Transcriptional profiling identifies an androgen receptor activity-low, stemness program associated with enzalutamide resistance

被引:87
作者
Alumkal, Joshi J. [1 ,20 ]
Sun, Duanchen [1 ,2 ,3 ]
Lu, Eric [1 ,21 ]
Beer, Tomasz M. [1 ]
Thomas, George V. [1 ]
Latour, Emile [4 ]
Aggarwal, Rahul [5 ,6 ]
Cetnar, Jeremy [1 ]
Ryan, Charles J. [7 ]
Tabatabaei, Shaadi [1 ]
Bailey, Shawna [1 ]
Turina, Claire B. [1 ]
Quigley, David A. [5 ,6 ,8 ]
Guan, Xiangnan [1 ,2 ,3 ]
Foye, Adam [5 ,6 ]
Youngren, Jack F. [5 ,6 ]
Urrutia, Joshua [1 ]
Huang, Jiaoti [9 ]
Weinstein, Alana S. [10 ,11 ]
Friedl, Verena [10 ,11 ]
Rettig, Matthew [12 ,13 ]
Reiter, Robert E. [12 ]
Spratt, Daniel E. [14 ]
Gleave, Martin [15 ]
Evans, Christopher P. [16 ]
Stuart, Joshua M. [10 ,11 ]
Chen, Yiyi [6 ]
Feng, Felix Y. [5 ,17 ,18 ]
Small, Eric J. [5 ,6 ]
Witte, Owen N. [19 ]
Xia, Zheng [1 ,2 ,3 ]
机构
[1] Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97239 USA
[2] Oregon Hlth & Sci Univ, Computat Biol Program, Portland, OR 97239 USA
[3] Oregon Hlth & Sci Univ, Mol Microbiol & Immunol Dept, Portland, OR 97239 USA
[4] Oregon Hlth & Sci Univ, Knight Canc Inst, Biostat Shared Resource, Portland, OR 97239 USA
[5] Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94158 USA
[6] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[7] Univ Minnesota, Masonic Canc Ctr, Div Hematol Oncol & Transplantat, Minneapolis, MN 55455 USA
[8] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94158 USA
[9] Duke Univ, Dept Pathol, Durham, NC 27710 USA
[10] Univ Calif Santa Cruz, Genom Inst, Santa Cruz, CA 95064 USA
[11] Univ Calif Santa Cruz, Dept Biomol Engn, Santa Cruz, CA 95064 USA
[12] Univ Calif Los Angeles, Los Angeles, CA 90095 USA
[13] VA Greater Los Angeles Healthcare Syst, Div Hematol Oncol, Los Angeles, CA 90073 USA
[14] Univ Michigan, Dept Radiat Oncol, Rogel Canc Ctr, Ann Arbor, MI 48109 USA
[15] Univ British Columbia, Dept Urol Sci, Vancouver, BC V6T 1Z3, Canada
[16] Univ Calif Davis, Dept Urol Surg, Sacramento, CA 95817 USA
[17] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA 94158 USA
[18] Univ Calif San Francisco, Dept Urol, San Francisco, CA 94158 USA
[19] Univ Calif Los Angeles, David Geffen Sch Med, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA 90095 USA
[20] Univ Michigan, Dept Internal Med, Div Hematol & Oncol, Rogel Canc Ctr, Ann Arbor, MI 48109 USA
[21] Univ Calif Los Angeles, Jonsson Comprehens Canc Ctr, Dept Internal Med, Div Hematol & Oncol, Los Angeles, CA 90095 USA
关键词
enzalutamide; resistance; androgen receptor; stemness; METASTATIC PROSTATE-CANCER; ABIRATERONE ACETATE; LINEAGE PLASTICITY; INCREASED SURVIVAL; CLINICAL-TRIAL; DOUBLE-BLIND; ANTIANDROGEN; IPILIMUMAB; PHENOTYPE; PROMOTES;
D O I
10.1073/pnas.1922207117
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The androgen receptor (AR) antagonist enzalutamide is one of the principal treatments for men with castration-resistant prostate cancer (CRPC). However, not all patients respond, and resistance mechanisms are largely unknown. We hypothesized that genomic and transcriptional features from metastatic CRPC biopsies prior to treatment would be predictive of de novo treatment resistance. To this end, we conducted a phase II trial of enzalutamide treatment (160 mg/d) in 36 