Breda, Jeremie and Rzepiela, Andrzej J. and Gumienny, Rafal and van Nimwegen, Erik and Zavolan, Mihaela. (2015) Quantifying the strength of miRNA-target interactions. Methods, Vol. 85. pp. 90-99.
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Official URL: http://edoc.unibas.ch/dok/A6428724
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Abstract
We quantify the strength of miRNA-target interactions with MIRZA, a recently introduced biophysical model. We show that computationally predicted energies of interaction correlate strongly with the energies of interaction estimated from biochemical measurements of Michaelis-Menten constants. We further show that the accuracy of the MIRZA model can be improved taking into account recently emerged experimental data types. In particular, we use chimeric miRNA-mRNA sequences to infer a MIRZA-CHIMERA model and we provide a framework for inferring a similar model from measurements of rate constants of miRNA-mRNA interaction in the context of Argonaute proteins. Finally, based on a simple model of miRNA-based regulation, we discuss the importance of interaction energy and its variability between targets for the modulation of miRNA target expression in vivo.
Faculties and Departments: | 05 Faculty of Science > Departement Biozentrum > Computational & Systems Biology > Bioinformatics (van Nimwegen) |
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UniBasel Contributors: | van Nimwegen, Erik and Breda, Jeremie and Rzepiela, Andrzej and Gumienny, Rafal Wojciech and Zavolan, Mihaela |
Item Type: | Article, refereed |
Article Subtype: | Research Article |
Publisher: | Academic Press |
ISSN: | 1046-2023 |
Note: | Publication type according to Uni Basel Research Database: Journal article |
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Identification Number: |
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Last Modified: | 02 Oct 2015 10:01 |
Deposited On: | 02 Oct 2015 10:01 |
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