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Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer

Epitranscriptomic studies of miRNAs have added a new layer of complexity to the cancer field. Although there is fast-growing interest in adenosine-to-inosine (A-to-I) miRNA editing and alternative cleavage that shifts miRNA isoforms, simultaneous evaluation of both modifications in cancer is still m...

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Autores principales: Distefano, Rosario, Tomasello, Luisa, Rampioni Vinciguerra, Gian Luca, Gasparini, Pierluigi, Xiang, Yujia, Bagnoli, Marina, Marceca, Gioacchino P., Fadda, Paolo, Laganà, Alessandro, Acunzo, Mario, Ma, Qin, Nigita, Giovanni, Croce, Carlo M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574374/
https://www.ncbi.nlm.nih.gov/pubmed/36040379
http://dx.doi.org/10.1158/0008-5472.CAN-22-0240
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author Distefano, Rosario
Tomasello, Luisa
Rampioni Vinciguerra, Gian Luca
Gasparini, Pierluigi
Xiang, Yujia
Bagnoli, Marina
Marceca, Gioacchino P.
Fadda, Paolo
Laganà, Alessandro
Acunzo, Mario
Ma, Qin
Nigita, Giovanni
Croce, Carlo M.
author_facet Distefano, Rosario
Tomasello, Luisa
Rampioni Vinciguerra, Gian Luca
Gasparini, Pierluigi
Xiang, Yujia
Bagnoli, Marina
Marceca, Gioacchino P.
Fadda, Paolo
Laganà, Alessandro
Acunzo, Mario
Ma, Qin
Nigita, Giovanni
Croce, Carlo M.
author_sort Distefano, Rosario
collection PubMed
description Epitranscriptomic studies of miRNAs have added a new layer of complexity to the cancer field. Although there is fast-growing interest in adenosine-to-inosine (A-to-I) miRNA editing and alternative cleavage that shifts miRNA isoforms, simultaneous evaluation of both modifications in cancer is still missing. Here, we concurrently profiled multiple miRNA modification types, including A-to-I miRNA editing and shifted miRNA isoforms, in >13,000 adult and pediatric tumor samples across 38 distinct cancer cohorts from The Cancer Genome Atlas and The Therapeutically Applicable Research to Generate Effective Treatments data sets. The differences between canonical miRNAs and the wider miRNAome in terms of expression, clustering, dysregulation, and prognostic standpoint were investigated. The combination of canonical miRNAs and modified miRNAs boosted the quality of clustering results, outlining unique clinicopathologic features among cohorts. Certain modified miRNAs showed opposite expression from their canonical counterparts in cancer, potentially impacting their targets and function. Finally, a shifted and edited miRNA isoform was experimentally validated to directly bind and suppress a unique target. These findings outline the importance of going beyond the well-established paradigm of one mature miRNA per miRNA arm to elucidate novel mechanisms related to cancer progression. SIGNIFICANCE: Modified miRNAs may act as cancer biomarkers and function as allies or antagonists of their canonical counterparts in gene regulation, suggesting the concurrent consideration of canonical and modified miRNAs can boost patient stratification.
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spelling pubmed-95743742022-12-11 Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer Distefano, Rosario Tomasello, Luisa Rampioni Vinciguerra, Gian Luca Gasparini, Pierluigi Xiang, Yujia Bagnoli, Marina Marceca, Gioacchino P. Fadda, Paolo Laganà, Alessandro Acunzo, Mario Ma, Qin Nigita, Giovanni Croce, Carlo M. Cancer Res Genome and Epigenome Epitranscriptomic studies of miRNAs have added a new layer of complexity to the cancer field. Although there is fast-growing interest in adenosine-to-inosine (A-to-I) miRNA editing and alternative cleavage that shifts miRNA isoforms, simultaneous evaluation of both modifications in cancer is still missing. Here, we concurrently profiled multiple miRNA modification types, including A-to-I miRNA editing and shifted miRNA isoforms, in >13,000 adult and pediatric tumor samples across 38 distinct cancer cohorts from The Cancer Genome Atlas and The Therapeutically Applicable Research to Generate Effective Treatments data sets. The differences between canonical miRNAs and the wider miRNAome in terms of expression, clustering, dysregulation, and prognostic standpoint were investigated. The combination of canonical miRNAs and modified miRNAs boosted the quality of clustering results, outlining unique clinicopathologic features among cohorts. Certain modified miRNAs showed opposite expression from their canonical counterparts in cancer, potentially impacting their targets and function. Finally, a shifted and edited miRNA isoform was experimentally validated to directly bind and suppress a unique target. These findings outline the importance of going beyond the well-established paradigm of one mature miRNA per miRNA arm to elucidate novel mechanisms related to cancer progression. SIGNIFICANCE: Modified miRNAs may act as cancer biomarkers and function as allies or antagonists of their canonical counterparts in gene regulation, suggesting the concurrent consideration of canonical and modified miRNAs can boost patient stratification. American Association for Cancer Research 2022-10-17 2022-08-30 /pmc/articles/PMC9574374/ /pubmed/36040379 http://dx.doi.org/10.1158/0008-5472.CAN-22-0240 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.
spellingShingle Genome and Epigenome
Distefano, Rosario
Tomasello, Luisa
Rampioni Vinciguerra, Gian Luca
Gasparini, Pierluigi
Xiang, Yujia
Bagnoli, Marina
Marceca, Gioacchino P.
Fadda, Paolo
Laganà, Alessandro
Acunzo, Mario
Ma, Qin
Nigita, Giovanni
Croce, Carlo M.
Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title_full Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title_fullStr Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title_full_unstemmed Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title_short Pan-Cancer Analysis of Canonical and Modified miRNAs Enhances the Resolution of the Functional miRNAome in Cancer
title_sort pan-cancer analysis of canonical and modified mirnas enhances the resolution of the functional mirnaome in cancer
topic Genome and Epigenome
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574374/
https://www.ncbi.nlm.nih.gov/pubmed/36040379
http://dx.doi.org/10.1158/0008-5472.CAN-22-0240
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