men with metastatic CRPC. Thirty-four patients were evaluable for the primary end point of a prostate-specific antigen (PSA)50 response (PSA decline >= 50% at 12 wk vs. baseline). Nine patients were classified as nonresponders (PSA decline <50%), and 25 patients were classified as responders (PSA decline >= 50%). Failure to achieve a PSA50 was associated with shorter progression-free survival, time on treatment, and overall survival, demonstrating PSA50's utility. Targeted DNA-sequencing was performed on 26 of 36 biopsies, and RNA-sequencing was performed on 25 of 36 biopsies that contained sufficient material. Using computational methods, we measured AR transcriptional function and performed gene set enrichment analysis (GSEA) to identify pathways whose activity state correlated with de novo resistance. TP53 gene alterations were more common in nonresponders, although this did not reach statistical significance (P = 0.055). AR gene alterations and AR expression were similar between groups. Importantly, however, transcriptional measurements demonstrated that specific gene sets-including those linked to low AR transcriptional activity and a stemness program-were activated in nonresponders. Our results suggest that patients whose tumors harbor this program should be considered for clinical trials testing rational agents to overcome de novo enzalutamide resistance.
引用
收藏
页码:12315 / 12323
页数:9
相关论文
共 56 条
  • [1] Genomic correlates of clinical outcome in advanced prostate cancer
    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.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (23) : 11428 - 11436
  • [2] Clinical and Genomic Characterization of Treatment-Emergent Small-Cell Neuroendocrine Prostate Cancer: A Multi-institutional Prospective Study
    Aggarwal, Rahul
    Huang, Jiaoti
    Alumkal, Joshi J.
    Zhang, Li
    Feng, Felix Y.
    Thomas, George V.
    Weinstein, Alana S.
    Friedl, Verena
    Zhang, Can
    Witte, Owen N.
    Lloyd, Paul
    Gleave, Martin
    Evans, Christopher P.
    Youngren, Jack
    Beer, Tomasz M.
    Rettig, Matthew
    Wong, Christopher K.
    True, Lawrence
    Foye, Adam
    Playdle, Denise
    Ryan, Charles J.
    Lara, Primo
    Chi, Kim N.
    Uzunangelov, Vlado
    Sokolov, Artem
    Newton, Yulia
    Beltran, Himisha
    Demichelis, Francesca
    Rubin, Mark A.
    Stuart, Joshua M.
    Small, Eric J.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (24) : 2492 - +
  • [3] Functional characterization of somatic mutations in cancer using network-based inference of protein activity
    Alvarez, Mariano J.
    Shen, Yao
    Giorgi, Federico M.
    Lachmann, Alexander
    Ding, B. Belinda
    Ye, B. Hilda
    Califano, Andrea
    [J]. NATURE GENETICS, 2016, 48 (08) : 838 - +
  • [4] Circulating Tumor DNA Genomics Correlate with Resistance to Abiraterone and Enzalutamide in Prostate Cancer
    Annala, Matti
    Vandekerkhove, Gillian
    Khalaf, Daniel
    Taavitsainen, Sinja
    Beja, Kevin
    Warner, Evan W.
    Sunderland, Katherine
    Kollmannsberger, Christian
    Eigl, Bernhard J.
    Finch, Daygen
    Oja, Conrad D.
    Vergidis, Joanna
    Zulfiqar, Muhammad
    Azad, Arun A.
    Nykter, Matti
    Gleave, Martin E.
    Wyatt, Alexander W.
    Chi, Kim N.
