Analyzing micro-RNA expression using microarrays.

The discovery of micro-RNAs (miRNAs) and the growing appreciation of the importance of micro-RNAs in the regulation of gene expression are driving increasing interest in miRNA expression profiling. Early studies have suggested prominent roles for these genetically encoded regulatory molecules in a variety of normal biological processes and diseases, particularly cancer. However, the field of miRNA expression profiling is in its infancy. Several factors, including the small size, the unknown but limited number of miRNAs, and the tissue-to-tissue and tissue-to-disease state variability in miRNA expression, make the adaptation of microarray technology to the evaluation of miRNA expression nontrivial. This chapter describes the unique features of miRNA microarray experiments and analysis and provides a case study demonstrating our approach to miRNA expression analysis.

[1]  Y. Yatabe,et al.  Reduced Expression of the let-7 MicroRNAs in Human Lung Cancers in Association with Shortened Postoperative Survival , 2004, Cancer Research.

[2]  Ranit Aharonov,et al.  MicroRNA expression detected by oligonucleotide microarrays: system establishment and expression profiling in human tissues. , 2004, Genome research.

[3]  John Bracht,et al.  MicroRNAs: a developing story. , 2005, Current opinion in genetics & development.

[4]  V. Ambros,et al.  The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14 , 1993, Cell.

[5]  Terence P. Speed,et al.  A comparison of normalization methods for high density oligonucleotide array data based on variance and bias , 2003, Bioinform..

[6]  G Nikiforidis,et al.  Operational criteria for selecting a cDNA microarray data normalization algorithm. , 2006, Oncology reports.

[7]  R. Shiekhattar,et al.  MicroRNA biogenesis and cancer. , 2005, Cancer research.

[8]  C. Croce,et al.  An oligonucleotide microchip for genome-wide microRNA profiling in human and mouse tissues. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[9]  T. Speed,et al.  Summaries of Affymetrix GeneChip probe level data. , 2003, Nucleic acids research.

[10]  Lena Smirnova,et al.  Regulation of miRNA expression during neural cell specification , 2005, The European journal of neuroscience.

[11]  T. Tuschl,et al.  RNA interference is mediated by 21- and 22-nucleotide RNAs. , 2001, Genes & development.

[12]  D. Bartel,et al.  Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes. , 2005, RNA.

[13]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[14]  Konstantin Khrapko,et al.  A microRNA array reveals extensive regulation of microRNAs during brain development. , 2003, RNA.

[15]  Seongjoon Koo,et al.  Development of a micro-array to detect human and mouse microRNAs and characterization of expression in human organs. , 2004, Nucleic acids research.

[16]  Oliver Hobert,et al.  MicroRNAs act sequentially and asymmetrically to control chemosensory laterality in the nematode , 2004, Nature.

[17]  B. Reinhart,et al.  The 21-nucleotide let-7 RNA regulates developmental timing in Caenorhabditis elegans , 2000, Nature.

[18]  Arndt Borkhardt,et al.  High expression of precursor microRNA‐155/BIC RNA in children with Burkitt lymphoma , 2004, Genes, chromosomes & cancer.

[19]  Martin Vingron,et al.  Variance stabilization applied to microarray data calibration and to the quantification of differential expression , 2002, ISMB.

[20]  C. Perou,et al.  A custom microarray platform for analysis of microRNA gene expression , 2004, Nature Methods.

[21]  Stijn van Dongen,et al.  miRBase: microRNA sequences, targets and gene nomenclature , 2005, Nucleic Acids Res..

[22]  C. Croce,et al.  A microRNA expression signature of human solid tumors defines cancer gene targets , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[23]  Phillip D. Zamore,et al.  Ribo-gnome: The Big World of Small RNAs , 2005, Science.

[24]  C. Croce,et al.  miR-15 and miR-16 induce apoptosis by targeting BCL2. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[25]  H. Horvitz,et al.  MicroRNA expression profiles classify human cancers , 2005, Nature.

[26]  Pasko Rakic,et al.  Microarray analysis of microRNA expression in the developing mammalian brain , 2004, Genome Biology.

[27]  B. Harfe,et al.  MicroRNAs in vertebrate development. , 2005, Current opinion in genetics & development.

[28]  E. Miska,et al.  MicroRNA functions in animal development and human disease , 2005, Development.

[29]  G. Dreyfuss,et al.  Numerous microRNPs in neuronal cells containing novel microRNAs. , 2003, RNA.

[30]  G. Ruvkun,et al.  A uniform system for microRNA annotation. , 2003, RNA.

