Cargando…

DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients

Identification of cancer-specific methylation of DNA released by tumours can be used for non-invasive diagnostics and monitoring. We previously reported in silico identification of DNA methylation loci specifically hypermethylated in common human cancers that could be used as epigenetic biomarkers....

Descripción completa

Detalles Bibliográficos
Autores principales: Vrba, Lukas, Oshiro, Marc M., Kim, Samuel S., Garland, Linda L., Placencia, Crystal, Mahadevan, Daruka, Nelson, Mark A., Futscher, Bernard W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7153541/
https://www.ncbi.nlm.nih.gov/pubmed/31775567
http://dx.doi.org/10.1080/15592294.2019.1695333
_version_ 1783521671992311808
author Vrba, Lukas
Oshiro, Marc M.
Kim, Samuel S.
Garland, Linda L.
Placencia, Crystal
Mahadevan, Daruka
Nelson, Mark A.
Futscher, Bernard W.
author_facet Vrba, Lukas
Oshiro, Marc M.
Kim, Samuel S.
Garland, Linda L.
Placencia, Crystal
Mahadevan, Daruka
Nelson, Mark A.
Futscher, Bernard W.
author_sort Vrba, Lukas
collection PubMed
description Identification of cancer-specific methylation of DNA released by tumours can be used for non-invasive diagnostics and monitoring. We previously reported in silico identification of DNA methylation loci specifically hypermethylated in common human cancers that could be used as epigenetic biomarkers. Using DNA methylation specific qPCR we now clinically tested a group of these cancer-specific loci on cell-free DNA (cfDNA) extracted from the plasma fraction of blood samples from healthy controls and non-small cell lung cancer (NSCLC) patients. These DNA methylation biomarkers distinguish lung cancer cases from controls with high sensitivity and specificity (AUC = 0.956), and furthermore, the signal from the markers correlates with tumour size and decreases after surgical resection of lung tumours. Presented observations suggest the clinical value of these DNA methylation biomarkers for NSCLC diagnostics and monitoring. Since we successfully validated the biomarkers using independent DNA methylation data from multiple additional common carcinoma cohorts (bladder, breast, colorectal, oesophageal, head and neck, pancreatic or prostate cancer) we predict that these DNA methylation biomarkers will detect additional carcinoma types from plasma samples as well.
format Online
Article
Text
id pubmed-7153541
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-71535412020-04-16 DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients Vrba, Lukas Oshiro, Marc M. Kim, Samuel S. Garland, Linda L. Placencia, Crystal Mahadevan, Daruka Nelson, Mark A. Futscher, Bernard W. Epigenetics Research Paper Identification of cancer-specific methylation of DNA released by tumours can be used for non-invasive diagnostics and monitoring. We previously reported in silico identification of DNA methylation loci specifically hypermethylated in common human cancers that could be used as epigenetic biomarkers. Using DNA methylation specific qPCR we now clinically tested a group of these cancer-specific loci on cell-free DNA (cfDNA) extracted from the plasma fraction of blood samples from healthy controls and non-small cell lung cancer (NSCLC) patients. These DNA methylation biomarkers distinguish lung cancer cases from controls with high sensitivity and specificity (AUC = 0.956), and furthermore, the signal from the markers correlates with tumour size and decreases after surgical resection of lung tumours. Presented observations suggest the clinical value of these DNA methylation biomarkers for NSCLC diagnostics and monitoring. Since we successfully validated the biomarkers using independent DNA methylation data from multiple additional common carcinoma cohorts (bladder, breast, colorectal, oesophageal, head and neck, pancreatic or prostate cancer) we predict that these DNA methylation biomarkers will detect additional carcinoma types from plasma samples as well. Taylor & Francis 2019-11-27 /pmc/articles/PMC7153541/ /pubmed/31775567 http://dx.doi.org/10.1080/15592294.2019.1695333 Text en © 2019 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Research Paper
Vrba, Lukas
Oshiro, Marc M.
Kim, Samuel S.
Garland, Linda L.
Placencia, Crystal
Mahadevan, Daruka
Nelson, Mark A.
Futscher, Bernard W.
DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title_full DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title_fullStr DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title_full_unstemmed DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title_short DNA methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
title_sort dna methylation biomarkers discovered in silico detect cancer in liquid biopsies from non-small cell lung cancer patients
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7153541/
https://www.ncbi.nlm.nih.gov/pubmed/31775567
http://dx.doi.org/10.1080/15592294.2019.1695333
work_keys_str_mv AT vrbalukas dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT oshiromarcm dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT kimsamuels dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT garlandlindal dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT placenciacrystal dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT mahadevandaruka dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT nelsonmarka dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients
AT futscherbernardw dnamethylationbiomarkersdiscoveredinsilicodetectcancerinliquidbiopsiesfromnonsmallcelllungcancerpatients