1
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Lundberg A, Zhang M, Aggarwal R, Li H, Zhang L, Foye A, Sjöström M, Chou J, Chang K, Moreno-Rodriguez T, Shrestha R, Baskin A, Zhu X, Weinstein AS, Younger N, Alumkal JJ, Beer TM, Chi KN, Evans CP, Gleave M, Lara PN, Reiter RE, Rettig MB, Witte ON, Wyatt AW, Feng FY, Small EJ, Quigley DA. The Genomic and Epigenomic Landscape of Double-Negative Metastatic Prostate Cancer. Cancer Res 2023; 83:2763-2774. [PMID: 37289025 PMCID: PMC10425725 DOI: 10.1158/0008-5472.can-23-0593] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/20/2023] [Accepted: 06/02/2023] [Indexed: 06/09/2023]
Abstract
Systemic targeted therapy in prostate cancer is primarily focused on ablating androgen signaling. Androgen deprivation therapy and second-generation androgen receptor (AR)-targeted therapy selectively favor the development of treatment-resistant subtypes of metastatic castration-resistant prostate cancer (mCRPC), defined by AR and neuroendocrine (NE) markers. Molecular drivers of double-negative (AR-/NE-) mCRPC are poorly defined. In this study, we comprehensively characterized treatment-emergent mCRPC by integrating matched RNA sequencing, whole-genome sequencing, and whole-genome bisulfite sequencing from 210 tumors. AR-/NE- tumors were clinically and molecularly distinct from other mCRPC subtypes, with the shortest survival, amplification of the chromatin remodeler CHD7, and PTEN loss. Methylation changes in CHD7 candidate enhancers were linked to elevated CHD7 expression in AR-/NE+ tumors. Genome-wide methylation analysis nominated Krüppel-like factor 5 (KLF5) as a driver of the AR-/NE- phenotype, and KLF5 activity was linked to RB1 loss. These observations reveal the aggressiveness of AR-/NE- mCRPC and could facilitate the identification of therapeutic targets in this highly aggressive disease. SIGNIFICANCE Comprehensive characterization of the five subtypes of metastatic castration-resistant prostate cancer identified transcription factors that drive each subtype and showed that the double-negative subtype has the worst prognosis.
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Affiliation(s)
- Arian Lundberg
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Meng Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Haolong Li
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Li Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Martin Sjöström
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Jonathan Chou
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Kevin Chang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Thaidy Moreno-Rodriguez
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Urology, University of California San Francisco, San Francisco, California
| | - Raunak Shrestha
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Avi Baskin
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Xiaolin Zhu
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Alana S. Weinstein
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Noah Younger
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Joshi J. Alumkal
- Division of Hematology and Oncology, University of Michigan Rogel Cancer Center, Ann Arbor, Michigan
| | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon
| | - Kim N. Chi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Christopher P. Evans
- Comprehensive Cancer Center, University of California Davis, Sacramento, California
- Department of Urologic Surgery, University of California Davis, Sacramento, California
| | - Martin Gleave
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Primo N. Lara
- Comprehensive Cancer Center, University of California Davis, Sacramento, California
- Division of Hematology Oncology, Department of Internal Medicine, University of California Davis, Sacramento, California
| | - Rob E. Reiter
- Departments of Medicine, Hematology/Oncology and Urology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California
| | - Matthew B. Rettig
- Departments of Medicine, Hematology/Oncology and Urology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Owen N. Witte
- Department of Microbiology, Immunology, and Molecular Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Alexander W. Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
| | - Felix Y. Feng
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
- Department of Urology, University of California San Francisco, San Francisco, California
| | - Eric J. Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - David A. Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Urology, University of California San Francisco, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California
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2
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Sjöström M, Zhao SG, Levy S, Zhang M, Ning Y, Shrestha R, Lundberg A, Herberts C, Foye A, Aggarwal R, Hua JT, Li H, Bergamaschi A, Maurice-Dror C, Maheshwari A, Chen S, Ng SWS, Ye W, Petricca J, Fraser M, Chesner L, Perry MD, Moreno-Rodriguez T, Chen WS, Alumkal JJ, Chou J, Morgans AK, Beer TM, Thomas GV, Gleave M, Lloyd P, Phillips T, McCarthy E, Haffner MC, Zoubeidi A, Annala M, Reiter RE, Rettig MB, Witte ON, Fong L, Bose R, Huang FW, Luo J, Bjartell A, Lang JM, Mahajan NP, Lara PN, Evans CP, Tran PT, Posadas EM, He C, Cui XL, Huang J, Zwart W, Gilbert LA, Maher CA, Boutros PC, Chi KN, Ashworth A, Small EJ, He HH, Wyatt AW, Quigley DA, Feng FY. The 5-Hydroxymethylcytosine Landscape of Prostate Cancer. Cancer Res 2022; 82:3888-3902. [PMID: 36251389 PMCID: PMC9627125 DOI: 10.1158/0008-5472.can-22-1123] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 06/13/2022] [Accepted: 07/29/2022] [Indexed: 02/03/2023]
Abstract
Analysis of DNA methylation is a valuable tool to understand disease progression and is increasingly being used to create diagnostic and prognostic clinical biomarkers. While conversion of cytosine to 5-methylcytosine (5mC) commonly results in transcriptional repression, further conversion to 5-hydroxymethylcytosine (5hmC) is associated with transcriptional activation. Here we perform the first study integrating whole-genome 5hmC with DNA, 5mC, and transcriptome sequencing in clinical samples of benign, localized, and advanced prostate cancer. 5hmC is shown to mark activation of cancer drivers and downstream targets. Furthermore, 5hmC sequencing revealed profoundly altered cell states throughout the disease course, characterized by increased proliferation, oncogenic signaling, dedifferentiation, and lineage plasticity to neuroendocrine and gastrointestinal lineages. Finally, 5hmC sequencing of cell-free DNA from patients with metastatic disease proved useful as a prognostic biomarker able to identify an aggressive subtype of prostate cancer using the genes TOP2A and EZH2, previously only detectable by transcriptomic analysis of solid tumor biopsies. Overall, these findings reveal that 5hmC marks epigenomic activation in prostate cancer and identify hallmarks of prostate cancer progression with potential as biomarkers of aggressive disease. SIGNIFICANCE In prostate cancer, 5-hydroxymethylcytosine delineates oncogene activation and stage-specific cell states and can be analyzed in liquid biopsies to detect cancer phenotypes. See related article by Wu and Attard, p. 3880.
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Affiliation(s)
- Martin Sjöström
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
- Division of Oncology, Department of Clinical Sciences Lund, Faculty of Medicine, Lund University, Lund, Sweden
| | - Shuang G Zhao
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
- William S. Middleton Memorial Veterans' Hospital, Madison, WI
| | | | - Meng Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | | | - Raunak Shrestha
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Arian Lundberg
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Cameron Herberts
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Junjie T Hua
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Haolong Li
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | | | - Corinne Maurice-Dror
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
- BC Cancer, Vancouver, BC, Canada
| | - Ashutosh Maheshwari
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Sujun Chen
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sarah W S Ng
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Wenbin Ye
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Automation, Xiamen University, Xiamen, Fujian, China
| | - Jessica Petricca
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Michael Fraser
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Lisa Chesner
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Marc D Perry
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Thaidy Moreno-Rodriguez
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - William S Chen
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
| | - Joshi J Alumkal
- Division of Hematology and Oncology, University of Michigan Rogel Cancer Center, Ann Arbor, MI
| | - Jonathan Chou
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Alicia K Morgans
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR
| | - George V Thomas
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR
- Department of Pathology, Oregon Health & Science University, Portland, OR
| | - Martin Gleave
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | | | | | | | - Michael C Haffner
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA
- University of Washington, Seattle, WA
| | - Amina Zoubeidi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Matti Annala
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Centre, Tampere, Finland
| | - Robert E Reiter
- Departments of Medicine, Hematology/Oncology and Urology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA
| | - Matthew B Rettig
- Departments of Medicine, Hematology/Oncology and Urology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA
- VA Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Owen N Witte
- Department of Microbiology, Immunology, and Molecular Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Lawrence Fong
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Rohit Bose
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
- Department of Urology, University of California, San Francisco, San Francisco, CA
- Department of Anatomy, University of California, San Francisco, San Francisco, CA
| | - Franklin W Huang
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Jianhua Luo
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA
| | - Anders Bjartell
- Department of Translational Medicine, Medical Faculty, Lund University, Malmö, Sweden
- Department of Urology, Skåne University Hospital, Malmö, Sweden
| | - Joshua M Lang
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
| | | | - Primo N Lara
- Division of Hematology Oncology, Department of Internal Medicine, University of California Davis, Sacramento, CA
- Comprehensive Cancer Center, University of California Davis, Sacramento, CA
| | - Christopher P Evans
- Comprehensive Cancer Center, University of California Davis, Sacramento, CA
- Department of Urologic Surgery, University of California Davis, Sacramento, CA
| | - Phuoc T Tran
- Department of Radiation Oncology, University of Maryland, College Park, Baltimore, MD
| | - Edwin M Posadas
- Urologic Oncology Program & Uro-Oncology Research Laboratories, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Chuan He
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, University of Chicago, Chicago, IL
- Howard Hughes Medical Institute, University of Chicago, Chicago, IL
| | - Xiao-Long Cui
- Department of Chemistry, Department of Biochemistry and Molecular Biology, Institute for Biophysical Dynamics, University of Chicago, Chicago, IL
- Howard Hughes Medical Institute, University of Chicago, Chicago, IL
| | - Jiaoti Huang
- Department of Pathology, Duke University, Durham, NC
| | - Wilbert Zwart
- Netherlands Cancer Institute, Oncode Institute, Amsterdam, the Netherlands
| | - Luke A Gilbert
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Urology, University of California, San Francisco, San Francisco, CA
- Arc Institute, Palo Alto, CA
| | - Christopher A Maher
- Siteman Cancer Center, Washington University, St. Louis, MO
- McDonnell Genome Institute, Washington University, St. Louis, MO
- Department of Internal Medicine, Washington University, St. Louis, MO
- Department of Biomedical Engineering, Washington University, St. Louis, MO
| | - Paul C Boutros
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Department of Human Genetics, Institute for Precision Health, UCLA, Los Angeles, CA
- Jonsson Comprehensive Cancer Center, Departments of Human Genetics and Urology, University of California Los Angeles, Los Angeles, CA
| | - Kim N Chi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Housheng H He
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
- Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, BC, Canada
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Urology, University of California, San Francisco, San Francisco, CA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA
- Division of Hematology and Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA
- Department of Urology, University of California, San Francisco, San Francisco, CA
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3
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Westbrook TC, Guan X, Rodansky E, Flores D, Liu CJ, Udager AM, Patel RA, Haffner MC, Hu YM, Sun D, Beer TM, Foye A, Aggarwal R, Quigley DA, Youngren JF, Ryan CJ, Gleave M, Wang Y, Huang J, Coleman I, Morrissey C, Nelson PS, Evans CP, Lara P, Reiter RE, Witte O, Rettig M, Wong CK, Weinstein AS, Uzunangelov V, Stuart JM, Thomas GV, Feng FY, Small EJ, Yates JA, Xia Z, Alumkal JJ. Transcriptional profiling of matched patient biopsies clarifies molecular determinants of enzalutamide-induced lineage plasticity. Nat Commun 2022; 13:5345. [PMID: 36109521 PMCID: PMC9477876 DOI: 10.1038/s41467-022-32701-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 08/11/2022] [Indexed: 11/08/2022] Open
Abstract
The androgen receptor (AR) signaling inhibitor enzalutamide (enza) is one of the principal treatments for metastatic castration-resistant prostate cancer (CRPC). Several emergent enza clinical resistance mechanisms have been described, including lineage plasticity in which the tumors manifest reduced dependency on the AR. To improve our understanding of enza resistance, herein we analyze the transcriptomes of matched biopsies from men with metastatic CRPC obtained prior to treatment and at progression (n = 21). RNA-sequencing analysis demonstrates that enza does not induce marked, sustained changes in the tumor transcriptome in most patients. However, three patients' progression biopsies show evidence of lineage plasticity. The transcription factor E2F1 and pathways linked to tumor stemness are highly activated in baseline biopsies from patients whose tumors undergo lineage plasticity. We find a gene signature enriched in these baseline biopsies that is strongly associated with poor survival in independent patient cohorts and with risk of castration-induced lineage plasticity in patient-derived xenograft models, suggesting that tumors harboring this gene expression program may be at particular risk for resistance mediated by lineage plasticity and poor outcomes.
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Affiliation(s)
- Thomas C Westbrook
- Division of Hematology and Oncology, Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Xiangnan Guan
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Eva Rodansky
- Division of Hematology and Oncology, Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Diana Flores
- Division of Hematology and Oncology, Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Chia Jen Liu
- Department of Pathology, Michigan Center for Translational Pathology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Aaron M Udager
- Department of Pathology, Michigan Center for Translational Pathology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Radhika A Patel
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Michael C Haffner
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ya-Mei Hu
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Duanchen Sun
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Jack F Youngren
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Charles J Ryan
- Masonic Cancer Center, University of Minnesota; Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Martin Gleave
- Department of Urological Sciences and Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Yuzhuo Wang
- Department of Urological Sciences and Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
- Department of Experimental Therapeutics, BC Cancer, University of British Columbia, Vancouver, BC, Canada
| | | | - Ilsa Coleman
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Colm Morrissey
- Department of Urology, University of Washington, Seattle, WA, USA
| | - Peter S Nelson
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Primo Lara
- University of California Davis, Davis, CA, USA
| | | | - Owen Witte
- Department of Microbiology, Immunology, and Molecular Genetics at the David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | - Matthew Rettig
- University of California Los Angeles, Los Angeles, CA, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Christopher K Wong
- UC Santa Cruz Genomics Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Alana S Weinstein
- UC Santa Cruz Genomics Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Vlado Uzunangelov
- UC Santa Cruz Genomics Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Josh M Stuart
- UC Santa Cruz Genomics Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - George V Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Departments of Radiation Oncology and Urology, University of California San Francisco, San Francisco, CA, USA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Joel A Yates
- Division of Hematology and Oncology, Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Zheng Xia
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.
| | - Joshi J Alumkal
- Division of Hematology and Oncology, Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
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4
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Zhao N, Chopra S, Trepka K, Wang YH, Sakhamuri S, Hooshdaran N, Kim H, Zhuo J, Lim SA, Leung KK, Egusa EA, Zhu J, Zhang L, Foye A, Sriram R, Chan E, Seo Y, Feng FY, Small EJ, Chou J, Wells JA, Aggarwal R, Evans MJ. CUB Domain-Containing Protein 1 (CDCP1) Is a Target for Radioligand Therapy in Castration-Resistant Prostate Cancer, including PSMA Null Disease. Clin Cancer Res 2022; 28:3066-3075. [PMID: 35604681 PMCID: PMC9288514 DOI: 10.1158/1078-0432.ccr-21-3858] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 03/07/2022] [Accepted: 05/17/2022] [Indexed: 01/17/2023]
Abstract
PURPOSE With the improvement in overall survival with 177Lu-PSMA 617, radioligand therapy (RLT) is now a viable option for patients with metastatic castration-resistant prostate cancer (mCRPC). However, responses are variable, in part due to low PSMA expression in 30% of patients. Herein, we evaluated whether the cell surface protein CUB domain-containing protein 1 (CDCP1) can be exploited to treat mCRPC with RLT, including in PSMA-low subsets. EXPERIMENTAL DESIGN CDCP1 levels were evaluated using RNA sequencing from 119 mCRPC biopsies. CDCP1 levels were assessed in 17 post-enzalutamide- or abiraterone-treated mCRPC biopsies, 12 patient-derived xenografts (PDX), and prostate cancer cell lines. 4A06, a recombinant human antibody that targets the CDCP1 ectodomain, was labeled with Zr-89 or Lu-177 and tested in tumor-bearing mice. RESULTS CDCP1 expression was observed in 90% of mCRPC biopsies, including small-cell neuroendocrine (SCNC) and adenocarcinomas with low FOLH1 (PSMA) levels. Fifteen of 17 evaluable mCRPC biopsies (85%) demonstrated membranous CDCP1 expression, and 4 of 17 (23%) had higher CDCP1 H-scores compared with PSMA. CDCP1 was expressed in 10 of 12 PDX samples. Bmax values of approximately 22,000, 6,200, and 2,800 fmol/mg were calculated for PC3, DU145, and C4-2B human prostate cancer cells, respectively. 89Zr-4A06 PET detected six human prostate cancer xenografts, including PSMA-low tumors. 177Lu-4A06 significantly suppressed growth of DU145 and C4-2B xenografts. CONCLUSIONS The data provide the first evidence supporting CDCP1-directed RLT to treat mCRPC. Expanded studies are warranted to determine whether CDCP1 is a viable drug target for patients with mCPRC.
