1
|
McKay RR, Xie W, Yang X, Acosta A, Rathkopf D, Laudone VP, Bubley GJ, Einstein DJ, Chang P, Wagner AA, Kane CJ, Preston MA, Kilbridge K, Chang SL, Choudhury AD, Pomerantz MM, Trinh QD, Kibel AS, Taplin ME. Postradical prostatectomy prostate-specific antigen outcomes after 6 versus 18 months of perioperative androgen-deprivation therapy in men with localized, unfavorable intermediate-risk or high-risk prostate cancer: Results of part 2 of a randomized phase 2 trial. Cancer 2024; 130:1629-1641. [PMID: 38161319 DOI: 10.1002/cncr.35170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 10/07/2023] [Revised: 11/13/2023] [Accepted: 11/21/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Patients with localized, unfavorable intermediate-risk and high-risk prostate cancer have an increased risk of relapse after radical prostatectomy (RP). The authors previously reported on part 1 of this phase 2 trial testing neoadjuvant apalutamide, abiraterone, prednisone, plus leuprolide (AAPL) or abiraterone, prednisone, and leuprolide (APL) for 6 months followed by RP. The results demonstrated favorable pathologic responses (tumor <5 mm) in 20.3% of patients (n = 24 of 118). Herein, the authors report the results of part 2. METHODS For part 2, patients were randomized 1:1 to receive either AAPL for 12 months (arm 2A) or observation (arm 2B), stratified by neoadjuvant therapy and pathologic tumor classification. The primary end point was 3-year biochemical progression-free survival. Secondary end points included safety and testosterone recovery (>200 ng/dL). RESULTS Overall, 82 of 118 patients (69%) enrolled in part 1 were randomized to part 2. A higher proportion of patients who were not randomized to adjuvant therapy had a favorable prostatectomy pathologic response (32.3% in nonrandomized patients compared with 17.1% in randomized patients). In the intent-to-treat analysis, the 3-year biochemical progression-free survival rate was 81% for arm 2A and 72% for arm 2B (hazard ratio, 0.81; 90% confidence interval, 0.43-1.49). Of the randomized patients, 81% had testosterone recovery in the AAPL group compared with 95% in the observation group, with a median time to recovery of <12 months in both arms. CONCLUSIONS In this study, because 30% of patients declined adjuvant treatment, part B was underpowered to detect differences between arms. Future perioperative studies should be biomarker-directed and include strategies for investigator and patient engagement to ensure compliance with protocol procedures.
Collapse
Affiliation(s)
- Rana R McKay
- Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Urology, University of California San Diego, La Jolla, California, USA
| | - Wanling Xie
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Xiaoyu Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Andres Acosta
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Dana Rathkopf
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Vincent P Laudone
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Glenn J Bubley
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - David J Einstein
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Peter Chang
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Andrew A Wagner
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Christopher J Kane
- Department of Urology, University of California San Diego, La Jolla, California, USA
| | - Mark A Preston
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kerry Kilbridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Steven L Chang
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Mark M Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Quoc-Dien Trinh
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Adam S Kibel
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| |
Collapse
|
2
|
Boiarsky D, Gulhan DC, Savignano H, Lakshminarayanan G, McClure HM, Silver R, Hirsch MS, Sholl LM, Choudhury AD, Ananda G, Park PJ, Tewari AK, Berchuck JE. A Panel-Based Mutational Signature of Mismatch Repair Deficiency is Associated With Durable Response to Pembrolizumab in Metastatic Castration-Resistant Prostate Cancer. Clin Genitourin Cancer 2024; 22:558-568.e3. [PMID: 38342659 PMCID: PMC10939759 DOI: 10.1016/j.clgc.2024.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 12/06/2023] [Revised: 01/14/2024] [Accepted: 01/15/2024] [Indexed: 02/13/2024]
Abstract
INTRODUCTION/BACKGROUND Immune checkpoint inhibitors (ICIs) have limited efficacy in prostate cancer (PCa). Better biomarkers are needed to predict responses to ICIs. We sought to demonstrate that a panel-based mutational signature identifies mismatch repair (MMR) deficient (MMRd) PCa and is a biomarker of response to pembrolizumab. PATIENTS AND METHODS Clinico-genomic data was obtained for 2664 patients with PCa sequenced at Dana-Farber Cancer Institute (DFCI) and Memorial Sloan Kettering (MSK). Clinical outcomes were collected for patients with metastatic castration-resistant PCa (mCRPC) treated with pembrolizumab at DFCI. SigMA was used to characterize tumors as MMRd or MMR proficient (MMRp). The concordance between MMRd with microsatellite instability (MSI-H) was assessed. Radiographic progression-free survival (rPFS) and overall survival (OS) were collected for patients treated with pembrolizumab. Event-time distributions were estimated using Kaplan-Meier methodology. RESULTS Across both cohorts, 100% (DFCI: 12/12; MSK: 43/43) of MSI-H tumors were MMRd. However, 14% (2/14) and 9.1% (6/66) of MMRd tumors in the DFCI and MSK cohorts respectively were microsatellite stable (MSS), and 26% (17/66) were MSI-indeterminate in the MSK cohort. Among patients treated with pembrolizumab, those with MMRd (n = 5) versus MMRp (n = 14) mCRPC experienced markedly improved rPFS (HR = 0.088, 95% CI: 0.011-0.70; P = .0064) and OS (HR = 0.11, 95% CI: 0.014-0.80; P = .010) from start of treatment. Four patients with MMRd experienced remissions of >= 2.5 years. CONCLUSION SigMA detects additional cases of MMRd as compared to MSI testing in PCa and identifies patients likely to experience durable response to pembrolizumab.
Collapse
Affiliation(s)
| | - Doga C Gulhan
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA
| | - Hunter Savignano
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - Heather M McClure
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Rebecca Silver
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Guruprasad Ananda
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - Peter J Park
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA
| | - Alok K Tewari
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Jacob E Berchuck
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
| |
Collapse
|
3
|
Liu Y, Reed SC, Lo C, Choudhury AD, Parsons HA, Stover DG, Ha G, Gydush G, Rhoades J, Rotem D, Freeman S, Katz DW, Bandaru R, Zheng H, Fu H, Adalsteinsson VA, Kellis M. FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA. Nat Commun 2024; 15:2790. [PMID: 38555308 PMCID: PMC10981715 DOI: 10.1038/s41467-024-47196-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 04/14/2023] [Accepted: 03/22/2024] [Indexed: 04/02/2024] Open
Abstract
Analysis of DNA methylation in cell-free DNA reveals clinically relevant biomarkers but requires specialized protocols such as whole-genome bisulfite sequencing. Meanwhile, millions of cell-free DNA samples are being profiled by whole-genome sequencing. Here, we develop FinaleMe, a non-homogeneous Hidden Markov Model, to predict DNA methylation of cell-free DNA and, therefore, tissues-of-origin, directly from plasma whole-genome sequencing. We validate the performance with 80 pairs of deep and shallow-coverage whole-genome sequencing and whole-genome bisulfite sequencing data.
Collapse
Affiliation(s)
- Yaping Liu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA.
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, 60611, USA.
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA.
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, 45229, USA.
- University of Cincinnati Center for Environmental Genetics, Cincinnati, OH, 45229, USA.
- University of Cincinnati Cancer Center, Cincinnati, OH, 45229, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
- Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, 02139, USA.
| | - Sarah C Reed
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
- Medical Scientist Training Program, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Christopher Lo
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Atish D Choudhury
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - Gavin Ha
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Gregory Gydush
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Justin Rhoades
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Denisse Rotem
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Samuel Freeman
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - David W Katz
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, 60611, USA
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Ravi Bandaru
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, 60611, USA
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Haizi Zheng
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Hailu Fu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, 60611, USA
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | | | - Manolis Kellis
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
- Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, 02139, USA.
| |
Collapse
|
4
|
Vaz N, Dietsche E, Mooney MA, Choudhury AD, Jacene HA. Late Subacute Cerebral Hematoma Mimicking a Metastasis on PSMA PET/CT. Clin Nucl Med 2024; 49:e70-e72. [PMID: 38108822 DOI: 10.1097/rlu.0000000000005011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
ABSTRACT A 64-year-old man with history of prostate cancer was found to have rising prostate-specific antigen after radical prostatectomy. 18 F-DCFPyL PET/CT demonstrated a prostate-specific membrane antigen-avid brain lesion in the left frontal lobe and no other findings to account for rising prostate-specific antigen. Brain MRI demonstrated a small intraparenchymal hematoma with late subacute features in this location. The patient reported a seizure 3 weeks before but was otherwise asymptomatic, and neurologic examination was normal. Follow-up MRI demonstrated gradual decrease in size of the hematoma without treatment.
Collapse
|
5
|
Liu Y, Reed SC, Lo C, Choudhury AD, Parsons HA, Stover DG, Ha G, Gydush G, Rhoades J, Rotem D, Freeman S, Katz D, Bandaru R, Zheng H, Fu H, Adalsteinsson VA, Kellis M. FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA. bioRxiv 2024:2024.01.02.573710. [PMID: 38260558 PMCID: PMC10802291 DOI: 10.1101/2024.01.02.573710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Analysis of DNA methylation in cell-free DNA (cfDNA) reveals clinically relevant biomarkers but requires specialized protocols and sufficient input material that limits its applicability. Millions of cfDNA samples have been profiled by genomic sequencing. To maximize the gene regulation information from the existing dataset, we developed FinaleMe, a non-homogeneous Hidden Markov Model (HMM), to predict DNA methylation of cfDNA and, therefore, tissues-of-origin directly from plasma whole-genome sequencing (WGS). We validated the performance with 80 pairs of deep and shallow-coverage WGS and whole-genome bisulfite sequencing (WGBS) data.
Collapse
Affiliation(s)
- Yaping Liu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229
- University of Cincinnati Center for Environmental Genetics, Cincinnati, OH 45229
- University of Cincinnati Cancer Center, Cincinnati, OH 45229
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
- Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Laboratory, Cambridge, MA 02139
| | - Sarah C. Reed
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | | | - Atish D. Choudhury
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - Gavin Ha
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | | | | | - Denisse Rotem
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | | | - David Katz
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
| | - Ravi Bandaru
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
| | - Haizi Zheng
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
| | - Hailu Fu
- Department of Biochemistry and Molecular Genetics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL 60611
- Division of Human Genetics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229
| | | | - Manolis Kellis
- University of Cincinnati Center for Environmental Genetics, Cincinnati, OH 45229
- University of Cincinnati Cancer Center, Cincinnati, OH 45229
| |
Collapse
|
6
|
Moningi S, Choudhury AD, Martin NE, Nguyen PL, D'Amico AV, Cagney DN, Leeman JE. MR-guided prostate SBRT in prostate cancer patients with low-volume metastatic disease. World J Urol 2023; 41:3889-3894. [PMID: 37924333 DOI: 10.1007/s00345-023-04675-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 09/26/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Recent data have found an overall survival benefit from prostate-directed radiotherapy in patients with low-volume metastatic prostate cancer. Prostate SBRT is an attractive treatment in this setting and may be optimised with MR-guided adaptive treatment. Here, we share our institutional experience delivering stereotactic MR-guided adaptive prostate SBRT (SMART) for patients with low-volume metastatic disease. METHODS We reviewed patients with low-volume metastatic disease who received prostate SMART from October 2019 to December 2021 on a 0.35T MR-Linac. The cohort included 14 patients. Genitourinary (GU) and gastrointestinal (GI) toxicities were assessed using CTCAE v 5.0. Progression was defined as a change in systemic or hormonal therapy regimen as a result of PSA rise or disease progression. RESULTS The median follow-up time was 29 months. Seven patients had hormone sensitive prostate cancer and 7 had castrate resistant prostate cancer (CRPC). 13 patients received 36.25 Gy in 5 fractions and one patient received 33 Gy in 5 fractions. At the time of last follow-up, 11 patients had not experienced progression and three patients, all with CRPC, had experienced progression. No patients developed local progression in the prostate after SMART. One patient experienced acute grade 2 urinary toxicity (7%) and no patients experienced acute grade 2 GI toxicity (0%). No grade 3 + acute toxicities were observed. CONCLUSIONS Prostate SMART was found to be well tolerated and all patients had local control of disease within the prostate at the time of last follow-up. Prostate SMART may represent a low-risk and well-tolerated approach for delivering prostate-directed radiotherapy for patients with limited metastatic disease.
