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Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection

Prostate cancer (PCa) is the second most frequent cancer diagnosed in men worldwide. The detection methods for PCa are either unreliable, like prostate-specific antigen (PSA), or extremely invasive, such as in the case of biopsies. Therefore, there is an urgent necessity for reliable and less invasi...

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Autores principales: Bergez-Hernández, Fernando, Arámbula-Meraz, Eliakym, Alvarez-Arrazola, Marco, Irigoyen-Arredondo, Martín, Luque-Ortega, Fred, Martínez-Camberos, Alejandra, Cedano-Prieto, Dora, Contreras-Gutiérrez, José, Martínez-Valenzuela, Carmen, García-Magallanes, Noemí
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9465588/
https://www.ncbi.nlm.nih.gov/pubmed/36082407
http://dx.doi.org/10.1177/15579883221120989
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author Bergez-Hernández, Fernando
Arámbula-Meraz, Eliakym
Alvarez-Arrazola, Marco
Irigoyen-Arredondo, Martín
Luque-Ortega, Fred
Martínez-Camberos, Alejandra
Cedano-Prieto, Dora
Contreras-Gutiérrez, José
Martínez-Valenzuela, Carmen
García-Magallanes, Noemí
author_facet Bergez-Hernández, Fernando
Arámbula-Meraz, Eliakym
Alvarez-Arrazola, Marco
Irigoyen-Arredondo, Martín
Luque-Ortega, Fred
Martínez-Camberos, Alejandra
Cedano-Prieto, Dora
Contreras-Gutiérrez, José
Martínez-Valenzuela, Carmen
García-Magallanes, Noemí
author_sort Bergez-Hernández, Fernando
collection PubMed
description Prostate cancer (PCa) is the second most frequent cancer diagnosed in men worldwide. The detection methods for PCa are either unreliable, like prostate-specific antigen (PSA), or extremely invasive, such as in the case of biopsies. Therefore, there is an urgent necessity for reliable and less invasive detection procedures that can differentiate between patients with benign diseases and those with cancer. In this matter, microRNAs (miRNAs) are suggested as potential biomarkers for cancer. MiRNAs have been found to be dysregulated in several different cancers, and these genetic alterations may present specific signatures for a given malignancy. Here, we examined the expression of miR141-3p, miR145-5p, miR146a-5p, and miR148b-3p in human tissue samples of PCa (n = 41) and benign prostatic diseases (BPD) (n = 30) using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). We combined the expression results with patient clinicopathological characteristics in logistic regression models to create accurate PCa predictive models. A model including information of miR148b-3p and patient age showed relevant prediction results (area under the curve [AUC] = 0.818, precision = 0.763, specificity = 0.762, and accuracy = 0.762). A model including all four miRNAs and patient age presented outstanding prediction results (AUC = 0.918, precision = 0.861, specificity = 0.861, and accuracy = 0.857). Our results represent a potential novel procedure based on logistic regression models that utilize miRNA expressions and patient age to assist with PCa diagnosis.
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spelling pubmed-94655882022-09-13 Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection Bergez-Hernández, Fernando Arámbula-Meraz, Eliakym Alvarez-Arrazola, Marco Irigoyen-Arredondo, Martín Luque-Ortega, Fred Martínez-Camberos, Alejandra Cedano-Prieto, Dora Contreras-Gutiérrez, José Martínez-Valenzuela, Carmen García-Magallanes, Noemí Am J Mens Health Urological Cancer Prostate cancer (PCa) is the second most frequent cancer diagnosed in men worldwide. The detection methods for PCa are either unreliable, like prostate-specific antigen (PSA), or extremely invasive, such as in the case of biopsies. Therefore, there is an urgent necessity for reliable and less invasive detection procedures that can differentiate between patients with benign diseases and those with cancer. In this matter, microRNAs (miRNAs) are suggested as potential biomarkers for cancer. MiRNAs have been found to be dysregulated in several different cancers, and these genetic alterations may present specific signatures for a given malignancy. Here, we examined the expression of miR141-3p, miR145-5p, miR146a-5p, and miR148b-3p in human tissue samples of PCa (n = 41) and benign prostatic diseases (BPD) (n = 30) using reverse transcription-quantitative polymerase chain reaction (RT-qPCR). We combined the expression results with patient clinicopathological characteristics in logistic regression models to create accurate PCa predictive models. A model including information of miR148b-3p and patient age showed relevant prediction results (area under the curve [AUC] = 0.818, precision = 0.763, specificity = 0.762, and accuracy = 0.762). A model including all four miRNAs and patient age presented outstanding prediction results (AUC = 0.918, precision = 0.861, specificity = 0.861, and accuracy = 0.857). Our results represent a potential novel procedure based on logistic regression models that utilize miRNA expressions and patient age to assist with PCa diagnosis. SAGE Publications 2022-09-08 /pmc/articles/PMC9465588/ /pubmed/36082407 http://dx.doi.org/10.1177/15579883221120989 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Urological Cancer
Bergez-Hernández, Fernando
Arámbula-Meraz, Eliakym
Alvarez-Arrazola, Marco
Irigoyen-Arredondo, Martín
Luque-Ortega, Fred
Martínez-Camberos, Alejandra
Cedano-Prieto, Dora
Contreras-Gutiérrez, José
Martínez-Valenzuela, Carmen
García-Magallanes, Noemí
Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title_full Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title_fullStr Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title_full_unstemmed Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title_short Expression Analysis of miRNAs and Their Potential Role as Biomarkers for Prostate Cancer Detection
title_sort expression analysis of mirnas and their potential role as biomarkers for prostate cancer detection
topic Urological Cancer
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9465588/
https://www.ncbi.nlm.nih.gov/pubmed/36082407
http://dx.doi.org/10.1177/15579883221120989
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