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Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer
SIMPLE SUMMARY: Colorectal cancer (CRC) is one of the most prevalent cancers, and approximately a quarter of patients diagnosed at stage II exhibit a significant risk of recurrence. In this study, we successfully identified a microRNA (miRNA) signature allowing the recognition of patients at high re...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10340741/ https://www.ncbi.nlm.nih.gov/pubmed/37444411 http://dx.doi.org/10.3390/cancers15133301 |
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author | Moratalla-Navarro, Ferran Díez-Villanueva, Anna Garcia-Serrano, Ainhoa Closa, Adrià Cordero, David Solé, Xavier Guinó, Elisabet Sanz-Pamplona, Rebeca Sanjuan, Xavier Santos, Cristina Biondo, Sebastiano Salazar, Ramón Moreno, Victor |
author_facet | Moratalla-Navarro, Ferran Díez-Villanueva, Anna Garcia-Serrano, Ainhoa Closa, Adrià Cordero, David Solé, Xavier Guinó, Elisabet Sanz-Pamplona, Rebeca Sanjuan, Xavier Santos, Cristina Biondo, Sebastiano Salazar, Ramón Moreno, Victor |
author_sort | Moratalla-Navarro, Ferran |
collection | PubMed |
description | SIMPLE SUMMARY: Colorectal cancer (CRC) is one of the most prevalent cancers, and approximately a quarter of patients diagnosed at stage II exhibit a significant risk of recurrence. In this study, we successfully identified a microRNA (miRNA) signature allowing the recognition of patients at high recurrence risk. The validity of these findings has been confirmed through an entirely separate group of patients diagnosed with stage II microsatellite stability (MSS) colon adenocarcinoma (COAD). Most of the miRNAs present in the signature have demonstrated prognostic relevance in various other cancer types. Upon examining their gene targets, we discovered that some of these miRNAs are intricately involved in pivotal pathways of cancer progression. ABSTRACT: We aimed to identify and validate a set of miRNAs that could serve as a prognostic signature useful to determine the recurrence risk for patients with COAD. Small RNAs from tumors of 100 stage II, untreated, MSS colon cancer patients were sequenced for the discovery step. For this purpose, we built an miRNA score using an elastic net Cox regression model based on the disease-free survival status. Patients were grouped into high or low recurrence risk categories based on the median value of the score. We then validated these results in an independent sample of stage II microsatellite stable tumor tissues, with a hazard ratio of 3.24, (CI(95%) = 1.05–10.0) and a 10-year area under the receiver operating characteristic curve of 0.67. Functional analysis of the miRNAs present in the signature identified key pathways in cancer progression. In conclusion, the proposed signature of 12 miRNAs can contribute to improving the prediction of disease relapse in patients with stage II MSS colorectal cancer, and might be useful in deciding which patients may benefit from adjuvant chemotherapy. |
format | Online Article Text |
id | pubmed-10340741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103407412023-07-14 Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer Moratalla-Navarro, Ferran Díez-Villanueva, Anna Garcia-Serrano, Ainhoa Closa, Adrià Cordero, David Solé, Xavier Guinó, Elisabet Sanz-Pamplona, Rebeca Sanjuan, Xavier Santos, Cristina Biondo, Sebastiano Salazar, Ramón Moreno, Victor Cancers (Basel) Article SIMPLE SUMMARY: Colorectal cancer (CRC) is one of the most prevalent cancers, and approximately a quarter of patients diagnosed at stage II exhibit a significant risk of recurrence. In this study, we successfully identified a microRNA (miRNA) signature allowing the recognition of patients at high recurrence risk. The validity of these findings has been confirmed through an entirely separate group of patients diagnosed with stage II microsatellite stability (MSS) colon adenocarcinoma (COAD). Most of the miRNAs present in the signature have demonstrated prognostic relevance in various other cancer types. Upon examining their gene targets, we discovered that some of these miRNAs are intricately involved in pivotal pathways of cancer progression. ABSTRACT: We aimed to identify and validate a set of miRNAs that could serve as a prognostic signature useful to determine the recurrence risk for patients with COAD. Small RNAs from tumors of 100 stage II, untreated, MSS colon cancer patients were sequenced for the discovery step. For this purpose, we built an miRNA score using an elastic net Cox regression model based on the disease-free survival status. Patients were grouped into high or low recurrence risk categories based on the median value of the score. We then validated these results in an independent sample of stage II microsatellite stable tumor tissues, with a hazard ratio of 3.24, (CI(95%) = 1.05–10.0) and a 10-year area under the receiver operating characteristic curve of 0.67. Functional analysis of the miRNAs present in the signature identified key pathways in cancer progression. In conclusion, the proposed signature of 12 miRNAs can contribute to improving the prediction of disease relapse in patients with stage II MSS colorectal cancer, and might be useful in deciding which patients may benefit from adjuvant chemotherapy. MDPI 2023-06-23 /pmc/articles/PMC10340741/ /pubmed/37444411 http://dx.doi.org/10.3390/cancers15133301 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Moratalla-Navarro, Ferran Díez-Villanueva, Anna Garcia-Serrano, Ainhoa Closa, Adrià Cordero, David Solé, Xavier Guinó, Elisabet Sanz-Pamplona, Rebeca Sanjuan, Xavier Santos, Cristina Biondo, Sebastiano Salazar, Ramón Moreno, Victor Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title | Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title_full | Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title_fullStr | Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title_full_unstemmed | Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title_short | Identification of a Twelve-microRNA Signature with Prognostic Value in Stage II Microsatellite Stable Colon Cancer |
title_sort | identification of a twelve-microrna signature with prognostic value in stage ii microsatellite stable colon cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10340741/ https://www.ncbi.nlm.nih.gov/pubmed/37444411 http://dx.doi.org/10.3390/cancers15133301 |
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