Collapse
Affiliation(s)
- Shalini Moningi
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Neil E Martin
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Paul L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Anthony V D'Amico
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel N Cagney
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan E Leeman
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
7
|
Rana HQ, Stopfer JE, Weitz M, Kipnis L, Koeller DR, Culver S, Mercado J, Gelman RS, Underhill-Blazey M, McGregor BA, Sweeney CJ, Petrucelli N, Kokenakes C, Pirzadeh-Miller S, Reys B, Frazier A, Knechtl A, Fateh S, Vatnick DR, Silver R, Kilbridge KE, Pomerantz MM, Wei XX, Choudhury AD, Sonpavde GP, Kozyreva O, Lathan C, Horton C, Dolinsky JS, Heath EI, Ross TS, Courtney KD, Garber JE, Taplin ME. Pretest Video Education Versus Genetic Counseling for Patients With Prostate Cancer: ProGen, A Multisite Randomized Controlled Trial. JCO Oncol Pract 2023; 19:1069-1079. [PMID: 37733980 PMCID: PMC10667014 DOI: 10.1200/op.23.00007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/10/2023] [Accepted: 08/07/2023] [Indexed: 09/23/2023] Open
Abstract
PURPOSE Germline genetic testing (GT) is recommended for men with prostate cancer (PC), but testing through traditional models is limited. The ProGen study examined a novel model aimed at providing access to GT while promoting education and informed consent. METHODS Men with potentially lethal PC (metastatic, localized with a Gleason score of ≥8, persistent prostate-specific antigen after local therapy), diagnosis age ≤55 years, previous malignancy, and family history suggestive of a pathogenic variant (PV) and/or at oncologist's discretion were randomly assigned 3:1 to video education (VE) or in-person genetic counseling (GC). Participants had 67 genes analyzed (Ambry), with results disclosed via telephone by a genetic counselor. Outcomes included GT consent, GT completion, PV prevalence, and survey measures of satisfaction, psychological impact, genetics knowledge, and family communication. Two-sided Fisher's exact tests were used for between-arm comparisons. RESULTS Over a 2-year period, 662 participants at three sites were randomly assigned and pretest VE (n = 498) or GC (n = 164) was completed by 604 participants (VE, 93.1%; GC, 88.8%), of whom 596 participants (VE, 98.9%; GC, 97.9%) consented to GT and 591 participants completed GT (VE, 99.3%; GC, 98.6%). These differences were not statistically significant although subtle differences in satisfaction and psychological impact were. Notably, 84 PVs were identified in 78 participants (13.2%), with BRCA1/2 PV comprising 32% of participants with a positive result (BRCA2 n = 21, BRCA1 n = 4). CONCLUSION Both VE and traditional GC yielded high GT uptake without significant differences in outcome measures of completion, GT uptake, genetics knowledge, and family communication. The increased demand for GT with limited genetics resources supports consideration of pretest VE for patients with PC.
Collapse
Affiliation(s)
- Huma Q Rana
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Jill E Stopfer
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Michelle Weitz
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Lindsay Kipnis
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Diane R Koeller
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Samantha Culver
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Joanna Mercado
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | | | - Meghan Underhill-Blazey
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Bradley A McGregor
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Christopher J Sweeney
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | - Brian Reys
- University of Texas Southwestern Medical Center, Dallas, TX
| | - Arthur Frazier
- Karmanos Cancer Institute at McLaren Clarkston, Clarkston, MI
| | - Andrew Knechtl
- Karmanos Cancer Institute at McLaren Clarkston, Clarkston, MI
| | - Salman Fateh
- Karmanos Cancer Institute at McLaren Clarkston, Clarkston, MI
| | | | - Rebecca Silver
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Kerry E Kilbridge
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Mark M Pomerantz
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Xiao X Wei
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Atish D Choudhury
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Guru P Sonpavde
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Olga Kozyreva
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | | | | | - Judy E Garber
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA
| | - Mary-Ellen Taplin
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA
| |
Collapse
|
8
|
Lee KN, Chen YH, Kang H, Doyle P, Pomerantz M, Ravi P, Choudhury AD, Kozono DE, Balboni TA, Spektor A, Huynh MA. Clinical Outcomes with Stereotactic Body Radiation Therapy for Oligometastatic Prostate Cancer: Results from a Prospective Registry Trial. Int J Radiat Oncol Biol Phys 2023; 117:e126-e127. [PMID: 37784680 DOI: 10.1016/j.ijrobp.2023.06.921] [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: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Metastasis-directed radiation therapy using stereotactic body radiation therapy (SBRT) in oligometastatic prostate cancer (Oligo PCa) has a demonstrated benefit for local control and biochemical recurrence free survival for men with oligorecurrent PCa; however, the impact of SBRT within other oligometastatic states and in the context of systemic therapy remains poorly characterized. In this study, we investigate prognostic factors for clinical outcomes in a prospective cohort of Oligo PCa patients treated with metastasis-directed SBRT. MATERIALS/METHODS Using a single-institution registry trial, we analyzed a prospective cohort of 86 patients with Oligo PCa (≤5 metastatic lesions) and treated with metastasis-directed SBRT between 2017- 2022. Patients were classified as synchronous, metachronous, or induced oligometastatic disease as per the ESTRO guidelines. We evaluated the time to radiographic progression (TTRP), defined as the time from SBRT start date to radiographic progression, as well as time to initiation of new treatment (TTNT), defined as the time from SBRT end date to initiation of new therapy (systemic or radiation therapy). Time to event (TTE) was defined as the time from SBRT start date to radiographic progression or initiation of new therapy, whichever occurred first. Patients without documented events were censored at the date of last disease assessment. Comparative analyses were performed using Kaplan-Meier and Cox proportional hazards regression methods. RESULTS Eighty-six men with Oligo PCa treated with SBRT were followed for a median of 16.4 months with M0 (73%), Oligo PCa (21%) or polymetastatic PCa (6%) GS > = 8 (63%) at initial diagnosis. At the time of treatment with initial SBRT, 21% had synchronous oligometastatic disease, 63% had metachronous or repeat oligorecurrence or oligoprogression, and 16% had induced oligometastatic disease. Most patients were treated to 1-3 sites (94%), which predominantly included bone (86%), and the median dose was 35 Gy/5F. Concurrent systemic therapy during SBRT was seen in 85% of patients, including (60.5% with new generation androgen receptor signaling inhibitors). Overall survival at 1-year and 2-years was 96.9% [95% CI, 88.2-99.2%] and 94.4% [95% CI, 83.2-98.2%]. Using univariable analysis, those who did not receive systemic treatment during SBRT had significantly shorter TTRP (HR 3.67, [95% CI, 1.62-8.32], p = 0.002), TTNT (HR 3.24, 95% CI [1.49-7.06], p = 0.003), and TTE (HR 3.05, [95% CI, 1.44-6.45], p = 0.004). Additionally, patients treated with SBRT for metachronous (HR 2.89, [95% CI 0.68-12.30]) and induced metastatic disease (HR 8.96, [95% CI 1.85-43.37]) had significantly shorter TTE compared to synchronous oligometastatic disease (p = 0.006). CONCLUSION Using a prospective registry cohort of men with Oligo PCa treated with SBRT, we identify an association of oligometastatic state and the use of concurrent systemic therapy with improved TTRP and TTNT. Further prospective studies are warranted.
Collapse
Affiliation(s)
- K N Lee
- Harvard Radiation Oncology Program, Boston, MA
| | - Y H Chen
- Dana-Farber Cancer Institute, Boston, MA
| | - H Kang
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - P Doyle
- Brigham and Women's Hospital/Dana-Farber, Boston, MA, United States
| | | | - P Ravi
- Dana Farber Cancer Institute, Boston, MA
| | - A D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - D E Kozono
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - T A Balboni
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - A Spektor
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - M A Huynh
- Department of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| |
Collapse
|
9
|
Berg SA, Choudhury AD. Mutual ATRaction: Assessing Synergy of Berzosertib with Sacituzumab Govitecan. Clin Cancer Res 2023; 29:3557-3559. [PMID: 37439710 DOI: 10.1158/1078-0432.ccr-23-1422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 06/19/2023] [Accepted: 07/05/2023] [Indexed: 07/14/2023]
Abstract
A phase I trial of the novel combination of the ataxia telangiectasia and Rad3-related inhibitor berzosertib plus the antibody-drug conjugate sacituzumab govitecan in patients with heavily pretreatment tumors demonstrated some antitumor activity and no dose-limiting toxicities. This represents a new treatment paradigm that will be further explored in a phase II setting. See related article by Abel et al., p. 3603.
Collapse
Affiliation(s)
- Stephanie A Berg
- Dana-Farber Cancer Institute, Lank Center for Genitourinary Oncology, Boston MA
| | - Atish D Choudhury
- Dana-Farber Cancer Institute, Lank Center for Genitourinary Oncology, Boston MA
| |
Collapse
|
10
|
Ravi P, Choudhury AD. Defining Patient Benefits from High-intensity Intermittent Therapy for Hormone-sensitive Prostate Cancer. Eur Urol Focus 2023; 9:419-421. [PMID: 36642621 DOI: 10.1016/j.euf.2023.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 12/15/2022] [Accepted: 01/05/2023] [Indexed: 01/15/2023]
Abstract
Intensification of systemic therapy beyond androgen deprivation therapy (ADT) with the addition of novel androgen receptor pathway inhibitors (ARPIs) is associated with better overall survival (OS) in comparison to ADT alone in metastatic hormone-sensitive prostate cancer (mHSPC). However, continuous use of ARPIs, as is currently standard in routine practice, may be associated with long-term toxicities, lower quality of life (QOL), and higher health care costs. Post hoc analyses of contemporary ARPI trials suggest that the depth of the initial prostate-specific antigen (PSA) response is associated with favorable long-term outcomes. While a prior large randomized trial (S9346) failed to demonstrate noninferiority of intermittent ADT in patients with HSPC, evaluation of high-intensity intermittent therapy is warranted. This involves a strategy whereby more potent systemic therapy is interrupted by treatment breaks in selected patients with mHSPC as a means to improve QOL and reduce costs, while not impacting cancer-related outcomes. PATIENT SUMMARY: Intensified hormonal treatment is a standard of care in advanced prostate cancer. Treatment breaks may be beneficial in patients with an outstanding response to therapy. Further trials are warranted to identify which subgroups of patients may benefit from this approach.
