Literature DB >> 34907080

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

Jacob E Berchuck1,2, Sylvan C Baca1,2, Heather M McClure1,2, Keegan Korthauer3,4, Harrison K Tsai5, Pier Vitale Nuzzo1,2, Kaitlin M Kelleher1, Monica He1, John A Steinharter1, Soumya Zacharia1,2, Sandor Spisak1,2, Ji-Heui Seo1,2, Vincenza Conteduca6, Olivier Elemento7, Joonghoon Auh7, Michael Sigouros7, Eva Corey8, Michelle S Hirsch5, Mary-Ellen Taplin1, Toni K Choueiri1, Mark M Pomerantz1,2, Himisha Beltran1, Matthew L Freedman1,2.   

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. ©2021 American Association for Cancer Research.

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Year:  2022        PMID: 34907080      PMCID: PMC8898270          DOI: 10.1158/1078-0432.CCR-21-3762

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   13.801


  36 in total

1.  Identification of a CpG island methylator phenotype that defines a distinct subgroup of glioma.

Authors:  Houtan Noushmehr; Daniel J Weisenberger; Kristin Diefes; Heidi S Phillips; Kanan Pujara; Benjamin P Berman; Fei Pan; Christopher E Pelloski; Erik P Sulman; Krishna P Bhat; Roel G W Verhaak; Katherine A Hoadley; D Neil Hayes; Charles M Perou; Heather K Schmidt; Li Ding; Richard K Wilson; David Van Den Berg; Hui Shen; Henrik Bengtsson; Pierre Neuvial; Leslie M Cope; Jonathan Buckley; James G Herman; Stephen B Baylin; Peter W Laird; Kenneth Aldape
Journal:  Cancer Cell       Date:  2010-04-15       Impact factor: 31.743

2.  Pan-Cancer Landscape of Aberrant DNA Methylation across Human Tumors.

Authors:  Sadegh Saghafinia; Marco Mina; Nicolo Riggi; Douglas Hanahan; Giovanni Ciriello
Journal:  Cell Rep       Date:  2018-10-23       Impact factor: 9.423

3.  The Sequence Alignment/Map format and SAMtools.

Authors:  Heng Li; Bob Handsaker; Alec Wysoker; Tim Fennell; Jue Ruan; Nils Homer; Gabor Marth; Goncalo Abecasis; Richard Durbin
Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

4.  Proposed morphologic classification of prostate cancer with neuroendocrine differentiation.

Authors:  Jonathan I Epstein; Mahul B Amin; Himisha Beltran; Tamara L Lotan; Juan-Miguel Mosquera; Victor E Reuter; Brian D Robinson; Patricia Troncoso; Mark A Rubin
Journal:  Am J Surg Pathol       Date:  2014-06       Impact factor: 6.394

5.  Preparation of cfMeDIP-seq libraries for methylome profiling of plasma cell-free DNA.

Authors:  Shu Yi Shen; Justin M Burgener; Scott V Bratman; Daniel D De Carvalho
Journal:  Nat Protoc       Date:  2019-08-30       Impact factor: 13.491

6.  Plasma cell-free DNA variant analysis compared with methylated DNA analysis in renal cell carcinoma.

Authors:  Kathryn Lasseter; Amin H Nassar; Lana Hamieh; Jacob E Berchuck; Pier Vitale Nuzzo; Matthew Freedman; Toni K Choueiri; David J Kwiatkowski; Keegan Korthauer; Atul B Shinagare; Barbara Ogorek; Rana McKay; Aaron R Thorner; Gwo-Shu Mary Lee; David A Braun; Rupal S Bhatt
Journal:  Genet Med       Date:  2020-04-28       Impact factor: 8.822

7.  Minimal Residual Disease Detection using a Plasma-only Circulating Tumor DNA Assay in Patients with Colorectal Cancer.

