Cargando…

Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer

Non small cell lung cancer (NSCLC) is the leading cause of cancer-related mortality world-wide and the majority of cases are diagnosed at late stages of disease. There is currently no cost-effective screening test for NSCLC, and the development of such a test is a public health imperative. Recent st...

Descripción completa

Detalles Bibliográficos
Autores principales: Hennessey, Patrick T., Sanford, Tiffany, Choudhary, Ashish, Mydlarz, Wojciech W., Brown, David, Adai, Alex Tamas, Ochs, Michael F., Ahrendt, Steven A., Mambo, Elizabeth, Califano, Joseph A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3289652/
https://www.ncbi.nlm.nih.gov/pubmed/22389695
http://dx.doi.org/10.1371/journal.pone.0032307
_version_ 1782224890729857024
author Hennessey, Patrick T.
Sanford, Tiffany
Choudhary, Ashish
Mydlarz, Wojciech W.
Brown, David
Adai, Alex Tamas
Ochs, Michael F.
Ahrendt, Steven A.
Mambo, Elizabeth
Califano, Joseph A.
author_facet Hennessey, Patrick T.
Sanford, Tiffany
Choudhary, Ashish
Mydlarz, Wojciech W.
Brown, David
Adai, Alex Tamas
Ochs, Michael F.
Ahrendt, Steven A.
Mambo, Elizabeth
Califano, Joseph A.
author_sort Hennessey, Patrick T.
collection PubMed
description Non small cell lung cancer (NSCLC) is the leading cause of cancer-related mortality world-wide and the majority of cases are diagnosed at late stages of disease. There is currently no cost-effective screening test for NSCLC, and the development of such a test is a public health imperative. Recent studies have suggested that chest computed tomography screening of patients at high risk of lung cancer can increase survival from disease, however, the cost effectiveness of such screening has not been established. In this Phase I/II biomarker study we examined the feasibility of using serum miRNA as biomarkers of NSCLC using RT-qPCR to examine the expression of 180 miRNAs in sera from 30 treatment naive NSCLC patients and 20 healthy controls. Receiver operating characteristic curves (ROC) and area under the curve were used to identify differentially expressed miRNA pairs that could distinguish NSCLC from healthy controls. Selected miRNA candidates were further validated in sera from an additional 55 NSCLC patients and 75 healthy controls. Examination of miRNA expression levels in serum from a multi-institutional cohort of 50 subjects (30 NSCLC patients and 20 healthy controls) identified differentially expressed miRNAs. A combination of two differentially expressed miRNAs miR-15b and miR-27b, was able to discriminate NSCLC from healthy controls with sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of 100% in the training set. Upon further testing on additional 130 subjects (55 NSCLC and 75 healthy controls), this miRNA pair predicted NSCLC with a specificity of 84% (95% CI 0.73–0.91), sensitivity of 100% (95% CI; 0.93–1.0), NPV of 100%, and PPV of 82%. These data provide evidence that serum miRNAs have the potential to be sensitive, cost-effective biomarkers for the early detection of NSCLC. Further testing in a Phase III biomarker study in is necessary for validation of these results.
format Online
Article
Text
id pubmed-3289652
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-32896522012-03-02 Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer Hennessey, Patrick T. Sanford, Tiffany Choudhary, Ashish Mydlarz, Wojciech W. Brown, David Adai, Alex Tamas Ochs, Michael F. Ahrendt, Steven A. Mambo, Elizabeth Califano, Joseph A. PLoS One Research Article Non small cell lung cancer (NSCLC) is the leading cause of cancer-related mortality world-wide and the majority of cases are diagnosed at late stages of disease. There is currently no cost-effective screening test for NSCLC, and the development of such a test is a public health imperative. Recent studies have suggested that chest computed tomography screening of patients at high risk of lung cancer can increase survival from disease, however, the cost effectiveness of such screening has not been established. In this Phase I/II biomarker study we examined the feasibility of using serum miRNA as biomarkers of NSCLC using RT-qPCR to examine the expression of 180 miRNAs in sera from 30 treatment naive NSCLC patients and 20 healthy controls. Receiver operating characteristic curves (ROC) and area under the curve were used to identify differentially expressed miRNA pairs that could distinguish NSCLC from healthy controls. Selected miRNA candidates were further validated in sera from an additional 55 NSCLC patients and 75 healthy controls. Examination of miRNA expression levels in serum from a multi-institutional cohort of 50 subjects (30 NSCLC patients and 20 healthy controls) identified differentially expressed miRNAs. A combination of two differentially expressed miRNAs miR-15b and miR-27b, was able to discriminate NSCLC from healthy controls with sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of 100% in the training set. Upon further testing on additional 130 subjects (55 NSCLC and 75 healthy controls), this miRNA pair predicted NSCLC with a specificity of 84% (95% CI 0.73–0.91), sensitivity of 100% (95% CI; 0.93–1.0), NPV of 100%, and PPV of 82%. These data provide evidence that serum miRNAs have the potential to be sensitive, cost-effective biomarkers for the early detection of NSCLC. Further testing in a Phase III biomarker study in is necessary for validation of these results. Public Library of Science 2012-02-28 /pmc/articles/PMC3289652/ /pubmed/22389695 http://dx.doi.org/10.1371/journal.pone.0032307 Text en Hennessey et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hennessey, Patrick T.
Sanford, Tiffany
Choudhary, Ashish
Mydlarz, Wojciech W.
Brown, David
Adai, Alex Tamas
Ochs, Michael F.
Ahrendt, Steven A.
Mambo, Elizabeth
Califano, Joseph A.
Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title_full Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title_fullStr Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title_full_unstemmed Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title_short Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
title_sort serum microrna biomarkers for detection of non-small cell lung cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3289652/
https://www.ncbi.nlm.nih.gov/pubmed/22389695
http://dx.doi.org/10.1371/journal.pone.0032307
work_keys_str_mv AT hennesseypatrickt serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT sanfordtiffany serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT choudharyashish serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT mydlarzwojciechw serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT browndavid serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT adaialextamas serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT ochsmichaelf serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT ahrendtstevena serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT mamboelizabeth serummicrornabiomarkersfordetectionofnonsmallcelllungcancer
AT califanojosepha serummicrornabiomarkersfordetectionofnonsmallcelllungcancer