The human transcriptome is enriched for miRNA-binding sites located in cooperativity-permitting distance

MiRNAs are short, non-coding RNAs that regulate gene expression post-transcriptionally through specific binding to mRNA. Deregulation of miRNAs is associated with various diseases and interference with miRNA function has proven therapeutic potential. Most mRNAs are thought to be regulated by multiple miRNAs and there is some evidence that such joint activity is enhanced if a short distance between sites allows for cooperative binding. Until now, however, the concept of cooperativity among miRNAs has not been addressed in a transcriptome-wide approach. Here, we computationally screened human mRNAs for distances between miRNA binding sites that are expected to promote cooperativity. We find that sites with a maximal spacing of 26 nucleotides are enriched for naturally occurring miRNAs compared with control sequences. Furthermore, miRNAs with similar characteristics as indicated by either co-expression within a specific tissue or co-regulation in a disease context are predicted to target a higher number of mRNAs cooperatively than unrelated miRNAs. These bioinformatic data were compared with genome-wide sets of biochemically validated miRNA targets derived by Argonaute crosslinking and immunoprecipitation (HITS-CLIP and PAR-CLIP). To ease further research into combined and cooperative miRNA function, we developed miRco, a database connecting miRNAs and respective targets involved in distance-defined cooperative regulation (mips.helmholtz-muenchen.de/mirco). In conclusion, our findings suggest that cooperativity of miRNA-target interaction is a widespread phenomenon that may play an important role in miRNA-mediated gene regulation.

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

[2]  Anton J. Enright,et al.  Human MicroRNA Targets , 2004, PLoS biology.

[3]  I. McInnes,et al.  Novel regulatory mechanisms in inflammatory arthritis: a role for microRNA , 2012, Immunology and cell biology.

[4]  L. Zentilin,et al.  MiR-378 Controls Cardiac Hypertrophy by Combined Repression of Mitogen-Activated Protein Kinase Pathway Factors , 2013, Circulation.

[5]  Fabian J Theis,et al.  miTALOS: analyzing the tissue-specific regulation of signaling pathways by human and mouse microRNAs. , 2011, RNA.

[6]  H. Geekiyanage,et al.  MicroRNA-137/181c Regulates Serine Palmitoyltransferase and In Turn Amyloid β, Novel Targets in Sporadic Alzheimer's Disease , 2011, The Journal of Neuroscience.

[7]  W. Filipowicz,et al.  Regulation of mRNA translation and stability by microRNAs. , 2010, Annual review of biochemistry.

[8]  Sean P Ryder,et al.  Argonaute protein identity and pairing geometry determine cooperativity in mammalian RNA silencing. , 2011, RNA.

[9]  John G Doench,et al.  Specificity of microRNA target selection in translational repression. , 2004, Genes & development.

[10]  Myriam Gorospe,et al.  Functional interplay between RNA-binding protein HuR and microRNAs. , 2012, Current protein & peptide science.

[11]  E. Finch,et al.  MicroRNA-Mediated In Vitro and In Vivo Direct Reprogramming of Cardiac Fibroblasts to Cardiomyocytes , 2012, Circulation research.

[12]  J. Brüning,et al.  Obesity-induced overexpression of miRNA-143 inhibits insulin-stimulated AKT activation and impairs glucose metabolism , 2011, Nature Cell Biology.

[13]  Oliver Hofmann,et al.  Capture of MicroRNA–Bound mRNAs Identifies the Tumor Suppressor miR-34a as a Regulator of Growth Factor Signaling , 2011, PLoS genetics.

[14]  H. Coller,et al.  Functional interactions between microRNAs and RNA binding proteins. , 2012, MicroRNA.

[15]  W. Rottbauer,et al.  MicroRNA-21 contributes to myocardial disease by stimulating MAP kinase signalling in fibroblasts , 2008, Nature.

[16]  Jason H. Moore,et al.  Characterization of microRNA expression levels and their biological correlates in human cancer cell lines. , 2007, Cancer research.

[17]  R. Place,et al.  MicroRNA-373 induces expression of genes with complementary promoter sequences , 2008, Proceedings of the National Academy of Sciences.

[18]  L. Lim,et al.  MicroRNA targeting specificity in mammals: determinants beyond seed pairing. , 2007, Molecular cell.

[19]  M. Kiebler,et al.  Faculty Opinions recommendation of Argonaute HITS-CLIP decodes microRNA-mRNA interaction maps. , 2009 .

[20]  Mudit Gupta,et al.  Highly efficient miRNA-mediated reprogramming of mouse and human somatic cells to pluripotency. , 2011, Cell stem cell.

[21]  D. Bartel,et al.  Weak Seed-Pairing Stability and High Target-Site Abundance Decrease the Proficiency of lsy-6 and Other miRNAs , 2011, Nature Structural &Molecular Biology.

[22]  D. Bauer Constructing Confidence Sets Using Rank Statistics , 1972 .

[23]  Scott B. Dewell,et al.  Transcriptome-wide Identification of RNA-Binding Protein and MicroRNA Target Sites by PAR-CLIP , 2010, Cell.

[24]  Nikolaus Rajewsky,et al.  Computational identification of microRNA targets , 2004, Genome Biology.

