Author
Listed:
- Shu Yi Shen
(University Health Network)
- Rajat Singhania
(University Health Network)
- Gordon Fehringer
(Sinai Health System)
- Ankur Chakravarthy
(University Health Network)
- Michael H. A. Roehrl
(University Health Network
Memorial Sloan Kettering Cancer Center
University of Toronto)
- Dianne Chadwick
(University Health Network)
- Philip C. Zuzarte
(Ontario Institute for Cancer Research)
- Ayelet Borgida
(Sinai Health System)
- Ting Ting Wang
(University Health Network
University of Toronto)
- Tiantian Li
(University Health Network)
- Olena Kis
(University Health Network)
- Zhen Zhao
(University Health Network)
- Anna Spreafico
(University Health Network)
- Tiago da Silva Medina
(University Health Network)
- Yadon Wang
(University Health Network)
- David Roulois
(University Health Network
UMR_S 1236, Univ Rennes 1, Inserm, Etablissement Français du sang Bretagne)
- Ilias Ettayebi
(University Health Network
University of Toronto)
- Zhuo Chen
(University Health Network)
- Signy Chow
(University Health Network)
- Tracy Murphy
(University Health Network)
- Andrea Arruda
(University Health Network)
- Grainne M. O’Kane
(University Health Network)
- Jessica Liu
(University of Toronto)
- Mark Mansour
(University of Toronto)
- John D. McPherson
(UC Davis Comprehensive Cancer Center)
- Catherine O’Brien
(University Health Network)
- Natasha Leighl
(University Health Network)
- Philippe L. Bedard
(University Health Network)
- Neil Fleshner
(University Health Network)
- Geoffrey Liu
(University Health Network
University of Toronto
Dalla Lana School of Public Health, University of Toronto)
- Mark D. Minden
(University Health Network)
- Steven Gallinger
(Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital
Toronto General Hospital)
- Anna Goldenberg
(University of Toronto)
- Trevor J. Pugh
(University Health Network
University of Toronto)
- Michael M. Hoffman
(University Health Network
University of Toronto
University of Toronto)
- Scott V. Bratman
(University Health Network
University of Toronto)
- Rayjean J. Hung
(Sinai Health System
Dalla Lana School of Public Health, University of Toronto)
- Daniel D. Carvalho
(University Health Network
University of Toronto)
Abstract
The use of liquid biopsies for cancer detection and management is rapidly gaining prominence1. Current methods for the detection of circulating tumour DNA involve sequencing somatic mutations using cell-free DNA, but the sensitivity of these methods may be low among patients with early-stage cancer given the limited number of recurrent mutations2–5. By contrast, large-scale epigenetic alterations—which are tissue- and cancer-type specific—are not similarly constrained6 and therefore potentially have greater ability to detect and classify cancers in patients with early-stage disease. Here we develop a sensitive, immunoprecipitation-based protocol to analyse the methylome of small quantities of circulating cell-free DNA, and demonstrate the ability to detect large-scale DNA methylation changes that are enriched for tumour-specific patterns. We also demonstrate robust performance in cancer detection and classification across an extensive collection of plasma samples from several tumour types. This work sets the stage to establish biomarkers for the minimally invasive detection, interception and classification of early-stage cancers based on plasma cell-free DNA methylation patterns.
Suggested Citation
Shu Yi Shen & Rajat Singhania & Gordon Fehringer & Ankur Chakravarthy & Michael H. A. Roehrl & Dianne Chadwick & Philip C. Zuzarte & Ayelet Borgida & Ting Ting Wang & Tiantian Li & Olena Kis & Zhen Zh, 2018.
"Sensitive tumour detection and classification using plasma cell-free DNA methylomes,"
Nature, Nature, vol. 563(7732), pages 579-583, November.
Handle:
RePEc:nat:nature:v:563:y:2018:i:7732:d:10.1038_s41586-018-0703-0
DOI: 10.1038/s41586-018-0703-0
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