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Affiliation(s)
- Ning Zhao
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Shalini Chopra
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Kai Trepka
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158
| | - Yung-hua Wang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Sasank Sakhamuri
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Nima Hooshdaran
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Hyunjung Kim
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Jie Zhuo
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158
| | - Shion A. Lim
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158
| | - Kevin K. Leung
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158
| | - Emily A. Egusa
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Jun Zhu
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Li Zhang
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158
| | - Adam Foye
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA 94158
| | - Renuka Sriram
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Emily Chan
- Department of Pathology, University of California, San Francisco, San Francisco, CA 94158
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158
| | - Felix Y. Feng
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Eric J. Small
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Jonathan Chou
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - James A. Wells
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Rahul Aggarwal
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
| | - Michael J. Evans
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158.,Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94158
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5
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de Kouchkovsky I, Zhang L, Huang J, Trepka K, Chou J, Foye A, Shui D, Wong C, Friedl V, Weinstein A, Hope TA, Quigley DA, Stuart J, Beer TM, Reiter RE, Gleave ME, Evans CP, Feng FY, Small EJ, Aggarwal RR. Clinical and molecular features of low prostate-specific membrane antigen (PSMA) expression in patients (pts) with metastatic castration resistant prostate cancer (mCRPC). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.6_suppl.167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
167 Background: Low PSMA uptake on positron-emission tomography is seen in up to 30% of mCRPC pts and represents a clinically distinct subgroup with adverse outcomes. We assessed transcriptional and clinical features associated with low PSMA ( FOLH1) gene expression in mCRPC. Methods: A retrospective analysis of mCRPC biopsy samples with RNA-seq data was undertaken. Normalized FOLH1 expression was compared across histologic subtypes and sites of disease. We assessed the association between FOLH1 expression, selected androgen receptor (AR) target genes, master regulators of neuroendocrine differentiation, and previously validated AR activity and treatment-associated small cell neuroendocrine carcinoma (t-SCNC) transcriptional signature scores using Pearson correlations. Associations between FOLH1 and both PSA50 response to subsequent AR-targeted therapy and overall survival (OS) were examined by logistic regression and Cox proportional hazard models, respectively. Results: Samples from 97 pts were identified, of which 18% harbored t-SCNC histology. 45% of pts had visceral metastases at the time of biopsy, and 41% received subsequent AR-targeted therapy. Median FOLH1 expression was lower in pts with visceral metastases vs no visceral metastases (14.7 vs 15.6, p = 0.02) but was not significantly different across t-SCNC vs adenocarcinoma biopsies (14.3 vs 15.4, p = 0.13). FOLH1 expression was positively correlated with AR transcriptional activity and AR target genes, and negatively correlated with master regulators of neuroendocrine differentiation and t-SCNC transcriptional signature scores (Table). Low FOLH1 expression did not predict PSA50 response to subsequent AR-targeted therapy (OR 0.97, p = 0.8), but was associated with shorter OS on univariate analysis (HR 1.09, 95% CI 1.02-1.16, p=0.01). A post-hoc analysis revealed a trend towards decreased median OS in pts with FOLH1 expression <12 (7.5 vs 17.1 months, log-rank p = 0.06). Conclusions: In this retrospective analysis of mCRPC pts, low FOLH1 expression was associated with transcriptional features of t-SCNC, decreased AR activity, and shorter OS. These findings are hypothesis-generating and prospective validation is needed.[Table: see text]
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Affiliation(s)
- Ivan de Kouchkovsky
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Li Zhang
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Kai Trepka
- University of California San Francisco, School of Medicine, San Francisco, CA
| | - Jonathan Chou
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Adam Foye
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - David Shui
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Chris Wong
- University of California Santa Cruz, Santa Cruz, CA
| | | | | | - Thomas A Hope
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, CA
| | - David A. Quigley
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Josh Stuart
- University of California Santa Cruz, Santa Cruz, CA
| | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Robert Evan Reiter
- University of California Los Angeles, Institute of Urologic Oncology, Los Angeles, CA
| | - Martin E. Gleave
- University of British Columbia, Vancouver Prostate Centre, Vancouver, BC, Canada
| | | | - Felix Y Feng
- Department of Urology, University of California, San Francisco, CA
| | - Eric Jay Small
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Rahul Raj Aggarwal
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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6
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Aggarwal R, Rydzewski NR, Zhang L, Foye A, Kim W, Helzer KT, Bakhtiar H, Chang SL, Perry MD, Gleave M, Reiter RE, Huang J, Evans CP, Alumkal JJ, Lang JM, Yu M, Quigley DA, Sjöström M, Small EJ, Feng FY, Zhao SG. Prognosis Associated With Luminal and Basal Subtypes of Metastatic Prostate Cancer. JAMA Oncol 2021; 7:1644-1652. [PMID: 34554200 DOI: 10.1001/jamaoncol.2021.3987] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Importance Luminal and basal subtypes of primary prostate cancer have been shown to be molecularly distinct and clinically important in predicting response to therapy. These subtypes have not been described in metastatic prostate cancer. Objectives To identify clinical and molecular correlates of luminal and basal subtypes in metastatic castration-resistant prostate cancer (mCRPC) and investigate differences in survival, particularly after treatment with androgen-signaling inhibitors (ASIs). Design, Setting, and Participants In this cohort study, a retrospective analysis was conducted of 4 cohorts with mCRPC (N = 634) across multiple academic centers. Treatment was at the physicians' discretion. Details of the study cohorts have been published elsewhere between 2016 and 2019. Data were analyzed from March 2018 to February 2021. Main Outcomes and Measures The primary clinical end point was overall survival from the date of tissue biopsy/molecular profiling. Luminal and basal subtypes were also stratified by postbiopsy ASI treatment. The primary molecular analyses included associations with small cell/neuroendocrine prostate cancer (SCNC), molecular pathways, and DNA alterations. Results In the 634 patients, 288 (45%) had tumors classified as luminal, and 346 (55%) had tumors classified as basal. However, 53 of 59 (90%) SCNC tumors were basal (P < .001). Similar to primary prostate cancer, luminal tumors exhibited overexpression of AR pathway genes. In basal tumors, a significantly higher rate of RB1 loss (23% basal vs 4% luminal; P < .001), FOXA1 alterations (36% basal vs 27% luminal; P = .03) and MYC alterations (73% basal vs 56% luminal; P < .001) were identified. Patients with basal tumors had worse overall survival compared with those with luminal tumors only in patients treated with an ASI postbiopsy (East Coast Dream Team: hazard ratio [HR], 0.39; 95% CI, 0.20-0.74; P = .004; West Coast Dream Team: HR, 0.57; 95% CI, 0.33-0.97; P = .04). Among patients with luminal tumors, those treated with an ASI had significantly better survival (HR, 0.27; 95% CI, 0.14-0.53; P < .001), whereas patients with basal tumors did not (HR, 0.62; 95% CI, 0.36-1.04, P = .07). The interaction term between subtype and ASI treatment was statistically significant (HR, 0.42; 95% CI, 0.20-0.89; P = .02). Conclusions and Relevance These findings represent the largest integrated clinical, transcriptomic, and genomic analysis of mCRPC samples to date, and suggest that mCRPC can be classified as luminal and basal tumors. Analogous to primary prostate cancer, these data suggest that the benefit of ASI treatment is more pronounced in luminal tumors and support the use of ASIs in this population. In the basal tumors, a chemotherapeutic approach could be considered in some patients given the similarity to SCNC and the diminished benefit of ASI therapy. Further validation in prospective clinical trials is warranted.
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Affiliation(s)
- Rahul Aggarwal
- Department of Human Oncology, University of Wisconsin, Madison.,Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | | | - Li Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Division of Hematology and Oncology, University of California, San Francisco
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Division of Hematology and Oncology, University of California, San Francisco
| | - Won Kim
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Division of Hematology and Oncology, University of California, San Francisco
| | - Kyle T Helzer
- Department of Human Oncology, University of Wisconsin, Madison
| | - Hamza Bakhtiar
- Department of Human Oncology, University of Wisconsin, Madison
| | - S Laura Chang
- Department of Radiation Oncology, University of California, San Francisco
| | - Marc D Perry
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Department of Radiation Oncology, University of California, San Francisco
| | - Martin Gleave
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Robert E Reiter
- Jonsson Comprehensive Cancer Center, Departments of Medicine and Urology, University of California Los Angeles
| | - Jiaoti Huang
- Department of Pathology, Duke University, Durham, North Carolina
| | - Christopher P Evans
- Comprehensive Cancer Center, Department of Urologic Surgery, University of California Davis, Sacramento
| | - Joshi J Alumkal
- Department of Internal Medicine, Rogel Cancer Center, University of Michigan, Ann Arbor
| | - Joshua M Lang
- Department of Medicine, University of Wisconsin, Madison
| | - Menggang Yu
- Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Martin Sjöström
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Department of Radiation Oncology, University of California, San Francisco
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Division of Hematology and Oncology, University of California, San Francisco
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco.,Division of Hematology and Oncology, University of California, San Francisco.,Department of Radiation Oncology, University of California, San Francisco.,Department of Urology, University of California, San Francisco
| | - Shuang G Zhao
- Department of Human Oncology, University of Wisconsin, Madison.,William S. Middleton Memorial Veterans Hospital, Madison
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7
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Sjöström M, Zhao S, Small EJ, Ning Y, Maurice-Dror C, Foye A, Hua JJT, Li H, Beer TM, Evans CP, Rettig M, Chi KN, Alumkal JJ, Aggarwal RR, Ashworth A, Levy S, He HH, Wyatt AW, Quigley DA, Feng FY. 5-hydroxymethylcytosine as a liquid biopsy biomarker in mCRPC. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.6_suppl.148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
148 Background: 5-hydroxymethylcytosine (5hmC) is an epigenetic modification which regulates gene expression and is associated with active transcription. The optimization of 5hmC sequencing in cell-free DNA (cfDNA) could therefore enable assessment of gene activity through a liquid biopsy. We aimed to investigate the 5hmC landscape of metastatic castration-resistant prostate cancer (mCRPC) and to evaluate the potential of 5hmC modifications in cfDNA as biomarkers of outcome in mCRPC patients. Methods: Genome-wide 5hmC modifications were analyzed with a low-input whole-genome 5hmC sequencing method based on selective chemical labeling in DNA from 93 mCRPC tissue biopsies previously profiled with whole-genome sequencing (WGS), RNA-sequencing and whole-genome bisulfite sequencing (WGBS). In addition, we analyzed 64 cell-free DNA (cfDNA) samples, from men with mCRPC before first-line abiraterone or enzalutamide, with both 5hmC sequencing and a conventional targeted ctDNA panel assessing common genomic alterations. Results: In mCRPC tissue samples, 5hmC enrichment was more strongly associated with gene expression than promoter methylation or copy number. Among cancer hallmark pathways, the androgen response genes had the strongest association between 5hmC and gene expression, suggesting a disease specific marking of gene activation. 5hmC patterns in cfDNA could be used to estimate the circulating tumor DNA fraction (ct-fraction), which was prognostic for overall survival (tertiles of ct-fraction, HR = 1.6 95%CI 1.1-2.3, p = 0.007). Further, 5hmC levels were indicative of gain of oncogene activity (such as AR, MYC, and PIK3CA) and loss of tumor suppressor gene activity (such as RB1, TP53 and BRCA2). The number of alterations, by 5hmC levels, of common drivers of mCRPC was prognostic for overall survival, also after adjusting for ct-fraction (adjusted p = 0.00001), and the prognostic value of common alterations detected by 5hmC sequencing versus conventional targeted ctDNA sequencing was similar. Finally, 5hmC levels in cfDNA of genes not significantly altered by copy number gain or loss (and thus not routinely included in targeted ctDNA sequencing assays), such as TOP2A and EZH2, identified a high-risk subgroup of mCRPC, which was highly prognostic for overall survival independent of ct-fraction (adjusted HR = 1.8 95%CI 1.2-2.8, p = 0.007). Conclusions: 5hmC in mCRPC tissue demonstrated an association with gene expression that was highest for prostate cancer driver genes, highlighting the ability to track disease-specific biology. 5hmC in cfDNA from men with mCRPC can be used to estimate the ct-fraction of the sample, infer activity gain and loss of common drivers of mCRPC, and identify high-risk groups of mCRPC based on alterations not commonly detected with conventional ctDNA sequencing, showing its potential as a liquid biomarker. Further studies are aimed at optimizing and validating 5hmC-based biomarkers in larger cohorts.
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Affiliation(s)
- Martin Sjöström
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Shuang Zhao
- University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Eric Jay Small
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | | | - Adam Foye
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Jun Jie T. Hua
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Haolong Li
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | | | - Matthew Rettig
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, and VA Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Kim N. Chi
- University of British Columbia, BC Cancer-Vancouver Center, Vancouver, BC, Canada
| | | | - Rahul Raj Aggarwal
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Alan Ashworth
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Housheng H. He
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Alexander W. Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - David A. Quigley
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Felix Y Feng
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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8
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de Kouchkovsky I, Behr S, Zhang L, Foye A, Vanbrocklin H, Small EJ, Feng FY, Friedlander TW, Li P, Frey N, Chung A, Lui A, Subramanian A, Rodvelt TJ, Barlesi B, Evans M, Aggarwal RR. Feasibility study of gallium-68 citrate PET as a bone-tropic imaging biomarker in mCRPC. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.6_suppl.31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
31 Background: Transferrin receptor (TFRC) expression is controlled by the PI3K and MYC signaling pathways, which are frequently dysregulated in prostate cancer (PC). Gallium-68 citrate (68Ga-citrate) is an iron biomimetic, which can be used to image PC in a TFRC dependent fashion. We performed a single-center pilot imaging study to investigate the use of 68Ga-citrate PET in patients with metastatic castration-resistant PC (mCRPC). Methods: Following written informed consent, mCRPC patients were prospectively enrolled and underwent 68Ga-citrate PET imaging. Optional metastatic tumor biopsies were undertaken at the time of imaging. Results: 34 mCRPC patients underwent 68Ga-citrate PET imaging. The median age was 67.5 years old. Median duration of castration resistance was 17.5 months; 14.7% of patients were post-docetaxel. Median serum PSA was 35.2 ng/dL. A total of 483 lesions were detected on conventional imaging (CT, 99mTc-HDP) or 68Ga-citrate PET, including 420 osseous and 63 soft tissue (nodal and visceral) lesions (Table). 67.3% of all lesions were detected on 68Ga-citrate PET, including 74.5% of all osseous lesions but only 19.0% of all soft tissue lesions (p<0.0001). Eight (1.7%) lesions were detected on 68Ga-citrate PET imaging only. Per-lesion average SUVmax (SUVmax,avg) was 6.7. Metastatic biopsies of PET avid lesions were performed in 20 patients (59%); adenocarcinoma histology was confirmed in 14 (70%) cases, treatment-emergent small cell neuroendocrine cancer (t-SCNC) in 6 (30%). There was no significant difference in SUVmax,avg between patients with adenocarcinoma or t-SCNC (SUVmax,avg 7.3 vs 7.6, respectively; Table). Serial 68Ga-citrate PET perfomed in a patient with biopsy-confirmed t-SCNC after 2 cycles of carboplatin/cabazitaxel demonstrated an early metabolic response (28.5% decrease in average SUVmax) confirmed on subsequent conventional imaging. Conclusions: 68Ga-citrate PET detects mCRPC bone metastases in patients with biopsy-proven prostatic adenocarcinoma or t-SCNC, distinguishing it from lineage dependent agents such as PSMA tracers. Detection of an early metabolic response in the bone of a treated t-SCNC patient was observed. Further prospective studies are ongoing coupling serial Ga-citrate PET with investigational agents targeting the MYC signaling pathway. Clinical trial information: NCT02391025. [Table: see text]
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Affiliation(s)
- Ivan de Kouchkovsky
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Spencer Behr
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Li Zhang
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Adam Foye
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Eric Jay Small
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Felix Y Feng
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Terence W. Friedlander
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Patricia Li
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Natalie Frey
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Andy Chung
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Austin Lui
- University of California Davis, School of Medicine, Sacramento, CA
| | - Aishwarya Subramanian
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Tammy J. Rodvelt
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Brigid Barlesi
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Michael Evans
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Rahul Raj Aggarwal
- University of California, San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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9
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Chen WS, Haynes WA, Waitz R, Kamath K, Vega-Crespo A, Shrestha R, Zhang M, Foye A, Baselga Carretero I, Perez Garcilazo I, Zhang M, Zhao SG, Sjöström M, Quigley DA, Chou J, Beer TM, Rettig M, Gleave M, Evans CP, Lara P, Chi KN, Reiter RE, Alumkal JJ, Ashworth A, Aggarwal R, Small EJ, Daugherty PS, Ribas A, Oh DY, Shon JC, Feng FY. Autoantibody Landscape in Patients with Advanced Prostate Cancer. Clin Cancer Res 2020; 26:6204-6214. [PMID: 32967941 PMCID: PMC7710628 DOI: 10.1158/1078-0432.ccr-20-1966] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 08/03/2020] [Accepted: 09/16/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE Autoantibody responses in cancer are of great interest, as they may be concordant with T-cell responses to cancer antigens or predictive of response to cancer immunotherapies. Thus, we sought to characterize the antibody landscape of metastatic castration-resistant prostate cancer (mCRPC). EXPERIMENTAL DESIGN Serum antibody epitope repertoire analysis (SERA) was performed on patient serum to identify tumor-specific neoepitopes. Somatic mutation-specific neoepitopes were investigated by associating serum epitope enrichment scores with whole-genome sequencing results from paired solid tumor metastasis biopsies and germline blood samples. A protein-based immunome-wide association study (PIWAS) was performed to identify significantly enriched epitopes, and candidate serum antibodies enriched in select patients were validated by ELISA profiling. A distinct cohort of patients with melanoma was evaluated to validate the top cancer-specific epitopes. RESULTS SERA was performed on 1,229 serum samples obtained from 72 men with mCRPC and 1,157 healthy control patients. Twenty-nine of 6,636 somatic mutations (0.44%) were associated with an antibody response specific to the mutated peptide. PIWAS analyses identified motifs in 11 proteins, including NY-ESO-1 and HERVK-113, as immunogenic in mCRPC, and ELISA confirmed serum antibody enrichment in candidate patients. Confirmatory PIWAS, Identifying Motifs Using Next-generation sequencing Experiments (IMUNE), and ELISA analyses performed on serum samples from 106 patients with melanoma similarly revealed enriched cancer-specific antibody responses to NY-ESO-1. CONCLUSIONS We present the first large-scale profiling of autoantibodies in advanced prostate cancer, utilizing a new antibody profiling approach to reveal novel cancer-specific antigens and epitopes. Our study recovers antigens of known importance and identifies novel tumor-specific epitopes of translational interest.
