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Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas
Colorectal adenocarcinoma (COREAD) is the second most deadly cancer and third most frequently encountered malignancy worldwide. Despite efforts in molecular subtyping and subsequent personalized COREAD treatments, multidisciplinary evidence suggests separating COREAD into colon cancer (COAD) and rec...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10293682/ https://www.ncbi.nlm.nih.gov/pubmed/37384253 http://dx.doi.org/10.3389/fcell.2023.1088057 |
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author | García-Cárdenas, Jennyfer M. Armendáriz-Castillo, Isaac García-Cárdenas, Nathali Pesantez-Coronel, David López-Cortés, Andrés Indacochea, Alberto Guerrero, Santiago |
author_facet | García-Cárdenas, Jennyfer M. Armendáriz-Castillo, Isaac García-Cárdenas, Nathali Pesantez-Coronel, David López-Cortés, Andrés Indacochea, Alberto Guerrero, Santiago |
author_sort | García-Cárdenas, Jennyfer M. |
collection | PubMed |
description | Colorectal adenocarcinoma (COREAD) is the second most deadly cancer and third most frequently encountered malignancy worldwide. Despite efforts in molecular subtyping and subsequent personalized COREAD treatments, multidisciplinary evidence suggests separating COREAD into colon cancer (COAD) and rectal cancer (READ). This new perspective could improve diagnosis and treatment of both carcinomas. RNA-binding proteins (RBPs), as critical regulators of every hallmark of cancer, could fulfill the need to identify sensitive biomarkers for COAD and READ separately. To detect new RBPs involved in COAD and READ progression, here we used a multidata integration strategy to prioritize tumorigenic RBPs. We analyzed and integrated 1) RBPs genomic and transcriptomic alterations from 488 COAD and 155 READ patients, 2) ∼ 10,000 raw associations between RBPs and cancer genes, 3) ∼ 15,000 immunostainings, and 4) loss-of-function screens performed in 102 COREAD cell lines. Thus, we unraveled new putative roles of NOP56, RBM12, NAT10, FKBP1A, EMG1, and CSE1L in COAD and READ progression. Interestingly, FKBP1A and EMG1 have never been related with any of these carcinomas but presented tumorigenic features in other cancer types. Subsequent survival analyses highlighted the clinical relevance of FKBP1A, NOP56, and NAT10 mRNA expression to predict poor prognosis in COREAD and COAD patients. Further research should be performed to validate their clinical potential and to elucidate their molecular mechanisms underlying these malignancies. |
format | Online Article Text |
id | pubmed-10293682 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102936822023-06-28 Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas García-Cárdenas, Jennyfer M. Armendáriz-Castillo, Isaac García-Cárdenas, Nathali Pesantez-Coronel, David López-Cortés, Andrés Indacochea, Alberto Guerrero, Santiago Front Cell Dev Biol Cell and Developmental Biology Colorectal adenocarcinoma (COREAD) is the second most deadly cancer and third most frequently encountered malignancy worldwide. Despite efforts in molecular subtyping and subsequent personalized COREAD treatments, multidisciplinary evidence suggests separating COREAD into colon cancer (COAD) and rectal cancer (READ). This new perspective could improve diagnosis and treatment of both carcinomas. RNA-binding proteins (RBPs), as critical regulators of every hallmark of cancer, could fulfill the need to identify sensitive biomarkers for COAD and READ separately. To detect new RBPs involved in COAD and READ progression, here we used a multidata integration strategy to prioritize tumorigenic RBPs. We analyzed and integrated 1) RBPs genomic and transcriptomic alterations from 488 COAD and 155 READ patients, 2) ∼ 10,000 raw associations between RBPs and cancer genes, 3) ∼ 15,000 immunostainings, and 4) loss-of-function screens performed in 102 COREAD cell lines. Thus, we unraveled new putative roles of NOP56, RBM12, NAT10, FKBP1A, EMG1, and CSE1L in COAD and READ progression. Interestingly, FKBP1A and EMG1 have never been related with any of these carcinomas but presented tumorigenic features in other cancer types. Subsequent survival analyses highlighted the clinical relevance of FKBP1A, NOP56, and NAT10 mRNA expression to predict poor prognosis in COREAD and COAD patients. Further research should be performed to validate their clinical potential and to elucidate their molecular mechanisms underlying these malignancies. Frontiers Media S.A. 2023-06-13 /pmc/articles/PMC10293682/ /pubmed/37384253 http://dx.doi.org/10.3389/fcell.2023.1088057 Text en Copyright © 2023 García-Cárdenas, Armendáriz-Castillo, García-Cárdenas, Pesantez-Coronel, López-Cortés, Indacochea and Guerrero. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology García-Cárdenas, Jennyfer M. Armendáriz-Castillo, Isaac García-Cárdenas, Nathali Pesantez-Coronel, David López-Cortés, Andrés Indacochea, Alberto Guerrero, Santiago Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title | Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title_full | Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title_fullStr | Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title_full_unstemmed | Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title_short | Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas |
title_sort | data mining identifies novel rna-binding proteins involved in colon and rectal carcinomas |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10293682/ https://www.ncbi.nlm.nih.gov/pubmed/37384253 http://dx.doi.org/10.3389/fcell.2023.1088057 |
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