Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients.
Elsie CherubaRamya ViswanathanPui-Mun WongHoward John WomersleyShuting HanBrenda TayYiting LauAnna GanPolly S Y PoonAnders Jacobsen SkanderupSarah B NgAik Yong ChokDawn Qingqing ChongIain Beehuat TanLih Feng CheowPublished in: Science advances (2022)
Genome-wide analysis of cell-free DNA methylation profile is a promising approach for sensitive and specific detection of many cancers. However, scaling such assays for clinical translation is impractical because of the high cost of whole-genome bisulfite sequencing. We show that the small fraction of GC-rich genome is highly enriched in CpG sites and disproportionately harbors most of the cancer-specific methylation signature. Here, we report on the simple and effective heat enrichment of CpG-rich regions for bisulfite sequencing (Heatrich-BS) platform that allows for focused methylation profiling in these highly informative regions. Our novel method and bioinformatics algorithm enable accurate tumor burden estimation and quantitative tracking of colorectal cancer patient's response to treatment at much reduced sequencing cost suitable for frequent monitoring. We also show tumor epigenetic subtyping using Heatrich-BS, which could enable patient stratification. Heatrich-BS holds great potential for highly scalable screening and monitoring of cancer using liquid biopsy.
Keyphrases
- dna methylation
- genome wide
- single cell
- cell free
- gene expression
- papillary thyroid
- high throughput
- copy number
- case report
- squamous cell
- high resolution
- heat stress
- machine learning
- combination therapy
- mass spectrometry
- circulating tumor
- climate change
- ultrasound guided
- squamous cell carcinoma
- risk factors
- simultaneous determination