Cargando…

Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways

Background: Micro(mi)RNAs, potent gene expression regulators associated with tumorigenesis, are stable, abundant circulating molecules, and detectable in plasma. Thus, miRNAs could potentially be useful in early lung cancer detection. We aimed to identify circulating miRNA signatures in plasma from...

Descripción completa

Detalles Bibliográficos
Autores principales: Reis, Patricia P., Drigo, Sandra A., Carvalho, Robson F., Lopez Lapa, Rainer Marco, Felix, Tainara F., Patel, Devalben, Cheng, Dangxiao, Pintilie, Melania, Liu, Geoffrey, Tsao, Ming-Sound
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465670/
https://www.ncbi.nlm.nih.gov/pubmed/32726984
http://dx.doi.org/10.3390/cancers12082071
_version_ 1783577640212365312
author Reis, Patricia P.
Drigo, Sandra A.
Carvalho, Robson F.
Lopez Lapa, Rainer Marco
Felix, Tainara F.
Patel, Devalben
Cheng, Dangxiao
Pintilie, Melania
Liu, Geoffrey
Tsao, Ming-Sound
author_facet Reis, Patricia P.
Drigo, Sandra A.
Carvalho, Robson F.
Lopez Lapa, Rainer Marco
Felix, Tainara F.
Patel, Devalben
Cheng, Dangxiao
Pintilie, Melania
Liu, Geoffrey
Tsao, Ming-Sound
author_sort Reis, Patricia P.
collection PubMed
description Background: Micro(mi)RNAs, potent gene expression regulators associated with tumorigenesis, are stable, abundant circulating molecules, and detectable in plasma. Thus, miRNAs could potentially be useful in early lung cancer detection. We aimed to identify circulating miRNA signatures in plasma from patients with lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC), and to verify whether miRNAs regulate lung oncogenesis pathways. Methods: RNA isolated from 139 plasma samples (40 LUAD, 38 LUSC; 61 healthy/non-diseased individuals) were divided into discovery (38 patients; 21 controls for expression quantification using an 800-miRNA panel; Nanostring nCounter(®)) and validation (40 patients; 40 controls; TaqMan(®) RT-qPCR) cohorts. Elastic net, Maximizing-R-Square Analysis (MARSA), and C-Statistics were applied for miRNA signature identification. Results: When compared to healthy individuals, 580 of 606 deregulated miRNAs in LUAD and 221 of 226 deregulated miRNAs in LUSC had significantly increased levels. Among the 10 most significantly overexpressed miRNAs, 6 were common to patients with LUAD and LUSC. Further analysis identified three signatures composed of 12 miRNAs. Signatures included miRNAs commonly overexpressed in patient plasma. Enriched pathways included target genes modulated by three miRNAs in the C-Statistics signature: miR-16-5p, miR-92a-3p, and miR-451a. Conclusions: The 3-miRNA signature (miR-16-5p, miR-92a-3p, miR-451a) had high specificity (100%) and sensitivity (84%) to predict cancer (LUAD and LUSC). These miRNAs are predicted to modulate genes and pathways with known roles in lung tumorigenesis, including EGFR, K-RAS, and PI3K/AKT signaling, suggesting that the 3-miRNA signature is biologically relevant in adenocarcinoma and squamous cell carcinoma of the lung.
format Online
Article
Text
id pubmed-7465670
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-74656702020-09-04 Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways Reis, Patricia P. Drigo, Sandra A. Carvalho, Robson F. Lopez Lapa, Rainer Marco Felix, Tainara F. Patel, Devalben Cheng, Dangxiao Pintilie, Melania Liu, Geoffrey Tsao, Ming-Sound Cancers (Basel) Article Background: Micro(mi)RNAs, potent gene expression regulators associated with tumorigenesis, are stable, abundant circulating molecules, and detectable in plasma. Thus, miRNAs could potentially be useful in early lung cancer detection. We aimed to identify circulating miRNA signatures in plasma from patients with lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC), and to verify whether miRNAs regulate lung oncogenesis pathways. Methods: RNA isolated from 139 plasma samples (40 LUAD, 38 LUSC; 61 healthy/non-diseased individuals) were divided into discovery (38 patients; 21 controls for expression quantification using an 800-miRNA panel; Nanostring nCounter(®)) and validation (40 patients; 40 controls; TaqMan(®) RT-qPCR) cohorts. Elastic net, Maximizing-R-Square Analysis (MARSA), and C-Statistics were applied for miRNA signature identification. Results: When compared to healthy individuals, 580 of 606 deregulated miRNAs in LUAD and 221 of 226 deregulated miRNAs in LUSC had significantly increased levels. Among the 10 most significantly overexpressed miRNAs, 6 were common to patients with LUAD and LUSC. Further analysis identified three signatures composed of 12 miRNAs. Signatures included miRNAs commonly overexpressed in patient plasma. Enriched pathways included target genes modulated by three miRNAs in the C-Statistics signature: miR-16-5p, miR-92a-3p, and miR-451a. Conclusions: The 3-miRNA signature (miR-16-5p, miR-92a-3p, miR-451a) had high specificity (100%) and sensitivity (84%) to predict cancer (LUAD and LUSC). These miRNAs are predicted to modulate genes and pathways with known roles in lung tumorigenesis, including EGFR, K-RAS, and PI3K/AKT signaling, suggesting that the 3-miRNA signature is biologically relevant in adenocarcinoma and squamous cell carcinoma of the lung. MDPI 2020-07-27 /pmc/articles/PMC7465670/ /pubmed/32726984 http://dx.doi.org/10.3390/cancers12082071 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Reis, Patricia P.
Drigo, Sandra A.
Carvalho, Robson F.
Lopez Lapa, Rainer Marco
Felix, Tainara F.
Patel, Devalben
Cheng, Dangxiao
Pintilie, Melania
Liu, Geoffrey
Tsao, Ming-Sound
Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title_full Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title_fullStr Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title_full_unstemmed Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title_short Circulating miR-16-5p, miR-92a-3p, and miR-451a in Plasma from Lung Cancer Patients: Potential Application in Early Detection and a Regulatory Role in Tumorigenesis Pathways
title_sort circulating mir-16-5p, mir-92a-3p, and mir-451a in plasma from lung cancer patients: potential application in early detection and a regulatory role in tumorigenesis pathways
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465670/
https://www.ncbi.nlm.nih.gov/pubmed/32726984
http://dx.doi.org/10.3390/cancers12082071
work_keys_str_mv AT reispatriciap circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT drigosandraa circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT carvalhorobsonf circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT lopezlaparainermarco circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT felixtainaraf circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT pateldevalben circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT chengdangxiao circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT pintiliemelania circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT liugeoffrey circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways
AT tsaomingsound circulatingmir165pmir92a3pandmir451ainplasmafromlungcancerpatientspotentialapplicationinearlydetectionandaregulatoryroleintumorigenesispathways