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Affiliation(s)
- William S Chen
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | | | | | | | - Agustin Vega-Crespo
- Division of Hematology and Oncology, University of California Los Angeles, Los Angeles, California
| | - Raunak Shrestha
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | | | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Medicine, University of California San Francisco, San Francisco, California
| | | | - Ivan Perez Garcilazo
- Division of Hematology and Oncology, University of California Los Angeles, Los Angeles, California
| | - Meng Zhang
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Shuang G Zhao
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Martin Sjöström
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Urology, University of California San Francisco, San Francisco, California
| | - Jonathan Chou
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Medicine, University of California San Francisco, San Francisco, California
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Matthew Rettig
- Division of Hematology and Oncology, University of California Los Angeles, Los Angeles, California
- VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Martin Gleave
- University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Primo Lara
- University of California Davis, Davis, California
| | - Kim N Chi
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Robert E Reiter
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
- Department of Hematology and Oncology, University of Michigan, Ann Arbor, Michigan
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Division of Hematology and Oncology, University of California Los Angeles, Los Angeles, California
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Medicine, University of California San Francisco, San Francisco, California
| | | | - Antoni Ribas
- Division of Hematology and Oncology, University of California Los Angeles, Los Angeles, California
| | - David Y Oh
- Department of Medicine, University of California San Francisco, San Francisco, California
| | | | - Felix Y Feng
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California.
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California
- Department of Urology, University of California San Francisco, San Francisco, California
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10
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Guan X, Sun D, Lu E, Urrutia JA, Reiter RE, Rettig M, Evans CP, Lara P, Gleave M, Beer TM, Thomas GV, Huang J, Aggarwal RR, Quigley DA, Foye A, Chen WS, Youngren J, Weinstein AS, Stuart JM, Feng FY, Small EJ, Xia Z, Alumkal JJ. Copy Number Loss of 17q22 Is Associated with Enzalutamide Resistance and Poor Prognosis in Metastatic Castration-Resistant Prostate Cancer. Clin Cancer Res 2020; 26:4616-4624. [PMID: 32727885 PMCID: PMC7484240 DOI: 10.1158/1078-0432.ccr-19-2303] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 05/24/2020] [Accepted: 06/29/2020] [Indexed: 12/22/2022]
Abstract
PURPOSE The purpose of this study was to measure genomic changes that emerge with enzalutamide treatment using analyses of whole-genome sequencing and RNA sequencing. EXPERIMENTAL DESIGN One hundred and one tumors from men with metastatic castration-resistant prostate cancer (mCRPC) who had not been treated with enzalutamide (n = 64) or who had enzalutamide-resistant mCRPC (n = 37) underwent whole genome sequencing. Ninety-nine of these tumors also underwent RNA sequencing. We analyzed the genomes and transcriptomes of these mCRPC tumors. RESULTS Copy number loss was more common than gain in enzalutamide-resistant tumors. Specially, we identified 124 protein-coding genes that were more commonly lost in enzalutamide-resistant samples. These 124 genes included eight putative tumor suppressors located at nine distinct genomic regions. We demonstrated that focal deletion of the 17q22 locus that includes RNF43 and SRSF1 was not present in any patient with enzalutamide-naïve mCRPC but was present in 16% (6/37) of patients with enzalutamide-resistant mCRPC. 17q22 loss was associated with lower RNF43 and SRSF1 expression and poor overall survival from time of biopsy [median overall survival of 19.3 months in 17q22 intact vs. 8.9 months in 17q22 loss, HR, 3.44 95% confidence interval (CI), 1.338-8.867, log-rank P = 0.006]. Finally, 17q22 loss was linked with activation of several targetable factors, including CDK1/2, Akt, and PLK1, demonstrating the potential therapeutic relevance of 17q22 loss in mCRPC. CONCLUSIONS Copy number loss is common in enzalutamide-resistant tumors. Focal deletion of chromosome 17q22 defines a previously unappreciated molecular subset of enzalutamide-resistant mCRPC associated with poor clinical outcome.
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Affiliation(s)
- Xiangnan Guan
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Duanchen Sun
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Eric Lu
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Joshua A Urrutia
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Robert Evan Reiter
- Institute of Urologic Oncology, University of California Los Angeles, Los Angeles, California
- Jonsson Comprehensive Cancer Center, Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Matthew Rettig
- Jonsson Comprehensive Cancer Center, Department of Urology, University of California Los Angeles, Los Angeles, California
- VA Greater Los Angeles, Department of Medicine, Los Angeles, California
| | - Christopher P Evans
- University of California Davis Comprehensive Cancer Center, Sacramento, California
| | - Primo Lara
- University of California Davis Comprehensive Cancer Center, Sacramento, California
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - George V Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Jiaoti Huang
- Duke University School of Medicine, Durham, North Carolina
| | - Rahul R Aggarwal
- University of California San Francisco, San Francisco, California
| | - David A Quigley
- University of California San Francisco, San Francisco, California
| | - Adam Foye
- University of California San Francisco, San Francisco, California
| | - William S Chen
- University of California San Francisco, San Francisco, California
| | - Jack Youngren
- University of California San Francisco, San Francisco, California
| | | | | | - Felix Y Feng
- University of California San Francisco, San Francisco, California
| | - Eric J Small
- University of California San Francisco, San Francisco, California
| | - Zheng Xia
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.
- University of Michigan Rogel Cancer Center, Ann Arbor, Michigan
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11
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Zhao SG, Chen WS, Li H, Foye A, Zhang M, Sjöström M, Aggarwal R, Playdle D, Liao A, Alumkal JJ, Das R, Chou J, Hua JT, Barnard TJ, Bailey AM, Chow ED, Perry MD, Dang HX, Yang R, Moussavi-Baygi R, Zhang L, Alshalalfa M, Laura Chang S, Houlahan KE, Shiah YJ, Beer TM, Thomas G, Chi KN, Gleave M, Zoubeidi A, Reiter RE, Rettig MB, Witte O, Yvonne Kim M, Fong L, Spratt DE, Morgan TM, Bose R, Huang FW, Li H, Chesner L, Shenoy T, Goodarzi H, Asangani IA, Sandhu S, Lang JM, Mahajan NP, Lara PN, Evans CP, Febbo P, Batzoglou S, Knudsen KE, He HH, Huang J, Zwart W, Costello JF, Luo J, Tomlins SA, Wyatt AW, Dehm SM, Ashworth A, Gilbert LA, Boutros PC, Farh K, Chinnaiyan AM, Maher CA, Small EJ, Quigley DA, Feng FY. The DNA methylation landscape of advanced prostate cancer. Nat Genet 2020; 52:778-789. [PMID: 32661416 PMCID: PMC7454228 DOI: 10.1038/s41588-020-0648-8] [Citation(s) in RCA: 171] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Accepted: 05/20/2020] [Indexed: 02/08/2023]
Abstract
Although DNA methylation is a key regulator of gene expression, the comprehensive methylation landscape of metastatic cancer has never been defined. Through whole-genome bisulfite sequencing paired with deep whole-genome and transcriptome sequencing of 100 castration-resistant prostate metastases, we discovered alterations affecting driver genes only detectable with integrated whole-genome approaches. Notably, we observed that 22% of tumors exhibited a novel epigenomic subtype associated with hyper-methylation and somatic mutations in TET2, DNMT3B, IDH1, and BRAF. We also identified intergenic regions where methylation is associated with RNA expression of the oncogenic driver genes AR, MYC and ERG. Finally, we showed that differential methylation during progression preferentially occurs at somatic mutational hotspots and putative regulatory regions. This study is a large integrated study of whole-genome, whole-methylome and whole-transcriptome sequencing in metastatic cancer and provides a comprehensive overview of the important regulatory role of methylation in metastatic castration-resistant prostate cancer.
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Affiliation(s)
- Shuang G Zhao
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.,Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.,Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - William S Chen
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Yale School of Medicine, New Haven, CT, USA
| | - Haolong Li
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Meng Zhang
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Martin Sjöström
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Denise Playdle
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Rajdeep Das
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Jonathan Chou
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Junjie T Hua
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Travis J Barnard
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Adina M Bailey
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Eric D Chow
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA.,Center for Advanced Technology, University of California San Francisco, San Francisco, CA, USA
| | - Marc D Perry
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Ha X Dang
- McDonnell Genome Institute, Washington University, St. Louis, MO, USA.,Department of Internal Medicine, Washington University, St. Louis, MO, USA.,Siteman Cancer Center, Washington University, St. Louis, MO, USA
| | - Rendong Yang
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - Ruhollah Moussavi-Baygi
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Li Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Mohammed Alshalalfa
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
| | - S Laura Chang
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
| | - Kathleen E Houlahan
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Department of Human Genetics, Institute for Precision Health, UCLA, Los Angeles, CA, USA
| | - Yu-Jia Shiah
- Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Division of Hematology/Medical Oncology, Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - George Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Department of Pathology, Oregon Health & Science University, Portland, OR, USA
| | - Kim N Chi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada.,British Columbia Cancer Agency, Vancouver Centre, Vancouver, British Columbia, Canada
| | - Martin Gleave
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amina Zoubeidi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Robert E Reiter
- Jonsson Comprehensive Cancer Center, Departments of Medicine and Urology, University of California Los Angeles, Los Angeles, CA, USA
| | - Matthew B Rettig
- Jonsson Comprehensive Cancer Center, Departments of Medicine and Urology, University of California Los Angeles, Los Angeles, CA, USA.,Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Owen Witte
- Department of Microbiology, Immunology, and Molecular Genetics at the David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - M Yvonne Kim
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Lawrence Fong
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Daniel E Spratt
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Todd M Morgan
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA.,Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Rohit Bose
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA.,Department of Urology, University of California San Francisco, San Francisco, CA, USA.,Department of Anatomy, University of California San Francisco, San Francisco, CA, USA
| | - Franklin W Huang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Hui Li
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Lisa Chesner
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Tanushree Shenoy
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Hani Goodarzi
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA.,Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Irfan A Asangani
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Shahneen Sandhu
- Peter MacCallum Cancer Centre, University of Melbourne, Melbourne, Victoria, Australia
| | - Joshua M Lang
- Department of Medicine, University of Wisconsin, Madison, WI, USA
| | - Nupam P Mahajan
- Siteman Cancer Center, Washington University, St. Louis, MO, USA.,Department of Surgery, Washington University, St. Louis, MO, USA
| | - Primo N Lara
- Division of Hematology Oncology, Department of Internal Medicine, University of California Davis, Sacramento, CA, USA.,Comprehensive Cancer Center, University of California Davis, Sacramento, CA, USA
| | - Christopher P Evans
- Comprehensive Cancer Center, University of California Davis, Sacramento, CA, USA.,Department of Urologic Surgery, University of California Davis, Sacramento, CA, USA
| | | | | | - Karen E Knudsen
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Housheng H He
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Jiaoti Huang
- Department of Pathology, Duke University, Durham, NC, USA
| | - Wilbert Zwart
- Netherlands Cancer Institute, Oncode Institute, Amsterdam, the Netherlands
| | - Joseph F Costello
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Jianhua Luo
- Department of Pathology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Scott A Tomlins
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Scott M Dehm
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.,Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Luke A Gilbert
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Paul C Boutros
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Department of Human Genetics, Institute for Precision Health, UCLA, Los Angeles, CA, USA.,Jonsson Comprehensive Cancer Center, Departments of Medicine and Urology, University of California Los Angeles, Los Angeles, CA, USA
| | | | - Arul M Chinnaiyan
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.,Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA.,Department of Urology, University of Michigan, Ann Arbor, MI, USA.,Department of Pathology, University of Michigan, Ann Arbor, MI, USA.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.,Howard Hughes Medical Institute, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Christopher A Maher
- McDonnell Genome Institute, Washington University, St. Louis, MO, USA.,Department of Internal Medicine, Washington University, St. Louis, MO, USA.,Siteman Cancer Center, Washington University, St. Louis, MO, USA.,Department of Biomedical Engineering, Washington University, St. Louis, MO, USA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.,Department of Urology, University of California San Francisco, San Francisco, CA, USA.,Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Felix Y Feng
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA. .,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA. .,Division of Hematology and Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA. .,Department of Urology, University of California San Francisco, San Francisco, CA, USA.
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12
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Chen WS, Feng EL, Aggarwal R, Foye A, Beer TM, Alumkal JJ, Gleave M, Chi KN, Reiter RE, Rettig MB, Evans CP, Small EJ, Sharifi N, Zhao SG. Germline polymorphisms associated with impaired survival outcomes and somatic tumor alterations in advanced prostate cancer. Prostate Cancer Prostatic Dis 2020; 23:316-323. [PMID: 31745256 PMCID: PMC7529063 DOI: 10.1038/s41391-019-0188-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 10/19/2019] [Accepted: 11/04/2019] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Germline variants in androgen metabolism genes may influence clinical response to androgen deprivation therapy (ADT) in advanced prostate cancer. We sought to investigate the prognostic significance of germline variants in androgen metabolism genes with respect to overall survival (OS) after ADT, and to associate germline variants with tumor genomic features. METHODS Germline and somatic whole-genome sequencing (WGS) data were evaluated in a cohort of 101 men with metastatic castration-resistant prostate cancer (mCRPC). Survival analyses were performed to identify polymorphisms associated with impaired OS after primary ADT. Germline variants found to be prognostic of OS were associated with tumor somatic DNA-sequence alterations based on WGS performed on paired metastasis biopsies from the same 101 patients. Gene set enrichment analysis was performed based on tumor RNA-sequencing data to identify genomic pathways differentially expressed in patients with germline variants. RESULTS A comprehensive literature review identified 17 candidate polymorphisms in nine androgen metabolism genes that have been previously shown to have an association with response to ADT in prostate cancer. Of these, the variant rs1856888 allele located 13 kb upstream of HSD3B1 was found to be significantly associated with impaired OS (P = 0.029). Variant rs1856888 was commonly co-inherited with the well-characterized HSD3B1(1245A>C) polymorphism, and there was a trend toward shorter median OS in patients with HSD3B1(1245A>C) compared with homozygous wild-type patients (P = 0.052). While HSD3B1 germline variants were not associated with common somatic tumor DNA alterations, they were associated with increased tumor expression of cell proliferation and cell cycle genes. CONCLUSIONS This study presents a comprehensive assessment of germline variants in androgen metabolism genes and highlights HSD3B1 polymorphisms as prognostic of OS after ADT and associated with an aggressive gene expression tumor profile in mCRPC.
