Detecting neuroendocrine prostate cancer through tissue-informed cell-free DNA methylation analysis

DNA甲基化 前列腺癌 甲基化 表观遗传学 癌症研究 液体活检 生物 癌症 肿瘤科 医学 前列腺 内科学 CpG站点 亚硫酸氢盐测序 胎儿游离DNA 差异甲基化区
作者
Jacob E. Berchuck,Sylvan C Baca,Heather M McClure,Keegan Korthauer,Harrison K Tsai,Pier Vitale Nuzzo,Kaitlin M Kelleher,Monica He,John A Steinharter,Soumya Zacharia,Sándor Spisák,Ji-Heui Seo,Vincenza Conteduca,Olivier Elemento,Joonghoon Auh,Michael Sigouros,Eva Corey,Michelle S. Hirsch,Mary-Ellen Taplin,Toni K Choueiri,Mark M Pomerantz,Himisha Beltran,Matthew L Freedman
出处
期刊:Clinical Cancer Research [American Association for Cancer Research]
卷期号:28 (5): 928-938 被引量:3
标识
DOI:10.1158/1078-0432.ccr-21-3762
摘要

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.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.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.Tissue-informed cfDNA methylation analysis is a promising approach for noninvasive detection of NEPC in men with advanced prostate cancer.
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