Collapse
Affiliation(s)
- Praful Ravi
- Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
11
|
De Sarkar N, Patton RD, Doebley AL, Hanratty B, Adil M, Kreitzman AJ, Sarthy JF, Ko M, Brahma S, Meers MP, Janssens DH, Ang LS, Coleman IM, Bose A, Dumpit RF, Lucas JM, Nunez TA, Nguyen HM, McClure HM, Pritchard CC, Schweizer MT, Morrissey C, Choudhury AD, Baca SC, Berchuck JE, Freedman ML, Ahmad K, Haffner MC, Montgomery RB, Corey E, Henikoff S, Nelson PS, Ha G. Nucleosome Patterns in Circulating Tumor DNA Reveal Transcriptional Regulation of Advanced Prostate Cancer Phenotypes. Cancer Discov 2023; 13:632-653. [PMID: 36399432 PMCID: PMC9976992 DOI: 10.1158/2159-8290.cd-22-0692] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 10/01/2022] [Accepted: 11/16/2022] [Indexed: 11/19/2022]
Abstract
Advanced prostate cancers comprise distinct phenotypes, but tumor classification remains clinically challenging. Here, we harnessed circulating tumor DNA (ctDNA) to study tumor phenotypes by ascertaining nucleosome positioning patterns associated with transcription regulation. We sequenced plasma ctDNA whole genomes from patient-derived xenografts representing a spectrum of androgen receptor active (ARPC) and neuroendocrine (NEPC) prostate cancers. Nucleosome patterns associated with transcriptional activity were reflected in ctDNA at regions of genes, promoters, histone modifications, transcription factor binding, and accessible chromatin. We identified the activity of key phenotype-defining transcriptional regulators from ctDNA, including AR, ASCL1, HOXB13, HNF4G, and GATA2. To distinguish NEPC and ARPC in patient plasma samples, we developed prediction models that achieved accuracies of 97% for dominant phenotypes and 87% for mixed clinical phenotypes. Although phenotype classification is typically assessed by IHC or transcriptome profiling from tumor biopsies, we demonstrate that ctDNA provides comparable results with diagnostic advantages for precision oncology. SIGNIFICANCE This study provides insights into the dynamics of nucleosome positioning and gene regulation associated with cancer phenotypes that can be ascertained from ctDNA. New methods for classification in phenotype mixtures extend the utility of ctDNA beyond assessments of somatic DNA alterations with important implications for molecular classification and precision oncology. This article is highlighted in the In This Issue feature, p. 517.
Collapse
Affiliation(s)
- Navonil De Sarkar
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Pathology and Prostate Cancer Center of Excellence, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Robert D. Patton
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Anna-Lisa Doebley
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, Washington
- Medical Scientist Training Program, University of Washington, Seattle, Washington
| | - Brian Hanratty
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Mohamed Adil
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Adam J. Kreitzman
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Jay F. Sarthy
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Minjeong Ko
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Sandipan Brahma
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Michael P. Meers
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Derek H. Janssens
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Lisa S. Ang
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Ilsa M. Coleman
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Arnab Bose
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Ruth F. Dumpit
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Jared M. Lucas
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Talina A. Nunez
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Holly M. Nguyen
- Department of Urology, University of Washington, Seattle, Washington
| | | | - Colin C. Pritchard
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington
- Brotman Baty Institute for Precision Medicine, Seattle, Washington
| | - Michael T. Schweizer
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Oncology, Department of Medicine, University of Washington, Seattle, Washington
| | - Colm Morrissey
- Department of Urology, University of Washington, Seattle, Washington
| | - Atish D. Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sylvan C. Baca
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | | | - Matthew L. Freedman
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Kami Ahmad
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Michael C. Haffner
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington
| | - R. Bruce Montgomery
- Division of Oncology, Department of Medicine, University of Washington, Seattle, Washington
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, Washington
| | - Steven Henikoff
- Division of Basic Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Peter S. Nelson
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Clinical Research, Fred Hutchinson Cancer Center, Seattle, Washington
- Department of Urology, University of Washington, Seattle, Washington
- Brotman Baty Institute for Precision Medicine, Seattle, Washington
- Division of Oncology, Department of Medicine, University of Washington, Seattle, Washington
- Corresponding Authors: Gavin Ha, Fred Hutchinson Cancer Center, 1100 Fairview Avenue North, Seattle, WA 98109. Phone: 206-667-2802; E-mail: ; and Peter S. Nelson, Fred Hutchinson Cancer Center, 1100 Fairview Avenue North, Seattle, WA 98109. Phone: 206-667-3377; E-mail:
| | - Gavin Ha
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
- Division of Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington
- Brotman Baty Institute for Precision Medicine, Seattle, Washington
- Department of Genome Sciences, University of Washington, Seattle, Washington
- Corresponding Authors: Gavin Ha, Fred Hutchinson Cancer Center, 1100 Fairview Avenue North, Seattle, WA 98109. Phone: 206-667-2802; E-mail: ; and Peter S. Nelson, Fred Hutchinson Cancer Center, 1100 Fairview Avenue North, Seattle, WA 98109. Phone: 206-667-3377; E-mail:
| |
Collapse
|
12
|
Ravi P, Whelpley B, Kelly E, Wolanski A, Ritzer J, Robertson M, Shah H, Morgans AK, Wei XX, Sunkara R, Pomerantz M, Taplin ME, Kilbridge KL, Choudhury AD, Jacene H. Clinical Implementation of 177Lu-PSMA-617 in the United States: Lessons Learned and Ongoing Challenges. J Nucl Med 2023; 64:349-350. [PMID: 36702553 DOI: 10.2967/jnumed.122.265194] [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] [Received: 11/14/2022] [Revised: 01/04/2023] [Accepted: 01/04/2023] [Indexed: 01/27/2023] Open
Affiliation(s)
- Praful Ravi
- Dana-Farber Cancer Institute, Boston, Massachusetts; and
| | | | - Emma Kelly
- Dana-Farber Cancer Institute, Boston, Massachusetts; and
| | - Andrew Wolanski
- Dana-Farber Cancer Institute, Boston, Massachusetts; and.,Brigham and Women's Hospital, Boston, Massachusetts
| | - Jolivette Ritzer
- Dana-Farber Cancer Institute, Boston, Massachusetts; and.,Brigham and Women's Hospital, Boston, Massachusetts
| | - Matthew Robertson
- Dana-Farber Cancer Institute, Boston, Massachusetts; and.,Brigham and Women's Hospital, Boston, Massachusetts
| | - Hina Shah
- Dana-Farber Cancer Institute, Boston, Massachusetts; and.,Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Xiao X Wei
- Dana-Farber Cancer Institute, Boston, Massachusetts; and
| | | | - Mark Pomerantz
- Dana-Farber Cancer Institute, Boston, Massachusetts; and
| | | | | | | | - Heather Jacene
- Dana-Farber Cancer Institute, Boston, Massachusetts; and.,Brigham and Women's Hospital, Boston, Massachusetts
| |
Collapse
|
13
|
Tsujino T, Takai T, Hinohara K, Gui F, Tsutsumi T, Bai X, Miao C, Feng C, Gui B, Sztupinszki Z, Simoneau A, Xie N, Fazli L, Dong X, Azuma H, Choudhury AD, Mouw KW, Szallasi Z, Zou L, Kibel AS, Jia L. CRISPR screens reveal genetic determinants of PARP inhibitor sensitivity and resistance in prostate cancer. Nat Commun 2023; 14:252. [PMID: 36650183 PMCID: PMC9845315 DOI: 10.1038/s41467-023-35880-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 01/05/2023] [Indexed: 01/18/2023] Open
Abstract
Prostate cancer harboring BRCA1/2 mutations are often exceptionally sensitive to PARP inhibitors. However, genomic alterations in other DNA damage response genes have not been consistently predictive of clinical response to PARP inhibition. Here, we perform genome-wide CRISPR-Cas9 knockout screens in BRCA1/2-proficient prostate cancer cells and identify previously unknown genes whose loss has a profound impact on PARP inhibitor response. Specifically, MMS22L deletion, frequently observed (up to 14%) in prostate cancer, renders cells hypersensitive to PARP inhibitors by disrupting RAD51 loading required for homologous recombination repair, although this response is TP53-dependent. Unexpectedly, loss of CHEK2 confers resistance rather than sensitivity to PARP inhibition through increased expression of BRCA2, a target of CHEK2-TP53-E2F7-mediated transcriptional repression. Combined PARP and ATR inhibition overcomes PARP inhibitor resistance caused by CHEK2 loss. Our findings may inform the use of PARP inhibitors beyond BRCA1/2-deficient tumors and support reevaluation of current biomarkers for PARP inhibition in prostate cancer.
Collapse
Affiliation(s)
- Takuya Tsujino
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Tomoaki Takai
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Kunihiko Hinohara
- Department of Medical Oncology, Dana-Farber Cancer Institute & Harvard Medical School, Boston, MA, USA
- Department of Immunology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Fu Gui
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Takeshi Tsutsumi
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Xiao Bai
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Chenkui Miao
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Chao Feng
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Bin Gui
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Zsofia Sztupinszki
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Antoine Simoneau
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Ning Xie
- Vancouver Prostate Centre, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Ladan Fazli
- Vancouver Prostate Centre, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Xuesen Dong
- Vancouver Prostate Centre, Vancouver General Hospital, Vancouver, British Columbia, Canada
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka, Japan
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute & Harvard Medical School, Boston, MA, USA
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute & Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Zoltan Szallasi
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Lee Zou
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Adam S Kibel
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
| | - Li Jia
- Division of Urology, Department of Surgery, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
14
|
Quinn Z, Leiby B, Sonpavde G, Choudhury AD, Sweeney C, Einstein D, Szmulewitz R, Sartor O, Knudsen K, Yang ESH, Kelly WK. Phase I Study of Niraparib in Combination with Radium-223 for the Treatment of Metastatic Castrate-Resistant Prostate Cancer. Clin Cancer Res 2023; 29:50-59. [PMID: 36321991 PMCID: PMC9812873 DOI: 10.1158/1078-0432.ccr-22-2526] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [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: 08/22/2022] [Revised: 10/04/2022] [Accepted: 10/31/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE To identify the safety of niraparib, a PARP inhibitor, in combination with Radium-223 for the treatment of metastatic castrate-resistant prostate cancer (mCRPC) in men without known BRCA mutations. PATIENTS AND METHODS Men with progressive mCPRC following ≥1 line of androgen receptor (AR)-targeted therapy and bone metastases but no documented BRCA-1 or BRCA-2 alterations or bulky visceral disease were included. Niraparib dose was escalated in combination with standard dosing of Radium-223 using a time-to-event continual reassessment method. The highest dose level with a DLT probability <20% was defined as MTD. Secondary endpoints included PSA change and progression-free survival. Exploratory analyses included assessing DNA mutations found in ctDNA as well as gene expression changes assessed in whole blood samples. RESULTS Thirty patients were treated with niraparib and radium-223: 13 patients received 100 mg, 12 received 200 mg, and 5 patients received 300 mg of niraparib. There were six DLT events: two (13%) for neutropenia, two (13%) for thrombocytopenia, whereas fatigue and nausea each occurred once (3%). Anemia (2/13%) and neutropenia (2/13%) were the most common grade 3 adverse events. For patients with prior chemotherapy exposure, the MTD was 100 mg, whereas the MTD for chemotherapy naïve patients was 200 mg. Whole blood gene expression of PAX5 and CD19 was higher in responders and ARG-1, IL2R, and FLT3 expression was higher in nonresponders. CONCLUSIONS Combining niraparib with Radium-223 in patients with mCRPC was safe; however, further studies incorporating biomarkers will better elucidate the role of combinations of PARP inhibitors with DNA damaging and other agents.