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Affiliation(s)
- William S Chen
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Yale School of Medicine, New Haven, CT, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Eric L Feng
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Adam Foye
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Joshi J Alumkal
- Rogel Cancer Center and Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Martin Gleave
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Kim N Chi
- University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Matthew B Rettig
- University of California Los Angeles, Los Angeles, CA, USA
- VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Christopher P Evans
- Department of Urologic Surgery, University of California, Davis, Sacramento, CA, USA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Nima Sharifi
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Urology, Glickman Urological & Kidney Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Shuang G Zhao
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA.
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13
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Small EJ, Zhao S, Chen WS, Li H, Foye A, Sjöström M, Hua JJ, Aggarwal RR, Alumkal JJ, Beer TM, Gleave M, Rettig M, Witte O, Lara P, Chinnaiyan A, Maher C, Quigley DA, Feng FY. The comprehensive methylation landscape of metastatic castration-resistant prostate cancer (mCRPC) identifies new phenotypic subtypes: Results from the West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.5507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
5507 Background: While recent studies have delineated the genomic landscape of mCRPC, its epigenomic landscape has not been as well characterized. The goal of this study was to define the comprehensive methylation landscape of mCRPC. Methods: mCRPC patients (pts) underwent a metastasis biopsy as part of a multi-institutional study (NCT02432001). Deep whole-genome bisulfite sequencing (mean depth 46x) was performed on fresh frozen tissue from 100 mCRPC patients; data was paired with deep whole-genome and transcriptome sequencing from the same samples. Unbiased hierarchical clustering of the mCRPC methylome was undertaken, and the survival of patients in each cluster was calculated using the Kaplan Meier method. Results: Unbiased hierarchical clustering revealed several distinct subtypes. 22% of mCRPC samples exhibited a novel epigenomic subtype associated with hyper-methylation. This hypermethylated (HM) cluster was significantly associated with somatic mutations in genes known to be involved in methylation, eg TET2 and DNMT3B, as well as in genes in which mutations have been associated with hyper-methylation in other cancer types ( IDH1 in glioblastoma and BRAF in colon cancer). mCRPC survival was 56.1 mos in pts with HM cancers compared to 35.6 mos in non-HM (p = .055). Methylome clustering also identified a unique cluster comprised of all patients with treatment-induced small cell/neuroendocrine cancer, a subtype previously associated with poor survival. Conclusions: This integrated study of whole-genome, whole methylome and whole-transcriptome sequencing provides the first comprehensive overview of the important regulatory role of methylation in metastatic castration-resistant prostate cancer, and has identified at least two distinct subtypes. The clinical and therapeutic implications of methylation subtypes should be explored in future studies. Clinical trial information: NCT02432001 .
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Affiliation(s)
- Eric Jay Small
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Shuang Zhao
- Univerisity of Michigan, Baltimore, MI, Cayman Islands
| | - William S. Chen
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Adam Foye
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Martin Sjöström
- Lund University, Department of Oncology and Pathology, Lund, Sweden
| | | | | | | | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, West Los Angeles VA Medical Center, Los Angeles, CA
| | | | - Primo Lara
- University of California, Sacramento, CA
| | | | - Chris Maher
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - David A. Quigley
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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14
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Aggarwal R, Romero GR, Friedl V, Weinstein A, Foye A, Huang J, Feng F, Stuart JM, Small EJ. Clinical and genomic characterization of Low PSA Secretors: a unique subset of metastatic castration resistant prostate cancer. Prostate Cancer Prostatic Dis 2020; 24:81-87. [PMID: 32286548 DOI: 10.1038/s41391-020-0228-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 02/29/2020] [Accepted: 03/20/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Metastatic disease burden out of proportion to serum PSA has been used as a marker of aggressive phenotype prostate cancer but is not well defined as a distinct subgroup. We sought to prospectively characterize the molecular features and clinical outcomes of Low PSA Secretors. METHODS Eligible metastatic castration resistant prostate cancer (mCRPC) patients without prior small cell histology underwent metastatic tumor biopsy with molecular characterization. Low PSA secretion was defined as serum PSA < 2, 5, or 10 ng/mL plus >5 metastases with radiographic progression at study entry. Clinical and molecular features were compared between low PSA vs. normal secretors in a post-hoc fashion. RESULTS 183 patients were enrolled, including 15 (8%) identified as Low PSA Secretors using optimal PSA cut point of 5 ng/mL. Biopsies from Low PSA Secretors demonstrated higher t-SCNC and RB1 loss and lower AR transcriptional signature scores compared with normal secretors. Genomic loss of RB1 and/or TP53 was more common in Low PSA Secretors (80% vs. 41%). Overall survival (OS) was shorter in Low PSA Secretors (median OS = 26.7 vs. 46.0 months, hazard ratio = 2.465 (95% CI: 0.982-6.183). Progression-free survival (PFS) on post-biopsy treatment with AR-targeted therapy was shorter than with chemotherapy (median PFS 6.2 vs. 4.1 months). CONCLUSIONS Low PSA secretion in relation to metastatic tumor burden may be a readily available clinical selection tool for de-differentiated mCRPC with molecular features consistent with t-SCNC. Prospective validation is warranted.
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Affiliation(s)
- Rahul Aggarwal
- University of California San Francisco, San Francisco, CA, USA.
| | | | - Verena Friedl
- University of California Santa Cruz, Santa Cruz, CA, USA
| | | | - Adam Foye
- University of California San Francisco, San Francisco, CA, USA
| | | | - Felix Feng
- University of California San Francisco, San Francisco, CA, USA
| | | | - Eric J Small
- University of California Santa Cruz, Santa Cruz, CA, USA
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15
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Small EJ, Aggarwal RR, Friedl V, Weinstein A, Thomas GV, True LD, Foye A, Beer TM, Rettig M, Gleave M, Evans CP, Alumkal JJ, Reiter RE, Lara P, Chi KN, Feng FY, Bailey A, Stuart J, Huang J. Intermediate atypical carcinoma (IAC): A discrete subtype of metastatic castration-resistant prostate cancer (mCRPC) suggesting that treatment-associated small cell/neuroendocrine prostate cancer (t-SCNC) may evolve from mCRPC adenocarcinoma (adeno)—Results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.6_suppl.158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
158 Background: A subset of mCRPC patients (pts) that develop resistance to next-gen androgen signaling inhibitors are subsequently found to harbor t-SCNC. We have undertaken a longitudinal prospective biopsy (bx) study to clinically and molecularly characterize these pts. Methods: Eligible pts underwent an image-guided mCRPC bx at one of 5 WCDT centers. Tissue was both frozen and formalin fixed/paraffin embedded (FFPE). FFPE tissue was used for targeted next generation sequencing (NGS) and independent pathologic review by 3 pathologists. Frozen specimens underwent laser capture micro-dissection prior to RNA sequencing (seq). Machine learning was used to derive histology-specific expression signatures. Linear Discriminant Analysis (LDA) was applied to the RNA seq data from the first 131 bx using 3 observed histologic subtypes as labels to test for an intermediate subtype. Results: Of 391 mCRPC metastasis (53% bone, 26% node, 12% liver, 9% other soft tissue), 295(75%) yielded cancer. Overall, 89% of the bx contained a single histologic subtype: pure adeno in 156(53%); pure t-SCNC in 35(12%). A novel morphologically distinct subtype, IAC, with features of both tSCNC and adeno was seen in 72(24%). Samples comprised of two subtypes made up 32(11%) of all bx. Overall, 50(17%) of bx had a t-SCNC component. TP53 and/or RB1 loss of function variants were significantly more frequent in t-SCNC. NGS revealed no difference between adeno and IAC. LDA classified IAC as intermediate between adeno and t-SCNC 93% of the time, across 100 bootstrap replicates, significantly better than the 33% expected by chance (p <10−17). Conclusions: Nearly half of mCRPC bx exhibit non-adeno features with t-SCNC found in 17%. IAC is a reproducible mCRPC histologic subtype found in 24% of bx, with a gene expression signature that is intermediate to adeno and t-SCNC, and targeted NGS results similar to adeno. Understanding the role of IAC in disease evolution and resistance is critical for improving outcomes in mCRPC. Clinical trial information: NCT02432001.
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Affiliation(s)
- Eric Jay Small
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | | | | | | | | | - Adam Foye
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Matthew Rettig
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | | | - Robert Evan Reiter
- Institute of Urologic Oncology, University of California, Los Angeles, Los Angeles, CA
| | - Primo Lara
- University of California, Davis, Sacramento, CA
| | - Kim N. Chi
- BC Cancer and Vancouver Prostate Centre, Vancouver, BC, Canada
| | - Felix Y Feng
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
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16
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Kwon D, Zhang L, Foye A, Chen WS, Feng FY, Bailey A, Huang J, Quigley DA, Stuart J, Friedl V, Weinstein A, Beer TM, Alumkal JJ, Rettig M, Gleave M, Lara P, Li P, Lui A, Small EJ, Aggarwal RR. ADRB2 expression in progressive metastatic castration-resistant prostate cancer. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.6_suppl.145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
145 Background: The net oncogenic effect of the G protein-coupled receptor β2 adrenergic receptor ADRB2, which may induce neuroendocrine differentiation via cyclic AMP and protein kinase A and whose expression is epigenetically regulated by EZH2, is controversial. ADRB2 expression and associated clinical outcomes in metastatic castration-resistant prostate cancer (mCRPC) are unknown. Methods: This was a retrospective analysis of a cohort of men with mCRPC who were prospectively enrolled in the multi-center SU2C/PCF/AACR West Coast Prostate Cancer Dream Team study, in which biopsies of a metastatic site were obtained at disease progression. Specimens underwent laser capture microdissection and RNA-seq. ADRB2 expression was stratified by histology and transcriptional cluster based on prior unsupervised hierarchical transcriptome clustering, and correlated with EZH2 expression. ADRB2 expression (lowest quartile) was correlated with OS from time of biopsy by log rank test and a multivariable Cox proportional hazard model. Results: One-hundred and twenty-seven men with progressive mCRPC underwent metastatic biopsies and had sufficient tumor for RNA-seq. ADRB2 expression was lowest in the small cell-enriched transcriptional cluster (P<0.001), and correlated inversely with EZH2 expression (r=-0.28, P<0.01). Men with low ADRB2 expression had a shorter median OS than those with high (9.5 vs 18.9 mo, P=0.02). In multivariable analysis adjusting for small cell histology, performance status, LDH, and visceral metastases, high ADRB2 expression was associated with a trend towards longer OS (HR=0.65, 95% CI 0.41-1.02, P=0.06). Conclusions: Low ADRB2 expression is associated with worse OS in men with progressive mCRPC, and may be a means by which EZH2 confers resistance to antiandrogen therapy. Indirect ADRB2 stimulation with EZH2 inhibitors may improve outcomes. Validation in independent cohorts is necessary.
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Affiliation(s)
| | - Li Zhang
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Adam Foye
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Felix Y Feng
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | | | - David A. Quigley
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
| | | | | | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | | | - Matthew Rettig
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Primo Lara
- University of California, Davis, Sacramento, CA
| | - Patricia Li
- University of California San Francisco, San Francisco, CA
| | | | - Eric Jay Small
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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17
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Chen WS, Aggarwal R, Zhang L, Zhao SG, Thomas GV, Beer TM, Quigley DA, Foye A, Playdle D, Huang J, Lloyd P, Lu E, Sun D, Guan X, Rettig M, Gleave M, Evans CP, Youngren J, True L, Lara P, Kothari V, Xia Z, Chi KN, Reiter RE, Maher CA, Feng FY, Small EJ, Alumkal JJ. Genomic Drivers of Poor Prognosis and Enzalutamide Resistance in Metastatic Castration-resistant Prostate Cancer. Eur Urol 2019; 76:562-571. [PMID: 30928160 PMCID: PMC6764911 DOI: 10.1016/j.eururo.2019.03.020] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 03/13/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND Metastatic castration-resistant prostate cancer (mCRPC) is the lethal form of the disease. Several recent studies have identified genomic alterations in mCRPC, but the clinical implications of these genomic alterations have not been fully elucidated. OBJECTIVE To use whole-genome sequencing (WGS) to assess the association between key driver gene alterations and overall survival (OS), and to use whole-transcriptome RNA sequencing to identify genomic drivers of enzalutamide resistance. DESIGN, SETTING, AND PARTICIPANTS We performed survival analyses and gene set enrichment analysis (GSEA) on WGS and RNA sequencing results for a cohort of 101 mCRPC patients. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS OS was the clinical endpoint for all univariate and multivariable survival analyses. Candidate drivers of enzalutamide resistance were identified in an unbiased manner, and mutations of the top candidate were further assessed for enrichment among enzalutamide-resistant patients using Fisher's exact test. RESULTS AND LIMITATIONS Harboring two DNA alterations in RB1 was independently predictive of poor OS (median 14.1 vs 42.0mo; p=0.007) for men with mCRPC. GSEA identified the Wnt/β-catenin pathway as the top differentially modulated pathway among enzalutamide-resistant patients. Furthermore, β-catenin mutations were exclusive to enzalutamide-resistant patients (p=0.01) and independently predictive of poor OS (median 13.6 vs 41.7mo; p=0.025). CONCLUSIONS The presence of two RB1 DNA alterations identified in our WGS analysis was independently associated with poor OS among men with mCRPC. The Wnt/β-catenin pathway plays an important role in enzalutamide resistance, with differential pathway expression and enrichment of β-catenin mutations in enzalutamide-resistant patients. Moreover, β-catenin mutations were predictive of poor OS in our cohort. PATIENT SUMMARY We observed a correlation between genomic findings for biopsy samples from metastases from men with metastatic castration-resistant prostate cancer (mCRPC) and clinical outcomes. This work sheds new light on clinically relevant genomic alterations in mCRPC and provides a roadmap for the development of new personalized treatment regimens in mCRPC.
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Affiliation(s)
- William S Chen
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Yale School of Medicine, New Haven, CT, USA
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Li Zhang
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | | | - George V Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Denise Playdle
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Paul Lloyd
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Eric Lu
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Duanchen Sun
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Xiangnan Guan
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Matthew Rettig
- University of California Los Angeles, Los Angeles, CA, USA; VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | | | | | - Jack Youngren
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Primo Lara
- University of California Davis, Davis, CA, USA
| | - Vishal Kothari
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Zheng Xia
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Kim N Chi
- University of British Columbia, Vancouver, Canada
| | | | | | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Departments of Radiation Oncology and Urology, University of California San Francisco, San Francisco, CA, USA
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA; Department of Medicine, University of California San Francisco, San Francisco, CA, USA.
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
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18
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Rubio Romero G, Weinstein A, Friedl V, Foye A, Playdle D, Sabol A, Li P, Huang J, Feng FY, Stuart JM, Small EJ, Aggarwal RR. Clinical and genomic hallmarks of low PSA secretors in metastatic castration-resistant prostate cancer (mCRPC). J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.5051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
5051 Background: Metastatic disease burden out of proportion to low serum PSA level is frequently used as a clinical surrogate for the diagnosis of treatment-emergent small cell neuroendocrine prostate cancer (t-SCNC), although many t-SCNC patients (pts) have normal or elevated PSA levels. The clinical and genomic characteristics of mCRPC pts who are Low PSA Secretors have not been previously described. Methods: Eligible mCRPC patients (pts) underwent image-guided needle biopsy. Formalin-fixed paraffin embedded tissue was evaluated with targeted next-generation DNA sequencing. Fresh frozen tissue from the same metastatic tumor underwent RNA-seq. A validated AR transcriptional signature was applied. Low PSA Secretors were defined as pts with PSA < 5 ng/mL plus ≥ 6 metastases on conventional imaging at the time of tumor biopsy. Clinical and genomic characteristics were compared between low PSA Secretors and all other pts. Results: Of 89 evaluable pts, 9 (10%) were identified as Low PSA Secretors. There was no difference between Low PSA Secretors and all other pts in: serum PSA at diagnosis, frequency of Gleason ≥ 8 adenocarcinoma at diagnosis, and serum level of LDH, alkaline phosphatase, or hemoglobin at the time of biopsy. Lung and/or liver metastases were more common in low PSA secretors (67% vs. 33%, p = 0.04). There was no difference in serum level of LDH, alkaline phosphatase, or hemoglobin. Tumor biopsies from Low PSA Secretors were more likely to fall within a previously defined t-SCNC transcriptional cluster (80% vs. 6%, p < 0.001). RB1 loss or inactivating mutations appeared to be enriched in Low PSA Secretors (40% vs. 12%, p = 0.09); there was no difference in frequency of TP53 alterations between subgroups. AR transcriptional signature scores were lower in the Low PSA Secretor group (median score -3.63 vs. 0.66, p < 0.001). Conclusions: Low serum PSA levels in relation to metastatic tumor burden may be a reliable surrogate for the detection of mCRPC that harbors the transcriptional and genomic hallmarks of t-SCNC. Validation studies are warranted.
