MicroRNAs Distinguish Cytogenetic Subgroups in Pediatric AML and Contribute to Complex Regulatory Networks in AML-Relevant Pathways

Background The role of microRNAs (miRNAs), important post-transcriptional regulators, in the pathogenesis of acute myeloid leukemia (AML) is just emerging and has been mainly studied in adults. First studies in children investigate single selected miRNAs, however, a comprehensive overview of miRNA expression and function in children and young adults is missing so far. Methodology/Principal Findings We here globally identified differentially expressed miRNAs between AML subtypes in a survey of 102 children and adolescent. Pediatric samples with core-binding factor AML and promyelocytic leukemia could be distinguished from each other and from MLL-rearranged AML subtypes by differentially expressed miRNAs including miR-126, -146a, -181a/b, -100, and miR-125b. Subsequently, we established a newly devised immunoprecipitation assay followed by rapid microarray detection for the isolation of Argonaute proteins, the hallmark of miRNA targeting complexes, from cell line models resembling core-binding factor and promyelocytic leukemia. Applying this method, we were able to identify Ago-associated miRNAs and their targeted mRNAs. Conclusions/Significance miRNAs as well as their mRNA-targets showed binding preferences for the different Argonaute proteins in a cell context-dependent manner. Bioinformatically-derived pathway analysis suggested a concerted action of all four Argonaute complexes in the regulation of AML-relevant pathways. For the first time, to our knowledge, a complete AML data set resulting from carefully devised biochemical isolation experiments and analysis of Ago-associated miRNAs and their target-mRNAs is now available.

[1]  T. Tuschl,et al.  Human Argonaute2 mediates RNA cleavage targeted by miRNAs and siRNAs. , 2004, Molecular cell.

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

[3]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[4]  Ross Ihaka,et al.  Gentleman R: R: A language for data analysis and graphics , 1996 .

[5]  Wolfgang Wagner,et al.  MicroRNAs are shaping the hematopoietic landscape , 2012, Haematologica.

[6]  Liang-Hu Qu,et al.  MicroRNA Patterns Associated with Clinical Prognostic Parameters and CNS Relapse Prediction in Pediatric Acute Leukemia , 2009, PloS one.

[7]  Gunter Meister,et al.  A multifunctional human Argonaute2-specific monoclonal antibody. , 2008, RNA.

[8]  A. Borkhardt,et al.  MiR-125 in normal and malignant hematopoiesis , 2012, Leukemia.

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

[10]  G. Henze,et al.  Treatment strategies and long-term results in paediatric patients treated in four consecutive AML-BFM trials , 2005, Leukemia.

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

[12]  C. Croce,et al.  MicroRNA gene expression during retinoic acid-induced differentiation of human acute promyelocytic leukemia , 2007, Oncogene.

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

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

[15]  Jordan M. Komisarow,et al.  RIP-Chip: the isolation and identification of mRNAs, microRNAs and protein components of ribonucleoprotein complexes from cell extracts , 2006, Nature Protocols.

[16]  A. Dejean,et al.  Senescence is an endogenous trigger for microRNA-directed transcriptional gene silencing in human cells , 2012, Nature Cell Biology.

[17]  N. Rajewsky,et al.  A human snoRNA with microRNA-like functions. , 2008, Molecular cell.

[18]  Taku A. Tokuyasu,et al.  EGAN: exploratory gene association networks , 2010, Bioinform..

[19]  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.

[20]  T. Pabst,et al.  Complexity of miR-223 regulation by CEBPA in human AML. , 2010, Leukemia research.

[21]  J. Steitz,et al.  Evidence for reassociation of RNA-binding proteins after cell lysis: implications for the interpretation of immunoprecipitation analyses. , 2004, RNA.

[22]  Torsten Haferlach,et al.  AML1–ETO downregulates the granulocytic differentiation factor C/EBPα in t(8;21) myeloid leukemia , 2001, Nature Medicine.

[23]  G. Meister,et al.  Identification of Human microRNA Targets From Isolated Argonaute Protein Complexes , 2007, RNA biology.

[24]  Yoko Fukuda,et al.  An Evolutionarily Conserved Mechanism for MicroRNA-223 Expression Revealed by MicroRNA Gene Profiling , 2007, Cell.

[25]  T. Golub,et al.  MicroRNA expression signatures accurately discriminate acute lymphoblastic leukemia from acute myeloid leukemia , 2007, Proceedings of the National Academy of Sciences.

[26]  Xiaozhong Wang,et al.  Essential and overlapping functions for mammalian Argonautes in microRNA silencing. , 2009, Genes & development.

[27]  R. Russell,et al.  Animal MicroRNAs Confer Robustness to Gene Expression and Have a Significant Impact on 3′UTR Evolution , 2005, Cell.

[28]  A. Khwaja,et al.  Constitutive activation of the Wnt/β-catenin signalling pathway in acute myeloid leukaemia , 2005, Oncogene.

[29]  M. Zavolan,et al.  Molecular characterization of human Argonaute-containing ribonucleoprotein complexes and their bound target mRNAs. , 2008, RNA.