Collapse
Affiliation(s)
- Zachary Quinn
- Thomas Jefferson University, Sidney Kimmel Cancer Center, Philadelphia PA
| | - Benjamin Leiby
- Thomas Jefferson University, Sidney Kimmel Cancer Center, Philadelphia PA
| | - Guru Sonpavde
- Lank Center for Genitourinary Oncology, Dana Farber Cancer Institute, Boston MA
| | - Atish D Choudhury
- Lank Center for Genitourinary Oncology, Dana Farber Cancer Institute, Boston MA
| | - Christopher Sweeney
- Lank Center for Genitourinary Oncology, Dana Farber Cancer Institute, Boston MA
| | | | | | - Oliver Sartor
- Tulane University School of Medicine, Tulane Cancer Center, New Orleans, LA
| | - Karen Knudsen
- Thomas Jefferson University, Sidney Kimmel Cancer Center, Philadelphia PA
| | - Eddy Shih-Hsin Yang
- University of Alabama at Birmingham, O’Neal Comprehensive Cancer Center, Birmingham, AL
| | - Wm. Kevin Kelly
- Thomas Jefferson University, Sidney Kimmel Cancer Center, Philadelphia PA
| |
Collapse
|
15
|
Mouw KW, Choudhury AD. Development of PARP Inhibitors in Targeting Castration-Resistant Prostate Cancer. Cancer Treat Res 2023; 186:103-124. [PMID: 37978133 DOI: 10.1007/978-3-031-30065-3_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Prostate cancer is a genetically heterogenous disease and a subset of prostate tumors harbor alterations in DNA damage and repair (DDR) genes. Prostate tumor DDR gene alterations can arise via germline or somatic events and are enriched in high-grade and advanced disease. Alterations in genes in the homologous recombination (HR) repair pathway are associated with sensitivity to PARP inhibition in breast and ovarian cancer, and data from recently completed randomized trials also demonstrate benefit of PARP inhibitor therapy in patients with advanced metastatic castration-resistant prostate cancer (mCRPC) and tumor HR gene alterations. PARP inhibitors have been investigated in first-line mCRPC in biomarker-selected and unselected populations, and are currently under study in earlier disease states in patients with DDR gene alterations. This chapter focuses on the current state of PARP inhibitor development in prostate cancer with particular emphasis on biomarkers and combination therapy approaches.
Collapse
Affiliation(s)
- Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women's Hospital, Harvard Medical School, 450 Brookline Ave., HIM 328, Boston, MA, 02215, USA.
| | - Atish D Choudhury
- Harvard Medical School, Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave., Dana 930, Boston, MA, 02215, USA
| |
Collapse
|
16
|
Rosen DB, Orio P, Buzurovic I, Nguyen PL, Choudhury AD, King M. PP03 Presentation Time: 9:20 AM. Brachytherapy 2022. [DOI: 10.1016/j.brachy.2022.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
|
17
|
King MT, Yang DD, D’Amico AV, Buzurovic I, Harris TC, Guthier CV, Steele GS, Kathrins MN, Choudhury AD. Risk-adaptive paradigm for focal versus whole-gland salvage treatment for radio-recurrent prostate cancer. Front Oncol 2022; 12:998390. [PMID: 36249064 PMCID: PMC9554650 DOI: 10.3389/fonc.2022.998390] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/13/2022] [Indexed: 11/20/2022] Open
Affiliation(s)
- Martin T. King
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
- *Correspondence: Martin T. King,
| | - David D. Yang
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Anthony V. D’Amico
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Ivan Buzurovic
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Thomas C. Harris
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Christian V. Guthier
- Department of Radiation Oncology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Graeme S. Steele
- Department of Urology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Martin N. Kathrins
- Department of Urology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Atish D. Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
| |
Collapse
|
18
|
Zhou M, Ko M, Hoge AC, Luu K, Liu Y, Russell ML, Hannon WW, Zhang Z, Carrot-Zhang J, Beroukhim R, Van Allen EM, Choudhury AD, Nelson PS, Freedman M, Taplin ME, Meyerson M, Viswanathan SR, Ha G. Patterns of structural variation define prostate cancer across disease states. JCI Insight 2022; 7:161370. [PMID: 35943799 PMCID: PMC9536266 DOI: 10.1172/jci.insight.161370] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/04/2022] [Indexed: 11/19/2022] Open
Abstract
The complex genomic landscape of prostate cancer evolves across disease states under therapeutic pressure directed toward inhibiting androgen receptor (AR) signaling. While significantly altered genes in prostate cancer have been extensively defined, there have been fewer systematic analyses of how structural variation shapes the genomic landscape of this disease across disease states. We uniformly characterized structural alterations across 531 localized and 143 metastatic prostate cancers profiled by whole genome sequencing, 125 metastatic samples of which were also profiled via whole transcriptome sequencing. We observed distinct significantly recurrent breakpoints in localized and metastatic castration-resistant prostate cancers (mCRPC), with pervasive alterations in noncoding regions flanking the AR, MYC, FOXA1, and LSAMP genes enriched in mCRPC and TMPRSS2-ERG rearrangements enriched in localized prostate cancer. We defined 9 subclasses of mCRPC based on signatures of structural variation, each associated with distinct genetic features and clinical outcomes. Our results comprehensively define patterns of structural variation in prostate cancer and identify clinically actionable subgroups based on whole genome profiling.
Collapse
Affiliation(s)
- Meng Zhou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Minjeong Ko
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Anna Ch Hoge
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Kelsey Luu
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Yuzhen Liu
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Magdalena L Russell
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - William W Hannon
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Zhenwei Zhang
- Department of Pathology, University of Massachusetts Medical School, Worchester, United States of America
| | - Jian Carrot-Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Rameen Beroukhim
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Peter S Nelson
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| | - Matthew Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana Faber Cancer Institute, Boston, United States of America
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Srinivas R Viswanathan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States of America
| | - Gavin Ha
- Public Health Sciences and Human Biology Divisions, Fred Hutchinson Cancer Center, Seattle, United States of America
| |
Collapse
|
19
|
Berchuck JE, Boiarsky D, Silver R, Sunkara R, McClure HM, Tsai HK, Siegmund S, Tewari AK, Nowak JA, Lindeman NI, Rana HQ, Choudhury AD, Pomerantz MM, Freedman ML, Van Allen EM, Taplin ME. Addition of Germline Testing to Tumor-Only Sequencing Improves Detection of Pathogenic Germline Variants in Men With Advanced Prostate Cancer. JCO Precis Oncol 2022; 6:e2200329. [PMID: 36103646 PMCID: PMC9489164 DOI: 10.1200/po.22.00329] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 06/16/2022] [Revised: 07/21/2022] [Accepted: 08/12/2022] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Guidelines recommend somatic and germline testing for men with advanced prostate cancer (PCa). Barriers to widespread implementation result in underutilization of germline testing. Somatic testing alone risks missing pathogenic germline variants (PGVs). We sought to determine whether the addition of germline testing to tumor-only sequencing improves detection of PGVs in men with advanced PCa. Secondarily, we sought to define the added value of combining somatic and germline testing to optimize detection of clinically actionable alterations. PATIENTS AND METHODS We analyzed results of independent germline testing and tumor-only sequencing from 100 men with advanced PCa from a prospective clinical trial (ClinicalTrials.gov identifier: NCT03328091). The primary outcome was the proportion of PGVs not reported with tumor-only sequencing. The secondary outcome was the association of locus-specific loss of heterozygosity for PGVs in homologous recombination genes with clinical-genomic features. RESULTS In the 100 men who underwent germline testing and tumor-only sequencing, 24 PGVs were identified, 17 of which were clinically actionable, in 23 patients. Tumor-only sequencing failed to report four (17%) of the PGVs. One additional PGV (4.2%) had variant allele frequency on tumor-sequencing below the threshold for follow-up germline testing. When integrating tumor-only sequencing with germling testing results, 33% of patients harbored clinically actionable alterations. Rates of locus-specific loss of heterozygosity were higher for BRCA2 PGVs in castration-resistant PCa than PGVs in other homologous recombination genes in hormone-sensitive PCa (P = .029). CONCLUSION Tumor-only sequencing failed to report more than 20% of PGVs in men with advanced PCa. These findings strongly support guideline recommendations for universal germline and somatic testing in this population. Combining tumor and germline sequencing doubled the chance of detecting a clinically actionable alteration.
Collapse
Affiliation(s)
- Jacob E. Berchuck
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | | | | | - Rajitha Sunkara
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | | | | | | | - Alok K. Tewari
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | | | | | - Huma Q. Rana
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | - Atish D. Choudhury
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | - Mark M. Pomerantz
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | | | - Eliezer M. Van Allen
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital, Boston, MA
| |
Collapse
|
20
|
Choudhury AD. PTEN-PI3K pathway alterations in advanced prostate cancer and clinical implications. Prostate 2022; 82 Suppl 1:S60-S72. [PMID: 35657152 DOI: 10.1002/pros.24372] [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] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/21/2022] [Accepted: 05/03/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Despite significant advances in molecular characterization and therapeutic targeting of advanced prostate cancer, it remains the second most common cause of cancer death in men in the United States. The PI3K (Phosphatidylinositol 3-kinase)/AKT (AKT serine/threonine kinase)/mTOR (mammalian target of rapamycin) signaling pathway is commonly altered in prostate cancer, most frequently through loss of the PTEN (Phosphatase and Tensin Homolog) tumor suppressor, and is critical for cancer cell proliferation, migration, and survival. METHODS This study summarizes signaling through the PTEN/PI3K pathway, alterations in pathway components commonly seen in advanced prostate cancer, and results of clinical trials of pathway inhibitors reported to date with a focus on more recently reported studies. It also reviews rationale for combination approaches currently under study, including with taxanes, immune checkpoint inhibitors and poly (ADP-ribose) polymerase inhibitors, and discusses future directions in biomarker testing and therapeutic targeting of this pathway. RESULTS Clinical trials studying pharmacologic inhibitors of PI3K, AKT or mTOR kinases have demonstrated modest activity of specific agents, with several trials of pathway inhibitors currently in progress. A key challenge is the importance of PI3K/AKT/mTOR signaling in noncancerous tissues, leading to predictable but often severe toxicities at therapeutic doses. RESULTS Further advances in selective pharmacologic inhibition of the PI3K/AKT/mTOR pathway in tumors, development of rational combinations, and appropriate biomarker selection to identify the appropriate tumor- and patient-specific vulnerabilities will be required to optimize clinical benefit from therapeutic targeting of this pathway.
