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Published online before print March 15, 2006, 10.1261/rna.2326106
RNA (2006), 12:733-750. Published by Cold Spring Harbor Laboratory Press. Copyright © 2006 RNA Society.
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A combined computational and microarray-based approach identifies novel microRNAs encoded by human gamma-herpesviruses

Adam Grundhoff1,3, Christopher S. Sullivan2,3 and Don Ganem2

1 Heinrich-Pette Institut für experimentelle Virologie und Immunologie an der Universität Hamburg, D-20251 Hamburg, Germany
2 Howard Hughes Medical Institute, Departments of Microbiology and Medicine, and G.W. Hooper Foundation, University of California, San Francisco, California 94143-0552, USA

We have developed an approach to identify microRNAs (miRNAs) that is based on bioinformatics and array-based technologies, without the use of cDNA cloning. The approach, designed for use on genomes of small size (<2 Mb), was tested on cells infected by either of two lymphotropic herpesviruses, KSHV and EBV. The viral genomes were scanned computationally for pre-miRNAs using an algorithm (VMir) we have developed. Candidate hairpins suggested by this analysis were then synthesized as oligonucleotides on microarrays, and the arrays were hybridized with small RNAs from infected cells. Candidate miRNAs that scored positive on the arrays were then subjected to confirmatory Northern blot analysis. Using this approach, 10 of the known KSHV pre-miRNAs were identified, as well as a novel pre-miRNA that had earlier escaped detection. This method also led to the identification of seven new EBV-encoded pre-miRNAs; by using additional computational approaches, we identified a total of 18 new EBV pre-miRNAs that produce 22 mature miRNA molecules, thereby more than quadrupling the total number of hitherto known EBV miRNAs. The advantages and limitations of the approach are discussed.

Keywords: microRNA; miRNA; herpesvirus; KSHV; EBV


Received December 13, 2005 ; accepted January 19, 2006.


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