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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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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. |
format | Online Article Text |
id | pubmed-9574374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
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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