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Affiliation(s)
| | | | | | - Adam Foye
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Denise Playdle
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Patricia Li
- University of California San Francisco, San Francisco, CA
| | | | - Felix Y Feng
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Eric Jay Small
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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19
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Aggarwal RR, Quigley DA, Huang J, Zhang L, Beer TM, Rettig MB, Reiter RE, Gleave ME, Thomas GV, Foye A, Playdle D, Lloyd P, Chi KN, Evans CP, Lara PN, Feng FY, Alumkal JJ, Small EJ. Whole-Genome and Transcriptional Analysis of Treatment-Emergent Small-Cell Neuroendocrine Prostate Cancer Demonstrates Intraclass Heterogeneity. Mol Cancer Res 2019; 17:1235-1240. [PMID: 30918106 DOI: 10.1158/1541-7786.mcr-18-1101] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 12/09/2018] [Accepted: 03/22/2019] [Indexed: 11/16/2022]
Abstract
Therapeutic resistance in metastatic castration-resistant prostate cancer (mCRPC) can be accompanied by treatment-emergent small-cell neuroendocrine carcinoma (t-SCNC), a morphologically distinct subtype. We performed integrative whole-genome and -transcriptome analysis of mCRPC tumor biopsies including paired biopsies after progression, and multiple samples from the same individual. t-SCNC was significantly less likely to have amplification of AR or an intergenic AR-enhancer locus, and demonstrated lower expression of AR and its downstream transcriptional targets. Genomic and transcriptional hallmarks of t-SCNC included biallelic loss of RB1, elevated expression levels of CDKN2A and E2F1, and loss of expression of the AR and AR-responsive genes including TMPRSS2 and NKX3-1. We identified three tumors that converted from adenocarcinoma to t-SCNC and demonstrate spatial and temporal intrapatient heterogeneity of metastatic tumors harboring adenocarcinoma, t-SCNC, or mixed expression phenotypes, with implications for treatment strategies in which dual targeting of adenocarcinoma and t-SCNC phenotypes may be necessary. IMPLICATIONS: The t-SCNC phenotype is characterized by lack of AR enhancer gain and loss of RB1 function, and demonstrates both interindividual and intraindividual heterogeneity.Visual Overview: http://mcr.aacrjournals.org/content/molcanres/17/6/1235/F1.large.jpg.
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Affiliation(s)
- Rahul R Aggarwal
- University of California San Francisco, San Francisco, California.
| | - David A Quigley
- University of California San Francisco, San Francisco, California
| | | | - Li Zhang
- University of California San Francisco, San Francisco, California
| | - Tomasz M Beer
- Oregon Health & Science University, Portland, Oregon
| | | | - Rob E Reiter
- University of California Los Angeles, Los Angeles, California
| | - Martin E Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Adam Foye
- University of California San Francisco, San Francisco, California
| | - Denise Playdle
- University of California San Francisco, San Francisco, California
| | - Paul Lloyd
- University of California San Francisco, San Francisco, California
| | - Kim N Chi
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Primo N Lara
- University of California Davis, Davis, California
| | - Felix Y Feng
- University of California San Francisco, San Francisco, California
| | | | - Eric J Small
- University of California San Francisco, San Francisco, California
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20
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Chen WS, Aggarwal RR, Zhang L, Zhao S, Beer TM, Quigley DA, Foye A, Playdle D, Lloyd P, Rettig M, Gleave M, Evans CP, Lara P, Kothari V, Chi KN, Reiter RE, Maher C, Feng FY, Small EJ, Alumkal JJ. Genomic drivers of poor prognosis and enzalutamide resistance in metastatic castration-resistant prostate cancer. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.7_suppl.146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
146 Background: Metastatic castration-resistant prostate cancer (mCRPC) is the lethal form of the disease. Several recent efforts have identified genomic alterations in mCRPC, but the clinical implications of these alterations have not been fully elucidated. We conducted a prospective cohort study (n = 101) using whole genome sequencing (WGS) to analyze the association between key driver gene alterations and overall survival. We also performed whole-transcriptome RNA sequencing (RNA-seq) analyses to identify potential mechanisms of enzalutamide resistance in mCRPC. Methods: Metastasis biopsies were obtained in 101 mCRPC patients as part of the multi-institutional West Coast Prostate Cancer Dream Team project. Samples underwent WGS and RNA-seq. The resulting mutation, copy number, and structural variant calls were integrated to determine functional copy number status of candidate genes for downstream clinical analyses. We performed univariate and multivariable analyses to assess the prognostic significance of candidate genomic events with respect to overall survival. To nominate and investigate genomic pathways associated with enzalutamide resistance, we performed expression-based gene set enrichment analysis followed by cross-sectional enrichment and survival analyses related to the top nominated pathway. Results: RB1 loss was associated with poor overall survival (median 14.1 vs. 42.0 months, p < 0.001). When we compared enzalutamide resistant versus naïve samples using gene set enrichment analysis, we identified the Wnt/beta-catenin pathway as the top differentially expressed pathway in enzalutamide-resistant patients. Furthermore, CTNNB1 (beta-catenin) activating mutations were exclusive to enzalutamide-resistant patients (p = 0.013) and predictive of poor overall survival (median 13.6 vs. 41.7 months, p < 0.001). Conclusions: Impaired survival in mCRPC patients is associated with RB1 loss, identified by integrated genomic analysis of CRPC metastasis biopsies. Among men with mCRPC that was enzalutamide-resistant, the Wnt/beta-catenin pathway is nominated as an important predictive (and potentially therapeutic) pathway.
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Affiliation(s)
- William S. Chen
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Rahul Raj Aggarwal
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Li Zhang
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - David A Quigley
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Adam Foye
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Denise Playdle
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Paul Lloyd
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Matthew Rettig
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | - Primo Lara
- University of California, Davis, Sacramento, CA
| | - Vishal Kothari
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Kim N. Chi
- Department of Medical Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | | | - Christopher Maher
- Washington University School of Medicine in St. Louis, St. Louis, MO
| | - Felix Y Feng
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Eric Jay Small
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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21
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Quigley DA, Dang HX, Zhao SG, Lloyd P, Aggarwal R, Alumkal JJ, Foye A, Kothari V, Perry MD, Bailey AM, Playdle D, Barnard TJ, Zhang L, Zhang J, Youngren JF, Cieslik MP, Parolia A, Beer TM, Thomas G, Chi KN, Gleave M, Lack NA, Zoubeidi A, Reiter RE, Rettig MB, Witte O, Ryan CJ, Fong L, Kim W, Friedlander T, Chou J, Li H, Das R, Li H, Moussavi-Baygi R, Goodarzi H, Gilbert LA, Lara PN, Evans CP, Goldstein TC, Stuart JM, Tomlins SA, Spratt DE, Cheetham RK, Cheng DT, Farh K, Gehring JS, Hakenberg J, Liao A, Febbo PG, Shon J, Sickler B, Batzoglou S, Knudsen KE, He HH, Huang J, Wyatt AW, Dehm SM, Ashworth A, Chinnaiyan AM, Maher CA, Small EJ, Feng FY. Genomic Hallmarks and Structural Variation in Metastatic Prostate Cancer. Cell 2018; 174:758-769.e9. [PMID: 30033370 PMCID: PMC6425931 DOI: 10.1016/j.cell.2018.06.039] [Citation(s) in RCA: 377] [Impact Index Per Article: 62.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 06/11/2018] [Accepted: 06/21/2018] [Indexed: 01/01/2023]
Abstract
While mutations affecting protein-coding regions have been examined across many cancers, structural variants at the genome-wide level are still poorly defined. Through integrative deep whole-genome and -transcriptome analysis of 101 castration-resistant prostate cancer metastases (109X tumor/38X normal coverage), we identified structural variants altering critical regulators of tumorigenesis and progression not detectable by exome approaches. Notably, we observed amplification of an intergenic enhancer region 624 kb upstream of the androgen receptor (AR) in 81% of patients, correlating with increased AR expression. Tandem duplication hotspots also occur near MYC, in lncRNAs associated with post-translational MYC regulation. Classes of structural variations were linked to distinct DNA repair deficiencies, suggesting their etiology, including associations of CDK12 mutation with tandem duplications, TP53 inactivation with inverted rearrangements and chromothripsis, and BRCA2 inactivation with deletions. Together, these observations provide a comprehensive view of how structural variations affect critical regulators in metastatic prostate cancer.
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Affiliation(s)
- David A Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA; Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, USA
| | - Ha X Dang
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA; Department of Internal Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Shuang G Zhao
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Paul Lloyd
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Rahul Aggarwal
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Adam Foye
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Vishal Kothari
- Department of Radiation Oncology, UCSF, San Francisco, CA, USA
| | - Marc D Perry
- Department of Radiation Oncology, UCSF, San Francisco, CA, USA
| | - Adina M Bailey
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Denise Playdle
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | | | - Li Zhang
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Jin Zhang
- Cancer Biology Division, Department of Radiation Oncology, Washington University in St. Louis, MO USA; Institute for Informatics (I(2)), Washington University in St. Louis, MO
| | - Jack F Youngren
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Marcin P Cieslik
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | - Abhijit Parolia
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Ann Arbor, MI, USA
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - George Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA; Department of Pathology, Oregon Health and Science University, Portland, OR, USA
| | - Kim N Chi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada; British Columbia Cancer Agency, Vancouver Centre, Vancouver, BC, Canada
| | - Martin Gleave
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Nathan A Lack
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Amina Zoubeidi
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Robert E Reiter
- Jonsson Comprehensive Cancer Center, Department of Urology, UCLA, Los Angeles, CA, USA; VA Greater Los Angeles Healthcare System, Department of Medicine, Los Angeles, CA, USA
| | - Matthew B Rettig
- Jonsson Comprehensive Cancer Center, Department of Urology, UCLA, Los Angeles, CA, USA
| | - Owen Witte
- Department of Microbiology, Immunology, and Molecular Genetics at the David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | - Charles J Ryan
- Division of Hematology, Oncology, and Transplant, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Lawrence Fong
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Won Kim
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Terence Friedlander
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Jonathan Chou
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Haolong Li
- Department of Radiation Oncology, UCSF, San Francisco, CA, USA
| | - Rajdeep Das
- Department of Radiation Oncology, UCSF, San Francisco, CA, USA
| | - Hui Li
- Department of Radiation Oncology, UCSF, San Francisco, CA, USA
| | | | - Hani Goodarzi
- Department of Biophysics and Biochemistry, UCSF, San Francisco, CA, USA; Department of Urology, UCSF, San Francisco, CA, USA
| | - Luke A Gilbert
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA; Department of Urology, UCSF, San Francisco, CA, USA
| | - Primo N Lara
- Division of Hematology Oncology, Department of Internal Medicine, University of California Davis, Sacramento, CA, USA; Comprehensive Cancer Center, University of California Davis, Sacramento, CA, USA
| | - Christopher P Evans
- Comprehensive Cancer Center, University of California Davis, Sacramento, CA, USA; Department of Urologic Surgery, University of California Davis, Sacramento, CA, USA
| | - Theodore C Goldstein
- Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA; UC Sant Cruz Genome Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Joshua M Stuart
- UC Sant Cruz Genome Institute and Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Scott A Tomlins
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Daniel E Spratt
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | | | | | | | | | | | | | | | | | | | | | - Karen E Knudsen
- Department of Cancer Biology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Housheng H He
- Princess Margaret Cancer Centre/University Health Network, Toronto, ON, Canada
| | - Jiaoti Huang
- Department of Pathology, Duke University, Durham, NC, USA
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Scott M Dehm
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA; Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA; Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Arul M Chinnaiyan
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA; Michigan Center for Translational Pathology, Ann Arbor, MI, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA; Howard Hughes Medical Institute, University of Michigan Medical School, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA; Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Christopher A Maher
- McDonnell Genome Institute, Washington University in St. Louis, St. Louis, MO, USA; Department of Internal Medicine, Washington University in St. Louis, St. Louis, MO, USA.
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA; Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA.
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA; Division of Hematology and Oncology, Department of Medicine, UCSF, San Francisco, CA, USA; Department of Radiation Oncology, UCSF, San Francisco, CA, USA; Department of Urology, UCSF, San Francisco, CA, USA.
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Aggarwal R, Huang J, Alumkal JJ, Zhang L, Feng FY, Thomas GV, Weinstein AS, Friedl V, Zhang C, Witte ON, Lloyd P, Gleave M, Evans CP, Youngren J, Beer TM, Rettig M, Wong CK, True L, Foye A, Playdle D, Ryan CJ, Lara P, Chi KN, Uzunangelov V, Sokolov A, Newton Y, Beltran H, Demichelis F, Rubin MA, Stuart JM, Small EJ. Clinical and Genomic Characterization of Treatment-Emergent Small-Cell Neuroendocrine Prostate Cancer: A Multi-institutional Prospective Study. J Clin Oncol 2018; 36:2492-2503. [PMID: 29985747 DOI: 10.1200/jco.2017.77.6880] [Citation(s) in RCA: 434] [Impact Index Per Article: 72.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Purpose The prevalence and features of treatment-emergent small-cell neuroendocrine prostate cancer (t-SCNC) are not well characterized in the era of modern androgen receptor (AR)-targeting therapy. We sought to characterize the clinical and genomic features of t-SCNC in a multi-institutional prospective study. Methods Patients with progressive, metastatic castration-resistant prostate cancer (mCRPC) underwent metastatic tumor biopsy and were followed for survival. Metastatic biopsy specimens underwent independent, blinded pathology review along with RNA/DNA sequencing. Results A total of 202 consecutive patients were enrolled. One hundred forty-eight (73%) had prior disease progression on abiraterone and/or enzalutamide. The biopsy evaluable rate was 79%. The overall incidence of t-SCNC detection was 17%. AR amplification and protein expression were present in 67% and 75%, respectively, of t-SCNC biopsy specimens. t-SCNC was detected at similar proportions in bone, node, and visceral organ biopsy specimens. Genomic alterations in the DNA repair pathway were nearly mutually exclusive with t-SCNC differentiation ( P = .035). Detection of t-SCNC was associated with shortened overall survival among patients with prior AR-targeting therapy for mCRPC (hazard ratio, 2.02; 95% CI, 1.07 to 3.82). Unsupervised hierarchical clustering of the transcriptome identified a small-cell-like cluster that further enriched for adverse survival outcomes (hazard ratio, 3.00; 95% CI, 1.25 to 7.19). A t-SCNC transcriptional signature was developed and validated in multiple external data sets with > 90% accuracy. Multiple transcriptional regulators of t-SCNC were identified, including the pancreatic neuroendocrine marker PDX1. Conclusion t-SCNC is present in nearly one fifth of patients with mCRPC and is associated with shortened survival. The near-mutual exclusivity with DNA repair alterations suggests t-SCNC may be a distinct subset of mCRPC. Transcriptional profiling facilitates the identification of t-SCNC and novel therapeutic targets.
