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单细胞mRNA扩增进行全RNA测序的可行性。

Feasibility of whole RNA sequencing from single-cell mRNA amplification.

作者信息

Xu Yunbo, Hu Hongliang, Zheng Jie, Li Biaoru

机构信息

Department of Computer Science, MCG, Augusta, GA 30912, USA.

Renji Hospital of Shanghai, Jiaotong University School of Medicine, Shanghai, China.

出版信息

Genet Res Int. 2013;2013:724124. doi: 10.1155/2013/724124. Epub 2013 Dec 23.

Abstract

Single-cell sampling with RNA-seq analysis plays an important role in reference laboratory; cytogenomic diagnosis for specimens on glass-slides or rare cells in circulating blood for tumor and genetic diseases; measurement of sensitivity and specificity in tumor-tissue genomic analysis with mixed-cells; mechanism analysis of differentiation and proliferation of cancer stem cell for academic purpose. Our single- cell RNA-seq technique shows that fragments were 250-450 bp after fragmentation, amplification, and adapter addition. There were 11.6 million reads mapped in raw sequencing reads (19.6 million). The numbers of mapped genes, mapped transcripts, and mapped exons were 31,332, 41,210, and 85,786, respectively. All QC results demonstrated that RNA-seq techniques could be used for single-cell genomic performance. Analysis of the mapped genes showed that the number of genes mapped by RNA-seq (6767 genes) was much higher than that of differential display (288 libraries) among similar specimens which we have developed and published. The single-cell RNA-seq can detect gene splicing using different subtype TGF-beta analysis. The results from using Q-rtPCR tests demonstrated that sensitivity is 76% and specificity is 55% from single-cell RNA-seq technique with some gene expression missing (2/8 genes). However, it will be feasible to use RNA-seq techniques to contribute to genomic medicine at single-cell level.

摘要

单细胞采样结合RNA测序分析在参考实验室中发挥着重要作用;用于玻片上标本或循环血液中肿瘤和遗传疾病的稀有细胞的细胞基因组诊断;混合细胞肿瘤组织基因组分析中敏感性和特异性的测量;出于学术目的对癌症干细胞分化和增殖的机制分析。我们的单细胞RNA测序技术表明,片段化、扩增和添加接头后片段长度为250 - 450 bp。原始测序读数(1960万)中有1160万条读数被映射。映射的基因、转录本和外显子数量分别为31332、41210和85786。所有质量控制结果表明RNA测序技术可用于单细胞基因组性能分析。对映射基因的分析表明,在我们已开发并发表的类似标本中,RNA测序映射的基因数量(6767个基因)远高于差异显示(288个文库)。单细胞RNA测序可通过不同亚型TGF-β分析检测基因剪接。使用定量逆转录PCR测试的结果表明,在一些基因表达缺失(2/8个基因)的情况下,单细胞RNA测序技术的敏感性为76%,特异性为55%。然而,使用RNA测序技术在单细胞水平为基因组医学做出贡献将是可行的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4680/3885331/02002a681d2b/GRI2013-724124.001.jpg

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