Multiplexed, single-molecule, epigenetic analysis of plasma-isolated nucleosomes for cancer diagnostics.
Vadim FedyukNir ErezNoa FurthOlga BereshEkaterina AndreishchevaAbhijeet ShindeDaniel JonesBarak Bar ZakaiYael MavorTamar PeretzAyala HubertJonathan Eliezer CohenAzzam SalahMark TemperAlbert GrinshpunMyriam MaozAviad ZickGuy RonEfrat ShemaPublished in: Nature biotechnology (2022)
The analysis of cell-free DNA (cfDNA) in plasma provides information on pathological processes in the body. Blood cfDNA is in the form of nucleosomes, which maintain their tissue- and cancer-specific epigenetic state. We developed a single-molecule multiparametric assay to comprehensively profile the epigenetics of plasma-isolated nucleosomes (EPINUC), DNA methylation and cancer-specific protein biomarkers. Our system allows for high-resolution detection of six active and repressive histone modifications and their ratios and combinatorial patterns on millions of individual nucleosomes by single-molecule imaging. In addition, our system provides sensitive and quantitative data on plasma proteins, including detection of non-secreted tumor-specific proteins, such as mutant p53. EPINUC analysis of a cohort of 63 colorectal cancer, 10 pancreatic cancer and 33 healthy plasma samples detected cancer with high accuracy and sensitivity, even at early stages. Finally, combining EPINUC with direct single-molecule DNA sequencing revealed the tissue of origin of colorectal, pancreatic, lung and breast tumors. EPINUC provides multilayered information of potential clinical relevance from limited (<1 ml) liquid biopsy material.
Keyphrases
- single molecule
- dna methylation
- papillary thyroid
- high resolution
- atomic force microscopy
- living cells
- squamous cell
- gene expression
- single cell
- lymph node metastasis
- genome wide
- healthcare
- squamous cell carcinoma
- mass spectrometry
- childhood cancer
- machine learning
- small molecule
- risk assessment
- electronic health record
- loop mediated isothermal amplification
- data analysis
- climate change
- binding protein
- fine needle aspiration
- artificial intelligence