Cargando…

Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs

BACKGROUND: A key focus in cancer research is the discovery of biomarkers that accurately diagnose early lesions in non-invasive tissues. Several studies have identified malignancy-associated DNA methylation changes in blood, yet no general cancer biomarker has been identified to date. Here, we expl...

Descripción completa

Detalles Bibliográficos
Autores principales: Roos, Leonie, van Dongen, Jenny, Bell, Christopher G., Burri, Andrea, Deloukas, Panos, Boomsma, Dorret I., Spector, Tim D., Bell, Jordana T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721070/
https://www.ncbi.nlm.nih.gov/pubmed/26798410
http://dx.doi.org/10.1186/s13148-016-0172-y
_version_ 1782411173535154176
author Roos, Leonie
van Dongen, Jenny
Bell, Christopher G.
Burri, Andrea
Deloukas, Panos
Boomsma, Dorret I.
Spector, Tim D.
Bell, Jordana T.
author_facet Roos, Leonie
van Dongen, Jenny
Bell, Christopher G.
Burri, Andrea
Deloukas, Panos
Boomsma, Dorret I.
Spector, Tim D.
Bell, Jordana T.
author_sort Roos, Leonie
collection PubMed
description BACKGROUND: A key focus in cancer research is the discovery of biomarkers that accurately diagnose early lesions in non-invasive tissues. Several studies have identified malignancy-associated DNA methylation changes in blood, yet no general cancer biomarker has been identified to date. Here, we explore the potential of blood DNA methylation as a biomarker of pan-cancer (cancer of multiple different origins) in 41 female cancer discordant monozygotic (MZ) twin-pairs sampled before or after diagnosis using the Illumina HumanMethylation450 BeadChip. RESULTS: We analysed epigenome-wide DNA methylation profiles in 41 cancer discordant MZ twin-pairs with affected individuals diagnosed with tumours at different single primary sites: the breast, cervix, colon, endometrium, thyroid gland, skin (melanoma), ovary, and pancreas. No significant global differences in whole blood DNA methylation profiles were observed. Epigenome-wide analyses identified one novel pan-cancer differentially methylated position at false discovery rate (FDR) threshold of 10 % (cg02444695, P = 1.8 × 10(−7)) in an intergenic region 70 kb upstream of the SASH1 tumour suppressor gene, and three suggestive signals in COL11A2, AXL, and LINC00340. Replication of the four top-ranked signals in an independent sample of nine cancer-discordant MZ twin-pairs showed a similar direction of association at COL11A2, AXL, and LINC00340, and significantly greater methylation discordance at AXL compared to 480 healthy concordant MZ twin-pairs. The effects at cg02444695 (near SASH1), COL11A2, and LINC00340 were the most promising in biomarker potential because the DNA methylation differences were found to pre-exist in samples obtained prior to diagnosis and were limited to a 5-year period before diagnosis. Gene expression follow-up at the top-ranked signals in 283 healthy individuals showed correlation between blood methylation and gene expression in lymphoblastoid cell lines at PRL, and in the skin tissue at AXL. A significant enrichment of differential DNA methylation was observed in enhancer regions (P = 0.03). CONCLUSIONS: We identified DNA methylation signatures in blood associated with pan-cancer, at or near SASH1, COL11A2, AXL, and LINC00340. Three of these signals were present up to 5 years prior to cancer diagnosis, highlighting the potential clinical utility of whole blood DNA methylation analysis in cancer surveillance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0172-y) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4721070
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-47210702016-01-22 Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs Roos, Leonie van Dongen, Jenny Bell, Christopher G. Burri, Andrea Deloukas, Panos Boomsma, Dorret I. Spector, Tim D. Bell, Jordana T. Clin Epigenetics Research BACKGROUND: A key focus in cancer research is the discovery of biomarkers that accurately diagnose early lesions in non-invasive tissues. Several studies have identified malignancy-associated DNA methylation changes in blood, yet no general cancer biomarker has been identified to date. Here, we explore the potential of blood DNA methylation as a biomarker of pan-cancer (cancer of multiple different origins) in 41 female cancer discordant monozygotic (MZ) twin-pairs sampled before or after diagnosis using the Illumina HumanMethylation450 BeadChip. RESULTS: We analysed epigenome-wide DNA methylation profiles in 41 cancer discordant MZ twin-pairs with affected individuals diagnosed with tumours at different single primary sites: the breast, cervix, colon, endometrium, thyroid gland, skin (melanoma), ovary, and pancreas. No significant global differences in whole blood DNA methylation profiles were observed. Epigenome-wide analyses identified one novel pan-cancer differentially methylated position at false discovery rate (FDR) threshold of 10 % (cg02444695, P = 1.8 × 10(−7)) in an intergenic region 70 kb upstream of the SASH1 tumour suppressor gene, and three suggestive signals in COL11A2, AXL, and LINC00340. Replication of the four top-ranked signals in an independent sample of nine cancer-discordant MZ twin-pairs showed a similar direction of association at COL11A2, AXL, and LINC00340, and significantly greater methylation discordance at AXL compared to 480 healthy concordant MZ twin-pairs. The effects at cg02444695 (near SASH1), COL11A2, and LINC00340 were the most promising in biomarker potential because the DNA methylation differences were found to pre-exist in samples obtained prior to diagnosis and were limited to a 5-year period before diagnosis. Gene expression follow-up at the top-ranked signals in 283 healthy individuals showed correlation between blood methylation and gene expression in lymphoblastoid cell lines at PRL, and in the skin tissue at AXL. A significant enrichment of differential DNA methylation was observed in enhancer regions (P = 0.03). CONCLUSIONS: We identified DNA methylation signatures in blood associated with pan-cancer, at or near SASH1, COL11A2, AXL, and LINC00340. Three of these signals were present up to 5 years prior to cancer diagnosis, highlighting the potential clinical utility of whole blood DNA methylation analysis in cancer surveillance. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0172-y) contains supplementary material, which is available to authorized users. BioMed Central 2016-01-20 /pmc/articles/PMC4721070/ /pubmed/26798410 http://dx.doi.org/10.1186/s13148-016-0172-y Text en © Roos et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Roos, Leonie
van Dongen, Jenny
Bell, Christopher G.
Burri, Andrea
Deloukas, Panos
Boomsma, Dorret I.
Spector, Tim D.
Bell, Jordana T.
Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title_full Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title_fullStr Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title_full_unstemmed Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title_short Integrative DNA methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
title_sort integrative dna methylome analysis of pan-cancer biomarkers in cancer discordant monozygotic twin-pairs
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721070/
https://www.ncbi.nlm.nih.gov/pubmed/26798410
http://dx.doi.org/10.1186/s13148-016-0172-y
work_keys_str_mv AT roosleonie integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT vandongenjenny integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT bellchristopherg integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT burriandrea integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT deloukaspanos integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT boomsmadorreti integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT spectortimd integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs
AT belljordanat integrativednamethylomeanalysisofpancancerbiomarkersincancerdiscordantmonozygotictwinpairs