2019 · 31 citations · 37 references
Abstract Methylation profiling of circulating cell-free DNA (cfDNA) is of great interest as a liquid biopsy assay for the detection and monitoring of cancer and other pathologies. Here we describe ‘circulating cell-free DNA reduced representation bisulfite sequencing’ (cf-RRBS), enabling the use of highly effective RRBS on fragmented plasma cfDNA. This method enriches the CpG-rich RRBS target regions by enzymatic degradation of all off-target DNA rather than by targeted capture, in contrast to previous methods. Critical steps are fully enzymatic in a single-tube, making it rapid, cost-effective, robust, and easily implemented on a liquid-handling station for high-throughput sample preparation. We benchmark cf-RRBS results to those obtained by previous more complex methods and exemplify its use for accurate non-invasive subtyping of lung cancer, a frequent onco-pathology task. cf-RRBS enables any molecular pathology lab to tap into the cfDNA methylome, only making use of off-the-shelf reagents and open-source data analysis tools. One Sentence Summary Novel methodology enables facile and cost-effective methylation profiling of fragmented plasma DNA, allowing for routine liquid biopsy clinical diagnostics, exemplified here for differential diagnosis of lung cancer subtypes.
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BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 28.9K citations · Full text
DNA methylation age of human tissues and cell types
Steve Horvath · Genome biology · 2013 · 6.9K citations · Full text