Collapse
Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
21
|
Dillon KM, Bekele RT, Sztupinszki Z, Hanlon T, Rafiei S, Szallasi Z, Choudhury AD, Mouw KW. PALB2 or BARD1 loss confers homologous recombination deficiency and PARP inhibitor sensitivity in prostate cancer. NPJ Precis Oncol 2022; 6:49. [PMID: 35768576 PMCID: PMC9242979 DOI: 10.1038/s41698-022-00291-7] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 06/08/2022] [Indexed: 12/02/2022] Open
Abstract
PARP inhibitors were recently approved for treatment of molecularly-defined subsets of metastatic castrate-resistant prostate cancer (mCRPC) patients. Although the PARP inhibitor olaparib was approved for use in patients with a mutation in one of fourteen genes, the mutation frequency of the genes varies widely in mCRPC and the impact of the less commonly altered genes on PARP inhibitor sensitivity is uncertain. We used functional approaches to directly test the impact of PALB2 and BARD1 loss on homologous recombination (HR) function and PARP inhibitor sensitivity in prostate cancer cell lines. PALB2 or BARD1 loss led to decreased HR function as measured by loss of radiation-induced Rad51 foci formation as well as decreased HR capacity in a cell-based reporter assay. PALB2 or BARD1 loss also significantly increased sensitivity to the PARP inhibitors olaparib and rucaparib across a panel of prostate cancer cell lines. These data support PALB2 and BARD1 loss as markers of clinically relevant PARP inhibitor sensitivity and highlight the potential to use functional approaches to complement and extend findings from clinical trials of targeted agents.
Collapse
Affiliation(s)
- Kasia M Dillon
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Raie T Bekele
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | | | - Timothy Hanlon
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Shahrzad Rafiei
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zoltan Szallasi
- Danish Cancer Society Research Center, Copenhagen, Denmark.,Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.,Second Department of Pathology, SE NAP, Brain Metastasis Research Goup, Semmelweis University, Budapest, Hungary
| | - Atish D Choudhury
- Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Radiation Oncology, Brigham & Women's Hospital, Boston, MA, USA.
| |
Collapse
|
22
|
Choudhury AD, Higano CS, de Bono JS, Cook N, Rathkopf DE, Wisinski KB, Martin-Liberal J, Linch M, Heath EI, Baird RD, García-Carbacho J, Quintela-Fandino M, Barry ST, de Bruin EC, Colebrook S, Hawkins G, Klinowska T, Maroj B, Moorthy G, Mortimer PG, Moschetta M, Nikolaou M, Sainsbury L, Shapiro GI, Siu LL, Hansen AR. A Phase I Study Investigating AZD8186, a Potent and Selective Inhibitor of PI3Kβ/δ, in Patients with Advanced Solid Tumors. Clin Cancer Res 2022; 28:2257-2269. [PMID: 35247924 PMCID: PMC9662946 DOI: 10.1158/1078-0432.ccr-21-3087] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [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: 08/27/2021] [Revised: 12/21/2021] [Accepted: 03/01/2022] [Indexed: 01/13/2023]
Abstract
PURPOSE To characterize safety and tolerability of the selective PI3Kβ inhibitor AZD8186, identify a recommended phase II dose (RP2D), and assess preliminary efficacy in combination with abiraterone acetate or vistusertib. PATIENTS AND METHODS This phase I open-label study included patients with advanced solid tumors, particularly prostate cancer, triple-negative breast cancer, and squamous non-small cell lung cancer. The study comprised four arms: (i) AZD8186 monotherapy dose finding; (ii) monotherapy dose expansion; (iii) AZD8186/abiraterone acetate (with prednisone); and (iv) AZD8186/vistusertib. The primary endpoints were safety, tolerability, and identification of the RP2D of AZD8186 monotherapy and in combination. Secondary endpoints included pharmacokinetics (PK), pharmacodynamics, and tumor and prostate-specific antigen (PSA) responses. RESULTS In total, 161 patients were enrolled. AZD8186 was well tolerated across all study arms, the most common adverse events being gastrointestinal symptoms. In the monotherapy dose-finding arm, four patients experienced dose-limiting toxicities (mainly rash). AZD8186 doses of 60-mg twice daily [BID; 5 days on, 2 days off (5:2)] and 120-mg BID (continuous and 5:2 dosing) were taken into subsequent arms. The PKs of AZD8186 were dose proportional, without interactions with abiraterone acetate or vistusertib, and target inhibition was observed in plasma and tumor tissue. Monotherapy and combination therapy showed preliminary evidence of limited antitumor activity by imaging and, in prostate cancer, PSA reduction. CONCLUSIONS AZD8186 monotherapy had an acceptable safety and tolerability profile, and combination with abiraterone acetate/prednisone or vistusertib was also tolerated. There was preliminary evidence of antitumor activity, meriting further exploration of AZD8186 in subsequent studies in PI3Kβ pathway-dependent cancers.
Collapse
Affiliation(s)
- Atish D. Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Celestia S. Higano
- Department of Medical Oncology, University of Washington and Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Johann S. de Bono
- Drug Development Unit, The Institute of Cancer Research and Royal Marsden, London, United Kingdom
| | - Natalie Cook
- The Christie NHS Foundation Trust and The University of Manchester, Manchester, United Kingdom
| | - Dana E. Rathkopf
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine, New York, New York
| | - Kari B. Wisinski
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin
| | - Juan Martin-Liberal
- Medical Oncology Department, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mark Linch
- University College London (UCL) Cancer Institute and UCL Hospital, London, United Kingdom
| | - Elisabeth I. Heath
- Department of Oncology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
| | | | - Javier García-Carbacho
- Department of Medical Oncology (Hospital Clinic Barcelona)/Translational Genomics and Targeted Therapies in Solid Tumors (IDIBAPS), Barcelona, Spain
| | | | | | | | | | | | | | - Brijesh Maroj
- Oncology R&D, AstraZeneca, Cambridge, United Kingdom
| | - Ganesh Moorthy
- Clinical Pharmacology & Quantitative Pharmacology (CPQP), Clinical Pharmacology and Safety Sciences, R&D, AstraZeneca, Boston, Massachusetts
| | | | | | | | - Liz Sainsbury
- Oncology R&D, AstraZeneca, Cambridge, United Kingdom
| | - Geoffrey I. Shapiro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lillian L. Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Aaron R. Hansen
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Corresponding Author: Aaron R. Hansen, Princess Margaret Cancer Center, 700 University Avenue, Suite 7-623, Toronto, ON M5G 1×6, Canada. E-mail:
| |
Collapse
|
23
|
Stover EH, Oh C, Keskula P, Choudhury AD, Tseng YY, Adalsteinsson VA, Lohr JG, Thorner AR, Ducar M, Kryukov GV, Ha G, Rosenberg M, Freeman SS, Zhang Z, Wu X, Van Allen EM, Takeda DY, Loda M, Wu CL, Taplin ME, Garraway LA, Boehm JS, Huang FW. Implementation of a prostate cancer-specific targeted sequencing panel for credentialing of patient-derived cell lines and genomic characterization of patient samples. Prostate 2022; 82:584-597. [PMID: 35084050 PMCID: PMC8887817 DOI: 10.1002/pros.24305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 12/24/2021] [Accepted: 12/30/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Primary and metastatic prostate cancers have low mutation rates and recurrent alterations in a small set of genes, enabling targeted sequencing of prostate cancer-associated genes as an efficient approach to characterizing patient samples (compared to whole-exome and whole-genome sequencing). For example, targeted sequencing provides a flexible, rapid, and cost-effective method for genomic assessment of patient-derived cell lines to evaluate fidelity to initial patient tumor samples. METHODS We developed a prostate cancer-specific targeted next-generation sequencing (NGS) panel to detect alterations in 62 prostate cancer-associated genes as well as recurring gene fusions with ETS family members, representing the majority of common alterations in prostate cancer. We tested this panel on primary prostate cancer tissues and blood biopsies from patients with metastatic prostate cancer. We generated patient-derived cell lines from primary prostate cancers using conditional reprogramming methods and applied targeted sequencing to evaluate the fidelity of these cell lines to the original patient tumors. RESULTS The prostate cancer-specific panel identified biologically and clinically relevant alterations, including point mutations in driver oncogenes and ETS family fusion genes, in tumor tissues from 29 radical prostatectomy samples. The targeted panel also identified genomic alterations in cell-free DNA and circulating tumor cells (CTCs) from patients with metastatic prostate cancer, and in standard prostate cancer cell lines. We used the targeted panel to sequence our set of patient-derived cell lines; however, no prostate cancer-specific mutations were identified in the tumor-derived cell lines, suggesting preferential outgrowth of normal prostate epithelial cells. CONCLUSIONS We evaluated a prostate cancer-specific targeted NGS panel to detect common and clinically relevant alterations (including ETS family gene fusions) in prostate cancer. The panel detected driver mutations in a diverse set of clinical samples of prostate cancer, including fresh-frozen tumors, cell-free DNA, CTCs, and cell lines. Targeted sequencing of patient-derived cell lines highlights the challenge of deriving cell lines from primary prostate cancers and the importance of genomic characterization to credential candidate cell lines. Our study supports that a prostate cancer-specific targeted sequencing panel provides an efficient, clinically feasible approach to identify genetic alterations across a spectrum of prostate cancer samples and cell lines.
Collapse
Affiliation(s)
- Elizabeth H. Stover
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | - Coyin Oh
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | - Atish D. Choudhury
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | | | - Jens G. Lohr
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | | | - Gregory V. Kryukov
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | - Gavin Ha
- Fred Hutchinson Cancer Research Center, Seattle WA
| | | | | | - Zhenwei Zhang
- Dana-Farber Cancer Institute, Boston MA
- University of Massachusetts Memorial Medical Center, Worcester MA
| | | | - Eliezer M. Van Allen
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | - Massimo Loda
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- New York-Presbyterian/Weill Cornell Medical Center, New York, NY
| | - Chin-Lee Wu
- Harvard Medical School, Boston MA
- Massachusetts General Hospital, Boston MA
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Boston MA
- Harvard Medical School, Boston MA
| | | | | | | |
Collapse
|
24
|
Gydush G, Nguyen E, Bae JH, Blewett T, Rhoades J, Reed SC, Shea D, Xiong K, Liu R, Yu F, Leong KW, Choudhury AD, Stover DG, Tolaney SM, Krop IE, Christopher Love J, Parsons HA, Mike Makrigiorgos G, Golub TR, Adalsteinsson VA. Massively parallel enrichment of low-frequency alleles enables duplex sequencing at low depth. Nat Biomed Eng 2022; 6:257-266. [PMID: 35301450 PMCID: PMC9089460 DOI: 10.1038/s41551-022-00855-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [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: 05/01/2020] [Accepted: 01/28/2022] [Indexed: 02/07/2023]
Abstract
The ability to assay large numbers of low-frequency mutations is useful in biomedicine, yet, the technical hurdles of sequencing multiple mutations at extremely high depth, with accuracy, limits their detection in clinical practice. Low-frequency mutations can typically be detected by increasing the sequencing depth, however this limits the number of loci that can be probed for simultaneously. Here, we report a technique to accurately track thousands of distinct mutations with minimal reads, termed MAESTRO (minor allele enriched sequencing through recognition oligonucleotides), which employs massively-parallel mutation enrichment to enable duplex sequencing to track up to 10,000 low-frequency mutations, yet requiring up to 100-fold less sequencing. We show that MAESTRO could inform the mutation validation of whole-exome sequencing and whole genome sequencing data from tumor samples, enable chimerism testing, and is suitable for the monitoring of minimal residual disease via liquid biopsies. MAESTRO may improve the breadth, depth, accuracy, and efficiency of sequencing-based mutational testing. Massively-parallel mutation enrichment enables the tracking of up to 10,000 low-frequency mutations, via duplex sequencing, requiring up to 100-fold less sequencing depth.
