MicroRNA Networks in Mouse Lung Organogenesis

Background MicroRNAs (miRNAs) are known to be important regulators of both organ development and tumorigenesis. MiRNA networks and their regulation of messenger RNA (mRNA) translation and protein expression in specific biological processes are poorly understood. Methods We explored the dynamic regulation of miRNAs in mouse lung organogenesis. Comprehensive miRNA and mRNA profiling was performed encompassing all recognized stages of lung development beginning at embryonic day 12 and continuing to adulthood. We analyzed the expression patterns of dynamically regulated miRNAs and mRNAs using a number of statistical and computational approaches, and in an integrated manner with protein levels from an existing mass-spectrometry derived protein database for lung development. Results In total, 117 statistically significant miRNAs were dynamically regulated during mouse lung organogenesis and clustered into distinct temporal expression patterns. 11,220 mRNA probes were also shown to be dynamically regulated and clustered into distinct temporal expression patterns, with 3 major patterns accounting for 75% of all probes. 3,067 direct miRNA-mRNA correlation pairs were identified involving 37 miRNAs. Two defined correlation patterns were observed upon integration with protein data: 1) increased levels of specific miRNAs directly correlating with downregulation of predicted mRNA targets; and 2) increased levels of specific miRNAs directly correlating with downregulation of translated target proteins without detectable changes in mRNA levels. Of 1345 proteins analyzed, 55% appeared to be regulated in this manner with a direct correlation between miRNA and protein level, but without detectable change in mRNA levels. Conclusion Systematic analysis of microRNA, mRNA, and protein levels over the time course of lung organogenesis demonstrates dynamic regulation and reveals 2 distinct patterns of miRNA-mRNA interaction. The translation of target proteins affected by miRNAs independent of changes in mRNA level appears to be a prominent mechanism of developmental regulation in lung organogenesis.

[1]  Mihaela Zavolan,et al.  Inference of miRNA targets using evolutionary conservation and pathway analysis , 2007, BMC Bioinformatics.

[2]  Yu-Ping Wang,et al.  Correlation of expression profiles between microRNAs and mRNA targets using NCI-60 data , 2009, BMC Genomics.

[3]  J. Steitz,et al.  Target mRNAs are repressed as efficiently by microRNA-binding sites in the 5′ UTR as in the 3′ UTR , 2007, Proceedings of the National Academy of Sciences.

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

[5]  Jeffrey A Whitsett,et al.  Transcriptional control of lung morphogenesis. , 2007, Physiological reviews.

[6]  A. Pasquinelli,et al.  Regulation by let-7 and lin-4 miRNAs Results in Target mRNA Degradation , 2005, Cell.

[7]  Stijn van Dongen,et al.  miRBase: tools for microRNA genomics , 2007, Nucleic Acids Res..

[8]  Min Zhang,et al.  MicroRNA miR-34 Inhibits Human Pancreatic Cancer Tumor-Initiating Cells , 2009, PloS one.

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

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

[11]  T. Mak,et al.  Pten controls lung morphogenesis, bronchioalveolar stem cells, and onset of lung adenocarcinomas in mice. , 2007, The Journal of clinical investigation.

[12]  E. Morrisey,et al.  A Gata6-Wnt pathway required for epithelial stem cell development and airway regeneration , 2008, Nature Genetics.

[13]  K. Livak,et al.  Real-time quantification of microRNAs by stem–loop RT–PCR , 2005, Nucleic acids research.

[14]  Scott E. Martin,et al.  MicroRNAs and genomic instability. , 2007, Seminars in Cancer Biology.

[15]  I. Jurisica,et al.  Lung cancer: Developmental networks gone awry? , 2009, Cancer biology & therapy.

[16]  E. Furth,et al.  Augmentation of tumor angiogenesis by a Myc-activated microRNA cluster , 2006, Nature Genetics.

[17]  J. Castle,et al.  Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs , 2005, Nature.

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

[19]  Jürgen Borlak,et al.  Transcription profiling of lung adenocarcinomas of c-myc-transgenic mice: Identification of the c-myc regulatory gene network , 2008, BMC Systems Biology.

