In-depth characterization of the microRNA transcriptome in a leukemia progression model.

MicroRNAs (miRNAs) have been shown to play important roles in physiological as well as multiple malignant processes, including acute myeloid leukemia (AML). In an effort to gain further insight into the role of miRNAs in AML, we have applied the Illumina massively parallel sequencing platform to carry out an in-depth analysis of the miRNA transcriptome in a murine leukemia progression model. This model simulates the stepwise conversion of a myeloid progenitor cell by an engineered overexpression of the nucleoporin 98 (NUP98)-homeobox HOXD13 fusion gene (ND13), to aggressive AML inducing cells upon transduction with the oncogenic collaborator Meis1. From this data set, we identified 307 miRNA/miRNA species in the ND13 cells and 306 miRNA/miRNA species in ND13+Meis1 cells, corresponding to 223 and 219 miRNA genes. Sequence counts varied between two and 136,558, indicating a remarkable expression range between the detected miRNA species. The large number of miRNAs expressed and the nature of differential expression suggest that leukemic progression as modeled here is dictated by the repertoire of shared, but differentially expressed miRNAs. Our finding of extensive sequence variations (isomiRs) for almost all miRNA and miRNA species adds additional complexity to the miRNA transcriptome. A stringent target prediction analysis coupled with in vitro target validation revealed the potential for miRNA-mediated release of oncogenes that facilitates leukemic progression from the preleukemic to leukemia inducing state. Finally, 55 novel miRNAs species were identified in our data set, adding further complexity to the emerging world of small RNAs.

[1]  Caroline Lee,et al.  220-plex microRNA expression profile of a single cell , 2006, Nature Protocols.

[2]  Michael Zuker,et al.  MicroRNA-responsive 'sensor' transgenes uncover Hox-like and other developmentally regulated patterns of vertebrate microRNA expression , 2004, Nature Genetics.

[3]  T Chaplin,et al.  MicroRNA miR-181a correlates with morphological sub-class of acute myeloid leukaemia and the expression of its target genes in global genome-wide analysis , 2007, Leukemia.

[4]  U. Kutay,et al.  Nuclear Export of MicroRNA Precursors , 2004, Science.

[5]  E. Hernando,et al.  microRNAs and cancer: role in tumorigenesis, patient classification and therapy , 2007, Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico.

[6]  E. Kistner,et al.  Let-7 expression defines two differentiation stages of cancer , 2007, Proceedings of the National Academy of Sciences.

[7]  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.

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

[9]  Christopher M. Player,et al.  Large-Scale Sequencing Reveals 21U-RNAs and Additional MicroRNAs and Endogenous siRNAs in C. elegans , 2006, Cell.

[10]  Hong Jiang,et al.  Identification of human fetal liver miRNAs by a novel method , 2005, FEBS letters.

[11]  R. Humphries,et al.  Transplantable cell lines generated with NUP98–Hox fusion genes undergo leukemic progression by Meis1 independent of its binding to DNA , 2005, Leukemia.

[12]  Dang D. Long,et al.  Potent effect of target structure on microRNA function , 2007, Nature Structural &Molecular Biology.

[13]  M. Heuser,et al.  Linkage of Meis1 leukemogenic activity to multiple downstream effectors including Trib2 and Ccl3. , 2008, Experimental hematology.

[14]  F. Tang,et al.  Maternal microRNAs are essential for mouse zygotic development. , 2007, Genes & development.

[15]  M. Serra,et al.  Comprehensive thermodynamic analysis of 3′ double-nucleotide overhangs neighboring Watson–Crick terminal base pairs , 2006, Nucleic acids research.

[16]  Y. Akao,et al.  let-7 microRNA functions as a potential growth suppressor in human colon cancer cells. , 2006, Biological & pharmaceutical bulletin.

[17]  Anindya Dutta,et al.  MicroRNAs: small but potent oncogenes or tumor suppressors. , 2006, Current opinion in investigational drugs.

[18]  George A Calin,et al.  MicroRNA signatures associated with cytogenetics and prognosis in acute myeloid leukemia. , 2008, Blood.

[19]  Edwin Cuppen,et al.  Diversity of microRNAs in human and chimpanzee brain , 2006, Nature Genetics.

[20]  J. Milbrandt,et al.  Abrogation of nuclear receptors Nr4a3 andNr4a1 leads to development of acute myeloid leukemia , 2007, Nature Medicine.

[21]  X. Agirre,et al.  MicroRNAs as cancer players: potential clinical and biological effects. , 2007, DNA and cell biology.

[22]  James R. Knight,et al.  Genome sequencing in microfabricated high-density picolitre reactors , 2005, Nature.

[23]  Qinghua Liu,et al.  The miRNA Pathway Intrinsically Controls Self-Renewal of Drosophila Germline Stem Cells , 2007, Current Biology.

[24]  R. Sachidanandam,et al.  A role for microRNAs in maintenance of mouse mammary epithelial progenitor cells , 2007 .

[25]  Rudolf Jaenisch,et al.  DGCR8 is essential for microRNA biogenesis and silencing of embryonic stem cell self-renewal , 2007, Nature Genetics.

[26]  J. G. Patton,et al.  MiRNA expression analysis during normal zebrafish development and following inhibition of the Hedgehog and Notch signaling pathways , 2007, Developmental dynamics : an official publication of the American Association of Anatomists.

