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Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer
Early detection of cancer will improve survival rates. The blood biomarker 5-hydroxymethylcytosine has been shown to discriminate cancer. In a large covariate-controlled study of over two thousand individual blood samples, we created, tested and explored the properties of a 5-hydroxymethylcytosine-b...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532421/ https://www.ncbi.nlm.nih.gov/pubmed/36195648 http://dx.doi.org/10.1038/s41598-022-20975-1 |
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author | Walker, Nicolas J. Rashid, Mamunur Yu, Shirong Bignell, Helen Lumby, Casper K. Livi, Carmen M. Howell, Kate Morley, David J. Morganella, Sandro Barrell, Daniel Caim, Shabhonam Gosal, Walraj Füllgrabe, Jens Charlesworth, Thomas J. Vasquez, Louella Ahdesmäki, Miika Eizenga, Jordan Prabhat, Parul Proutski, Vitali Murat-Onana, Marie Laurie Greenwood, Catherine J. Kirkwood, Lisa Maisuria-Armer, Meeta Li, Mengjie Coats, Emma Winfield, Victoria MacBean, Lachlan Stock, Toby Tomé-Fernandez, Alice Chan, Yat Sheikh, Nasir Golder, Paula Steward, Michael Ost, Tobias W. B. Stewart, Douglas Vilella, Albert Noursalehi, Mojtaba Paten, Benedict Lucarelli, Debora Mason, Joanne Ridge, Gareth Mellad, Jason Shirodkar, Suman Balasubaramanian, Shankar Holbrook, Joanna D. |
author_facet | Walker, Nicolas J. Rashid, Mamunur Yu, Shirong Bignell, Helen Lumby, Casper K. Livi, Carmen M. Howell, Kate Morley, David J. Morganella, Sandro Barrell, Daniel Caim, Shabhonam Gosal, Walraj Füllgrabe, Jens Charlesworth, Thomas J. Vasquez, Louella Ahdesmäki, Miika Eizenga, Jordan Prabhat, Parul Proutski, Vitali Murat-Onana, Marie Laurie Greenwood, Catherine J. Kirkwood, Lisa Maisuria-Armer, Meeta Li, Mengjie Coats, Emma Winfield, Victoria MacBean, Lachlan Stock, Toby Tomé-Fernandez, Alice Chan, Yat Sheikh, Nasir Golder, Paula Steward, Michael Ost, Tobias W. B. Stewart, Douglas Vilella, Albert Noursalehi, Mojtaba Paten, Benedict Lucarelli, Debora Mason, Joanne Ridge, Gareth Mellad, Jason Shirodkar, Suman Balasubaramanian, Shankar Holbrook, Joanna D. |
author_sort | Walker, Nicolas J. |
collection | PubMed |
description | Early detection of cancer will improve survival rates. The blood biomarker 5-hydroxymethylcytosine has been shown to discriminate cancer. In a large covariate-controlled study of over two thousand individual blood samples, we created, tested and explored the properties of a 5-hydroxymethylcytosine-based classifier to detect colorectal cancer (CRC). In an independent validation sample set, the classifier discriminated CRC samples from controls with an area under the receiver operating characteristic curve (AUC) of 90% (95% CI [87, 93]). Sensitivity was 55% at 95% specificity. Performance was similar for early stage 1 (AUC 89%; 95% CI [83, 94]) and late stage 4 CRC (AUC 94%; 95% CI [89, 98]). The classifier could detect CRC even when the proportion of tumor DNA in blood was undetectable by other methods. Expanding the classifier to include information about cell-free DNA fragment size and abundance across the genome led to gains in sensitivity (63% at 95% specificity), with similar overall performance (AUC 91%; 95% CI [89, 94]). We confirm that 5-hydroxymethylcytosine can be used to detect CRC, even in early-stage disease. Therefore, the inclusion of 5-hydroxymethylcytosine in multianalyte testing could improve sensitivity for the detection of early-stage cancer. |
format | Online Article Text |
