Cargando…
The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples
Genetic and non-genetic factors contribute to breast cancer development. An epigenome-based signature capturing these components in easily accessible samples could identify women at risk. Here, we analyse the DNA methylome in 2,818 cervical, 357 and 227 matched buccal and blood samples respectively,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807602/ https://www.ncbi.nlm.nih.gov/pubmed/35105882 http://dx.doi.org/10.1038/s41467-021-27918-w |
_version_ | 1784643715270180864 |
---|---|
author | Barrett, James E. Herzog, Chiara Jones, Allison Leavy, Olivia C. Evans, Iona Knapp, Susanne Reisel, Daniel Nazarenko, Tatiana Kim, Yoo-Na Franchi, Dorella Ryan, Andy Franks, Joanna Bjørge, Line Zikan, Michal Cibula, David Harbeck, Nadia Colombo, Nicoletta Dudbridge, Frank Jones, Louise Sundström, Karin Dillner, Joakim Rådestad, Angelique Flöter Gemzell-Danielsson, Kristina Pashayan, Nora Widschwendter, Martin |
author_facet | Barrett, James E. Herzog, Chiara Jones, Allison Leavy, Olivia C. Evans, Iona Knapp, Susanne Reisel, Daniel Nazarenko, Tatiana Kim, Yoo-Na Franchi, Dorella Ryan, Andy Franks, Joanna Bjørge, Line Zikan, Michal Cibula, David Harbeck, Nadia Colombo, Nicoletta Dudbridge, Frank Jones, Louise Sundström, Karin Dillner, Joakim Rådestad, Angelique Flöter Gemzell-Danielsson, Kristina Pashayan, Nora Widschwendter, Martin |
author_sort | Barrett, James E. |
collection | PubMed |
description | Genetic and non-genetic factors contribute to breast cancer development. An epigenome-based signature capturing these components in easily accessible samples could identify women at risk. Here, we analyse the DNA methylome in 2,818 cervical, 357 and 227 matched buccal and blood samples respectively, and 42 breast tissue samples from women with and without breast cancer. Utilising cervical liquid-based cytology samples, we develop the DNA methylation-based Women’s risk IDentification for Breast Cancer index (WID-BC-index) that identifies women with breast cancer with an AUROC (Area Under the Receiver Operator Characteristic) of 0.84 (95% CI: 0.80–0.88) and 0.81 (95% CI: 0.76–0.86) in internal and external validation sets, respectively. CpGs at progesterone receptor binding sites hypomethylated in normal breast tissue of women with breast cancer or in BRCA mutation carriers are also hypomethylated in cervical samples of women with poor prognostic breast cancer. Our data indicate that a systemic epigenetic programming defect is highly prevalent in women who develop breast cancer. Further studies validating the WID-BC-index may enable clinical implementation for monitoring breast cancer risk. |
format | Online Article Text |
id | pubmed-8807602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88076022022-02-07 The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples Barrett, James E. Herzog, Chiara Jones, Allison Leavy, Olivia C. Evans, Iona Knapp, Susanne Reisel, Daniel Nazarenko, Tatiana Kim, Yoo-Na Franchi, Dorella Ryan, Andy Franks, Joanna Bjørge, Line Zikan, Michal Cibula, David Harbeck, Nadia Colombo, Nicoletta Dudbridge, Frank Jones, Louise Sundström, Karin Dillner, Joakim Rådestad, Angelique Flöter Gemzell-Danielsson, Kristina Pashayan, Nora Widschwendter, Martin Nat Commun Article Genetic and non-genetic factors contribute to breast cancer development. An epigenome-based signature capturing these components in easily accessible samples could identify women at risk. Here, we analyse the DNA methylome in 2,818 cervical, 357 and 227 matched buccal and blood samples respectively, and 42 breast tissue samples from women with and without breast cancer. Utilising cervical liquid-based cytology samples, we develop the DNA methylation-based Women’s risk IDentification for Breast Cancer index (WID-BC-index) that identifies women with breast cancer with an AUROC (Area Under the Receiver Operator Characteristic) of 0.84 (95% CI: 0.80–0.88) and 0.81 (95% CI: 0.76–0.86) in internal and external validation sets, respectively. CpGs at progesterone receptor binding sites hypomethylated in normal breast tissue of women with breast cancer or in BRCA mutation carriers are also hypomethylated in cervical samples of women with poor prognostic breast cancer. Our data indicate that a systemic epigenetic programming defect is highly prevalent in women who develop breast cancer. Further studies validating the WID-BC-index may enable clinical implementation for monitoring breast cancer risk. Nature Publishing Group UK 2022-02-01 /pmc/articles/PMC8807602/ /pubmed/35105882 http://dx.doi.org/10.1038/s41467-021-27918-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Barrett, James E. Herzog, Chiara Jones, Allison Leavy, Olivia C. Evans, Iona Knapp, Susanne Reisel, Daniel Nazarenko, Tatiana Kim, Yoo-Na Franchi, Dorella Ryan, Andy Franks, Joanna Bjørge, Line Zikan, Michal Cibula, David Harbeck, Nadia Colombo, Nicoletta Dudbridge, Frank Jones, Louise Sundström, Karin Dillner, Joakim Rådestad, Angelique Flöter Gemzell-Danielsson, Kristina Pashayan, Nora Widschwendter, Martin The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title | The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title_full | The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title_fullStr | The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title_full_unstemmed | The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title_short | The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples |
title_sort | wid-bc-index identifies women with primary poor prognostic breast cancer based on dna methylation in cervical samples |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8807602/ https://www.ncbi.nlm.nih.gov/pubmed/35105882 http://dx.doi.org/10.1038/s41467-021-27918-w |
work_keys_str_mv | AT barrettjamese thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT herzogchiara thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT jonesallison thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT leavyoliviac thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT evansiona thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT knappsusanne thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT reiseldaniel thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT nazarenkotatiana thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT kimyoona thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT franchidorella thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT ryanandy thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT franksjoanna thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT bjørgeline thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT zikanmichal thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT cibuladavid thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT harbecknadia thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT colombonicoletta thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT dudbridgefrank thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT joneslouise thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT sundstromkarin thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT dillnerjoakim thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT radestadangeliquefloter thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT gemzelldanielssonkristina thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT pashayannora thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT widschwendtermartin thewidbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT barrettjamese widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT herzogchiara widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT jonesallison widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT leavyoliviac widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT evansiona widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT knappsusanne widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT reiseldaniel widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT nazarenkotatiana widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT kimyoona widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT franchidorella widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT ryanandy widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT franksjoanna widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT bjørgeline widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT zikanmichal widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT cibuladavid widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT harbecknadia widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT colombonicoletta widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT dudbridgefrank widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT joneslouise widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT sundstromkarin widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT dillnerjoakim widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT radestadangeliquefloter widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT gemzelldanielssonkristina widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT pashayannora widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples AT widschwendtermartin widbcindexidentifieswomenwithprimarypoorprognosticbreastcancerbasedondnamethylationincervicalsamples |