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人血 RNA 珠蛋白降低后下一代测序表达谱分析的敏感性增加。

Increased sensitivity of next generation sequencing-based expression profiling after globin reduction in human blood RNA.

机构信息

Center for Human and Clinical Genetics, Leiden University Medical Center, Einthovenweg 20, 2333ZC, Leiden, The Netherlands.

出版信息

BMC Genomics. 2012 Jan 18;13:28. doi: 10.1186/1471-2164-13-28.

Abstract

BACKGROUND

Transcriptome analysis is of great interest in clinical research, where significant differences between individuals can be translated into biomarkers of disease. Although next generation sequencing provides robust, comparable and highly informative expression profiling data, with several million of tags per blood sample, reticulocyte globin transcripts can constitute up to 76% of total mRNA compromising the detection of low abundant transcripts. We have removed globin transcripts from 6 human whole blood RNA samples with a human globin reduction kit and compared them with the same non-reduced samples using deep Serial Analysis of Gene Expression.

RESULTS

Globin tags comprised 52-76% of total tags in our samples. Out of 21,633 genes only 87 genes were detected at significantly lower levels in the globin reduced samples. In contrast, 11,338 genes were detected at significantly higher levels in the globin reduced samples. Removing globin transcripts allowed us to also identify 2112 genes that could not be detected in the non-globin reduced samples, with roles in cell surface receptor signal transduction, G-protein coupled receptor protein signalling pathways and neurological processes.

CONCLUSIONS

The reduction of globin transcripts in whole blood samples constitutes a reproducible and reliable method that can enrich data obtained from next generation sequencing-based expression profiling.

摘要

背景

转录组分析在临床研究中非常重要,个体之间的显著差异可以转化为疾病的生物标志物。虽然下一代测序技术提供了强大、可比和高度信息丰富的表达谱数据,每个血液样本有几百万个标签,但网织红细胞球蛋白转录物可以构成总 mRNA 的高达 76%,从而影响低丰度转录物的检测。我们使用人类球蛋白减少试剂盒从 6 个人类全血 RNA 样本中去除了球蛋白转录物,并使用深度基因表达序列分析对其与相同的未减少样本进行了比较。

结果

在我们的样本中,球蛋白标签占总标签的 52-76%。在 21633 个基因中,只有 87 个基因在球蛋白减少的样本中检测到的水平显著降低。相比之下,在球蛋白减少的样本中,有 11338 个基因的检测水平显著升高。去除球蛋白转录物还使我们能够鉴定出 2112 个在未减少球蛋白的样本中无法检测到的基因,这些基因在细胞表面受体信号转导、G 蛋白偶联受体蛋白信号通路和神经过程中发挥作用。

结论

全血样本中球蛋白转录物的减少是一种可重复和可靠的方法,可以丰富基于下一代测序的表达谱分析所获得的数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/acaa/3275489/705ae8333936/1471-2164-13-28-1.jpg

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