id | pubmed-9532421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95324212022-10-06 Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer Walker, Nicolas J. Rashid, Mamunur Yu, Shirong Bignell, Helen Lumby, Casper K. Livi, Carmen M. Howell, Kate Morley, David J. Morganella, Sandro Barrell, Daniel Caim, Shabhonam Gosal, Walraj Füllgrabe, Jens Charlesworth, Thomas J. Vasquez, Louella Ahdesmäki, Miika Eizenga, Jordan Prabhat, Parul Proutski, Vitali Murat-Onana, Marie Laurie Greenwood, Catherine J. Kirkwood, Lisa Maisuria-Armer, Meeta Li, Mengjie Coats, Emma Winfield, Victoria MacBean, Lachlan Stock, Toby Tomé-Fernandez, Alice Chan, Yat Sheikh, Nasir Golder, Paula Steward, Michael Ost, Tobias W. B. Stewart, Douglas Vilella, Albert Noursalehi, Mojtaba Paten, Benedict Lucarelli, Debora Mason, Joanne Ridge, Gareth Mellad, Jason Shirodkar, Suman Balasubaramanian, Shankar Holbrook, Joanna D. Sci Rep Article Early detection of cancer will improve survival rates. The blood biomarker 5-hydroxymethylcytosine has been shown to discriminate cancer. In a large covariate-controlled study of over two thousand individual blood samples, we created, tested and explored the properties of a 5-hydroxymethylcytosine-based classifier to detect colorectal cancer (CRC). In an independent validation sample set, the classifier discriminated CRC samples from controls with an area under the receiver operating characteristic curve (AUC) of 90% (95% CI [87, 93]). Sensitivity was 55% at 95% specificity. Performance was similar for early stage 1 (AUC 89%; 95% CI [83, 94]) and late stage 4 CRC (AUC 94%; 95% CI [89, 98]). The classifier could detect CRC even when the proportion of tumor DNA in blood was undetectable by other methods. Expanding the classifier to include information about cell-free DNA fragment size and abundance across the genome led to gains in sensitivity (63% at 95% specificity), with similar overall performance (AUC 91%; 95% CI [89, 94]). We confirm that 5-hydroxymethylcytosine can be used to detect CRC, even in early-stage disease. Therefore, the inclusion of 5-hydroxymethylcytosine in multianalyte testing could improve sensitivity for the detection of early-stage cancer. Nature Publishing Group UK 2022-10-04 /pmc/articles/PMC9532421/ /pubmed/36195648 http://dx.doi.org/10.1038/s41598-022-20975-1 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Walker, Nicolas J. Rashid, Mamunur Yu, Shirong Bignell, Helen Lumby, Casper K. Livi, Carmen M. Howell, Kate Morley, David J. Morganella, Sandro Barrell, Daniel Caim, Shabhonam Gosal, Walraj Füllgrabe, Jens Charlesworth, Thomas J. Vasquez, Louella Ahdesmäki, Miika Eizenga, Jordan Prabhat, Parul Proutski, Vitali Murat-Onana, Marie Laurie Greenwood, Catherine J. Kirkwood, Lisa Maisuria-Armer, Meeta Li, Mengjie Coats, Emma Winfield, Victoria MacBean, Lachlan Stock, Toby Tomé-Fernandez, Alice Chan, Yat Sheikh, Nasir Golder, Paula Steward, Michael Ost, Tobias W. B. Stewart, Douglas Vilella, Albert Noursalehi, Mojtaba Paten, Benedict Lucarelli, Debora Mason, Joanne Ridge, Gareth Mellad, Jason Shirodkar, Suman Balasubaramanian, Shankar Holbrook, Joanna D. Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title | Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title_full | Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title_fullStr | Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title_full_unstemmed | Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title_short | Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer |
title_sort | hydroxymethylation profile of cell-free dna is a biomarker for early colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532421/ https://www.ncbi.nlm.nih.gov/pubmed/36195648 http://dx.doi.org/10.1038/s41598-022-20975-1 |
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