Noninvasive Detection of Neuroendocrine Prostate Cancer through Targeted Cell-free DNA Methylation

被引:17
|
作者
Franceschini, Gian Marco [1 ]
Quaini, Orsetta [1 ]
Mizuno, Kei [2 ]
Orlando, Francesco [1 ]
Ciani, Yari [1 ]
Ku, Sheng-Yu [2 ]
Sigouros, Michael [3 ,4 ]
Rothmann, Emily [2 ]
Alonso, Alicia [3 ,4 ]
Benelli, Matteo [5 ]
Nardella, Caterina [1 ]
Auh, Joonghoon [3 ,4 ]
Freeman, Dory [2 ]
Hanratty, Brian [6 ]
Adil, Mohamed [6 ]
Elemento, Olivier [3 ,4 ]
Tagawa, Scott T. [7 ]
Feng, Felix Y. [8 ]
Caffo, Orazio [9 ]
Buttigliero, Consuelo [10 ]
Basso, Umberto [11 ]
Nelson, Peter S. [6 ]
Corey, Eva [12 ]
Haffner, Michael C. [6 ,12 ]
Attard, Gerhardt [13 ,14 ]
Aparicio, Ana [15 ]
Demichelis, Francesca [1 ]
Beltran, Himisha [2 ,16 ]
机构
[1] Univ Trento, Dept Cellular Computat & Integrat Biol CIBIO, Via Sommarive 9, I-38123 Trento, Italy
[2] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA USA
[3] Weill Cornell Med, Inst Computat Biomed, New York, NY USA
[4] Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York, NY USA
[5] Hosp Prato, Bioinformat Unit, Prato, Italy
[6] Fred Hutchinson Canc Res Ctr, Seattle, WA USA
[7] Weill Cornell Med, Div Med Oncol, Dept Med, New York, NY USA
[8] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA USA
[9] St Chiara Hosp, Dept Med Oncol, Trento, Italy
[10] Univ Turin, San Luigi Gonzaga Hosp, Dept Oncol, Turin, Italy
[11] Ist Oncol Veneto IOV IRCCS, Dept Oncol, Padua, Italy
[12] Univ Washington, Seattle, WA USA
[13] UCL, Canc Inst, London, England
[14] UCL, Univ Coll London Hosp, London, England
[15] Univ Texas MD Anderson Canc Ctr, Dept GU Oncol, Houston, TX USA
[16] Dana Farber Canc Inst, 450 Brookline Ave,DA1420C, Boston, MA 02215 USA
关键词
LINEAGE PLASTICITY; RESISTANCE; PHENOTYPE; TISSUES;
D O I
10.1158/2159-8290.CD-23-0754
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Castration-resistant prostate cancer (CRPC) is a heterogeneous disease associated with phenotypic subtypes that drive therapy response and outcome differences. Histologic transformation to castration-resistant neuroendocrine prostate cancer (CRPC-NE) is associated with distinct epigenetic alterations, including changes in DNA methylation. The current diagnosis of CRPC-NE is challenging and relies on metastatic biopsy. We developed a targeted DNA methylation assay to detect CRPC-NE using plasma cell-free DNA (cfDNA). The assay quantifies tumor content and provides a phenotype evidence score that captures diverse CRPC phenotypes, leveraging regions to inform transcriptional state. We tested the design in independent clinical cohorts (n = 222 plasma samples) and qualified it achieving an AUC > 0.93 for detecting pathology-confirmed CRPC-NE (n = 136). Methylation-defined cfDNA tumor content was associated with clinical outcomes in two prospective phase II clinical trials geared towards aggressive variant CRPC and CRPC-NE. These data support the application of targeted DNA methylation for CRPC-NE detection and patient stratification.
引用
收藏
页码:424 / 445
页数:22
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