[31]  E. I. Rogaev,et al.  Small RNAs in Human Brain Development and Disorders , 2005, Biochemistry (Moscow).

[32]  Michael T. McManus,et al.  The microRNA miR-196 acts upstream of Hoxb8 and Shh in limb development , 2005, Nature.

[33]  Jeffrey Shelton,et al.  An optimized isolation and labeling platform for accurate microRNA expression profiling. , 2005, RNA.

[34]  C. Burge,et al.  Vertebrate MicroRNA Genes , 2003, Science.

[35]  Shuta Tomida,et al.  Reduced expression of Dicer associated with poor prognosis in lung cancer patients , 2005, Cancer science.

[36]  M. Byrom,et al.  Antisense inhibition of human miRNAs and indications for an involvement of miRNA in cell growth and apoptosis , 2005, Nucleic acids research.

[37]  Michael Z Michael,et al.  Reduced accumulation of specific microRNAs in colorectal neoplasia. , 2003, Molecular cancer research : MCR.

[38]  R. Stephens,et al.  Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. , 2006, Cancer cell.

[39]  Chun Xing Li,et al.  Differential expression of components of the microRNA machinery during mouse organogenesis. , 2005, Biochemical and biophysical research communications.

[40]  R. Plasterk,et al.  MicroRNA function in animal development , 2005, FEBS letters.

[41]  F. Slack,et al.  Reciprocal expression of lin‐41 and the microRNAs let‐7 and mir‐125 during mouse embryogenesis , 2005, Developmental dynamics : an official publication of the American Association of Anatomists.

[42]  D. Allison,et al.  Microarray data analysis: from disarray to consolidation and consensus , 2006, Nature Reviews Genetics.

[43]  F. Slack,et al.  RAS Is Regulated by the let-7 MicroRNA Family , 2005, Cell.

[44]  F. Slack,et al.  Oncomirs — microRNAs with a role in cancer , 2006, Nature Reviews Cancer.

[45]  Quaid Morris,et al.  Probing microRNAs with microarrays: tissue specificity and functional inference. , 2004, RNA.

[46]  C. Croce,et al.  Frequent deletions and down-regulation of micro- RNA genes miR15 and miR16 at 13q14 in chronic lymphocytic leukemia , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[47]  Muller Fabbri,et al.  A MicroRNA signature associated with prognosis and progression in chronic lymphocytic leukemia. , 2005, The New England journal of medicine.

[48]  D. Bartel MicroRNAs Genomics, Biogenesis, Mechanism, and Function , 2004, Cell.

[49]  C. Croce,et al.  MicroRNA profiling reveals distinct signatures in B cell chronic lymphocytic leukemias. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[50]  K. Kosik,et al.  MicroRNA-21 is an antiapoptotic factor in human glioblastoma cells. , 2005, Cancer research.

[51]  Brian S. Roberts,et al.  The colorectal microRNAome. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[52]  John Quackenbush Microarray data normalization and transformation , 2002, Nature Genetics.

[53]  G. Maira,et al.  Extensive modulation of a set of microRNAs in primary glioblastoma. , 2005, Biochemical and biophysical research communications.

[54]  F. Slack,et al.  MicroRNAs as a potential magic bullet in cancer. , 2006, Future oncology.

[55]  S. Hammond,et al.  MicroRNAs as oncogenes. , 2006, Current opinion in genetics & development.

[56]  C. Croce,et al.  miRNAs, Cancer, and Stem Cell Division , 2005, Cell.

[57]  F. Tang,et al.  MicroRNA expression profiling of single whole embryonic stem cells , 2006, Nucleic acids research.

[58]  Bruce A. Hay,et al.  The Drosophila MicroRNA Mir-14 Suppresses Cell Death and Is Required for Normal Fat Metabolism , 2003, Current Biology.

[59]  G. Ruvkun,et al.  Posttranscriptional regulation of the heterochronic gene lin-14 by lin-4 mediates temporal pattern formation in C. elegans , 1993, Cell.

[60]  R. Goodman,et al.  Role reversal: the regulation of neuronal gene expression by microRNAs , 2005, Current Opinion in Neurobiology.

[61]  F. Dietrich,et al.  Morphogenesis in skin is governed by discrete sets of differentially expressed microRNAs , 2006, Nature Genetics.

[62]  R. Russell,et al.  bantam Encodes a Developmentally Regulated microRNA that Controls Cell Proliferation and Regulates the Proapoptotic Gene hid in Drosophila , 2003, Cell.