Next-generation sequencing of the Chinese hamster ovary microRNA transcriptome: Identification, annotation and profiling of microRNAs as targets for cellular engineering

被引:79
作者
Hackl, Matthias [1 ]
Jakobi, Tobias [2 ]
Blom, Jochen [2 ]
Doppmeier, Daniel [2 ]
Brinkrolf, Karina [3 ]
Szczepanowski, Rafael [3 ]
Bernhart, Stephan H. [4 ]
Siederdissend, Christian Hoener Zu [4 ]
Bort, Juan A. Hernandez [1 ]
Wieser, Matthias [5 ]
Kunert, Renate [1 ]
Jeffs, Simon [6 ]
Hofacker, Ivo L. [4 ]
Goesmann, Alexander [2 ]
Puehler, Alfred [3 ]
Borth, Nicole [1 ,5 ]
Grillari, Johannes [1 ]
机构
[1] Univ Nat Resources & Life Sci Vienna, Dept Biotechnol, A-1190 Vienna, Austria
[2] Univ Bielefeld, Ctr Biotechnol, Inst Bioinformat, D-33594 Bielefeld, Germany
[3] Univ Bielefeld, Ctr Biotechnol, Inst Genome Res & Syst Biol, D-33594 Bielefeld, Germany
[4] Univ Vienna, Inst Theoret Chem, A-1090 Vienna, Austria
[5] Austrian Ctr Ind Biotechnol, A-8010 Graz, Austria
[6] Univ London Imperial Coll Sci Technol & Med, London, England
基金
奥地利科学基金会;
关键词
microRNA; Chinese hamster ovary cells; Next-generation sequencing; RECOMBINANT PROTEIN THERAPEUTICS; CHO-CELLS; EXPRESSION; DATABASE; SUPPRESSION; TEMPERATURE; MICROARRAY; ADAPTATION; SUSPENSION; APOPTOSIS;
D O I
10.1016/j.jbiotec.2011.02.011
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
Chinese hamster ovary (CHO) cells are the predominant cell factory for the production of recombinant therapeutic proteins. Nevertheless, the lack in publicly available sequence information is severely limiting advances in CHO cell biology, including the exploration of microRNAs (miRNA) as tools for CHO cell characterization and engineering. In an effort to identify and annotate both conserved and novel CHO miRNAs in the absence of a Chinese hamster genome, we deep-sequenced small RNA fractions of 6 biotechnologically relevant cell lines and mapped the resulting reads to an artificial reference sequence consisting of all known miRNA hairpins. Read alignment patterns and read count ratios of 5' and 3' mature miRNAs were obtained and used for an independent classification into miR/miR* and 5p/3p miRNA pairs and discrimination of miRNAs from other non-coding RNAs, resulting in the annotation of 387 mature CHO miRNAs. The quantitative content of next-generation sequencing data was analyzed and confirmed using qPCR, to find that miRNAs are markers of cell status. Finally, cDNA sequencing of 26 validated targets of miR-17-92 suggests conserved functions for miRNAs in CHO cells, which together with the now publicly available sequence information sets the stage for developing novel RNAi tools for CHO cell engineering. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:62 / 75
页数:14
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