Comparative analysis of sequencing technologies for single-cell transcriptomics

被引:74
作者
Natarajan, Kedar Nath [1 ,3 ]
Miao, Zhichao [1 ,2 ]
Jiang, Miaomiao [4 ,5 ]
Huang, Xiaoyun [4 ]
Zhou, Hongpo [4 ]
Xie, Jiarui [4 ]
Wang, Chunqing [4 ]
Qin, Shishang [4 ]
Zhao, Zhikun [4 ]
Wu, Liang [4 ]
Yang, Naibo [4 ]
Li, Bo [4 ]
Hou, Yong [4 ,6 ]
Liu, Shiping [4 ,6 ,7 ]
Teichmann, Sarah A. [1 ,2 ,8 ]
机构
[1] Wellcome Sanger Inst, Wellcome Genome Campus, Cambridge CB10 1SA, England
[2] European Bioinformat Inst EMBL EBI, Wellcome Genome Campus, Cambridge CB10 1SD, England
[3] Univ Southern Denmark, D IAS, Funct Genom & Metab Unit, Dept Biochem & Mol Biol, DK-5230 Odense, Denmark
[4] BGI Shenzhen, Shenzhen 518083, Peoples R China
[5] Southeast Univ, State Key Lab Bioelect, Nanjing 210096, Jiangsu, Peoples R China
[6] BGI Shenzhen, China Natl GeneBank, Shenzhen 518120, Peoples R China
[7] South China Univ Technol, Sch Biol & Biol Engn, Guangzhou, Guangdong, Peoples R China
[8] Univ Cambridge, Theory Condensed Matter, Cavendish Lab, JJ Thomson Ave, Cambridge CB3 0HE, England
来源
GENOME BIOLOGY | 2019年 / 20卷
基金
英国惠康基金; 欧洲研究理事会;
关键词
Single-cell RNA sequencing; Sequencing platforms; Benchmarking scRNA-seq; Illumina sequencing; BGISEQ-500; RNA-SEQ;
D O I
10.1186/s13059-019-1676-5
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Single-cell RNA-seq technologies require library preparation prior to sequencing. Here, we present the first report to compare the cheaper BGISEQ-500 platform to the Illumina HiSeq platform for scRNA-seq. We generate a resource of 468 single cells and 1297 matched single cDNA samples, performing SMARTer and Smart-seq2 protocols on two cell lines with RNA spike-ins. We sequence these libraries on both platforms using single- and paired-end reads. The platforms have comparable sensitivity and accuracy in terms of quantification of gene expression, and low technical variability. Our study provides a standardized scRNA-seq resource to benchmark new scRNA-seq library preparation protocols and sequencing platforms.
引用
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页数:8
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