medRxivGenetic & Genomic MedicinePreprint
Plasma cell-free DNA methylome as early detection and prognostic marker for pancreatic cancer
Sanjeev BudhathokiiD, Yonathan BrhaneiD, Gordon FehringeriD, Shu Yi SheniD, Dianne E. Chadwick, Philip C. ZuzarteiD, Ayelet BorgidaiD, Daniel Diniz De CarvalhoiD, Steve GallingeriD, Rayjean J. HungiD
Abstract
Pancreatic cancer is highly fatal, with limited early detection options. Here, we conducted a study to evaluate the potential use of circulating cell-free DNA methylation for pancreatic cancer early detection and prognosis. Using a highly sensitive enrichment-based sequencing technology, we profiled genome-wide circulating cell-free methylome of 199 pancreatic cancer patients and 205 healthy individuals. We identified a panel of differentially methylated regions in cell-free DNA that distinguished pancreatic cancer cases from controls with high accuracy (test set AUC=0.93, 95%CI=0.88-0.98), notably robust accuracy for early-stage pancreatic cancer (AUC=0.92, 95%CI=0.86-0.98). We also identified a panel of cfDNA methylated regions that effectively stratified patients into longer or shorter survival groups, which was independently validated in The Cancer Genome Atlas cohort (HR=1.37, 95%CI=1.00-1.88, p=0.049). These results provide support for the potential utility of cell-free DNA methylation markers for both early detection and prognosis in pancreatic cancer, presenting a promising tool for enhancing patient management.
- organism: human
- assay: DNA methylation
- research focus: differential expression
- approach: statistical model
- Citations
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