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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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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. |
format | Online Article Text |
id | pubmed-9465588 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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