[27]  A. Fire,et al.  Patterns of known and novel small RNAs in human cervical cancer. , 2007, Cancer research.

[28]  T. Hubbard,et al.  A census of human cancer genes , 2004, Nature Reviews Cancer.

[29]  Timothy S Davison,et al.  Analyzing micro-RNA expression using microarrays. , 2006, Methods in enzymology.

[30]  R. Weinberg,et al.  Tumour invasion and metastasis initiated by microRNA-10b in breast cancer , 2007, Nature.

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

[32]  C. Sander,et al.  Identification of microRNAs of the herpesvirus family , 2005, Nature Methods.

[33]  Chris Jay,et al.  miRNA profiling for diagnosis and prognosis of human cancer. , 2007, DNA and cell biology.

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

[35]  Carlo M. Croce,et al.  MicroRNAs 17-5p–20a–106a control monocytopoiesis through AML1 targeting and M-CSF receptor upregulation , 2007, Nature Cell Biology.

[36]  M. Dugas,et al.  Identification of acute myeloid leukaemia associated microRNA expression patterns , 2007, British journal of haematology.

[37]  Hervé Seitz,et al.  Argonaute Loading Improves the 5′ Precision of Both MicroRNAs and Their miRNA∗ Strands in Flies , 2008, Current Biology.

[38]  Sam Griffiths-Jones,et al.  miRBase: the microRNA sequence database. , 2006, Methods in molecular biology.

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

[40]  F. Lo‐Coco,et al.  Epigenetic silencing of the myelopoiesis regulator microRNA-223 by the AML1/ETO oncoprotein. , 2007, Cancer cell.

[41]  Yukio Kawahara,et al.  RNA editing of the microRNA‐151 precursor blocks cleavage by the Dicer–TRBP complex , 2007, EMBO reports.

[42]  T. Tammela,et al.  MicroRNA expression profiling in prostate cancer. , 2007, Cancer research.

[43]  J. Lieberman,et al.  let-7 Regulates Self Renewal and Tumorigenicity of Breast Cancer Cells , 2007, Cell.

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

[45]  Fang Wang,et al.  Human microRNA clusters: genomic organization and expression profile in leukemia cell lines. , 2006, Biochemical and biophysical research communications.

[46]  Ryan D. Morin,et al.  Application of massively parallel sequencing to microRNA profiling and discovery in human embryonic stem cells. , 2008, Genome research.

[47]  Wei Yan,et al.  Tissue-dependent paired expression of miRNAs , 2007, Nucleic acids research.

[48]  Hong Duan,et al.  The regulatory activity of microRNA* species has substantial influence on microRNA and 3′ UTR evolution , 2008, Nature Structural &Molecular Biology.

[49]  Jeremy J. W. Chen,et al.  Unique MicroRNA signature and clinical outcome of cancers. , 2007, DNA and cell biology.

[50]  C. Croce,et al.  MicroRNA genes are frequently located near mouse cancer susceptibility loci , 2007, Proceedings of the National Academy of Sciences.

[51]  Michael Zuker,et al.  Mfold web server for nucleic acid folding and hybridization prediction , 2003, Nucleic Acids Res..

[52]  Eugene Berezikov,et al.  Approaches to microRNA discovery , 2006, Nature Genetics.

[53]  Massimo Negrini,et al.  MicroRNAs in human cancer: from research to therapy , 2007, Journal of Cell Science.

[54]  David P. Bartel,et al.  Supporting Online Material Materials and Methods Fig. S1 Tables S1 and S2 References Database S1 Disrupting the Pairing between Let-7 and Hmga2 Enhances Oncogenic Transformation , 2022 .

[55]  R. Jaenisch,et al.  DGCR 8 is essential for microRNA biogenesis and silencing of embryonic stem cell self-renewal , 2007 .

[56]  Todd R. Golub,et al.  MicroRNA Expression Signatures Accurately Discriminate Acute Lymphoblastic Leukemia from Acute Myeloid Leukemia. , 2007 .

[57]  Bob Löwenberg,et al.  MicroRNA expression profiling in relation to the genetic heterogeneity of acute myeloid leukemia. , 2008, Blood.

[58]  L. Looijenga,et al.  Relevance of microRNAs in normal and malignant development, including human testicular germ cell tumours. , 2007, International journal of andrology.

[59]  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.

[60]  Alessandro Fatica,et al.  A Minicircuitry Comprised of MicroRNA-223 and Transcription Factors NFI-A and C/EBPα Regulates Human Granulopoiesis , 2005, Cell.

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

[62]  C. Buske,et al.  Induction of acute myeloid leukemia in mice by the human leukemia-specific fusion gene NUP98-HOXD13 in concert with Meis1. , 2003, Blood.

[63]  Thomas Tuschl,et al.  Identification and characterization of small RNAs involved in RNA silencing , 2005, FEBS letters.

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

[65]  J. M. Thomson,et al.  MicroRNA expression profiles in head and neck cancer cell lines. , 2007, Biochemical and biophysical research communications.

[66]  Anindya Dutta,et al.  The tumor suppressor microRNA let-7 represses the HMGA2 oncogene. , 2007, Genes & development.