Endogenous miRNA and target concentrations determine susceptibility to potential ceRNA competition.

Target competition (ceRNA crosstalk) within miRNA-regulated gene networks has been proposed to influence biological systems. To assess target competition, we characterize and quantitate miRNA networks in two cell types. Argonaute iCLIP reveals that hierarchical binding of high- to low-affinity miRNA targets is a key characteristic of in vivo activity. Quantification of cellular miRNA and mRNA/ncRNA target pool levels indicates that miRNA:target pool ratios and an affinity partitioned target pool accurately predict in vivo Ago binding profiles and miRNA susceptibility to target competition. Using single-cell reporters, we directly test predictions and estimate that ?3,000 additional high-affinity target sites can affect active miRNA families with low endogenous miRNA:target ratios, such as miR-92/25. In contrast, the highly expressed miR-294 and let-7 families are not susceptible to increases of nearly 10,000 sites. These results show differential susceptibility based on endogenous miRNA:target pool ratios and provide a physiological context for ceRNA competition in vivo.

[1]  G. Meister Argonaute proteins: functional insights and emerging roles , 2013, Nature Reviews Genetics.

[2]  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.

[3]  Xuerui Yang,et al.  An Extensive MicroRNA-Mediated Network of RNA-RNA Interactions Regulates Established Oncogenic Pathways in Glioblastoma , 2011, Cell.

[4]  P. Pandolfi,et al.  The multilayered complexity of ceRNA crosstalk and competition , 2014, Nature.

[5]  Megan F. Cole,et al.  Connecting microRNA Genes to the Core Transcriptional Regulatory Circuitry of Embryonic Stem Cells , 2008, Cell.

[6]  T. Hwa,et al.  Small RNAs establish gene expression thresholds. , 2008, Current opinion in microbiology.

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

[8]  Ferdinando Di Cunto,et al.  Coding-Independent Regulation of the Tumor Suppressor PTEN by Competing Endogenous mRNAs , 2011, Cell.

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

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

[11]  Luigi Naldini,et al.  Endogenous microRNA can be broadly exploited to regulate transgene expression according to tissue, lineage and differentiation state , 2007, Nature Biotechnology.

[12]  D. Cacchiarelli,et al.  A Long Noncoding RNA Controls Muscle Differentiation by Functioning as a Competing Endogenous RNA , 2011, Cell.

[13]  A. Mele,et al.  Ago HITS-CLIP decodes miRNA-mRNA interaction maps , 2009, Nature.

[14]  L. Castellano,et al.  Emerging Roles of Competing Endogenous RNAs in Cancer: Insights from the Regulation of PTEN , 2013, Molecular and Cellular Biology.

[15]  Gene W Yeo,et al.  RNA sequence analysis defines Dicer's role in mouse embryonic stem cells , 2007, Proceedings of the National Academy of Sciences.

[16]  C. Burge,et al.  The microRNAs of Caenorhabditis elegans. , 2003, Genes & development.

[17]  Sebastian D. Mackowiak,et al.  Circular RNAs are a large class of animal RNAs with regulatory potency , 2013, Nature.

[18]  P. Sharp,et al.  Rbfox2 controls autoregulation in RNA-binding protein networks , 2014, Genes & development.

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

[20]  P. Pandolfi,et al.  A ceRNA Hypothesis: The Rosetta Stone of a Hidden RNA Language? , 2011, Cell.

[21]  Riccardo Zecchina,et al.  Modelling Competing Endogenous RNA Networks , 2013, PloS one.

[22]  Pier Paolo Pandolfi,et al.  ceRNA cross-talk in cancer: when ce-bling rivalries go awry. , 2013, Cancer discovery.

[23]  R. Sachidanandam,et al.  High-throughput assessment of microRNA activity and function using microRNA sensor and decoy libraries , 2012, Nature Methods.

[24]  Oliver Hofmann,et al.  miR-24 Inhibits cell proliferation by targeting E2F2, MYC, and other cell-cycle genes via binding to "seedless" 3'UTR microRNA recognition elements. , 2009, Molecular cell.