[25]  C. Burge,et al.  Most mammalian mRNAs are conserved targets of microRNAs. , 2008, Genome research.

[26]  Ola Snøve,et al.  Distance constraints between microRNA target sites dictate efficacy and cooperativity , 2007, Nucleic acids research.

[27]  J. Lieberman,et al.  Desperately seeking microRNA targets , 2010, Nature Structural &Molecular Biology.

[28]  Elisa Izaurralde,et al.  Deadenylation is a widespread effect of miRNA regulation. , 2008, RNA.

[29]  C. Sander,et al.  A Mammalian microRNA Expression Atlas Based on Small RNA Library Sequencing , 2007, Cell.

[30]  Hui Zhou,et al.  starBase: a database for exploring microRNA–mRNA interaction maps from Argonaute CLIP-Seq and Degradome-Seq data , 2010, Nucleic Acids Res..

[31]  Phillip A Sharp,et al.  siRNAs can function as miRNAs , 2003 .

[32]  William Ritchie,et al.  mimiRNA: a microRNA expression profiler and classification resource designed to identify functional correlations between microRNAs and their targets , 2010, Bioinform..

[33]  J. Ule,et al.  iCLIP reveals the function of hnRNP particles in splicing at individual nucleotide resolution , 2010, Nature Structural &Molecular Biology.

[34]  A. Hill A new mathematical treatment of changes of ionic concentration in muscle and nerve under the action of electric currents, with a theory as to their mode of excitation , 1910, The Journal of physiology.

[35]  Fabian J. Theis,et al.  Tissue-Specific Target Analysis of Disease-Associated MicroRNAs in Human Signaling Pathways , 2010, PloS one.

[36]  N. Rajewsky,et al.  Widespread changes in protein synthesis induced by microRNAs , 2008, Nature.

[37]  Olivier Voinnet,et al.  Revisiting the principles of microRNA target recognition and mode of action , 2009, Nature Reviews Molecular Cell Biology.

[38]  T. Thum,et al.  A phenotypic screen to identify hypertrophy-modulating microRNAs in primary cardiomyocytes. , 2012, Journal of molecular and cellular cardiology.

[39]  Fabian J Theis,et al.  PhenomiR: a knowledgebase for microRNA expression in diseases and biological processes , 2010, Genome Biology.

[40]  W. Filipowicz,et al.  Mechanisms of post-transcriptional regulation by microRNAs: are the answers in sight? , 2008, Nature Reviews Genetics.

[41]  Alexander van Oudenaarden,et al.  Genome-wide dissection of microRNA functions and cotargeting networks using gene set signatures. , 2010, Molecular cell.

[42]  C. Croce,et al.  EGFR and MET receptor tyrosine kinase-altered microRNA expression induces tumorigenesis and gefitinib resistance in lung cancers , 2011, Nature medicine.

[43]  J. Sun,et al.  EGFR and MET receptor tyrosine kinase-altered microRNA expression induces tumorigenesis and gefitinib resistance in lung cancers , 2011, Nature Medicine.

[44]  Ron Edgar,et al.  Gene Expression Omnibus ( GEO ) : Microarray data storage , submission , retrieval , and analysis , 2008 .

[45]  Yuriy Gusev,et al.  Systematic evaluation of microRNA processing patterns in tissues, cell lines, and tumors. , 2007, RNA.

[46]  C. Burge,et al.  Conserved Seed Pairing, Often Flanked by Adenosines, Indicates that Thousands of Human Genes are MicroRNA Targets , 2005, Cell.

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

[48]  Mitsugu Sekimoto,et al.  Reprogramming of mouse and human cells to pluripotency using mature microRNAs. , 2011, Cell stem cell.

[49]  Nicholas T. Ingolia,et al.  Mammalian microRNAs predominantly act to decrease target mRNA levels , 2010, Nature.

[50]  D. Bartel MicroRNAs: Target Recognition and Regulatory Functions , 2009, Cell.

[51]  E. Olson,et al.  A signature pattern of stress-responsive microRNAs that can evoke cardiac hypertrophy and heart failure , 2006, Proceedings of the National Academy of Sciences.

[52]  Doron Betel,et al.  The microRNA.org resource: targets and expression , 2007, Nucleic Acids Res..

[53]  C. Burge,et al.  Prediction of Mammalian MicroRNA Targets , 2003, Cell.

[54]  Francis Impens,et al.  The miR-17-92 microRNA cluster regulates multiple components of the TGF-β pathway in neuroblastoma. , 2010, Molecular cell.

[55]  W. Filipowicz,et al.  Mechanisms of miRNA-mediated post-transcriptional regulation in animal cells. , 2009, Current opinion in cell biology.

[56]  Beiyan Zhou,et al.  MicroRNA miR-125b causes leukemia , 2010, Proceedings of the National Academy of Sciences.

[57]  Anjali J. Koppal,et al.  Supplementary data: Comprehensive modeling of microRNA targets predicts functional non-conserved and non-canonical sites , 2010 .

[58]  Anders Krogh,et al.  Signatures of RNA binding proteins globally coupled to effective microRNA target sites. , 2010, Genome research.

[59]  D. Bartel,et al.  The impact of microRNAs on protein output , 2008, Nature.