[20]  Vivek Jayaswal,et al.  Identification of microRNAs with regulatory potential using a matched microRNA-mRNA time-course data , 2009, Nucleic acids research.

[21]  Mark M Perry,et al.  Maternally imprinted microRNAs are differentially expressed during mouse and human lung development , 2007, Developmental dynamics : an official publication of the American Association of Anatomists.

[22]  Igor Jurisica,et al.  Integrated proteomic and transcriptomic profiling of mouse lung development and Nmyc target genes , 2022 .

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

[24]  Naoto Tsuchiya,et al.  Tumor-suppressive miR-34a induces senescence-like growth arrest through modulation of the E2F pathway in human colon cancer cells , 2007, Proceedings of the National Academy of Sciences.

[25]  Rafael A Irizarry,et al.  Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.

[26]  C. Croce,et al.  Emerging role of miR-106b-25/miR-17-92 clusters in the control of transforming growth factor beta signaling. , 2008, Cancer research.

[27]  Michael T. McManus,et al.  Dicer function is essential for lung epithelium morphogenesis , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[28]  Eun-Young Choi,et al.  The C. elegans microRNA let-7 binds to imperfect let-7 complementary sites from the lin-41 3'UTR. , 2004, Genes & development.

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

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

[31]  Hanah Margalit,et al.  Clustering and conservation patterns of human microRNAs , 2005, Nucleic acids research.

[32]  Yu Liang,et al.  BMC Genomics , 2007 .

[33]  Yun Lu,et al.  Epithelial progenitor cells of the embryonic lung and the role of microRNAs in their proliferation. , 2008, Proceedings of the American Thoracic Society.

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

[35]  John D. Storey,et al.  Significance analysis of time course microarray experiments. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

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

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

[38]  J. M. Thomson,et al.  Transgenic over-expression of the microRNA miR-17-92 cluster promotes proliferation and inhibits differentiation of lung epithelial progenitor cells. , 2007, Developmental biology.

[39]  Nobuyuki Itoh,et al.  Fgf10 is essential for limb and lung formation , 1999, Nature Genetics.

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

[41]  Jian-Fu Chen,et al.  The role of microRNA-1 and microRNA-133 in skeletal muscle proliferation and differentiation , 2006, Nature Genetics.

[42]  Yang Wang,et al.  Microrna-127 Modulates Fetal Lung Development , 2008 .

[43]  Oliver Hobert,et al.  Perfect seed pairing is not a generally reliable predictor for miRNA-target interactions , 2006, Nature Structural &Molecular Biology.

[44]  Yvonne Tay,et al.  A Pattern-Based Method for the Identification of MicroRNA Binding Sites and Their Corresponding Heteroduplexes , 2006, Cell.

[45]  S. Lowe,et al.  A microRNA polycistron as a potential human oncogene , 2005, Nature.

[46]  Rudolf Jaenisch,et al.  Targeted Deletion Reveals Essential and Overlapping Functions of the miR-17∼92 Family of miRNA Clusters , 2008, Cell.

[47]  N. Rajewsky microRNA target predictions in animals , 2006, Nature Genetics.

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

[49]  Mihaela Zavolan,et al.  Identification of Clustered Micrornas Using an Ab Initio Prediction Method , 2022 .

[50]  D. Guidolin,et al.  miR-17 family of microRNAs controls FGF10-mediated embryonic lung epithelial branching morphogenesis through MAPK14 and STAT3 regulation of E-Cadherin distribution. , 2009, Developmental biology.

[51]  B. Frey,et al.  Using expression profiling data to identify human microRNA targets , 2007, Nature Methods.

[52]  Hedi Peterson,et al.  g:Profiler—a web-based toolset for functional profiling of gene lists from large-scale experiments , 2007, Nucleic Acids Res..

[53]  Vincent De Guire,et al.  An E2F/miR-20a Autoregulatory Feedback Loop* , 2007, Journal of Biological Chemistry.

[54]  Phillip D Zamore,et al.  microPrimer: the biogenesis and function of microRNA , 2005, Development.