TY - JOUR
T1 - Next-generation sequencing of the Chinese hamster ovary microRNA transcriptome
T2 - Identification, annotation and profiling of microRNAs as targets for cellular engineering
AU - Hackl, Matthias
AU - Jakobi, Tobias
AU - Blom, Jochen
AU - Doppmeier, Daniel
AU - Brinkrolf, Karina
AU - Szczepanowski, Rafael
AU - Bernhart, Stephan H.
AU - Siederdissen, Christian Höner zu
AU - Bort, Juan A.Hernandez
AU - Wieser, Matthias
AU - Kunert, Renate
AU - Jeffs, Simon
AU - Hofacker, Ivo L.
AU - Goesmann, Alexander
AU - Pühler, Alfred
AU - Borth, Nicole
AU - Grillari, Johannes
N1 - Funding Information:
This work was supported by the GEN-AU project “Non-coding RNAs” [grant number 820982 ] to JG and IH; the BMBF GenoMik-Transfer program [grant number 0315599B ] to JB; and the BOKU DOC grant to MH.
Funding Information:
JG and RK would like to acknowledge support by the FWF Doctoral Programme “Biotop”; DD the support by the International Program “Bioinformatics of Signaling Networks”; MW is supported by the Austrian Center for Industrial Biotechnology (ACIB); and TJ receives a scholarship from the CLIB Graduate Cluster Industrial Biotechnology.
PY - 2011/4/20
Y1 - 2011/4/20
N2 - 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.
AB - 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.
KW - Chinese hamster ovary cells
KW - MicroRNA
KW - Next-generation sequencing
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U2 - 10.1016/j.jbiotec.2011.02.011
DO - 10.1016/j.jbiotec.2011.02.011
M3 - Article
C2 - 21392545
AN - SCOPUS:79955132774
VL - 153
SP - 62
EP - 75
JO - Journal of Biotechnology
JF - Journal of Biotechnology
SN - 0168-1656
IS - 1-2
ER -