Detection of Circulating Tumor-specific DNA Methylation Markers in the Blood of Patients with Pituitary Tumors.
Wells, M.; Asmaro, K. P.; Sabedot, T. S.; Malta, T. M.; Mosella, M. S.; Nelson, K.; Snyder, J.; deCarvalho, A.; Mukherjee, A.; Chitale, D.; Robin, A.; Rosemblum, M.; Mikkelsen, T.; Poisson, L. M.; Lee, I. Y.; Walbert, T.; Bahn, A.; Kalkanis, S.; Rock, J.; Noushmehr, H.; Castro, A. V.
Show abstract
Genome-wide DNA methylation aberrations are pervasive and associated with clinicopathological features across pituitary tumors (PT) subtypes. The feasibility to detect CpG methylation abnormalities in circulating cell-free DNA (cfDNA) has been reported in central nervous system tumors other than PT. Here, we aimed to profile and identify methylome-based signatures in the serum of patients harboring PT (n =13). Our analysis indicated that serum cfDNA methylome from patients with PT are distinct from the counterparts in patients with other tumors (gliomas, meningiomas, colorectal carcinomas, n =134) and nontumor conditions (n = 4). Furthermore, the serum methylome patterns across PT was associated with functional status and adenohypophyseal cell lineage PT subtypes, recapitulating epigenetic features reported in PT-tissue. A machine learning algorithm using serum PT-specific signatures generated a score that distinguished PT from non-PT conditions with 100% accuracy in our validation set. These preliminary results underpin the potential clinical application of a liquid biopsy-based DNA methylation profiling as a noninvasive approach to identify clinically relevant epigenetic markers that can be used in the management of PT.
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