Authors:  Aparna R Parikh; Emily E Van Seventer; Giulia Siravegna; Anna V Hartwig; Ariel Jaimovich; Yupeng He; Katie Kanter; Madeleine G Fish; Kathryn D Fosbenner; Benchun Miao; Susannah Phillips; John H Carmichael; Nihaarika Sharma; Joy Jarnagin; Islam Baiev; Yojan S Shah; Isobel J Fetter; Heather A Shahzade; Jill N Allen; Lawrence S Blaszkowsky; Jeffrey W Clark; Jon S Dubois; Joseph W Franses; Bruce J Giantonio; Lipika Goyal; Samuel J Klempner; Ryan D Nipp; Eric J Roeland; David P Ryan; Colin D Weekes; Jennifer Y Wo; Theodore S Hong; Liliana Bordeianou; Cristina R Ferrone; Motaz Qadan; Hiroko Kunitake; David Berger; Rocco Ricciardi; James C Cusack; Victoria M Raymond; AmirAli Talasaz; Genevieve M Boland; Ryan B Corcoran
Journal:  Clin Cancer Res       Date:  2021-04-29       Impact factor: 12.531

8.  Genomic correlates of clinical outcome in advanced prostate cancer.

Authors:  Wassim Abida; Joanna Cyrta; Glenn Heller; Davide Prandi; Joshua Armenia; Ilsa Coleman; Marcin Cieslik; Matteo Benelli; Dan Robinson; Eliezer M Van Allen; Andrea Sboner; Tarcisio Fedrizzi; Juan Miguel Mosquera; Brian D Robinson; Navonil De Sarkar; Lakshmi P Kunju; Scott Tomlins; Yi Mi Wu; Daniel Nava Rodrigues; Massimo Loda; Anuradha Gopalan; Victor E Reuter; Colin C Pritchard; Joaquin Mateo; Diletta Bianchini; Susana Miranda; Suzanne Carreira; Pasquale Rescigno; Julie Filipenko; Jacob Vinson; Robert B Montgomery; Himisha Beltran; Elisabeth I Heath; Howard I Scher; Philip W Kantoff; Mary-Ellen Taplin; Nikolaus Schultz; Johann S deBono; Francesca Demichelis; Peter S Nelson; Mark A Rubin; Arul M Chinnaiyan; Charles L Sawyers
Journal:  Proc Natl Acad Sci U S A       Date:  2019-05-06       Impact factor: 11.205

9.  Single-cell analysis supports a luminal-neuroendocrine transdifferentiation in human prostate cancer.

Authors:  Baijun Dong; Juju Miao; Yanqing Wang; Wenqin Luo; Zhongzhong Ji; Huadong Lai; Man Zhang; Xiaomu Cheng; Jinming Wang; Yuxiang Fang; Helen He Zhu; Chee Wai Chua; Liancheng Fan; Yinjie Zhu; Jiahua Pan; Jia Wang; Wei Xue; Wei-Qiang Gao
Journal:  Commun Biol       Date:  2020-12-16

10.  Genome-wide plasma DNA methylation features of metastatic prostate cancer.

Authors:  Anjui Wu; Paolo Cremaschi; Daniel Wetterskog; Vincenza Conteduca; Gian Marco Franceschini; Dimitrios Kleftogiannis; Anuradha Jayaram; Shahneen Sandhu; Stephen Q Wong; Matteo Benelli; Samanta Salvi; Giorgia Gurioli; Andrew Feber; Mariana Buongermino Pereira; Anna Maria Wingate; Enrique Gonzalez-Billalebeitia; Ugo De Giorgi; Francesca Demichelis; Stefano Lise; Gerhardt Attard
Journal:  J Clin Invest       Date:  2020-04-01       Impact factor: 14.808

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  3 in total

1.  A non-invasive approach for NEPC diagnosis.

Authors:  Maria Chiara Masone
Journal:  Nat Rev Urol       Date:  2022-02       Impact factor: 14.432

Review 2.  Clinical Applications of Liquid Biopsy in Prostate Cancer: From Screening to Predictive Biomarker.

Authors:  Filip Ionescu; Jingsong Zhang; Liang Wang
Journal:  Cancers (Basel)       Date:  2022-03-29       Impact factor: 6.575

Review 3.  The Role of Epigenetic Change in Therapy-Induced Neuroendocrine Prostate Cancer Lineage Plasticity.

Authors:  William K Storck; Allison M May; Thomas C Westbrook; Zhi Duan; Colm Morrissey; Joel A Yates; Joshi J Alumkal
Journal:  Front Endocrinol (Lausanne)       Date:  2022-07-14       Impact factor: 6.055

  3 in total

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