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Determinants of Functional MicroRNA Targeting

MicroRNAs (miRNAs) play cardinal roles in regulating biological pathways and processes, resulting in significant physiological effects. To understand the complex regulatory network of miRNAs, previous studies have utilized massive-scale datasets of miRNA targeting and attempted to computationally pr...

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Detalles Bibliográficos
Autores principales: Hwang, Hyeonseo, Chang, Hee Ryung, Baek, Daehyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society for Molecular and Cellular Biology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880601/
https://www.ncbi.nlm.nih.gov/pubmed/36697234
http://dx.doi.org/10.14348/molcells.2023.2157
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author Hwang, Hyeonseo
Chang, Hee Ryung
Baek, Daehyun
author_facet Hwang, Hyeonseo
Chang, Hee Ryung
Baek, Daehyun
author_sort Hwang, Hyeonseo
collection PubMed
description MicroRNAs (miRNAs) play cardinal roles in regulating biological pathways and processes, resulting in significant physiological effects. To understand the complex regulatory network of miRNAs, previous studies have utilized massive-scale datasets of miRNA targeting and attempted to computationally predict the functional targets of miRNAs. Many miRNA target prediction tools have been developed and are widely used by scientists from various fields of biology and medicine. Most of these tools consider seed pairing between miRNAs and their mRNA targets and additionally consider other determinants to improve prediction accuracy. However, these tools exhibit limited prediction accuracy and high false positive rates. The utilization of additional determinants, such as RNA modifications and RNA-binding protein binding sites, may further improve miRNA target prediction. In this review, we discuss the determinants of functional miRNA targeting that are currently used in miRNA target prediction and the potentially predictive but unappreciated determinants that may improve prediction accuracy.
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spelling pubmed-98806012023-02-08 Determinants of Functional MicroRNA Targeting Hwang, Hyeonseo Chang, Hee Ryung Baek, Daehyun Mol Cells Minireview MicroRNAs (miRNAs) play cardinal roles in regulating biological pathways and processes, resulting in significant physiological effects. To understand the complex regulatory network of miRNAs, previous studies have utilized massive-scale datasets of miRNA targeting and attempted to computationally predict the functional targets of miRNAs. Many miRNA target prediction tools have been developed and are widely used by scientists from various fields of biology and medicine. Most of these tools consider seed pairing between miRNAs and their mRNA targets and additionally consider other determinants to improve prediction accuracy. However, these tools exhibit limited prediction accuracy and high false positive rates. The utilization of additional determinants, such as RNA modifications and RNA-binding protein binding sites, may further improve miRNA target prediction. In this review, we discuss the determinants of functional miRNA targeting that are currently used in miRNA target prediction and the potentially predictive but unappreciated determinants that may improve prediction accuracy. Korean Society for Molecular and Cellular Biology 2023-01-31 2023-01-04 /pmc/articles/PMC9880601/ /pubmed/36697234 http://dx.doi.org/10.14348/molcells.2023.2157 Text en © The Korean Society for Molecular and Cellular Biology. All rights reserved. https://creativecommons.org/licenses/by-nc-sa/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ (https://creativecommons.org/licenses/by-nc-sa/3.0/)
spellingShingle Minireview
Hwang, Hyeonseo
Chang, Hee Ryung
Baek, Daehyun
Determinants of Functional MicroRNA Targeting
title Determinants of Functional MicroRNA Targeting
title_full Determinants of Functional MicroRNA Targeting
title_fullStr Determinants of Functional MicroRNA Targeting
title_full_unstemmed Determinants of Functional MicroRNA Targeting
title_short Determinants of Functional MicroRNA Targeting
title_sort determinants of functional microrna targeting
topic Minireview
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9880601/
https://www.ncbi.nlm.nih.gov/pubmed/36697234
http://dx.doi.org/10.14348/molcells.2023.2157
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