Collapse
Affiliation(s)
| | - Erica Nguyen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jin H Bae
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | | | - Douglas Shea
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kan Xiong
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ruolin Liu
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Fangyan Yu
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA, USA
| | - Ka Wai Leong
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Atish D Choudhury
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Daniel G Stover
- Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Sara M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ian E Krop
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - J Christopher Love
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA
| | - Heather A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - G Mike Makrigiorgos
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA, USA.
| | - Todd R Golub
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| | - Viktor A Adalsteinsson
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, USA.
| |
Collapse
|
25
|
Wei XX, Kwak L, Hamid A, He M, Sweeney C, Flanders SC, Harmon M, Choudhury AD. Outcomes in men with metastatic castration-resistant prostate cancer who received sipuleucel-T and no immediate subsequent therapy: experience at Dana Farber and in the PROCEED Registry. Prostate Cancer Prostatic Dis 2022; 25:314-319. [PMID: 35145218 DOI: 10.1038/s41391-022-00493-x] [Citation(s) in RCA: 4] [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: 06/24/2021] [Revised: 11/14/2021] [Accepted: 01/12/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Sipuleucel-T has demonstrated survival benefit in phase 3 trials but is utilized in few men with metastatic castration-resistant prostate cancer (mCRPC) in part due to low rates of PSA and objective response. Given the requirement to develop immune-mediated antitumor activity as vaccine-based therapy, sipuleucel-T may have delayed clinical activity. We explored this in a cohort of men from PROCEED (NCT01306890), an FDA-requested outcomes registry, and in a separate institutional cohort of mCRPC patients treated with sipuleucel-T at Dana-Farber Cancer Institute (DFCI). METHODS Men with mCRPC who received 3 infusions of sipuleucel-T and did not initiate a new mCRPC directed therapy for ≥6 months after completion of sipuleucel-T were included. All patients had rising PSA before starting sipuleucel-T and available post-treatment PSA measurements. Clinical outcomes of interest included: PSA50 response rate, time to subsequent mCRPC directed therapy, and overall survival (OS). RESULTS Of 1902 men with mCRPC treated in PROCEED and 255 patients treated consecutively with sipuleucel-T between 4/2010 and 4/2017 at DFCI, 171 and 28 patients were included, respectively. In the PROCEED sample, PSA50 response was observed in 34 (19.9%) of patients at a median of 5.5 months (IQR: 3.9-9.5) since the last sipuleucel-T infusion; median time to subsequent mCRPC directed therapy was 10 months (95% CI: 9-11); and median OS was 49 months (95% CI: 43-NR). In the DFCI cohort, PSA50 response was observed in 4 (14.3%) of patients at a median of 6.3 months (IQR: 4.7-7.0); median time to subsequent mCRPC directed therapy was 9 months (95% CI: 9-11); and median OS was 60 months (95% CI: 51-74). CONCLUSIONS In this analysis of mCRPC patients treated with sipuleucel-T who did not immediately initiate subsequent therapy using two datasets, delayed PSA response was observed in a subset of patients indicating delayed clinical activity.
Collapse
Affiliation(s)
- Xiao X Wei
- Dana-Farber Cancer Institute, Boston, MA, USA.
| | - Lucia Kwak
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Anis Hamid
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Monica He
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | | | | |
Collapse
|
26
|
Beltran H, Choudhury AD. Towards Biologically Driven Decision-making in Metastatic Hormone-sensitive Prostate Cancer. Eur Urol Oncol 2021; 4:924-926. [PMID: 34857503 DOI: 10.1016/j.euo.2021.11.003] [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] [Received: 11/10/2021] [Accepted: 11/17/2021] [Indexed: 10/19/2022]
Affiliation(s)
- Himisha Beltran
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA.
| | - Atish D Choudhury
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, USA
| |
Collapse
|
27
|
Francini E, Ou FS, Rhoades J, Wolfe EG, O’Connor EP, Ha G, Gydush G, Kelleher KM, Bhatt RS, Balk SP, Sweeney CJ, Adalsteinsson VA, Taplin ME, Choudhury AD. Circulating Cell-Free DNA as Biomarker of Taxane Resistance in Metastatic Castration-Resistant Prostate Cancer. Cancers (Basel) 2021; 13:4055. [PMID: 34439209 PMCID: PMC8391478 DOI: 10.3390/cancers13164055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 08/10/2021] [Indexed: 11/17/2022] Open
Abstract
There are no biomarkers predictive of resistance to docetaxel or cabazitaxel validated for patients with metastatic castration-resistant prostate cancer (mCRPC). We assessed the association between ABCB1 amplification and primary resistance to docetaxel or cabazitaxel for patients with mCRPC, using circulating cell-free DNA (cfDNA). Patients with ≥1 plasma sample drawn within 12 months before starting docetaxel (cohort A) or cabazitaxel (cohort B) for mCRPC were identified from the Dana-Farber Cancer Institute IRB approved database. Sparse whole genome sequencing was performed on the selected cfDNA samples and tumor fractions were estimated using the computational tool ichorCNA. We evaluated the association between ABCB1 amplification or other copy number alterations and primary resistance to docetaxel or cabazitaxel. Of the selected 176 patients, 45 samples in cohort A and 21 samples in cohort B had sufficient tumor content. No significant association was found between ABCB1 amplification and primary resistance to docetaxel (p = 0.58; odds ratio (OR) = 1.49) or cabazitaxel (p = 0.97; OR = 1.06). No significant association was found between exploratory biomarkers and primary resistance to docetaxel or cabazitaxel. In this study, ABCB1 amplification did not predict primary resistance to docetaxel or cabazitaxel for mCRPC. Future studies including ABCB1 amplification in a suite of putative biomarkers and a larger cohort may aid in drawing definitive conclusions.
Collapse
Affiliation(s)
- Edoardo Francini
- Department of Experimental and Clinical Medicine, University of Florence, 50134 Florence, Italy
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
| | - Fang-Shu Ou
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA; (F.-S.O.); (E.G.W.)
| | - Justin Rhoades
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.R.); (G.G.); (V.A.A.)
| | - Eric G. Wolfe
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA; (F.-S.O.); (E.G.W.)
| | - Edward P. O’Connor
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
| | - Gavin Ha
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.R.); (G.G.); (V.A.A.)
| | - Gregory Gydush
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.R.); (G.G.); (V.A.A.)
| | - Kaitlin M. Kelleher
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
| | - Rupal S. Bhatt
- Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; (R.S.B.); (S.P.B.)
| | - Steven P. Balk
- Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; (R.S.B.); (S.P.B.)
| | - Christopher J. Sweeney
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
| | - Viktor A. Adalsteinsson
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.R.); (G.G.); (V.A.A.)
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
| | - Atish D. Choudhury
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA; (E.P.O.); (G.H.); (K.M.K.); (C.J.S.); (M.-E.T.); (A.D.C.)
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; (J.R.); (G.G.); (V.A.A.)
| |
Collapse
|
28
|
McKay RR, Xie W, Ye H, Fennessy FM, Zhang Z, Lis R, Calagua C, Rathkopf D, Laudone VP, Bubley GJ, Einstein DJ, Chang PK, Wagner AA, Parsons JK, Preston MA, Kilbridge K, Chang SL, Choudhury AD, Pomerantz MM, Trinh QD, Kibel AS, Taplin ME. Results of a Randomized Phase II Trial of Intense Androgen Deprivation Therapy prior to Radical Prostatectomy in Men with High-Risk Localized Prostate Cancer. J Urol 2021; 206:80-87. [PMID: 33683939 PMCID: PMC9807004 DOI: 10.1097/ju.0000000000001702] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE This multicenter randomized phase 2 trial investigates the impact of intense androgen deprivation on radical prostatectomy pathologic response and radiographic and tissue biomarkers in localized prostate cancer (NCT02903368). MATERIALS AND METHODS Eligible patients had a Gleason score ≥4+3=7, prostate specific antigen >20 ng/mL or T3 disease and lymph nodes <20 mm. In Part 1, patients were randomized 1:1 to apalutamide, abiraterone acetate, prednisone and leuprolide (AAPL) or abiraterone, prednisone, leuprolide (APL) for 6 cycles (1 cycle=28 days) followed by radical prostatectomy. Surgical specimens underwent central review. The primary end point was the rate of pathologic complete response or minimum residual disease (minimum residual disease, tumor ≤5 mm). Secondary end points included prostate specific antigen response, positive margin rate and safety. Magnetic resonance imaging and tissue biomarkers of pathologic outcomes were explored. RESULTS The study enrolled 118 patients at 4 sites. Median age was 61 years and 94% of patients had high-risk disease. The combined pathologic complete response or minimum residual disease rate was 22% in the AAPL arm and 20% in the APL arm (difference: 1.5%; 1-sided 95% CI -11%, 14%; 1-sided p=0.4). No new safety signals were observed. There was low concordance and correlation between posttherapy magnetic resonance imaging assessed and pathologically assessed tumor volume. PTEN-loss, ERG positivity and presence of intraductal carcinoma were associated with extensive residual tumor. CONCLUSIONS Intense neoadjuvant hormone therapy in high-risk prostate cancer resulted in favorable pathologic responses (tumor <5 mm) in 21% of patients. Pathologic responses were similar between treatment arms. Part 2 of this study will investigate the impact of adjuvant hormone therapy on biochemical recurrence.
