Blood-based gene expression signature associated with metastatic castrate-resistant prostate cancer patient response to abiraterone plus prednisone or enzalutamide

被引:2
作者
Haas, Naomi B. [1 ]
LaRiviere, Michael J. [2 ]
Buckingham, Thomas H. [1 ]
Cherkas, Yauheniya [3 ]
Calara-Nielsen, Karl [3 ]
Foulk, Brad [3 ]
Patel, Jaymala [3 ]
Gross, Steven [3 ]
Smirnov, Denis [3 ]
Vaughn, David J. [1 ]
Amaravadi, Ravi [1 ]
Wellen, Kathryn E. [4 ]
Savitch, Samantha L. [1 ]
Majmundar, Krishna J. [1 ]
Black, Taylor A. [1 ]
Yee, Stephanie S. [1 ]
He, Miaoling [5 ]
Min, Eun Jeong [6 ]
Long, Qi [6 ]
Jones, Jeremy O. [5 ]
Pal, Sumanta K. [5 ]
Carpenter, Erica L. [1 ]
机构
[1] Univ Penn, Perelman Sch Med, Div Hematol Oncol, Philadelphia, PA 19104 USA
[2] Univ Penn, Perelman Sch Med, Dept Radiat Oncol, Philadelphia, PA 19104 USA
[3] Janssen, Pharmaceut Companies Johnson & Johnson, Spring House, PA USA
[4] Univ Penn, Perelman Sch Med, Dept Canc Biol, Philadelphia, PA 19104 USA
[5] City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA USA
[6] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USA
关键词
SURVIVAL; CELLS;
D O I
10.1038/s41391-020-00295-z
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Precision medicine approaches for managing patients with metastatic castrate-resistant prostate cancer (mCRPC) are lacking. Non-invasive approaches for molecular monitoring of disease are urgently needed, especially for patients suffering from bone metastases for whom tissue biopsy is challenging. Here we utilized baseline blood samples to identify mCRPC patients most likely to benefit from abiraterone plus prednisone (AAP) or enzalutamide. Methods Baseline blood samples were collected for circulating tumor cell (CTC) enumeration and qPCR-based gene expression analysis from 51 men with mCRPC beginning treatment with abiraterone or enzalutamide. Results Of 51 patients (median age 68 years [51-82]), 22 received AAP (abiraterone 1000 mg/day plus prednisone 10 mg/day) and 29 received enzalutamide (160 mg/day). The cohort was randomly divided into training (n = 37) and test (n = 14) sets. Baseline clinical variables (Gleason score, PSA, testosterone, and hemoglobin), CTC count, and qPCR-based gene expression data for 141 genes/isoforms in CTC-enriched blood were analyzed with respect to overall survival (OS). Genes with expression most associated with OS includedMSLN,ARG2,FGF8,KLK3,ESRP2,NPR3,CCND1, andWNT5A. Using a Cox-elastic net model for our test set, the 8-gene expression signature had a c-index of 0.87 (95% CI [0.80, 0.94]) and was more strongly associated with OS than clinical variables or CTC count alone, or a combination of the three variables. For patients with a low-risk vs. high-risk gene expression signature, median OS was not reached vs. 18 months, respectively (HR 5.32 [1.91-14.80],p = 0.001). For the subset of 41 patients for whom progression-free survival (PFS) data was available, the median PFS for patients with a low-risk vs high-risk gene expression signature was 20 vs. 5 months, respectively (HR 2.95 [1.46-5.98],p = 0.003). Conclusions If validated in a larger prospective study, this test may predict patients most likely to benefit from second-generation antiandrogen therapy.
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收藏
页码:448 / 456
页数:9
相关论文
共 38 条
[1]   Genomic correlates of clinical outcome in advanced prostate cancer [J].
Abida, Wassim ;
Cyrta, Joanna ;
Heller, Glenn ;
Prandi, Davide ;
Armenia, Joshua ;
Coleman, Ilsa ;
Cieslik, Marcin ;
Benelli, Matteo ;
Robinson, Dan ;
Van Allen, Eliezer M. ;
Sboner, Andrea ;
Fedrizzi, Tarcisio ;
Mosquera, Juan Miguel ;
Robinson, Brian D. ;
De Sarkar, Navonil ;
Kunju, Lakshmi P. ;
Tomlins, Scott ;
Wu, Yi Mi ;
Rodrigues, Daniel Nava ;
Loda, Massimo ;
Gopalan, Anuradha ;
Reuter, Victor E. ;
Pritchard, Colin C. ;
Mateo, Joaquin ;
Bianchini, Diletta ;
Miranda, Susana ;
Carreira, Suzanne ;
Rescigno, Pasquale ;
Filipenko, Julie ;
Vinson, Jacob ;
Montgomery, Robert B. ;
Beltran, Himisha ;
Heath, Elisabeth I. ;
Scher, Howard I. ;
Kantoff, Philip W. ;
Taplin, Mary-Ellen ;
Schultz, Nikolaus ;
deBono, Johann S. ;
Demichelis, Francesca ;
Nelson, Peter S. ;
Rubin, Mark A. ;
Chinnaiyan, Arul M. ;
Sawyers, Charles L. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (23) :11428-11436
[2]  
American Cancer Society, 2020, CANC FACTS FIGURES 2
[3]  
[Anonymous], ESRP2 PATHOLOGY
[4]  
[Anonymous], MSLN PATHOLOGY
[5]  
[Anonymous], NPR3 PATHOLOGY
[6]  
[Anonymous], MSLN BLOOD
[7]  
[Anonymous], ARG2 TISSUE
[8]  
[Anonymous], ARG2 PATHOLOGY
[9]   AR-V7 and Resistance to Enzalutamide and Abiraterone in Prostate Cancer [J].
Antonarakis, Emmanuel S. ;
Lu, Changxue ;
Wang, Hao ;
Luber, Brandon ;
Nakazawa, Mary ;
Roeser, Jeffrey C. ;
Chen, Yan ;
Mohammad, Tabrez A. ;
Chen, Yidong ;
Fedor, Helen L. ;
Lotan, Tamara L. ;
Zheng, Qizhi ;
De Marzo, Angelo M. ;
Isaacs, John T. ;
Isaacs, William B. ;
Nadal, Rosa ;
Paller, Channing J. ;
Denmeade, Samuel R. ;
Carducci, Michael A. ;
Eisenberger, Mario A. ;
Luo, Jun .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (11) :1028-1038
[10]   Molecular features of the transition from prostatic intraepithelial neoplasia (PIN) to prostate cancer: Genome-wide gene-expression profiles of prostate cancers and PINs [J].
Ashida, S ;
Nakagawa, H ;
Katagiri, T ;
Furihata, M ;
Iiizumi, M ;
Anazawa, Y ;
Tsunoda, T ;
Takata, R ;
Kasahara, K ;
Miki, T ;
Fujioka, T ;
Shuin, T ;
Nakamura, Y .
CANCER RESEARCH, 2004, 64 (17) :5963-5972