 DNA 微阵列和下一代测序技术对植物乳杆菌 WCFS1 转录组进行比较分析。

Comparative analysis of Lactobacillus plantarum WCFS1 transcriptomes by using DNA microarray and next-generation sequencing technologies.

机构信息

TI Food and Nutrition (TIFN), Wageningen, the Netherlands.

出版信息

Appl Environ Microbiol. 2012 Jun;78(12):4141-8. doi: 10.1128/AEM.00470-12. Epub 2012 Apr 6.

DOI:10.1128/AEM.00470-12
PMID:22492454
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3370542/
Abstract

RNA sequencing is starting to compete with the use of DNA microarrays for transcription analysis in eukaryotes as well as in prokaryotes. The application of RNA sequencing in prokaryotes requires additional steps in the RNA preparation procedure to increase the relative abundance of mRNA and cannot employ the poly(T)-primed approach in cDNA synthesis. In this study, we aimed to validate the use of RNA sequencing (direct cDNA sequencing and 3'-untranslated region [UTR] sequencing) using Lactobacillus plantarum WCFS1 as a model organism, employing its established microarray platform as a reference. A limited effect of mRNA enrichment on genome-wide transcript quantification was observed, and comparative transcriptome analyses were performed for L. plantarum WCFS1 grown in two different laboratory media. Microarray analyses and both RNA sequencing methods resulted in similar depths of analysis and generated similar fold-change ratios of differentially expressed genes. The highest overall correlation was found between microarray and direct cDNA sequencing-derived transcriptomes, while the 3'-UTR sequencing-derived transcriptome appeared to deviate the most. Overall, a high similarity between patterns of transcript abundance and fold-change levels of differentially expressed genes was detected by all three methods, indicating that the biological conclusions drawn from the transcriptome data were consistent among the three technologies.

摘要

RNA 测序开始与 DNA 微阵列一起用于真核生物和原核生物的转录分析。在原核生物中应用 RNA 测序需要在 RNA 制备过程中增加额外的步骤来增加 mRNA 的相对丰度,并且不能在 cDNA 合成中采用 poly(T)-引物方法。在这项研究中,我们旨在使用植物乳杆菌 WCFS1 作为模型生物验证 RNA 测序(直接 cDNA 测序和 3'-非翻译区 [UTR] 测序)的使用,将其既定的微阵列平台作为参考。观察到 mRNA 富集对全基因组转录定量的影响有限,并对在两种不同实验室培养基中生长的植物乳杆菌 WCFS1 进行了比较转录组分析。微阵列分析和两种 RNA 测序方法都产生了相似的分析深度,并生成了差异表达基因相似的倍数变化比率。在微阵列和直接 cDNA 测序衍生的转录组之间发现了最高的总体相关性,而 3'-UTR 测序衍生的转录组似乎偏离最大。总体而言,所有三种方法都检测到转录丰度模式和差异表达基因的倍数变化水平之间具有高度相似性,表明从转录组数据得出的生物学结论在三种技术之间是一致的。

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