Collapse
Affiliation(s)
- Rana R. McKay
- University of California San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093-0987
| | - Wanling Xie
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Huihui Ye
- University of California Los Angeles, Los Angeles, CA 90095
| | - Fiona M. Fennessy
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Zhenwei Zhang
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Rosina Lis
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Carla Calagua
- University of California Los Angeles, Los Angeles, CA 90095
| | - Dana Rathkopf
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065
| | - Vincent P. Laudone
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065
| | - Glenn J. Bubley
- Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215
| | - David J. Einstein
- Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215
| | - Peter K. Chang
- Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215
| | - Andrew A. Wagner
- Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215
| | - J. Kellogg Parsons
- University of California San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093-0987
| | - Mark A. Preston
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Kerry Kilbridge
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Steven L. Chang
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | | | - Mark M. Pomerantz
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Quoc-Dien Trinh
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Adam S. Kibel
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215
| |
Collapse
|
29
|
Cheng ML, Pectasides E, Hanna GJ, Parsons HA, Choudhury AD, Oxnard GR. Circulating tumor DNA in advanced solid tumors: Clinical relevance and future directions. CA Cancer J Clin 2021; 71:176-190. [PMID: 33165928 DOI: 10.3322/caac.21650] [Citation(s) in RCA: 90] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 08/21/2020] [Accepted: 09/14/2020] [Indexed: 02/06/2023] Open
Abstract
The application of genomic profiling assays using plasma circulating tumor DNA (ctDNA) is rapidly evolving in the management of patients with advanced solid tumors. Diverse plasma ctDNA technologies in both commercial and academic laboratories are in routine or emerging use. The increasing integration of such testing to inform treatment decision making by oncology clinicians has complexities and challenges but holds significant potential to substantially improve patient outcomes. In this review, the authors discuss the current role of plasma ctDNA assays in oncology care and provide an overview of ongoing research that may inform real-world clinical applications in the near future.
Collapse
Affiliation(s)
- Michael L Cheng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Eirini Pectasides
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Glenn J Hanna
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Heather A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Geoffrey R Oxnard
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
30
|
Mantia C, Choudhury AD. Transdermal oestrogen for advanced prostate cancer. Lancet 2021; 397:556-557. [PMID: 33581806 DOI: 10.1016/s0140-6736(21)00305-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 01/29/2021] [Indexed: 10/22/2022]
|
31
|
McGregor BA, Campbell MT, Xie W, Farah S, Bilen MA, Schmidt AL, Sonpavde GP, Kilbridge KL, Choudhury AD, Mortazavi A, Shah AY, Venkatesan AM, Bubley GJ, Siefker-Radtke AO, McKay RR, Choueiri TK. Results of a multicenter, phase 2 study of nivolumab and ipilimumab for patients with advanced rare genitourinary malignancies. Cancer 2020; 127:840-849. [PMID: 33216356 DOI: 10.1002/cncr.33328] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [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: 09/21/2020] [Revised: 10/11/2020] [Accepted: 10/13/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND In this multicenter, single-arm, multicohort, phase 2 trial, the efficacy of nivolumab and ipilimumab was evaluated in patients with advanced rare genitourinary cancers, including bladder and upper tract carcinoma of variant histology (BUTCVH), adrenal tumors, platinum-refractory germ cell tumors, penile carcinoma, and prostate cancer of variant histology (NCT03333616). METHODS Patients with rare genitourinary malignancies and no prior immune checkpoint inhibitor exposure were enrolled. Patients received nivolumab at 3 mg/kg and ipilimumab at 1 mg/kg intravenously every 3 weeks for 4 doses, and this was followed by 480 mg of nivolumab intravenously every 4 weeks. The primary endpoint was the objective response rate (ORR) by the Response Evaluation Criteria in Solid Tumors (version 1.1). RESULTS Fifty-five patients were enrolled at 6 institutions between April 2018 and July 2019 in 3 cohorts: BUTCVH (n = 19), adrenal tumors (n = 18), and other tumors (n = 18). The median follow-up was 9.9 months (range, 1 to 21 months). Twenty-eight patients (51%) received 4 doses of nivolumab and ipilimumab; 25 patients received nivolumab maintenance for a median of 4 cycles (range, 1-18 cycles). The ORR for the entire study was 16% (80% confidence interval, 10%-25%); the ORR in the BUTCVH cohort, including 2 complete responses, was 37%, and it was 6% in the other 2 cohorts. Twenty-two patients (40%) developed treatment-related grade 3 or higher toxicities; 24% (n = 13) required high-dose steroids (≥40 mg of prednisone or the equivalent). Grade 5 events occurred in 3 patients; 1 death was treatment related. CONCLUSIONS Nivolumab and ipilimumab resulted in objective responses in a subset of patients with rare genitourinary malignancies, especially those with BUTCVH. An additional cohort exploring their activity in genitourinary tumors with neuroendocrine differentiation is ongoing. LAY SUMMARY Patients with rare cancers are often excluded from studies and have limited treatment options. Fifty-five patients with rare tumors of the genitourinary system were enrolled from multiple sites and were treated with nivolumab and ipilimumab, a regimen used for kidney cancer. The regimen showed activity in some patients, particularly those with bladder or upper tract cancers of unusual or variant histology; 37% of those patients responded to therapy. Additional studies are ongoing to better determine who benefits the most from this combination.
Collapse
Affiliation(s)
| | | | - Wanling Xie
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Mehmet A Bilen
- Winship Cancer Institute of Emory University, Atlanta, Georgia
| | | | | | | | | | | | - Amishi Y Shah
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Glenn J Bubley
- Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - Rana R McKay
- University of California San Diego, San Diego, California
| | | |
Collapse
|
32
|
Tripathi A, Supko JG, Gray KP, Melnick ZJ, Regan MM, Taplin ME, Choudhury AD, Pomerantz MM, Bellmunt J, Yu C, Sun Z, Srinivas S, Kantoff PW, Sweeney CJ, Harshman LC. Dual Blockade of c-MET and the Androgen Receptor in Metastatic Castration-resistant Prostate Cancer: A Phase I Study of Concurrent Enzalutamide and Crizotinib. Clin Cancer Res 2020; 26:6122-6131. [PMID: 32943461 DOI: 10.1158/1078-0432.ccr-20-2306] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 08/07/2020] [Accepted: 09/09/2020] [Indexed: 12/23/2022]
Abstract
PURPOSE Androgen receptor (AR) inhibition can upregulate c-MET expression, which may be a resistance mechanism driving progression of castration-resistant prostate cancer (CRPC). We conducted a phase I trial investigating the safety and pharmacokinetics of a potent c-MET inhibitor, crizotinib, with the AR antagonist, enzalutamide, in CRPC. PATIENTS AND METHODS Employing a 3+3 dose-escalation design, we tested three dose levels of crizotinib (250 mg daily, 200 mg twice a day, and 250 mg twice a day) with standard-dose enzalutamide (160 mg daily). The primary endpoint was rate of dose-limiting toxicities (DLTs). Tolerability and pharmacokinetics profile were secondary endpoints. RESULTS Twenty-four patients were enrolled in the dose-escalation (n = 16) and dose-expansion (n = 8) phases. Two DLTs occurred in dose escalation (grade 3 alanine aminotransferase elevation). The MTD of crizotinib was 250 mg twice a day. Most frequent treatment-related adverse events were fatigue (50%), transaminitis (38%), nausea (33%), and vomiting, constipation, and diarrhea (21% each). Grade ≥3 events (25%) included transaminitis (n = 2), fatigue (n = 1), hypertension (n = 1), pulmonary embolism (n = 1), and a cardiac event encompassing QTc prolongation/ventricular arrhythmia/cardiac arrest. Median progression-free survival was 5.5 months (95% confidence interval, 2.8-21.2). Pharmacokinetics analysis at the MTD (n = 12) revealed a mean C max ss of 104 ± 45 ng/mL and AUCτ ss of 1,000 ± 476 ng•h/mL, representing a 74% decrease in crizotinib systemic exposure relative to historical data (C max ss, 315 ng/mL and AUCτ ss, 3,817 ng•h/mL). CONCLUSIONS Concurrent administration of enzalutamide and crizotinib resulted in a clinically significant 74% decrease in systemic crizotinib exposure. Further investigation of this combination in CRPC is not planned. Our results highlight the importance of evaluating pharmacokinetics interactions when evaluating novel combination strategies in CRPC.
Collapse
Affiliation(s)
- Abhishek Tripathi
- University of Oklahoma Health Science Center, Oklahoma City, Oklahoma
| | - Jeffrey G Supko
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | - Kathryn P Gray
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Frontier Science Foundation, Boston, Massachusetts
| | - Zachary J Melnick
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Meredith M Regan
- Division of Biostatistics, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mary-Ellen Taplin
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Atish D Choudhury
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mark M Pomerantz
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joaquim Bellmunt
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Channing Yu
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Zijie Sun
- Beckman Research Institute, City of Hope, California.,Stanford University, Stanford, California
| | | | | | - Christopher J Sweeney
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lauren C Harshman
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
| |
Collapse
|
33
|
Singh M, Krishnan R, Goswami B, Choudhury AD, Swapna P, Vellore R, Prajeesh AG, Sandeep N, Venkataraman C, Donner RV, Marwan N, Kurths J. Fingerprint of volcanic forcing on the ENSO-Indian monsoon coupling. Sci Adv 2020; 6:6/38/eaba8164. [PMID: 32948581 PMCID: PMC7500933 DOI: 10.1126/sciadv.aba8164] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 07/31/2020] [Indexed: 06/11/2023]
Abstract
Coupling of the El Niño-Southern Oscillation (ENSO) and Indian monsoon (IM) is central to seasonal summer monsoon rainfall predictions over the Indian subcontinent, although a nonstationary relationship between the two nonlinear phenomena can limit seasonal predictability. Radiative effects of volcanic aerosols injected into the stratosphere during large volcanic eruptions (LVEs) tend to alter ENSO evolution; however, their impact on ENSO-IM coupling remains unclear. Here, we investigate how LVEs influence the nonlinear behavior of the ENSO and IM dynamical systems using historical data, 25 paleoclimate reconstructions, last-millennium climate simulations, large-ensemble targeted climate sensitivity experiments, and advanced analysis techniques. Our findings show that LVEs promote a significantly enhanced phase-synchronization of the ENSO and IM oscillations, due to an increase in the angular frequency of ENSO. The results also shed innovative insights into the physical mechanism underlying the LVE-induced enhancement of ENSO-IM coupling and strengthen the prospects for improved seasonal monsoon predictions.