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Affiliation(s)
- Rahul Aggarwal
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Jiaoti Huang
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Joshi J Alumkal
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Li Zhang
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Felix Y Feng
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - George V Thomas
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Alana S Weinstein
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Verena Friedl
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Can Zhang
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Owen N Witte
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Paul Lloyd
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Martin Gleave
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Christopher P Evans
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Jack Youngren
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Tomasz M Beer
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Matthew Rettig
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Christopher K Wong
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Lawrence True
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Adam Foye
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Denise Playdle
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Charles J Ryan
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Primo Lara
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Kim N Chi
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Vlado Uzunangelov
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Artem Sokolov
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Yulia Newton
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Himisha Beltran
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Francesca Demichelis
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Mark A Rubin
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Joshua M Stuart
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
| | - Eric J Small
- Rahul Aggarwal, Li Zhang, Felix Y. Feng, Paul Lloyd, Jack Youngren, Adam Foye, Denise Playdle, Charles J. Ryan, and Eric J. Small, University of California San Francisco, San Francisco; Alana S. Weinstein, Verena Friedl, Can Zhang, Christopher K. Wong, Vlado Uzunangelov, Artem Sokolov, Yulia Newton, and Joshua M. Stuart, University of California Santa Cruz, Santa Cruz; Owen N. Witte and Matthew Rettig, University of California Los Angeles, Los Angeles; Christopher P. Evans and Primo Lara, University of California Davis, Davis, CA; Jiaoti Huang, Duke University, Durham, NC; Joshi J. Alumkal, George V. Thomas, and Tomasz M. Beer, Oregon Health Sciences University, Portland, OR; Martin Gleave and Kim N. Chi, University of British Columbia, Vancouver, British Columbia, Canada; Lawrence True, University of Washington, Seattle, WA; Himisha Beltran and Mark A. Rubin, Weill Cornell Medicine, New York, NY; and Francesca Demichelis, University of Trento, Trento, Italy
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Aggarwal RR, Lloyd P, Huang J, Beer TM, Zhang L, Thomas GV, True LD, Alumkal JJ, Friedl V, Weinstein A, Reiter RE, Rettig M, Lara P, Gleave M, Foye A, Playdle D, Feng FY, Chi KN, Stuart J, Small EJ. DNA repair mutations and treatment-emergent small cell neuroendocrine prostate cancer (t-SCNC) as hallmarks of distinct subgroups of metastatic castration resistant prostate cancer (mCRPC): Data from the West Coast Prostate Cancer Dream Team. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.5039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Rahul Raj Aggarwal
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Paul Lloyd
- University of California San Francisco, San Francisco, CA
| | | | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Li Zhang
- University of California San Francisco, San Francisco, CA
| | | | | | | | | | | | | | - Matthew Rettig
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Primo Lara
- University of California, Davis, Sacramento, CA
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Adam Foye
- University of California San Francisco, San Francisco, CA
| | - Denise Playdle
- University of California San Francisco, San Francisco, CA
| | - Felix Y Feng
- University of California San Francisco, San Francisco, CA
| | - Kim N. Chi
- British Columbia Cancer Agency - Vancouver Centre, Vancouver, BC, Canada
| | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
| | - Eric Jay Small
- University of California San Francisco, San Francisco, CA
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Aggarwal RR, Zhang L, Beer TM, Youngren J, Stromlund A, Bell A, Foye A, Playdle D, Alumkal JJ, Reiter RE, Gleave M, Evans CP, Thomas GV, Huang J, True LD, Rettig M, Lara P, Chi KN, Small EJ. Serum neuroendocrine (NE) markers and clinical characteristics of treatment-emergent small cell neuroendocrine prostate cancer (t-SCNC) in men with metastatic castration resistant prostate cancer (mCRPC): Data from the West Coast Prostate Cancer Dream Team. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.6_suppl.278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
278 Background: Detection of t-SCNC in mCRPC patients relies primarily on histopathologic evaluation (Histo) of a metastatic tumor biopsy (bx), likely leading to underdiagnosis. The clinical features of t-SCNC and the diagnostic utility of serum NE markers (neuron-specific enolase (NSE) and chromogranin (CGA)) were evaluated. Methods: Eligible patients (pts) underwent a metastatic bx at one of 5 centers. Histo was performed by 3 independent pathologists (JH, GT, LT). NE markers were evaluated in a central lab (lower limit = 1 ng/mL). Kruskal-Wallis and chi-square test were used to compare continuous and categorical variables, respectively. Receiver-operative-curve (ROC) analysis of serum NE markers was undertaken. Results: 160 consecutive pts with available Histo and NE markers were included. t-SCNC was found in 27 pts (17%). Detection of t-SCNC was observed in all bx sites, including liver (14%), lymph node (19%) and bone (14%). Clinical features are shown in the Table. By ROC analysis, if both serum NSE was > 6.05 ng/mL and chromogranin was > 3.1 ng/mL, the sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV) for the detection of t-SCNC were 95%, 50%, 98%, and 22%, respectively. Conclusions: Many of the classic features of de novo SCNC, including low PSA levels, do not reliably distinguish t-SCNC. In contrast, serum NE markers have diagnostic utility with high sensitivity and NPV, but low specificity and PPV. Heterogeneous NE differentiation may partially account for these findings. Clinical trial information: NCT02432001. [Table: see text]
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Affiliation(s)
- Rahul Raj Aggarwal
- UC San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Li Zhang
- University of California San Francisco, San Francisco, CA
| | - Tomasz M. Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR
| | - Jack Youngren
- University of California San Francisco, San Francisco, CA
| | | | - Alexander Bell
- University of California San Francisco, San Francisco, CA
| | - Adam Foye
- University of California San Francisco, San Francisco, CA
| | - Denise Playdle
- University of California San Francisco, San Francisco, CA
| | | | | | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | | | | | | | - Matthew Rettig
- UCLA Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Primo Lara
- University of California Davis, Sacramento, CA
| | | | - Eric Jay Small
- University of California San Francisco, San Francisco, CA
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25
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Wyatt AW, Annala M, Aggarwal R, Beja K, Feng F, Youngren J, Foye A, Lloyd P, Nykter M, Beer TM, Alumkal JJ, Thomas GV, Reiter RE, Rettig MB, Evans CP, Gao AC, Chi KN, Small EJ, Gleave ME. Concordance of Circulating Tumor DNA and Matched Metastatic Tissue Biopsy in Prostate Cancer. J Natl Cancer Inst 2017; 109:3902934. [PMID: 29206995 DOI: 10.1093/jnci/djx118] [Citation(s) in RCA: 256] [Impact Index Per Article: 36.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 05/05/2017] [Indexed: 12/14/2022] Open
Abstract
Background Real-time knowledge of the somatic genome can influence management of patients with metastatic castration-resistant prostate cancer (mCRPC). While routine metastatic tissue biopsy is challenging in mCRPC, plasma circulating tumor DNA (ctDNA) has emerged as a minimally invasive tool to sample the tumor genome. However, no systematic comparisons of matched "liquid" and "solid" biopsies have been performed that would enable ctDNA profiling to replace the need for direct tissue sampling. Methods We performed targeted sequencing across 72 clinically relevant genes in 45 plasma cell-free DNA (cfDNA) samples collected at time of metastatic tissue biopsy. We compared ctDNA alterations with exome sequencing data generated from matched tissue and quantified the concordance of mutations and copy number alterations using the Fisher exact test and Pearson correlations. Results Seventy-five point six percent of cfDNA samples had a ctDNA proportion greater than 2% of total cfDNA. In these patients, all somatic mutations identified in matched metastatic tissue biopsies were concurrently present in ctDNA. Furthermore, the hierarchy of variant allele fractions for shared mutations was remarkably similar between ctDNA and tissue. Copy number profiles between matched liquid and solid biopsy were highly correlated, and individual copy number calls in clinically actionable genes were 88.9% concordant. Detected alterations included AR amplifications in 22 (64.7%) samples, SPOP mutations in three (8.8%) samples, and inactivating alterations in tumor suppressors TP53 , PTEN , RB1 , APC , CDKN1B , BRCA2 , and PIK3R1 . In several patients, ctDNA sequencing revealed robust changes not present in paired solid biopsy, including clinically relevant alterations in the AR, WNT, and PI3K pathways. Conclusions Our study shows that, in the majority of patients, a ctDNA assay is sufficient to identify all driver DNA alterations present in matched metastatic tissue and supports development of DNA biomarkers to guide mCRPC patient management based on ctDNA alone.
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Affiliation(s)
- Alexander W Wyatt
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Matti Annala
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Rahul Aggarwal
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Kevin Beja
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Felix Feng
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Jack Youngren
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Adam Foye
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Paul Lloyd
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Matti Nykter
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Tomasz M Beer
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Joshi J Alumkal
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - George V Thomas
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Robert E Reiter
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Matthew B Rettig
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Christopher P Evans
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Allen C Gao
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Kim N Chi
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Eric J Small
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Martin E Gleave
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada; Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland; Department of Medicine and Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA; Oregon Health and Science University (OHSU) Knight Cancer Institute, Portland, OR; Department of Urology, University of California, Davis, School of Medicine, Sacremento, CA; Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
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Quigley D, Alumkal JJ, Wyatt AW, Kothari V, Foye A, Lloyd P, Aggarwal R, Kim W, Lu E, Schwartzman J, Beja K, Annala M, Das R, Diolaiti M, Pritchard C, Thomas G, Tomlins S, Knudsen K, Lord CJ, Ryan C, Youngren J, Beer TM, Ashworth A, Small EJ, Feng FY. Analysis of Circulating Cell-Free DNA Identifies Multiclonal Heterogeneity of BRCA2 Reversion Mutations Associated with Resistance to PARP Inhibitors. Cancer Discov 2017; 7:999-1005. [PMID: 28450426 PMCID: PMC5581695 DOI: 10.1158/2159-8290.cd-17-0146] [Citation(s) in RCA: 205] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 03/22/2017] [Accepted: 04/26/2017] [Indexed: 12/12/2022]
Abstract
Approximately 20% of metastatic prostate cancers harbor mutations in genes required for DNA repair by homologous recombination repair (HRR) such as BRCA2 HRR defects confer synthetic lethality to PARP inhibitors (PARPi) such as olaparib and talazoparib. In ovarian or breast cancers, olaparib resistance has been associated with HRR restoration, including by BRCA2 mutation reversion. Whether similar mechanisms operate in prostate cancer, and could be detected in liquid biopsies, is unclear. Here, we identify BRCA2 reversion mutations associated with olaparib and talazoparib resistance in patients with prostate cancer. Analysis of circulating cell-free DNA (cfDNA) reveals reversion mutation heterogeneity not discernable from a single solid-tumor biopsy and potentially allows monitoring for the emergence of PARPi resistance.Significance: The mechanisms of clinical resistance to PARPi in DNA repair-deficient prostate cancer have not been described. Here, we show BRCA2 reversion mutations in patients with prostate cancer with metastatic disease who developed resistance to talazoparib and olaparib. Furthermore, we show that PARPi resistance is highly multiclonal and that cfDNA allows monitoring for PARPi resistance. Cancer Discov; 7(9); 999-1005. ©2017 AACR.See related commentary by Domchek, p. 937See related article by Kondrashova et al., p. 984See related article by Goodall et al., p. 1006This article is highlighted in the In This Issue feature, p. 920.
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Affiliation(s)
- David Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, California
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, Oregon
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada
| | - Vishal Kothari
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Department of Radiation Oncology, UCSF, San Francisco, California
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Paul Lloyd
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Won Kim
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Eric Lu
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Jacob Schwartzman
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Kevin Beja
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada
| | - Matti Annala
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada
- Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland
| | - Rajdeep Das
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Department of Radiation Oncology, UCSF, San Francisco, California
| | - Morgan Diolaiti
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
| | - Colin Pritchard
- Department of Laboratory Medicine, University of Washington, Seattle, Washington
| | - George Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
- Department of Pathology, Oregon Health & Science University, Portland, Oregon
| | - Scott Tomlins
- Department of Pathology, University of Michigan School of Medicine, Ann Arbor, Michigan
| | - Karen Knudsen
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Christopher J Lord
- The CRUK Gene Function Laboratory and Breast Cancer Now Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Charles Ryan
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Jack Youngren
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.
- Department of Medicine, UCSF, San Francisco, California
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.
- Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.
- Department of Radiation Oncology, UCSF, San Francisco, California
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27
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Holmes MG, Foss E, Joseph G, Foye A, Beckett B, Motamedi D, Youngren J, Thomas GV, Huang J, Aggarwal R, Alumkal JJ, Beer TM, Small EJ, Link TM. CT-Guided Bone Biopsies in Metastatic Castration-Resistant Prostate Cancer: Factors Predictive of Maximum Tumor Yield. J Vasc Interv Radiol 2017; 28:1073-1081.e1. [PMID: 28549709 DOI: 10.1016/j.jvir.2017.04.019] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 04/10/2017] [Accepted: 04/21/2017] [Indexed: 01/01/2023] Open
Abstract
PURPOSE To evaluate the success rate of CT-guided bone biopsies in metastatic castration-resistant prostate cancer (mCRPC) and to investigate associated technical, imaging, and clinical parameters affecting diagnostic yields. MATERIALS AND METHODS Eighty CT-guided bone biopsy specimens were obtained from 72 men (median age, 68 y; range, 49-89 y) enrolled in a multicenter trial to identify mechanisms of resistance in mCRPC. Successful biopsy was determined by histologic confirmation of tumor cells and successful isolation of RNA for molecular analysis. RESULTS The overall success rate of CT-guided bone biopsies was 69% (55/80) based on histology and 64% (35/55) based on isolation of molecular material for RNA sequencing. Biopsies performed in lesions with areas of radiolucency had significantly higher diagnostic yields compared with lesions of predominantly dense sclerosis (95% vs 33%; P = .002) and lesions of predominantly subtle sclerosis (95% vs 65%; P = .04). Success rates increased in lesions with density ≤ 475 HU (79% for ≤ 475 HU vs 33% for > 475 HU; P = .001) and in lesions with ill-defined margins (76% for ill-defined margins vs 36% for well-circumscribed margins; P = .005). Alkaline phosphatase was the only clinical parameter to correlate significantly with diagnostic yield (83% for > 110 U/L vs 50% for ≤ 110 U/L; P = .001). CONCLUSIONS Image-guided bone tumor biopsies can be successfully used to acquire cellular and molecular material for analyses in patients with osteoblastic prostate cancer metastases. Diagnostic yields are significantly increased in lesions with areas of radiolucency, density ≤ 475 HU, ill-defined margins, and interval growth and in patients with alkaline phosphatase > 110 U/L.
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Affiliation(s)
- Michael G Holmes
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628.
| | - Erik Foss
- Department of Diagnostic Radiology, Oregon Health & Science University, Portland, Oregon
| | - Gabby Joseph
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - Adam Foye
- Department of Medicine, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628; UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - Brooke Beckett
- Department of Diagnostic Radiology, Oregon Health & Science University, Portland, Oregon
| | - Daria Motamedi
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - Jack Youngren
- Department of Medicine, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628; UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - George V Thomas
- Department of Pathology, Oregon Health & Science University, Portland, Oregon; OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Jiaoti Huang
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Rahul Aggarwal
- Department of Medicine, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628; UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - Joshi J Alumkal
- Department of Medicine, Oregon Health & Science University, Portland, Oregon; OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Tomasz M Beer
- Department of Medicine, Oregon Health & Science University, Portland, Oregon; OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Eric J Small
- Department of Medicine, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628; UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
| | - Thomas M Link
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, 513 Parnassus Avenue, S-261, San Francisco, CA 94143-0628
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28
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Quigley D, Alumkal JJ, Wyatt AW, Kothari V, Foye A, Lloyd P, Aggarwal R, Kim W, Lu E, Schwartzman J, Beja K, Annala M, Das R, Diolaiti M, Pritchard C, Thomas G, Tomlins S, Knudsen K, Lord CJ, Ryan C, Youngren J, Beer TM, Ashworth A, Small EJ, Feng FY. Analysis of Circulating Cell-Free DNA Identifies Multiclonal Heterogeneity of BRCA2 Reversion Mutations Associated with Resistance to PARP Inhibitors. Cancer Discov 2017. [PMID: 28450426 DOI: 10.1158/2159-8290.cd-17-0146] [] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Approximately 20% of metastatic prostate cancers harbor mutations in genes required for DNA repair by homologous recombination repair (HRR) such as BRCA2 HRR defects confer synthetic lethality to PARP inhibitors (PARPi) such as olaparib and talazoparib. In ovarian or breast cancers, olaparib resistance has been associated with HRR restoration, including by BRCA2 mutation reversion. Whether similar mechanisms operate in prostate cancer, and could be detected in liquid biopsies, is unclear. Here, we identify BRCA2 reversion mutations associated with olaparib and talazoparib resistance in patients with prostate cancer. Analysis of circulating cell-free DNA (cfDNA) reveals reversion mutation heterogeneity not discernable from a single solid-tumor biopsy and potentially allows monitoring for the emergence of PARPi resistance.Significance: The mechanisms of clinical resistance to PARPi in DNA repair-deficient prostate cancer have not been described. Here, we show BRCA2 reversion mutations in patients with prostate cancer with metastatic disease who developed resistance to talazoparib and olaparib. Furthermore, we show that PARPi resistance is highly multiclonal and that cfDNA allows monitoring for PARPi resistance. Cancer Discov; 7(9); 999-1005. ©2017 AACR.See related commentary by Domchek, p. 937See related article by Kondrashova et al., p. 984See related article by Goodall et al., p. 1006This article is highlighted in the In This Issue feature, p. 920.