[30]  Natalie G Ahn,et al.  Quantitative functions of Argonaute proteins in mammalian development. , 2012, Genes & development.

[31]  E. Feingold,et al.  Decreased expression of miR‐125b and miR‐100 in oral cancer cells contributes to malignancy , 2009, Genes, chromosomes & cancer.

[32]  J. M. Thomson,et al.  Argonaute2 Is the Catalytic Engine of Mammalian RNAi , 2004, Science.

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

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

[35]  Anton J. Enright,et al.  A Slicer-independent role for Argonaute 2 in hematopoiesis and the microRNA pathway. , 2007, Genes & development.

[36]  Guido Marcucci,et al.  The prognostic and functional role of microRNAs in acute myeloid leukemia. , 2011, Blood.

[37]  C. Hansen,et al.  MicroRNA-146a disrupts hematopoietic differentiation and survival. , 2011, Experimental hematology.

[38]  R. Pieters,et al.  Differentially expressed miRNAs in cytogenetic and molecular subtypes of pediatric acute myeloid leukemia , 2012, Pediatric blood & cancer.

[39]  Jean-Baptiste Cazier,et al.  Distinctive Patterns of MicroRNA Expression Associated with Karyotype in Acute Myeloid Leukaemia , 2008, PloS one.

[40]  Kiyoshi Asai,et al.  Characterization of endogenous human Argonautes and their miRNA partners in RNA silencing , 2008, Proceedings of the National Academy of Sciences.

[41]  O. Haas,et al.  Prognostic impact of specific chromosomal aberrations in a large group of pediatric patients with acute myeloid leukemia treated uniformly according to trial AML-BFM 98. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[42]  R. Tibshirani,et al.  Diagnosis of multiple cancer types by shrunken centroids of gene expression , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[43]  R. Shivdasani MicroRNAs: regulators of gene expression and cell differentiation. , 2006, Blood.

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

[45]  R. Plasterk,et al.  Structural features of small RNA precursors determine Argonaute loading in Caenorhabditis elegans , 2007, Nature Structural &Molecular Biology.

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

[47]  Kotb Abdelmohsen,et al.  microRNA Expression Patterns Reveal Differential Expression of Target Genes with Age , 2010, PloS one.

[48]  Yoshihide Hayashizaki,et al.  Deep-sequencing of human Argonaute-associated small RNAs provides insight into miRNA sorting and reveals Argonaute association with RNA fragments of diverse origin , 2011, RNA biology.

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

[50]  G. Meister,et al.  The Argonaute protein family , 2008, Genome Biology.

[51]  Alessandro Beghini,et al.  KIT activating mutations: incidence in adult and pediatric acute myeloid leukemia, and identification of an internal tandem duplication. , 2004, Haematologica.

[52]  T. Golub,et al.  Distinct microRNA expression profiles in acute myeloid leukemia with common translocations , 2008, Proceedings of the National Academy of Sciences.

[53]  Peter T Nelson,et al.  Anti-Argonaute RIP-Chip shows that miRNA transfections alter global patterns of mRNA recruitment to microribonucleoprotein complexes. , 2010, RNA.

[54]  Ryan D. Morin,et al.  Genome-wide identification of human microRNAs located in leukemia-associated genomic alterations. , 2009, Blood.

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

[56]  O. Kirak,et al.  Regulation of progenitor cell proliferation and granulocyte function by microRNA-223 , 2008, Nature.

[57]  Zachary Pincus,et al.  MicroRNAs Both Promote and Antagonize Longevity in C. elegans , 2010, Current Biology.

[58]  C. Croce,et al.  Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

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

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

[61]  E. Izaurralde,et al.  Gene silencing by microRNAs: contributions of translational repression and mRNA decay , 2011, Nature Reviews Genetics.

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

[63]  W. Hiddemann,et al.  Leukemia-derived dendritic cells: towards clinical vaccination protocols in acute myeloid leukemia , 1997 .

[64]  D. Bartel,et al.  MicroRNAs Modulate Hematopoietic Lineage Differentiation , 2004, Science.

[65]  N. Perrimon,et al.  Hierarchical rules for Argonaute loading in Drosophila. , 2009, Molecular cell.

[66]  G. Hannon,et al.  Small RNA sorting: matchmaking for Argonautes , 2011, Nature Reviews Genetics.

[67]  Patrick Mayeux,et al.  Role of the PI3K/AKT and mTOR signaling pathways in acute myeloid leukemia , 2010, Haematologica.

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

[69]  S. K. Zaidi,et al.  Altered Runx1 subnuclear targeting enhances myeloid cell proliferation and blocks differentiation by activating a miR-24/MKP-7/MAPK network. , 2009, Cancer research.

[70]  Mihaela Zavolan,et al.  Effects of Dicer and Argonaute down-regulation on mRNA levels in human HEK293 cells , 2006, Nucleic acids research.

[71]  K. Gunsalus,et al.  Combinatorial microRNA target predictions , 2005, Nature Genetics.