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A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors
BACKGROUND: DNA from archival formalin-fixed and paraffin embedded (FFPE) tissue is an invaluable resource for genome-wide methylation studies although concerns about poor quality may limit its use. In this study, we compared DNA methylation profiles of breast tumors using DNA from fresh-frozen (FF)...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5362446/ https://www.ncbi.nlm.nih.gov/pubmed/28118602 http://dx.doi.org/10.18632/oncotarget.14739 |
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author | Espinal, Allyson C. Wang, Dan Yan, Li Liu, Song Tang, Li Hu, Qiang Morrison, Carl D. Ambrosone, Christine B. Higgins, Michael J. Sucheston-Campbell, Lara E. |
author_facet | Espinal, Allyson C. Wang, Dan Yan, Li Liu, Song Tang, Li Hu, Qiang Morrison, Carl D. Ambrosone, Christine B. Higgins, Michael J. Sucheston-Campbell, Lara E. |
author_sort | Espinal, Allyson C. |
collection | PubMed |
description | BACKGROUND: DNA from archival formalin-fixed and paraffin embedded (FFPE) tissue is an invaluable resource for genome-wide methylation studies although concerns about poor quality may limit its use. In this study, we compared DNA methylation profiles of breast tumors using DNA from fresh-frozen (FF) tissues and three types of matched FFPE samples. RESULTS: For 9/10 patients, correlation and unsupervised clustering analysis revealed that the FF and FFPE samples were consistently correlated with each other and clustered into distinct subgroups. Greater than 84% of the top 100 loci previously shown to differentiate ER+ and ER– tumors in FF tissues were also FFPE DML. Weighted Correlation Gene Network Analyses (WCGNA) grouped the DML loci into 16 modules in FF tissue, with ~85% of the module membership preserved across tissue types. MATERIALS AND METHODS: Restored FFPE and matched FF samples were profiled using the Illumina Infinium HumanMethylation450K platform. Methylation levels (β-values) across all loci and the top 100 loci previously shown to differentiate tumors by estrogen receptor status (ER+ or ER−) in a larger FF study, were compared between matched FF and FFPE samples using Pearson's correlation, hierarchical clustering and WCGNA. Positive predictive values and sensitivity levels for detecting differentially methylated loci (DML) in FF samples were calculated in an independent FFPE cohort. CONCLUSIONS: FFPE breast tumors samples show lower overall detection of DMLs versus FF, however FFPE and FF DMLs compare favorably. These results support the emerging consensus that the 450K platform can be employed to investigate epigenetics in large sets of archival FFPE tissues. |
format | Online Article Text |
id | pubmed-5362446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53624462017-04-24 A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors Espinal, Allyson C. Wang, Dan Yan, Li Liu, Song Tang, Li Hu, Qiang Morrison, Carl D. Ambrosone, Christine B. Higgins, Michael J. Sucheston-Campbell, Lara E. Oncotarget Research Paper BACKGROUND: DNA from archival formalin-fixed and paraffin embedded (FFPE) tissue is an invaluable resource for genome-wide methylation studies although concerns about poor quality may limit its use. In this study, we compared DNA methylation profiles of breast tumors using DNA from fresh-frozen (FF) tissues and three types of matched FFPE samples. RESULTS: For 9/10 patients, correlation and unsupervised clustering analysis revealed that the FF and FFPE samples were consistently correlated with each other and clustered into distinct subgroups. Greater than 84% of the top 100 loci previously shown to differentiate ER+ and ER– tumors in FF tissues were also FFPE DML. Weighted Correlation Gene Network Analyses (WCGNA) grouped the DML loci into 16 modules in FF tissue, with ~85% of the module membership preserved across tissue types. MATERIALS AND METHODS: Restored FFPE and matched FF samples were profiled using the Illumina Infinium HumanMethylation450K platform. Methylation levels (β-values) across all loci and the top 100 loci previously shown to differentiate tumors by estrogen receptor status (ER+ or ER−) in a larger FF study, were compared between matched FF and FFPE samples using Pearson's correlation, hierarchical clustering and WCGNA. Positive predictive values and sensitivity levels for detecting differentially methylated loci (DML) in FF samples were calculated in an independent FFPE cohort. CONCLUSIONS: FFPE breast tumors samples show lower overall detection of DMLs versus FF, however FFPE and FF DMLs compare favorably. These results support the emerging consensus that the 450K platform can be employed to investigate epigenetics in large sets of archival FFPE tissues. Impact Journals LLC 2017-01-19 /pmc/articles/PMC5362446/ /pubmed/28118602 http://dx.doi.org/10.18632/oncotarget.14739 Text en Copyright: © 2017 Espinal et al. http://creativecommons.org/licenses/by/3.0/ 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 credited. |
spellingShingle | Research Paper Espinal, Allyson C. Wang, Dan Yan, Li Liu, Song Tang, Li Hu, Qiang Morrison, Carl D. Ambrosone, Christine B. Higgins, Michael J. Sucheston-Campbell, Lara E. A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title | A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title_full | A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title_fullStr | A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title_full_unstemmed | A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title_short | A methodological study of genome-wide DNA methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
title_sort | methodological study of genome-wide dna methylation analyses using matched archival formalin-fixed paraffin embedded and fresh frozen breast tumors |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5362446/ https://www.ncbi.nlm.nih.gov/pubmed/28118602 http://dx.doi.org/10.18632/oncotarget.14739 |
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