Impact of mutational signatures on microRNA and their response elements
Eirini Stamoulakatou1, Pietro Pinoli, Stefano Ceri
1Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy, Eirini.Stamoulakatou@polimi.it.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
|December 5, 2019
Summary
Cancer mutations can alter microRNA seed regions, disrupting gene regulation. This study models how mutational signatures impact microRNA-target interactions, offering new insights into oncogenesis.
Area of Science:
- Molecular Biology
- Genomics
- Cancer Research
Background:
- MicroRNAs regulate gene expression by binding to microRNA response elements (MREs).
- Dysregulation of microRNAs is implicated in cancer development (oncogenesis).
- The microRNA seed region is critical for target recognition and binding specificity.
Purpose of the Study:
- To investigate the theoretical impact of cancer-associated mutations on microRNA seed regions and MREs.
- To analyze how mutational signatures affect microRNA-target interactions.
- To establish a probabilistic framework for assessing sequence alterations in microRNAs and MREs due to mutational processes.
Main Methods:
- Computational analysis of microRNA and MRE sequences.
- Application of cancer-associated mutational signatures to model sequence alterations.
- Probabilistic framework development for sequence alteration analysis.
- Assessment of the disruptive impact of mutations on microRNA-target binding.
Main Results:
- Cancer mutational signatures can alter microRNA seed sequences.
- These alterations can disrupt the binding of microRNAs to their MREs.
- The study provides a computational framework to predict the impact of mutations on microRNA function.
Conclusions:
- Mutational processes in cancer can directly affect microRNA regulatory functions.
- Understanding these impacts is crucial for deciphering microRNA roles in oncogenesis.
- This work offers a novel approach to analyze microRNA sequence alterations in cancer.
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