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dc.contributor.advisorDavid P. Bartel.en_US
dc.contributor.authorAgarwal, Vikramen_US
dc.contributor.otherMassachusetts Institute of Technology. Computational and Systems Biology Program.en_US
dc.date.accessioned2016-02-29T13:59:56Z
dc.date.available2016-02-29T13:59:56Z
dc.date.copyright2015en_US
dc.date.issued2015en_US
dc.identifier.urihttp://hdl.handle.net/1721.1/101295
dc.descriptionThesis: Ph. D., Massachusetts Institute of Technology, Computational and Systems Biology Program, 2015.en_US
dc.descriptionThis electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.en_US
dc.descriptionCataloged from student-submitted PDF version of thesis.en_US
dc.descriptionIncludes bibliographical references.en_US
dc.description.abstractMicroRNAs (miRNAs) are ~21-24 nt non-coding RNAs that mediate the degradation and translational repression of target mRNAs. The genomes of vertebrate organisms encode hundreds of miRNAs, each of which may regulate hundreds of mRNA targets. Thus, miRNAs are crucial post-transcriptional regulators engaged in vast regulatory networks. To date, the characteristics of these networks remain mysterious due to the difficulty of identifying miRNA targets through either experimental or computational means. To understand the physiological roles of miRNAs in animal species, it is of fundamental importance to elucidate the structure of the targeting networks in which they participate. The recognition of a miRNA target is guided largely by perfect Watson-Crick base pairing interactions between nucleotides 2-7 from the 5' end of the miRNA (i.e., the "seed" region) and complementary motifs embedded in the 3' UTRs of the target mRNAs. The prevalence of these motifs throughout the transcriptome poses a challenge to our understanding of how specificity emerges: since the presence of a motif is not sufficient to mediate target repression, what contextual features discriminate effective target sites from ineffective ones? Further complicating this is the proposition that "noncanonical" sites lacking perfect seed pairing might mediate repression, which would expand the potential number of functional target sites by orders of magnitude. In the second chapter of this work, we define the features that predict effective miRNA target sites, incorporating their relative influence into a quantitative model which can outperform existing computational models and experimental approaches in target identification. Though the molecular roles of miRNAs in gene regulation have long been appreciated, the functions of most miRNAs in living organisms has remained elusive. In the third chapter of this work, we discuss the consequences of genetic ablation of miR-196, a deeply conserved miRNA that is predicted to simultaneously repress many HOX genes, in the mouse. We propose a role for miR-196 in the spatial patterning of the vertebrate axial skeleton. Isolating the cell populations that express the miRNA during early mammalian development, we attempt to characterize the direct in vivo targets of miR-196 and dissect the molecular underpinnings of the phenotypes observed.en_US
dc.description.statementofresponsibilityby Vikram Agarwal.en_US
dc.format.extent248 pagesen_US
dc.language.isoengen_US
dc.publisherMassachusetts Institute of Technologyen_US
dc.rightsM.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.en_US
dc.rights.urihttp://dspace.mit.edu/handle/1721.1/7582en_US
dc.subjectComputational and Systems Biology Program.en_US
dc.titleMicroRNAs : principles of target recognition and developmental rolesen_US
dc.typeThesisen_US
dc.description.degreePh. D.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Computational and Systems Biology Program
dc.identifier.oclc939627338en_US


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