[25]  Margaret S. Ebert,et al.  MicroRNA sponges: competitive inhibitors of small RNAs in mammalian cells , 2007, Nature Methods.

[26]  Julian König,et al.  Analysis of CLIP and iCLIP methods for nucleotide-resolution studies of protein-RNA interactions , 2012, Genome Biology.

[27]  Jay Shendure,et al.  Transcriptome-wide miR-155 binding map reveals widespread noncanonical microRNA targeting. , 2012, Molecular cell.

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

[29]  T. Borodina,et al.  Transcriptome analysis by strand-specific sequencing of complementary DNA , 2009, Nucleic acids research.

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

[31]  T. Tuschl,et al.  Absolute quantification of microRNAs by using a universal reference. , 2009, RNA.

[32]  Grace X. Y. Zheng,et al.  Genome-wide identification of Ago2 binding sites from mouse embryonic stem cells with and without mature microRNAs , 2010, Nature Structural &Molecular Biology.

[33]  Phillip A. Sharp,et al.  Argonaute-Bound Small RNAs from Promoter-Proximal RNA Polymerase II , 2014, Cell.

[34]  J. Kitzman,et al.  Determinants of targeting by endogenous and exogenous microRNAs and siRNAs. , 2007, RNA.

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

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

[37]  D. Tollervey,et al.  Mapping the Human miRNA Interactome by CLASH Reveals Frequent Noncanonical Binding , 2013, Cell.

[38]  Nicolas E. Buchler,et al.  Molecular titration and ultrasensitivity in regulatory networks. , 2008, Journal of molecular biology.

[39]  S. Srikantan,et al.  HuR recruits let-7/RISC to repress c-Myc expression. , 2009, Genes & development.

[40]  R. Zecchina,et al.  Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments , 2013, Proceedings of the National Academy of Sciences.

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

[42]  Vikram Agarwal,et al.  Assessing the ceRNA hypothesis with quantitative measurements of miRNA and target abundance. , 2014, Molecular cell.

[43]  Y. Birnbaum,et al.  MicroRNA-dependent cross-talk between VEGF and HIF1α in the diabetic retina. , 2013, Cellular signalling.

[44]  Matteo Figliuzzi,et al.  MicroRNAs as a selective channel of communication between competing RNAs: a steady-state theory. , 2012, Biophysical journal.

[45]  R. Agami,et al.  MicroRNA regulation by RNA-binding proteins and its implications for cancer , 2011, Nature Reviews Cancer.

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

[47]  Robert L. Judson,et al.  Opposing microRNA families regulate self-renewal in mouse embryonic stem cells , 2010, Nature.

[48]  J. Neilson,et al.  Zcchc11-dependent uridylation of microRNA directs cytokine expression , 2009, Nature Cell Biology.

[49]  C. Fabián Flores-Jasso,et al.  Argonaute Divides Its RNA Guide into Domains with Distinct Functions and RNA-Binding Properties , 2012, Cell.

[50]  Cole Trapnell,et al.  Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. , 2010, Nature biotechnology.

[51]  C. Sander,et al.  Target mRNA abundance dilutes microRNA and siRNA activity , 2010, Molecular systems biology.

[52]  E. Wentzel,et al.  A Hexanucleotide Element Directs MicroRNA Nuclear Import , 2007, Science.

[53]  Grace X. Y. Zheng,et al.  MicroRNAs can generate thresholds in target gene expression , 2011, Nature Genetics.

[54]  Chaochun Liu,et al.  The imprinted H19 lncRNA antagonizes let-7 microRNAs. , 2013, Molecular cell.

[55]  Hernan G. Garcia,et al.  Supplemental Information The Transcription Factor Titration Effect Dictates Level of Gene Expression , 2014 .

[56]  J. Kjems,et al.  Natural RNA circles function as efficient microRNA sponges , 2013, Nature.

[57]  Gene W. Yeo,et al.  Comprehensive discovery of endogenous Argonaute binding sites in Caenorhabditis elegans , 2010, Nature Structural &Molecular Biology.