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Affiliation(s)
- David Quigley
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Department of Epidemiology and Biostatistics, UCSF, San Francisco, California
| | - Joshi J Alumkal
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.,Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, Oregon
| | - Alexander W Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada
| | - Vishal Kothari
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Department of Radiation Oncology, UCSF, San Francisco, California
| | - Adam Foye
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Paul Lloyd
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Rahul Aggarwal
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Won Kim
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Eric Lu
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Jacob Schwartzman
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Kevin Beja
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada
| | - Matti Annala
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, British Columbia, Canada.,Institute of Biosciences and Medical Technology, University of Tampere, Tampere, Finland
| | - Rajdeep Das
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Department of Radiation Oncology, UCSF, San Francisco, California
| | - Morgan Diolaiti
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California
| | - Colin Pritchard
- Department of Laboratory Medicine, University of Washington, Seattle, Washington
| | - George Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.,Department of Pathology, Oregon Health & Science University, Portland, Oregon
| | - Scott Tomlins
- Department of Pathology, University of Michigan School of Medicine, Ann Arbor, Michigan
| | - Karen Knudsen
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Christopher J Lord
- The CRUK Gene Function Laboratory and Breast Cancer Now Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Charles Ryan
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Jack Youngren
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California.,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Tomasz M Beer
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California. .,Department of Medicine, UCSF, San Francisco, California
| | - Eric J Small
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California. .,Division of Hematology and Oncology, UCSF, San Francisco, California
| | - Felix Y Feng
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, California. .,Department of Radiation Oncology, UCSF, San Francisco, California
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Premasekharan G, Gilbert E, Okimoto RA, Hamirani A, Lindquist KJ, Ngo VT, Roy R, Hough J, Edwards M, Paz R, Foye A, Sood R, Copren KA, Gubens M, Small EJ, Bivona TG, Collisson EA, Friedlander TW, Paris PL. An improved CTC isolation scheme for pairing with downstream genomics: Demonstrating clinical utility in metastatic prostate, lung and pancreatic cancer. Cancer Lett 2016; 380:144-52. [PMID: 27343980 DOI: 10.1016/j.canlet.2016.06.017] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 06/16/2016] [Accepted: 06/17/2016] [Indexed: 12/29/2022]
Abstract
Improvements in technologies to yield purer circulating tumor cells (CTCs) will enable a broader range of clinical applications. We have previously demonstrated the use of a commercially available cell-adhesion matrix (CAM) assay to capture invasive CTCs (iCTCs). To improve the purity of the isolated iCTCs, here we used fluorescence-activated cell sorting (FACS) in combination with the CAM assay (CAM + FACS). Our results showed an increase of median purity from the CAM assay to CAM + FACS for the spiked-in cell lines and patient samples analyzed from three different metastatic cancer types: castration resistant prostate cancer (mCRPC), non-small cell lung cancer (mNSCLC) and pancreatic ductal adenocarcinoma cancer (mPDAC). Copy number profiles for spiked-in mCRPC cell line and mCRPC patient iCTCs were similar to expected mCRPC profiles and a matched biopsy. A somatic epidermal growth factor receptor (EGFR) mutation specific to mNSCLC was observed in the iCTCs recovered from EGFR(+) mNSCLC cell lines and patient samples. Next-generation sequencing (NGS) of spiked-in pancreatic cancer cell line and mPDAC patient iCTCs showed mPDAC common mutations. CAM + FACS iCTC enrichment enables multiple downstream genomic characterizations across different tumor types.
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Affiliation(s)
- Gayatri Premasekharan
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Elizabeth Gilbert
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Ross A Okimoto
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Ashiya Hamirani
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Karla J Lindquist
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Vy T Ngo
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Ritu Roy
- Computational Biology Core, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Jeffrey Hough
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Matthew Edwards
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Rosa Paz
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Adam Foye
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Riddhi Sood
- Genome Analysis Core, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Kirsten A Copren
- Genome Analysis Core, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Matthew Gubens
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Eric J Small
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Trever G Bivona
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Eric A Collisson
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Terence W Friedlander
- Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Pamela L Paris
- Department of Urology, University of California, San Francisco (UCSF), San Francisco, CA, USA; Division of Hematology & Oncology, University of California, San Francisco (UCSF), San Francisco, CA, USA.
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30
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Small EJ, Aggarwal RR, Huang J, Sokolov A, Zhang L, Alumkal JJ, Youngren J, Ryan CJ, Foye A, Reiter RE, Evans CP, Gleave M, Witte O, Stuart J, Goldstein TC, Thomas GV, True LD, Beltran H, Rubin MA, Beer TM. Clinical and genomic characterization of metastatic small cell/neuroendocrine prostate cancer (SCNC) and intermediate atypical prostate cancer (IAC): Results from the SU2C/PCF/AACRWest Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.5019] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Eric Jay Small
- University of California, San Francisco, San Francisco, CA
| | | | | | - Artem Sokolov
- University of California, Santa Cruz, Santa Cruz, CA
| | - Li Zhang
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | - Charles J. Ryan
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, San Francisco, CA
| | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | | | | | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
| | - Theodore C. Goldstein
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | - George V. Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | | | | | - Tomasz M. Beer
- Oregon Health & Science University Knight Cancer Institute, Portland, OR
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31
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Aggarwal RR, Youngren J, Sokolov A, Huang J, Thomas GV, True LD, Foye A, Alumkal JJ, Ryan CJ, Beer TM, Evans CP, Gleave M, Rettig M, Stuart JM, Lara P, Goldstein TC, Zhang L, Reiter RE, Chi KN, Small EJ. Persistence of AR signaling in small cell neuroendocrine prostate cancer (SCNC) and intermediate atypical carcinoma (IAC): Results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.5045] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | - Artem Sokolov
- University of California, Santa Cruz, Santa Cruz, CA
| | | | - George V. Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | | | - Charles J. Ryan
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, San Francisco, CA
| | - Tomasz M. Beer
- Oregon Health & Science University Knight Cancer Institute, Portland, OR
| | | | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | - Primo Lara
- University of California, Davis, Sacramento, CA
| | - Theodore C. Goldstein
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | - Li Zhang
- University of California San Francisco, Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | | | - Kim N. Chi
- British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Eric Jay Small
- University of California, San Francisco, San Francisco, CA
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32
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Aggarwal RR, Youngren J, Sokolov A, Huang J, Thomas G, Foye A, Alumkal JJ, Ryan CJ, Beer TM, Evans CP, Gleave M, Rettig M, Small EJ. Persistence of androgen receptor (AR) expression in patients (pts) with small cell prostate cancer (SCPC): Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.2_suppl.288] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
288 Background: Historically, SCPC has been regarded as an AR-null subtype observed in ~ 1% of pts. In castration-resistant metastatic biopsies, we have observed a higher frequency of SCPC (~ 15%), associated with shortened survival. We sought to contrast AR signaling between adenocarcinoma and SCPC. Methods: Pts underwent a metastatic tumor biopsy of bone or soft tissue. Formalin fixed, paraffin-embedded tissue underwent pathologic review, fluorescence in situ hybridization (FISH) for assessment of AR amplification, and assessment of AR expression by immunohistochemistry (IHC). A novel AR transcriptional signature was applied to RNA sequencing data from frozen tissue. AR-V7 transcripts in biopsy tissue were quantified and compared to AR-full length (AR-FL) expression. Results: Overall, 70 of 114 biopsies were AR amplified by FISH (61%). AR amplification was seen in similar proportions of adenocarcinoma (53%) and small cell tumors (54%) (p = ns). AR expression by IHC was observed in 27/32 (84%) and 5/6 (83%) of evaluable adenocarcinoma and SCPC biopsies, respectively (p = ns). AR was localized to nucleus in 85% of biopsies and did not differ by histology. AR-V7 splice variants were detected in all evaluable biopsies. Neither the absolute AR-FL expression level nor the ratio of AR-V7/AR-FL differed by histology. AR transcriptional signature scores were lower in SCPC versus adenocarcinoma (p = 0.029); scores were not correlated with AR-V7/AR-FL transcript ratio (r = 0.16). Of the 5 pts with SCPC identified on biopsy subsequently treated with abiraterone or enzalutamide, 3 achieved PSA declines > 50%. Conclusions: Contrary to the classical description of SCPC as an AR-null phenotype, the majority of metastatic SCPC biopsies were positive for AR amplification and expression, reflecting their likely clonal origin from adenocarcinoma. AR transcriptional activity was lower in SCPC, potentially related to epigenetic or post-translational modulation of AR activity upon transdifferentiation from adenocarcinoma to SCPC. As novel therapeutic targets are identified in SCPC, continued co-targeting of the AR may be warranted.
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Affiliation(s)
| | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | - Artem Sokolov
- University of California, Santa Cruz, Santa Cruz, CA
| | - Jiaoti Huang
- Institute of Pathology and Laboratory Medicine, UCLA, Los Angeles, CA
| | - George Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | | | - Charles J. Ryan
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA
| | - Tomasz M. Beer
- Oregon Health & Science University Knight Cancer Institute, Portland, OR
| | | | | | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | - Eric Jay Small
- University of California, San Francisco, San Francisco, CA
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Small EJ, Huang J, Youngren J, Sokolov A, Aggarwal RR, Thomas G, True LD, Zhang L, Foye A, Alumkal JJ, Ryan CJ, Rettig M, Evans CP, Gleave ME, Baertsch R, Stuart J, Reiter RE, Lara P, Chi KN, Beer TM. Characterization of neuroendocrine prostate cancer (NEPC) in patients with metastatic castration resistant prostate cancer (mCRPC) resistant to abiraterone (Abi) or enzalutamide (Enz): Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.5003] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - Jiaoti Huang
- Institute of Pathology and Laboratory Medicine, UCLA, Los Angeles, CA
| | | | | | | | - George Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | - Li Zhang
- UC San Francisco, San Francisco, CA
| | | | | | - Charles J. Ryan
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA
| | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | | | | | | | | | - Primo Lara
- UC Davis Comprehensive Cancer Center, Sacramento, CA
| | | | - Tomasz M. Beer
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
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Aggarwal RR, Thomas G, Youngren J, Foye A, Olson S, Paris P, Beer TM, Ryan CJ, Witte O, Evans CP, Gleave ME, Stuart J, Alumkal JJ, Toschi A, Zona N, Reiter RE, Lara P, Chi KN, Small EJ. Androgen receptor (AR) amplification in patients (pts) with metastatic castration resistant prostate cancer (mCRPC) resistant to abiraterone (Abi) and enzalutamide (Enz): Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.5068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - George Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | | | - Susan Olson
- Oregon Health & Science University, Portland, OR
| | | | - Tomasz M. Beer
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | - Charles J. Ryan
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA
| | | | | | | | | | | | | | | | | | - Primo Lara
- UC Davis Comprehensive Cancer Center, Sacramento, CA
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Bivol A, Baertsch R, Sokolov A, Paull E, Newton Y, Goldstein TC, Foye A, Pourmand N, Youngren J, Parulkar R, Lopez A, de Vere White R, Alumkal JJ, Toschi A, Beer TM, Evans CP, Gleave ME, Witte O, Small EJ, Stuart JM. Pathway-based signature analysis of RNA-seq data to reveal new targetable avenues for metastatic castration-resistant prostate cancer (mCRPC) patients (pts): Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.11078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Adrian Bivol
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | | | - Artem Sokolov
- University of California, Santa Cruz, Santa Cruz, CA
| | - Evan Paull
- University of California, Santa Cruz, Santa Cruz, CA
| | - Yulia Newton
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | - Theodore C. Goldstein
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | | | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | | | - Asis Lopez
- University of California, Santa Cruz, Santa Cruz, CA
| | | | - Joshi J. Alumkal
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | - Tomasz M. Beer
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | | | - Owen Witte
- University of California, Los Angeles, Los Angeles, CA
| | - Eric Jay Small
- University of California, San Francisco, San Francisco, CA
| | - Joshua M. Stuart
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
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Small EJ, Youngren J, Thomas G, Olson S, Toschi A, Foye A, Alumkal JJ, Rettig M, Gleave ME, Evans CP, Stuart J, Ryan CJ, Reiter RE, Chi KN, Lara P, Beer TM. Androgen receptor (AR) amplification in patients with metastatic castration-resistant prostate cancer (mCRPC) refractory to therapy with abiraterone acetate or enzalutamide: Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.5020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Eric Jay Small
- University of California, San Francisco, San Francisco, CA
| | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | - George Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | - Susan Olson
- Oregon Health & Science University, Portland, OR
| | | | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | - Joshi J. Alumkal
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | | | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
| | | | | | - Kim N. Chi
- BC Cancer Agency, Vancouver Cancer Centre, Vancouver, BC, Canada
| | - Primo Lara
- University of California, Davis Medical Center, Sacramento, CA
| | - Tomasz M. Beer
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
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Thomas G, Youngren J, Ryan CJ, Beer TM, Gleave ME, Evans CP, Stuart J, Rettig M, Toschi A, Foye A, Alumkal JJ, Corless CL, Neff T, Baertsch R, Huang J, Chi KN, Lam KS, Goldstein TC, Witte O, Small EJ. Molecular profiling of metastatic castration-resistant prostate cancer (mCRPC): Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.5088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- George Thomas
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | | | - Tomasz M. Beer
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | | | - Josh Stuart
- University of California, Santa Cruz, Santa Cruz, CA
| | - Matthew Rettig
- UCLA's Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | - Joshi J. Alumkal
- Oregon Health & Science University, OHSU Knight Cancer Institute, Portland, OR
| | | | - Tanaya Neff
- Knight Diagnostic Laboratories, Oregon Health & Science University, Portland, OR
| | | | - Jiaoti Huang
- Institute of Pathology and Laboratory Medicine, UCLA, Los Angeles, CA
| | - Kim N. Chi
- BC Cancer Agency, Vancouver Cancer Centre, Vancouver, BC, Canada
| | - Kit S. Lam
- UC Davis Comprehensive Cancer Center, Sacramento, CA
| | - Theodore C. Goldstein
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | - Owen Witte
- University of California, Los Angeles, Los Angeles, CA
| | - Eric Jay Small
- University of California, San Francisco, San Francisco, CA
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Small EJ, Youngren J, Beer TM, Ryan CJ, Thomas G, Pourmand N, Reiter RE, Alumkal JJ, Stuart JM, Evans CP, Gleave ME, Chi KN, Toschi A, Foye A, Lara P, Witte O. The molecular and pathway characterization of patients with metastatic castration resistant prostate cancer (mCRPC) refractory to therapy with abiraterone acetate or enzalutamide: Preliminary results from the SU2C/PCF/AACR West Coast Prostate Cancer Dream Team (WCDT). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.4_suppl.79] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
79 Background: Progressive metastatic castration resistant prostate cancer (mCRPC) has historically been challenging to biopsy and characterize on a molecular basis because of its bone tropism. Since mechanisms of resistance to androgen signaling inhibitors such as enzalutamide or abiraterone are not fully understood, both an unbiased and a targeted assessment of the molecular landscape of these patients is required. Methods: Patients (pts) with mCRPC undergo biopsy at one of five West Coast Prostate Cancer Dream Team (WCDT) clinical sites, using a uniform biopsy protocol, following central radiologic review. Tissue is both frozen, and formalin fixed/paraffin embedded (FFPE). Frozen tissue undergoes laser capture microdissection (LCM) for RNA seq, DNA seq, and array comparative genomic hybridization (aCGH). An RNA seq process was developed that allows using extremely small quantities of RNA (approximately 1 ng). FFPE tissue undergoes a CLIA-certified assessment of a 37-gene mutational panel, FISH for AR, and IHC for PTEN. Peripheral blood is collected for miRNA, immune responses, and CTC analysis including aCGH. Pathway assessment integrating clinical, RNA seq, DNA seq, aCGH data is undertaken using PARADIGM analysis. Results: Thirty six of 300 planned mCRPC pts have undergone a metastasis biopsy: 17 from bone, eight from liver, one from lung, and 10 from distant lymph nodes. Tumor is present in around 75% of the frozen specimens. To date, LCM has been undertaken in 11 samples, with RNA seq done in six, DNA whole exome seq in one, aCGH in four. FFPE tissue has been evaluated by mutational panel sequencing (n=9), FISH for AR (n=11), and IHC for PTEN (n=13). CTC have been isolated in 33 pts. aCGH has been successfully undertaken in paired CTC and biopsy specimens. Expression data from patients with full RNA sequencing have been analyzed by PARADIGM, with top disrupted pathways identified. Conclusions: Biopsies of mCRPC, including from bony sites, can be undertaken and used for molecular and pathway analysis. Sufficient tissue for unbiased and targeted assessment can be obtained. Linkage of results from these studies to the clinical characteristics of these patients will reveal important insights into mechanisms of resistance.
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Affiliation(s)
- Eric Jay Small
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - Jack Youngren
- University of California, San Francisco, San Francisco, CA
| | - Tomasz M. Beer
- Oregon Health & Science University-Knight Cancer Institute, Portland, OR
| | - Charles J. Ryan
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
| | - George Thomas
- Oregon Health & Science University-Knight Cancer Institute, Portland, OR
| | | | | | - Joshi J. Alumkal
- Oregon Health & Science University-Knight Cancer Institute, Portland, OR
| | - Joshua M. Stuart
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA
| | | | | | - Kim N. Chi
- British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Alex Toschi
- University of California, San Francisco, SF, CA
| | - Adam Foye
- University of California, San Francisco, SF, CA
| | - Primo Lara
- Division of Hematology and Oncology, UC Davis Comprehensive Cancer Center, Sacramento, CA
| | - Owen Witte
- University of California, Los Angeles, LA, CA
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Van Allen EM, Foye A, Wagle N, Kim W, Carter SL, McKenna A, Simko JP, Garraway LA, Febbo PG. Successful whole-exome sequencing from a prostate cancer bone metastasis biopsy. Prostate Cancer Prostatic Dis 2013; 17:23-7. [PMID: 24366412 DOI: 10.1038/pcan.2013.37] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Revised: 07/08/2013] [Accepted: 08/04/2013] [Indexed: 12/24/2022]
Abstract
BACKGROUND Comprehensive molecular characterization of cancer that has metastasized to bone has proved challenging, which may limit the diagnostic and potential therapeutic opportunities for patients with bone-only metastatic disease. METHODS We describe successful tissue acquisition, DNA extraction, and whole-exome sequencing from a bone metastasis of a patient with metastatic, castration-resistant prostate cancer (PCa). RESULTS The resulting high-quality tumor sequencing identified plausibly actionable somatic genomic alterations that dysregulate the phosphoinostide 3-kinase pathway, as well as a theoretically actionable germline variant in the BRCA2 gene. CONCLUSIONS We demonstrate the feasibility of diagnostic bone metastases profiling and analysis that will be required for the widespread application of prospective 'precision medicine' to men with advanced PCa.
