Scientific Reports (Oct 2022)
Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer
- Nicolas J. Walker,
- Mamunur Rashid,
- Shirong Yu,
- Helen Bignell,
- Casper K. Lumby,
- Carmen M. Livi,
- Kate Howell,
- David J. Morley,
- Sandro Morganella,
- Daniel Barrell,
- Shabhonam Caim,
- Walraj Gosal,
- Jens Füllgrabe,
- Thomas J. Charlesworth,
- Louella Vasquez,
- Miika Ahdesmäki,
- Jordan Eizenga,
- Parul Prabhat,
- Vitali Proutski,
- Marie Laurie Murat-Onana,
- Catherine J. Greenwood,
- Lisa Kirkwood,
- Meeta Maisuria-Armer,
- Mengjie Li,
- Emma Coats,
- Victoria Winfield,
- Lachlan MacBean,
- Toby Stock,
- Alice Tomé-Fernandez,
- Yat Chan,
- Nasir Sheikh,
- Paula Golder,
- Michael Steward,
- Tobias W. B. Ost,
- Douglas Stewart,
- Albert Vilella,
- Mojtaba Noursalehi,
- Benedict Paten,
- Debora Lucarelli,
- Joanne Mason,
- Gareth Ridge,
- Jason Mellad,
- Suman Shirodkar,
- Shankar Balasubaramanian,
- Joanna D. Holbrook
Affiliations
- Nicolas J. Walker
- Cambridge Epigenetix
- Mamunur Rashid
- Cambridge Epigenetix
- Shirong Yu
- Cambridge Epigenetix
- Helen Bignell
- Cambridge Epigenetix
- Casper K. Lumby
- Cambridge Epigenetix
- Carmen M. Livi
- Cambridge Epigenetix
- Kate Howell
- Cambridge Epigenetix
- David J. Morley
- Cambridge Epigenetix
- Sandro Morganella
- Cambridge Epigenetix
- Daniel Barrell
- Cambridge Epigenetix
- Shabhonam Caim
- Cambridge Epigenetix
- Walraj Gosal
- Cambridge Epigenetix
- Jens Füllgrabe
- Cambridge Epigenetix
- Thomas J. Charlesworth
- Cambridge Epigenetix
- Louella Vasquez
- Cambridge Epigenetix
- Miika Ahdesmäki
- Cambridge Epigenetix
- Jordan Eizenga
- Amanita Informatics, LLC
- Parul Prabhat
- Cambridge Epigenetix
- Vitali Proutski
- Cambridge Epigenetix
- Marie Laurie Murat-Onana
- Cambridge Epigenetix
- Catherine J. Greenwood
- Cambridge Epigenetix
- Lisa Kirkwood
- Cambridge Epigenetix
- Meeta Maisuria-Armer
- Cambridge Epigenetix
- Mengjie Li
- Cambridge Epigenetix
- Emma Coats
- Cambridge Epigenetix
- Victoria Winfield
- Cambridge Epigenetix
- Lachlan MacBean
- Cambridge Epigenetix
- Toby Stock
- Cambridge Epigenetix
- Alice Tomé-Fernandez
- Cambridge Epigenetix
- Yat Chan
- Cambridge Epigenetix
- Nasir Sheikh
- Cambridge Epigenetix
- Paula Golder
- Cambridge Epigenetix
- Michael Steward
- Cambridge Epigenetix
- Tobias W. B. Ost
- Cambridge Epigenetix
- Douglas Stewart
- Cambridge Epigenetix
- Albert Vilella
- Cambridge Epigenetix
- Mojtaba Noursalehi
- Biostatistics and Research, LLC
- Benedict Paten
- Amanita Informatics, LLC
- Debora Lucarelli
- Cambridge Epigenetix
- Joanne Mason
- Cambridge Epigenetix
- Gareth Ridge
- Cambridge Epigenetix
- Jason Mellad
- Cambridge Epigenetix
- Suman Shirodkar
- Cambridge Epigenetix
- Shankar Balasubaramanian
- Department of Chemistry, University of Cambridge
- Joanna D. Holbrook
- Cambridge Epigenetix
- DOI
- https://doi.org/10.1038/s41598-022-20975-1
- Journal volume & issue
-
Vol. 12,
no. 1
pp. 1 – 18
Abstract
Abstract 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.