An efficient rRNA removal method for RNA sequencing in GC-rich bacteria.

Clelia Peano, Alessandro Pietrelli, Clarissa Consolandi, Elio Rossi, Luca Petiti, Letizia Tagliabue, Gianluca De Bellis, Paolo Landini
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引用次数: 55

Abstract

Unlabelled:

Background: Next generation sequencing (NGS) technologies have revolutionized gene expression studies and functional genomics analysis. However, further improvement of RNA sequencing protocols is still desirable, in order to reduce NGS costs and to increase its accuracy. In bacteria, a major problem in RNA sequencing is the abundance of ribosomal RNA (rRNA), which accounts for 95-98% of total RNA and can therefore hinder sufficient coverage of mRNA, the main focus of transcriptomic studies. Thus, efficient removal of rRNA is necessary to achieve optimal coverage, good detection sensitivity and reliable results. An additional challenge is presented by microorganisms with GC-rich genomes, in which rRNA removal is less efficient.

Results: In this work, we tested two commercial kits for rRNA removal, either alone or in combination, on Burkholderia thailandensis. This bacterium, chosen as representative of the important Burkholderia genus, which includes both pathogenic and environmental bacteria, has a rather large (6.72 Mb) and GC-rich (67.7%) genome. Each enriched mRNA sample was sequenced through paired-end Illumina GAIIx run in duplicate, yielding between 10 and 40 million reads. We show that combined treatment with both kits allows an mRNA enrichment of more than 238-fold, enabling the sequencing of almost all (more than 90%) B. thailandensis transcripts from less than 10 million reads, without introducing any bias in mRNA relative abundance, thus preserving differential expression profile.

Conclusions: The mRNA enrichment protocol presented in this work leads to an increase in detection sensitivity up to 770% compared to total RNA; such increased sensitivity allows for a corresponding reduction in the number of sequencing reads necessary for the complete analysis of whole transcriptome expression profiling. Thus we can conclude that the MICROBExpress/Ovation combined rRNA removal method could be suitable for RNA sequencing of whole transcriptomes of microorganisms with high GC content and complex genomes enabling at the same time an important scaling down of sequencing costs.

Abstract Image

Abstract Image

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一种用于富gc细菌RNA测序的高效rRNA去除方法。
背景:下一代测序(NGS)技术已经彻底改变了基因表达研究和功能基因组学分析。然而,为了降低NGS成本和提高其准确性,RNA测序方案的进一步改进仍然是可取的。在细菌中,RNA测序的一个主要问题是核糖体RNA (rRNA)的丰度,它占总RNA的95-98%,因此可能阻碍转录组学研究的主要焦点mRNA的充分覆盖。因此,为了获得最佳的覆盖范围、良好的检测灵敏度和可靠的结果,需要有效地去除rRNA。另一个挑战是具有富gc基因组的微生物,其rRNA去除效率较低。结果:在这项工作中,我们测试了两种商业试剂盒的rRNA去除,无论是单独或联合,对泰国伯克霍尔德氏菌。该细菌被选为重要的伯克霍尔德菌属的代表,该属包括致病菌和环境细菌,具有相当大的基因组(6.72 Mb)和富含gc(67.7%)。每个富集的mRNA样本通过配对端Illumina GAIIx重复测序,产生1000万至4000万reads。我们发现,两种试剂盒的联合处理可以使mRNA富集量超过238倍,从而可以测序几乎所有(超过90%)少于1000万reads的泰国芽草转录本,而不会引入mRNA相对丰度的任何偏差,从而保留差异表达谱。结论:与总RNA相比,本研究提出的mRNA富集方案可使检测灵敏度提高770%;这种增加的灵敏度允许相应减少完整分析整个转录组表达谱所需的测序读数的数量。因此,我们可以得出结论,MICROBExpress/Ovation联合rRNA去除方法适用于高GC含量和复杂基因组的微生物全转录组的RNA测序,同时可以显著降低测序成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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