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Affiliation(s)
- E M Van Allen
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA [2] Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - A Foye
- Department of Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - N Wagle
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA [2] Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - W Kim
- Department of Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - S L Carter
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - A McKenna
- 1] Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA [2] Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - J P Simko
- 1] Department of Urology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA [2] Department of Pathology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA [3] Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - L A Garraway
- 1] Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA [2] Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - P G Febbo
- 1] Department of Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA [2] Department of Urology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
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Spritzer CE, Afonso PD, Vinson EN, Turnbull JD, Morris KK, Foye A, Madden JF, Roy Choudhury K, Febbo PG, George DJ. Bone marrow biopsy: RNA isolation with expression profiling in men with metastatic castration-resistant prostate cancer--factors affecting diagnostic success. Radiology 2013; 269:816-23. [PMID: 23925271 DOI: 10.1148/radiol.13121782] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE To determine the rate at which computed tomographically guided pelvic percutaneous bone biopsy in men with metastatic castration-resistant prostate cancer (mCRPC) yields adequate tissue for genomic profiling and to identify issues likely to affect diagnostic yields. MATERIALS AND METHODS This study was institutional review board approved, and written informed consent was obtained. In a phase II trial assessing response to everolimus, 31 men with mCRPC underwent 54 biopsy procedures (eight men before and 23 men both before and during treatment). Variables assessed were lesion location (iliac wing adjacent to sacroiliac joint, iliac wing anterior and/or superior to sacroiliac joint, sacrum, and remainder of pelvis), mean lesion attenuation, subjective lesion attenuation (purely sclerotic vs mixed), central versus peripheral lesion sampling, lesion size, core number, and use of zoledronic acid for more than 1 year. RESULTS Of 54 biopsy procedures, 21 (39%) yielded adequate tissue for RNA isolation and genomic profiling. Three of four sacral biopsies were adequate. Biopsies of the ilium adjacent to the sacroiliac joints were more likely adequate than those from elsewhere in the ilium (48% vs 28%, respectively). All five biopsies performed in other pelvic locations yielded inadequate tissue for RNA isolation. Mean attenuation of lesions with inadequate tissue was 172 HU greater than those with adequate tissue (621.1 HU ± 166 vs 449 HU ± 221, respectively; P = .002). Use of zoledronic acid, peripheral sampling, core number, and lesion size affected yields, but the differences were not statistically significant. Histologic examination with hematoxylin-eosin staining showed that results of 36 (67%) biopsies were positive for cancer; only mean attenuation differences were significant (707 HU ± 144 vs 473 HU ± 191, negative vs positive, respectively; P < .001). CONCLUSION In men with mCRPC, percutaneous sampling of osseous metastases for genomic profiling is possible, but use of zoledronic acid for more than 1 year may reduce the yield of adequate tissue for RNA isolation. Sampling large low-attenuating lesions at their periphery maximizes yield.
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Affiliation(s)
- Charles E Spritzer
- From the Department of Radiology (C.E.S., P.D.A., E.N.V., K.R.C.), Department of Medicine/Division of Medical Oncology (P.G.F., D.J.G.), Department of Surgery/Division of Urology (D.J.G.), Duke Cancer Institute (J.D.T., K.K.M., P.G.F., D.J.G.), Department of Pathology/Division of Pathology Clinical Services (J.F.M.), and Institute for Genomic Science and Policy (P.G.F.), Duke University Medical Center, 2301 Erwin Rd, PO Box 3808, Durham, NC 27710
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Kim W, Foye A, Bengtsson H, Kim HJ, Taylor BS, Pourmand N, Febbo PG. Feasibility of RNA sequencing to detect TMPRSS2:ERG fusions following laser capture microdissection of prostate cancer. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.6_suppl.76] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
76 Background: Recent sequencing efforts continue to fuel our growing insight into the genetic basis of prostate cancer (PCa). One of the key challenges remaining is to identify genetic events that drive PCa biology. RNA sequencing (RNA-seq) is commonly used to determine unbiased gene expression as a proxy for tumor biology. However, tumors often contain a mixture of cancer and normal cells that can confound data analysis. Cancer cells can be isolated by laser capture microdissection (LCM), but the feasibility of RNA-seq on small amounts of RNA following LCM of PCa tissue needs to be assessed. Methods: A set of 5 localized PCa specimens, frozen at the time of prostatectomy, was analyzed. RNA was isolated following LCM from these 5 specimens and assessed for quality with an Agilent Bioanalyzer and for quantity with RiboGreen. Paired-end, 300-bp insert sequencing libraries were prepared from the 5 specimens in duplicate; one specimen was also prepared for sequencing without LCM. The 12 samples were then sequenced on a single lane of an Illumina HiSeq. Sequencing reads were aligned with Tophat to build hg19 of human genome. Initial quality control was performed with Picard using refFlat and ribosomal RNA (rRNA) annotations provided by UCSC. PCR using previously published primer pairs was used to confirm the presence of TMPRSS2:ERG fusions. Results: 4-5mm2 of tumor was targeted by LCM from each PCa specimen. At least 100ng of total dsDNA was generated for library construction. For the first run, an average of 8,743,722 reads per paired-end was obtained (range: 1,335,939 to 16,134,097); the second run was comparable (mean: 8,612,188 reads; range: 1,312,823 to 15,842,480). Mapping of the sequences revealed no 5’ or 3’ read coverage bias, but the percentage of mappable reads per sample was less than 30%; sequencing was inefficient due to a high percentage of rRNA (mean: 38% per sample; range 28 to 44%). However, TMPRSS2:ERG fusions were confirmed in the samples with known fusion-positive status. Conclusions: RNA-seq is feasible and can detect fusions that are known and highly expressed. The inclusion of rRNA reduces the depth of coverage of the transcriptome and additional optimization is required to maximize efficiency.
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Affiliation(s)
- Won Kim
- University of California, San Francisco, San Francisco, CA
| | - Adam Foye
- University of California, San Francisco, San Francisco, CA
| | | | | | | | | | - Phillip G. Febbo
- University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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Hsu SD, Kim MK, Foye A, Silvestri A, Lyerly HK, Morse M, Petricoin E, Febbo PG. Use of gene expression signatures to identify origin of primary and therapeutic strategies for patients with advanced solid tumors. J Clin Oncol 2010. [DOI: 10.1200/jco.2010.28.15_suppl.10504] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Abstract
Gene profiling and expression analysis using microarrays have made a significant impact on our biological understanding of prostate cancer. The procedures for generating high-quality expression data from prostate cancer cell lines and tumors are not trivial. However, during the past 9 years, methods by which to process samples for gene profiling have been developed. In this chapter, techniques to process prostate cancer specimens either en bloc (macrodissection) or using laser capture microdissection are presented in detail along with extensive technical notes. Although we focus on prostate cancer and discuss the specific methods utilized in our lab, the processes discussed are generalizable to other tumors and amenable to the substitution of alternative instruments and/or commercially available kits.
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Affiliation(s)
- Adam Foye
- Departments of Medicine and Molecular Genetics and Microbiology, Duke Institute for Genome Science and Policy, Duke University, Durham, NC, USA
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Balakumaran BS, Herbert JT, Glover W, Foye A, Pierobon M, Petricoin E, George D, Febbo PG. Abstract C61: The PI3K pathway inhibition in prostate cancer cells is enhanced by dual targeting with the mTOR inhibitor RAD001 and a mTOR/PI3K inhibitor leading to decreased cell proliferation and increased autophagy. Mol Cancer Ther 2009. [DOI: 10.1158/1535-7163.targ-09-c61] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Metastatic prostate cancer patients often become resistant to standard treatments such as androgen ablation therapy and docetaxel treatment and novel treatments are needed. Loss of PTEN and subsequent activation of the PI3K pathway is common in patients with advanced prostate cancer. However, use of mTOR inhibitors such as rapamycin analogues as single agents has had limited clinical impact and the identification of a potent therapeutic strategy for PI3K inhibition remains a critical question.
Experimental procedures: We have used gene expression data generated from metastatic tumors collected from patients with advanced prostate cancer both before and after treatment with RAD001 along with in vitro experiments in established prostate cancer cell lines to determine the impact of TORC1 inhibition, PI3K kinase inhibition, and dual inhibition on PI3K pathway signaling and cancer cell kinetics.
Summary: Treatment with RAD001 decreased tumor levels of pS6 but failed to result in a single clinical response. Gene set enrichment analysis of metastatic castration-resistant prostate cancer biopsies prior to and following treatment with RAD001 was associated with increased PI3K activity following treatment. Analysis of the activity of the downstream components of the PI3K/AKT pathway following RAD001 treatment showed reduced pS6 levels, had minimal impact on p4EBP1 levels, and increased phosphorylation of AKT1. Cytotoxic synergy is observed when RAD001 is combined with the PI3K inhibitor, LY294002 and dual PI3K/mTOR kinase inhibitors. These combinations result in more profound reduction of TORC1 activity resulting in decreased cell proliferation and increased autophagy but a continued persistence of pAKT. Reverse phase proteomics supports increased AKT activity in an androgen-receptor positive prostate cancer cell line treated with the combination as multiple AKT targets experience increased phosphorylation.
Conclusion: TORC1 inhibition results in an upregulation of PI3K activity and therapeutic combinations that inhibit both TORC1 and PI3K demonstrate cytotoxic synergy. The signaling manifestations of these combinations are a profound inhibition of TORC1 activity together with persistent phosphorylation and activity of AKT.
Citation Information: Mol Cancer Ther 2009;8(12 Suppl):C61.
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Balakumaran BS, Porrello A, Hsu DS, Glover W, Foye A, Leung JY, Sullivan BA, Hahn WC, Loda M, Febbo PG. MYC activity mitigates response to rapamycin in prostate cancer through eukaryotic initiation factor 4E-binding protein 1-mediated inhibition of autophagy. Cancer Res 2009; 69:7803-10. [PMID: 19773438 PMCID: PMC2756305 DOI: 10.1158/0008-5472.can-09-0910] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Loss of PTEN and activation of phosphoinositide 3-kinase are commonly observed in advanced prostate cancer. Inhibition of mammalian target of rapamycin (mTOR), a downstream target of phosphoinositide 3-kinase signaling, results in cell cycle arrest and apoptosis in multiple in vitro and in vivo models of prostate cancer. However, single-agent use of mTOR inhibition has limited clinical success, and the identification of molecular events mitigating tumor response to mTOR inhibition remains a critical question. Here, using genetically engineered human prostate epithelial cells (PrEC), we show that MYC, a frequent target of genetic gain in prostate cancers, abrogates sensitivity to rapamycin by decreasing rapamycin-induced cytostasis and autophagy. Analysis of MYC and the mTOR pathway in human prostate tumors and PrEC showed selective increased expression of eukaryotic initiation factor 4E-binding protein 1 (4EBP1) with gain in MYC copy number or forced MYC expression, respectively. We have also found that MYC binds to regulatory regions of the 4EBP1 gene. Suppression of 4EBP1 expression resulted in resensitization of MYC-expressing PrEC to rapamycin and increased autophagy. Taken together, our findings suggest that MYC expression abrogates sensitivity to rapamycin through increased expression of 4EBP1 and reduced autophagy.
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Affiliation(s)
| | | | - David S. Hsu
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC
| | - Wayne Glover
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
| | - Adam Foye
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
| | - Janet Y. Leung
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham NC
| | - Beth A. Sullivan
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham NC
| | - William C. Hahn
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston MA
- Broad Institute of Harvard and MIT, Cambridge, MA
| | - Massimo Loda
- Department of Pathology, Dana Farber Cancer Institute, Boston MA
| | - Phillip G. Febbo
- Duke Institute for Genome Sciences & Policy, Duke University, Durham, NC
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham NC
- Duke Comprehensive Cancer Center, Duke University, Durham, NC
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Wang Z, Foye A, Chang Y, Chess PR, Wright TW, Bhagwat S, Gigliotti F, Notter RH. Inhibition of surfactant activity by Pneumocystis carinii organisms and components in vitro. Am J Physiol Lung Cell Mol Physiol 2005; 288:L1124-31. [PMID: 15886399 DOI: 10.1152/ajplung.00453.2004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This study examines the direct inhibitory effects of Pneumocystis carinii (Pc) organisms and chemical components on the surface activity and composition of whole calf lung surfactant (WLS) and calf lung surfactant extract (CLSE) in vitro. Incubation of WLS suspensions with intact Pc organisms (10(7) per milligram of surfactant phospholipid) did not significantly alter total phospholipid levels or surfactant protein A content. Incubation with intact Pc organisms also did not impair dynamic surface tension lowering in suspensions of WLS or centrifuged large surfactant aggregates on a bubble surfactometer (37 degrees C, 20 cycles/min, 0.5 and 2.5 mg phospholipid/ml). However, exposure of WLS or CLSE to disrupted (sonicated) Pc organisms led to severe detriments in activity, with minimum surface tensions of 17-19 mN/m vs. <1 mN/m for surfactants alone. Extracted hydrophobic chemical components from Pc (98.8% lipids, 0.1 mM) reduced the surface activity of WLS and CLSE similarly to sonicated Pc organisms, whereas extracted hydrophilic chemical components from Pc (primarily proteins) had only minor effects on surface tension lowering. These results indicate that in addition to surfactant dysfunction induced by inflammatory lung injury and edema-derived inhibitors in Pc pneumonia, disrupted Pc organisms in the alveolar lumen also have the potential to directly inhibit endogenous and exogenous lung surfactants in affected patients.
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Affiliation(s)
- Zhengdong Wang
- Dept. of Pediatrics, Box 850, Univ. of Rochester School of Medicine, 601 Elmwood Ave., Rochester, NY 14642, USA
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Wang Z, Schwan AL, Lairson LL, O'Donnell JS, Byrne GF, Foye A, Holm BA, Notter RH. Surface activity of a synthetic lung surfactant containing a phospholipase-resistant phosphonolipid analog of dipalmitoyl phosphatidylcholine. Am J Physiol Lung Cell Mol Physiol 2003; 285:L550-9. [PMID: 12902318 DOI: 10.1152/ajplung.00346.2002] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Surface activity and sensitivity to inhibition from phospholipase A2 (PLA2), lysophosphatidylcholine (LPC), and serum albumin were studied for a synthetic C16:0 diether phosphonolipid (DEPN-8) combined with 1.5% by weight of mixed hydrophobic surfactant proteins (SP)-B/C purified from calf lung surfactant extract (CLSE). Pure DEPN-8 had better adsorption and film respreading than the major lung surfactant phospholipid dipalmitoyl phosphatidylcholine and reached minimum surface tensions <1 mN/m under dynamic compression on the Wilhelmy balance and on a pulsating bubble surfactometer (37 degrees C, 20 cycles/min, 50% area compression). DEPN-8 + 1.5% SP-B/C exhibited even greater adsorption and had overall dynamic surface tension lowering equal to CLSE on the bubble. In addition, films of DEPN-8 + 1.5% SP-B/C on the Wilhelmy balance had better respreading than CLSE after seven (but not two) cycles of compression-expansion at 23 degrees C. DEPN-8 is structurally resistant to degradation by PLA2, and DEPN-8 + 1.5% SP-B/C maintained high adsorption and dynamic surface activity in the presence of this enzyme. Incubation of CLSE with PLA2 led to chemical degradation, generation of LPC, and reduced surface activity. DEPN-8 + 1.5% SP-B/C was also more resistant than CLSE to direct biophysical inhibition by LPC, and the two were similar in their sensitivity to biophysical inhibition by serum albumin. These findings indicate that synthetic surfactants containing DEPN-8 combined with surfactant proteins or related synthetic peptides have potential utility for treating surfactant dysfunction in inflammatory lung injury.
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Affiliation(s)
- Z Wang
- Dept. of Pediatrics, Box 850, Univ. of Rochester School of Medicine, 601 Elmwood Ave., Rochester, NY 14642, USA
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