Abstract A10: Glioma cell-free DNA methylation marker for diagnosis and monitoring

Genome-wide DNA-methylation profiling has shown that epigenetic abnormalities are biologically and clinically important signs in glioma and can be used to classify these tumors into distinct prognostic groups. Thus far, DNA methylation profiling of gliomas has required surgically resected tissue. Because gliomas release tumoral material into biofluids, such as blood, we developed a method using a liquid biopsy (LB) for minimally invasive surveillance of the tumor. We performed a genome-wide CpG methylation profile of cell-free DNA extracted from serum of patients with primary glioma (N=48) and during clinical follow-up (N=33). We used a supervised machine learning (ML) approach to identify glioma-specific epigenetic signatures in the LB (eLB) (N=1000, false-discovery rate Citation Format: Thais Sabedot, Tathiane Malta, James Snyder, Kevin Nelson, Michael Wells, Ana deCarvalho, Abir Mukherjee, Dhan Chitale, Maritza Mosella, Karam Asmaro, Adam Robin, Mark Rosenblum, Tom Mikkelsen, Jack Rock, Laila Poisson, Ian Lee, Tobias Walbert, Steven Kalkanis, Ana Valeria Castro, Houtan Noushmehr. Glioma cell-free DNA methylation marker for diagnosis and monitoring [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr A10.