A versatile method for circulating cell-free DNA methylome profiling by reduced representation bisulfite sequencing
De Koker, A.; Van Paemel, R.; De Wilde, B.; De Preter, K.; Callewaert, N.
Show 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 SummaryNovel 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.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Enhanced cell deconvolution of peripheral blood using DNA methylation for high-resolution immune profiling 95%
- Partner-independent fusion gene detection by multiplexed CRISPR/Cas9 enrichment and long-read Nanopore sequencing 94%
- FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA 94%
Similar papers in this journal
- Methylation content sensitive enzyme ddRAD (MCSeEd): a reference-free, whole genome profiling system to address cytosine/ adenine methylation changes 95%
- Molecular counting enables accurate and precise quantification of methylated ctDNA for tumor-naive cancer therapy response monitoring 94%
- Fast and accurate diagnostics from highly multiplexed sequencing assays 93%
Similar papers in this journal
- Direct RNA sequencing (RNA004) allows for improved transcriptome assessment and near real-time tracking of methylation for medical applications 95%
- Genome-wide extraction of differentially methylated DNA regions using adapter-anchored proximity primers 94%
- Chemoenzymatic labeling of DNA methylation patterns for single-molecule epigenetic mapping 94%
Similar papers in this journal
- Performance comparison and in-silico harmonisation of commercial platforms for DNA methylome analysis by targeted bisulfite sequencing 96%
- Nanopore adaptive sequencing for mixed samples, whole exome capture and targeted panels. 93%
- Lightning Fast and Highly Sensitive Full-Length Single-cell sequencing using FLASH-Seq 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.