    [J]. CANCER DISCOVERY, 2018, 8 (04) : 444 - 457
  • [5] Antonarakis E. S., 2019, J CLIN ONCOL, V38, P395
  • [6] ARCHES: A Randomized, Phase III Study of Androgen Deprivation Therapy With Enzalutamide or Placebo in Men With Metastatic Hormone-Sensitive Prostate Cancer
    Armstrong, Andrew J.
    Szmulewitz, Russell Z.
    Petrylak, Daniel P.
    Holzbeierlein, Jeffrey
    Villers, Arnauld
    Azad, Arun
    Alcaraz, Antonio
    Alekseev, Boris
    Iguchi, Taro
    Shore, Neal D.
    Rosbrook, Brad
    Sugg, Jennifer
    Baron, Benoit
    Chen, Lucy
    Stenzl, Arnulf
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2019, 37 (32) : 2974 - +
  • [7] Phase I clinical trial of a selective inhibitor of CYP17, abiraterone acetate, confirms that castration-resistant prostate cancer commonly remains hormone driven
    Attard, Gerhardt
    Reid, Alison H. M.
    Yap, Timothy A.
    Raynaud, Florence
    Dowsett, Mitch
    Settatree, Sarah
    Barrett, Mary
    Parker, Christopher
    Martins, Vanessa
    Folkerd, Elizabeth
    Clark, Jeremy
    Cooper, Colin S.
    Kaye, Stan B.
    Dearnaley, David
    Lee, Gloria
    de Bono, Johann S.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (28) : 4563 - 4571
  • [8] Expression of Pluripotent Stem Cell Reprogramming Factors by Prostate Tumor Initiating Cells
    Bae, Kyung-Mi
    Su, Zhen
    Frye, Carole
    McClellan, Steve
    Allan, Robert W.
    Andrejewski, Joseph T.
    Kelley, Vicky
    Jorgensen, Marda
    Steindler, Dennis A.
    Vieweg, Johannes
    Siemann, Dietmar W.
    [J]. JOURNAL OF UROLOGY, 2010, 183 (05) : 2045 - 2053
  • [9] A Potent and Selective Small-Molecule Degrader of STAT3 Achieves Complete Tumor Regression In Vivo
    Bai, Longchuan
    Zhou, Haibin
    Xu, Renqi
    Zhao, Yujun
    Chinnaswamy, Krishnapriya
    McEachern, Donna
    Chen, Jianyong
    Yang, Chao-Yie
    Liu, Zhaomin
    Wang, Mi
    Liu, Liu
    Jiang, Hui
    Wen, Bo
    Kumar, Praveen
    Meagher, Jennifer L.
    Sun, Duxin
    Stuckey, Jeanne A.
    Wang, Shaomeng
    [J]. CANCER CELL, 2019, 36 (05) : 498 - +
  • [10] Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1
    Barbie, David A.
    Tamayo, Pablo
    Boehm, Jesse S.
    Kim, So Young
    Moody, Susan E.
    Dunn, Ian F.
    Schinzel, Anna C.
    Sandy, Peter
    Meylan, Etienne
    Scholl, Claudia
    Froehling, Stefan
    Chan, Edmond M.
    Sos, Martin L.
    Michel, Kathrin
    Mermel, Craig
    Silver, Serena J.
    Weir, Barbara A.
    Reiling, Jan H.
    Sheng, Qing
    Gupta, Piyush B.
    Wadlow, Raymond C.
    Le, Hanh
    Hoersch, Sebastian
    Wittner, Ben S.
    Ramaswamy, Sridhar
    Livingston, David M.
    Sabatini, David M.
    Meyerson, Matthew
    Thomas, Roman K.
    Lander, Eric S.
    Mesirov, Jill P.
    Root, David E.
    Gilliland, D. Gary
    Jacks, Tyler
    Hahn, William C.
    [J]. NATURE, 2009, 462 (7269) : 108 - U122