Title | Detecting Neuroendocrine Prostate Cancer Through Tissue-Informed Cell-Free DNA Methylation Analysis. |
Publication Type | Journal Article |
Year of Publication | 2022 |
Authors | Berchuck JE, Baca SC, McClure HM, Korthauer K, Tsai HK, Nuzzo PVitale, Kelleher KM, He M, Steinharter JA, Zacharia S, Spisak S, Seo J-H, Conteduca V, Elemento O, Auh J, Sigouros M, Corey E, Hirsch MS, Taplin M-E, Choueiri TK, Pomerantz MM, Beltran H, Freedman ML |
Journal | Clin Cancer Res |
Volume | 28 |
Issue | 5 |
Pagination | 928-938 |
Date Published | 2022 Mar 01 |
ISSN | 1557-3265 |
Keywords | Carcinoma, Neuroendocrine, Cell-Free Nucleic Acids, DNA Methylation, Humans, Male, Neuroendocrine Tumors, Prostate, Prostatic Neoplasms |
Abstract | PURPOSE: Neuroendocrine prostate cancer (NEPC) is a resistance phenotype that emerges in men with metastatic castration-resistant prostate adenocarcinoma (CR-PRAD) and has important clinical implications, but is challenging to detect in practice. Herein, we report a novel tissue-informed epigenetic approach to noninvasively detect NEPC. EXPERIMENTAL DESIGN: We first performed methylated immunoprecipitation and high-throughput sequencing (MeDIP-seq) on a training set of tumors, identified differentially methylated regions between NEPC and CR-PRAD, and built a model to predict the presence of NEPC (termed NEPC Risk Score). We then performed MeDIP-seq on cell-free DNA (cfDNA) from two independent cohorts of men with NEPC or CR-PRAD and assessed the accuracy of the model to predict the presence NEPC. RESULTS: The test cohort comprised cfDNA samples from 48 men, 9 with NEPC and 39 with CR-PRAD. NEPC Risk Scores were significantly higher in men with NEPC than CR-PRAD (P = 4.3 × 10-7) and discriminated between NEPC and CR-PRAD with high accuracy (AUROC 0.96). The optimal NEPC Risk Score cutoff demonstrated 100% sensitivity and 90% specificity for detecting NEPC. The independent, multi-institutional validation cohort included cfDNA from 53 men, including 12 with NEPC and 41 with CR-PRAD. NEPC Risk Scores were significantly higher in men with NEPC than CR-PRAD (P = 7.5×10-12) and perfectly discriminated NEPC from CR-PRAD (AUROC 1.0). Applying the predefined NEPC Risk Score cutoff to the validation cohort resulted in 100% sensitivity and 95% specificity for detecting NEPC. CONCLUSIONS: Tissue-informed cfDNA methylation analysis is a promising approach for noninvasive detection of NEPC in men with advanced prostate cancer. |
DOI | 10.1158/1078-0432.CCR-21-3762 |
Alternate Journal | Clin Cancer Res |
PubMed ID | 34907080 |
PubMed Central ID | PMC8898270 |
Grant List | P50 CA097186 / CA / NCI NIH HHS / United States T32 CA009172 / CA / NCI NIH HHS / United States R37 CA241486 / CA / NCI NIH HHS / United States P01 CA163227 / CA / NCI NIH HHS / United States |
Related Faculty:
Pier Nuzzo, Ph.D.