4.7 Article

Detecting Neuroendocrine Prostate Cancer Through Tissue-Informed Cell-Free DNA Methylation Analysis

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CLINICAL CANCER RESEARCH
卷 28, 期 5, 页码 928-938

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AMER ASSOC CANCER RESEARCH
DOI: 10.1158/1078-0432.CCR-21-3762

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资金

  1. Department of Defense [W81XWH-14-2-0183]
  2. PhRMA Foundation
  3. Kure It Cancer Research Foundation
  4. Natural Sciences and Engineering Research Council of Canada
  5. Pacific Northwest Prostate Cancer SPORE [P50CA97186]
  6. Department of Defense Prostate Cancer Biorepository Network [W81XWH-14-2-0183]
  7. National Cancer Institute [P01 CA163227, 5R37CA241486]
  8. Prostate Cancer Foundation
  9. Institute for Prostate Cancer Research
  10. Richard M. Lucas Foundation
  11. DFCI Medical Oncology grant award
  12. Claudia Adams Barr Program for Innovative Cancer Research
  13. H.L. Snyder Medical Research Foundation
  14. Cutler Family Fund for Prevention and Early Detection

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This study reports a novel tissue-informed epigenetic approach for noninvasive detection of neuroendocrine prostate cancer (NEPC) in men with advanced prostate cancer. The results demonstrate that the method can accurately discriminate between NEPC and CR-PRAD with high sensitivity and specificity.
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 x 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 x 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.

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