Literature DB >> 36195648

Hydroxymethylation profile of cell-free DNA is a biomarker for early colorectal cancer.

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.
© 2022. The Author(s).

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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


  36 in total

Review 1.  Current and future perspectives of liquid biopsies in genomics-driven oncology.

Authors:  Ellen Heitzer; Imran S Haque; Charles E S Roberts; Michael R Speicher
Journal:  Nat Rev Genet       Date:  2019-02       Impact factor: 53.242

2.  MeCP2 binds to 5hmC enriched within active genes and accessible chromatin in the nervous system.

Authors:  Marian Mellén; Pinar Ayata; Scott Dewell; Skirmantas Kriaucionis; Nathaniel Heintz
Journal:  Cell       Date:  2012-12-21       Impact factor: 41.582

3.  OSAT: a tool for sample-to-batch allocations in genomics experiments.

Authors:  Li Yan; Changxing Ma; Dan Wang; Qiang Hu; Maochun Qin; Jeffrey M Conroy; Lara E Sucheston; Christine B Ambrosone; Candace S Johnson; Jianmin Wang; Song Liu
Journal:  BMC Genomics       Date:  2012-12-10       Impact factor: 3.969

4.  5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers.

Authors:  Wenshuai Li; Xu Zhang; Xingyu Lu; Lei You; Yanqun Song; Zhongguang Luo; Jun Zhang; Ji Nie; Wanwei Zheng; Diannan Xu; Yaping Wang; Yuanqiang Dong; Shulin Yu; Jun Hong; Jianping Shi; Hankun Hao; Fen Luo; Luchun Hua; Peng Wang; Xiaoping Qian; Fang Yuan; Lianhuan Wei; Ming Cui; Taiping Zhang; Quan Liao; Menghua Dai; Ziwen Liu; Ge Chen; Katherine Meckel; Sarbani Adhikari; Guifang Jia; Marc B Bissonnette; Xinxiang Zhang; Yupei Zhao; Wei Zhang; Chuan He; Jie Liu
Journal:  Cell Res       Date:  2017-09-19       Impact factor: 25.617

5.  GeneHancer: genome-wide integration of enhancers and target genes in GeneCards.

Authors:  Simon Fishilevich; Ron Nudel; Noa Rappaport; Rotem Hadar; Inbar Plaschkes; Tsippi Iny Stein; Naomi Rosen; Asher Kohn; Michal Twik; Marilyn Safran; Doron Lancet; Dana Cohen
Journal:  Database (Oxford)       Date:  2017-01-01       Impact factor: 3.451

6.  Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA.

Authors:  Nathan Wan; David Weinberg; Tzu-Yu Liu; Katherine Niehaus; Eric A Ariazi; Daniel Delubac; Ajay Kannan; Brandon White; Mitch Bailey; Marvin Bertin; Nathan Boley; Derek Bowen; James Cregg; Adam M Drake; Riley Ennis; Signe Fransen; Erik Gafni; Loren Hansen; Yaping Liu; Gabriel L Otte; Jennifer Pecson; Brandon Rice; Gabriel E Sanderson; Aarushi Sharma; John St John; Catherina Tang; Abraham Tzou; Leilani Young; Girish Putcha; Imran S Haque
Journal:  BMC Cancer       Date:  2019-08-23       Impact factor: 4.430

7.  Life and death of circulating cell-free DNA.

Authors:  Anatoli Kustanovich; Ruth Schwartz; Tamar Peretz; Albert Grinshpun
Journal:  Cancer Biol Ther       Date:  2019-04-16       Impact factor: 4.742

8.  Genome-wide cell-free DNA fragmentation in patients with cancer.

Authors:  Stephen Cristiano; Alessandro Leal; Jillian Phallen; Jacob Fiksel; Vilmos Adleff; Daniel C Bruhm; Sarah Østrup Jensen; Jamie E Medina; Carolyn Hruban; James R White; Doreen N Palsgrove; Noushin Niknafs; Valsamo Anagnostou; Patrick Forde; Jarushka Naidoo; Kristen Marrone; Julie Brahmer; Brian D Woodward; Hatim Husain; Karlijn L van Rooijen; Mai-Britt Worm Ørntoft; Anders Husted Madsen; Cornelis J H van de Velde; Marcel Verheij; Annemieke Cats; Cornelis J A Punt; Geraldine R Vink; Nicole C T van Grieken; Miriam Koopman; Remond J A Fijneman; Julia S Johansen; Hans Jørgen Nielsen; Gerrit A Meijer; Claus Lindbjerg Andersen; Robert B Scharpf; Victor E Velculescu
Journal:  Nature       Date:  2019-05-29       Impact factor: 49.962

9.  Integrated epigenetic biomarkers in circulating cell-free DNA as a robust classifier for pancreatic cancer.

Authors:  Feng Cao; Ailin Wei; Xinlei Hu; Yijing He; Jun Zhang; Lin Xia; Kailing Tu; Jue Yuan; Ziheng Guo; Hongying Liu; Dan Xie; Ang Li
Journal:  Clin Epigenetics       Date:  2020-07-23       Impact factor: 6.551

10.  Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors.

Authors:  Viktor A Adalsteinsson; Gavin Ha; Samuel S Freeman; Atish D Choudhury; Daniel G Stover; Heather A Parsons; Gregory Gydush; Sarah C Reed; Denisse Rotem; Justin Rhoades; Denis Loginov; Dimitri Livitz; Daniel Rosebrock; Ignaty Leshchiner; Jaegil Kim; Chip Stewart; Mara Rosenberg; Joshua M Francis; Cheng-Zhong Zhang; Ofir Cohen; Coyin Oh; Huiming Ding; Paz Polak; Max Lloyd; Sairah Mahmud; Karla Helvie; Margaret S Merrill; Rebecca A Santiago; Edward P O'Connor; Seong H Jeong; Rachel Leeson; Rachel M Barry; Joseph F Kramkowski; Zhenwei Zhang; Laura Polacek; Jens G Lohr; Molly Schleicher; Emily Lipscomb; Andrea Saltzman; Nelly M Oliver; Lori Marini; Adrienne G Waks; Lauren C Harshman; Sara M Tolaney; Eliezer M Van Allen; Eric P Winer; Nancy U Lin; Mari Nakabayashi; Mary-Ellen Taplin; Cory M Johannessen; Levi A Garraway; Todd R Golub; Jesse S Boehm; Nikhil Wagle; Gad Getz; J Christopher Love; Matthew Meyerson
Journal:  Nat Commun       Date:  2017-11-06       Impact factor: 14.919

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