| Literature DB >> 36195648 |
Nicolas J Walker1, Mamunur Rashid1, Shirong Yu1, Helen Bignell1, Casper K Lumby1, Carmen M Livi1, Kate Howell1, David J Morley1, Sandro Morganella1, Daniel Barrell1, Shabhonam Caim1, Walraj Gosal1, Jens Füllgrabe1, Thomas J Charlesworth1, Louella Vasquez1, Miika Ahdesmäki1, Jordan Eizenga2,3, Parul Prabhat1, Vitali Proutski1, Marie Laurie Murat-Onana1, Catherine J Greenwood1, Lisa Kirkwood1, Meeta Maisuria-Armer1, Mengjie Li1, Emma Coats1, Victoria Winfield1, Lachlan MacBean1, Toby Stock1, Alice Tomé-Fernandez1, Yat Chan1, Nasir Sheikh1, Paula Golder1, Michael Steward1, Tobias W B Ost1, Douglas Stewart1, Albert Vilella1, Mojtaba Noursalehi4, Benedict Paten2,3, Debora Lucarelli1, Joanne Mason1, Gareth Ridge1, Jason Mellad1, Suman Shirodkar1, Shankar Balasubaramanian5,6, Joanna D Holbrook7.
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.Entities:
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Year: 2022 PMID: 36195648 PMCID: PMC9532421 DOI: 10.1038/s41598-022-20975-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996