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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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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 |
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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 |
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