Collapse
Affiliation(s)
- M Singh
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
- IDP in Climate Studies, Indian Institute of Technology, Bombay, India
| | - R Krishnan
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India.
| | - B Goswami
- Potsdam Institute for Climate Impact Research, Potsdam, Germany
- Cluster of Excellence "Machine Learning in Science", University of Tübingen, Tübingen, Germany
| | - A D Choudhury
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
| | - P Swapna
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
| | - R Vellore
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
| | - A G Prajeesh
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
| | - N Sandeep
- Centre for Climate Change Research, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences, Pune, India
| | - C Venkataraman
- IDP in Climate Studies, Indian Institute of Technology, Bombay, India
| | - R V Donner
- Potsdam Institute for Climate Impact Research, Potsdam, Germany
- Magdeburg-Stendal University of Applied Sciences, Magdeburg, Germany
| | - N Marwan
- Potsdam Institute for Climate Impact Research, Potsdam, Germany
| | - J Kurths
- Potsdam Institute for Climate Impact Research, Potsdam, Germany
- Lobachevsky State University Nizhny Novgorod, Nizhny Novgorod, Russia
| |
Collapse
|
34
|
Cho S, Choudhury AD, Fleener C, Do L, Bossard C, Chung H, Phalen TJ, Cha S. Abstract 3521: Transcriptome analysis of TCGA prostate cancer samples identifies an association of poorer survival and aggressive disease biology with CDC-like kinase (CLK) expression and spliceosome regulation. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-3521] [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
In prostate cancer, alternative splicing of mRNA and spliceosome activity are implicated in several areas of disease pathogenesis. This is exemplified by the strong association of androgen receptor splice variants with treatment resistance and poor clinical outcome in castration-resistant disease. Therefore, pharmacologic targeting of spliceosome-regulating proteins such as CLKs and serine/arginine-rich splicing factors (SRSFs) represents a novel treatment approach for prostate cancer. To evaluate the therapeutic potential of inhibiting CLK activity in prostate cancer, the association between splicing-related gene expression and survival was investigated in The Cancer Genome Atlas Prostate Adenocarcinoma (TCGA-PRAD) data collection (N=495). Survival analysis of RNA-seq data assessed 17,879 genes to measure their association with progression-free interval (PFI). Using transcript per million as the metric for normalized gene expression, age-adjusted Cox proportional hazards regression models were performed for each gene (R v3.6.0, coxph v2.43-3). A total of 3,145 genes significantly correlated with worse prognosis (P-adj<0.10, Cox coefficient >0). CLK1 (P-adj=0.0218, HR=1.5939), CLK2 (P-adj=0.001298, HR=2.1393), and SRSF2 (P-adj=0.00167, HR=3.2917) were found to be positively associated with poorer PFI, ranking 1202, 400, and 437, respectively. Reactome pathway analysis of the significant gene set showed that mRNA splicing and processing accounted for 5 of the 19 pathways that were strongly associated with poorer PFI. An additional pathway analysis (GSEA v.3.0, MSigDB v6.2) of tumors categorized by PTEN status to assess relationship with disease severity showed that mRNA splicing (P-adj=0.0243, NES=1.7714) was enriched in PTEN-null vs. PTEN-wt tumors. Other pathways of interest, including Wnt signaling (P-adj=0.0187, NES=1.846), cell cycle (P-adj=0.0124, NES=1.974), chromatin remodeling (P-adj=0.0135, NES=1.901), DNA damage repair (P-adj=0.013974, NES=1.8934), and PTEN regulation (P-adj=0.0230, NES=1.7861), were also enriched in PTEN-null tumors. Lastly, a survival analysis within all TCGA-PRAD patients showed that low CLK1 (P=0.03) and CLK2 (P=0.0004) expression, individually, were associated with a better prognosis vs. their high-expressing counterparts. Analysis of CLK3 and CLK4 expression did not reach statistical significance. Collectively, these findings revealed an association of spliceosome activity and CLK1/2 expression with aggressive disease biology in prostate cancer. A Phase 1 study of SM08502, a novel, small-molecule pan-CLK inhibitor, in subjects with advanced solid tumors is ongoing (NCT03355066). This analysis nominates prostate cancer as a tumor type worth further exploring for the clinical activity of SM08502.
Citation Format: Shawn Cho, Atish D. Choudhury, Catherine Fleener, Long Do, Carine Bossard, Heekyung Chung, Timothy J. Phalen, Steven Cha. Transcriptome analysis of TCGA prostate cancer samples identifies an association of poorer survival and aggressive disease biology with CDC-like kinase (CLK) expression and spliceosome regulation [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 3521.
Collapse
|
35
|
Rafiei S, Fitzpatrick K, Liu D, Cai MY, Elmarakeby HA, Park J, Ricker C, Kochupurakkal BS, Choudhury AD, Hahn WC, Balk SP, Hwang JH, Van Allen EM, Mouw KW. ATM Loss Confers Greater Sensitivity to ATR Inhibition Than PARP Inhibition in Prostate Cancer. Cancer Res 2020; 80:2094-2100. [PMID: 32127357 PMCID: PMC7272301 DOI: 10.1158/0008-5472.can-19-3126] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [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: 10/22/2019] [Revised: 01/23/2020] [Accepted: 02/26/2020] [Indexed: 01/11/2023]
Abstract
Alterations in DNA damage response (DDR) genes are common in advanced prostate tumors and are associated with unique genomic and clinical features. ATM is a DDR kinase that has a central role in coordinating DNA repair and cell-cycle response following DNA damage, and ATM alterations are present in approximately 5% of advanced prostate tumors. Recently, inhibitors of PARP have demonstrated activity in advanced prostate tumors harboring DDR gene alterations, particularly in tumors with BRCA1/2 alterations. However, the role of alterations in DDR genes beyond BRCA1/2 in mediating PARP inhibitor sensitivity is poorly understood. To define the role of ATM loss in prostate tumor DDR function and sensitivity to DDR-directed agents, we created a series of ATM-deficient preclinical prostate cancer models and tested the impact of ATM loss on DNA repair function and therapeutic sensitivities. ATM loss altered DDR signaling, but did not directly impact homologous recombination function. Furthermore, ATM loss did not significantly impact sensitivity to PARP inhibition but robustly sensitized to inhibitors of the related DDR kinase ATR. These results have important implications for planned and ongoing prostate cancer clinical trials and suggest that patients with tumor ATM alterations may be more likely to benefit from ATR inhibitor than PARP inhibitor therapy. SIGNIFICANCE: ATM loss occurs in a subset of prostate tumors. This study shows that deleting ATM in prostate cancer models does not significantly increase sensitivity to PARP inhibition but does sensitize to ATR inhibition.See related commentary by Setton and Powell, p. 2085.
Collapse
Affiliation(s)
- Shahrzad Rafiei
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Kenyon Fitzpatrick
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - David Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Mu-Yan Cai
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Haitham A Elmarakeby
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Jihye Park
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Cora Ricker
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Bose S Kochupurakkal
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Steven P Balk
- Hematology/Oncology Division, Department of Medical Oncology and Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Justin H Hwang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
| |
Collapse
|
36
|
Parsons HA, Rhoades J, Reed SC, Gydush G, Ram P, Exman P, Xiong K, Lo CC, Li T, Fleharty M, Kirkner GJ, Rotem D, Cohen O, Yu F, Fitarelli-Kiehl M, Leong KW, Hughes ME, Rosenberg SM, Collins LC, Miller KD, Blumenstiel B, Trippa L, Cibulskis C, Neuberg DS, DeFelice M, Freeman SS, Lennon NJ, Wagle N, Ha G, Stover DG, Choudhury AD, Getz G, Winer EP, Meyerson M, Lin NU, Krop I, Love JC, Makrigiorgos GM, Partridge AH, Mayer EL, Golub TR, Adalsteinsson VA. Sensitive Detection of Minimal Residual Disease in Patients Treated for Early-Stage Breast Cancer. Clin Cancer Res 2020; 26:2556-2564. [PMID: 32170028 DOI: 10.1158/1078-0432.ccr-19-3005] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 11/26/2019] [Accepted: 02/13/2020] [Indexed: 12/21/2022]
Abstract
PURPOSE Existing cell-free DNA (cfDNA) methods lack the sensitivity needed for detecting minimal residual disease (MRD) following therapy. We developed a test for tracking hundreds of patient-specific mutations to detect MRD with a 1,000-fold lower error rate than conventional sequencing. EXPERIMENTAL DESIGN We compared the sensitivity of our approach to digital droplet PCR (ddPCR) in a dilution series, then retrospectively identified two cohorts of patients who had undergone prospective plasma sampling and clinical data collection: 16 patients with ER+/HER2- metastatic breast cancer (MBC) sampled within 6 months following metastatic diagnosis and 142 patients with stage 0 to III breast cancer who received curative-intent treatment with most sampled at surgery and 1 year postoperative. We performed whole-exome sequencing of tumors and designed individualized MRD tests, which we applied to serial cfDNA samples. RESULTS Our approach was 100-fold more sensitive than ddPCR when tracking 488 mutations, but most patients had fewer identifiable tumor mutations to track in cfDNA (median = 57; range = 2-346). Clinical sensitivity was 81% (n = 13/16) in newly diagnosed MBC, 23% (n = 7/30) at postoperative and 19% (n = 6/32) at 1 year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at 1 year was strongly associated with distant recurrence [HR = 20.8; 95% confidence interval, 7.3-58.9]. Median lead time from first positive sample to recurrence was 18.9 months (range = 3.4-39.2 months). CONCLUSIONS Tracking large numbers of individualized tumor mutations in cfDNA can improve MRD detection, but its sensitivity is driven by the number of tumor mutations available to track.
Collapse
Affiliation(s)
- Heather A Parsons
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
| | - Justin Rhoades
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Sarah C Reed
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Gregory Gydush
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Priyanka Ram
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Pedro Exman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kan Xiong
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Christopher C Lo
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Boston University School of Public Health, Boston, Massachusetts
| | - Tianyu Li
- Division of Biostatistics, Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mark Fleharty
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Gregory J Kirkner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Denisse Rotem
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Ofir Cohen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Fangyan Yu
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Massachusetts
| | - Mariana Fitarelli-Kiehl
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Massachusetts
| | - Ka Wai Leong
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Massachusetts
| | - Melissa E Hughes
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Shoshana M Rosenberg
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Laura C Collins
- Department of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Kathy D Miller
- Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | | | - Lorenzo Trippa
- Division of Biostatistics, Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Donna S Neuberg
- Division of Biostatistics, Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | - Niall J Lennon
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Nikhil Wagle
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Gavin Ha
- Division of Public Health Services, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Daniel G Stover
- Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, Ohio
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Eric P Winer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ian Krop
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - J Christopher Love
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Koch Institute for Integrative Cancer Research at MIT, Cambridge, Massachusetts
| | - G Mike Makrigiorgos
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Massachusetts
| | - Ann H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Erica L Mayer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Todd R Golub
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Viktor A Adalsteinsson
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts. .,Koch Institute for Integrative Cancer Research at MIT, Cambridge, Massachusetts
| |
Collapse
|
37
|
Nassar AH, Mouw KW, Jegede O, Shinagare AB, Kim J, Liu CJ, Pomerantz M, Harshman LC, Van Allen EM, Wei XX, McGregor B, Choudhury AD, Preston MA, Dong F, Signoretti S, Lindeman NI, Bellmunt J, Choueiri TK, Sonpavde G, Kwiatkowski DJ. A model combining clinical and genomic factors to predict response to PD-1/PD-L1 blockade in advanced urothelial carcinoma. Br J Cancer 2019; 122:555-563. [PMID: 31857723 PMCID: PMC7028947 DOI: 10.1038/s41416-019-0686-0] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [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: 07/05/2019] [Revised: 09/25/2019] [Accepted: 10/08/2019] [Indexed: 12/12/2022] Open
Abstract
Background In metastatic urothelial carcinoma (mUC), predictive biomarkers that correlate with response to immune checkpoint inhibitors (ICIs) are lacking. Here, we interrogated genomic and clinical features associated with response to ICIs in mUC. Methods Sixty two mUC patients treated with ICI who had targeted tumour sequencing were studied. We examined associations between candidate biomarkers and clinical benefit (CB, any objective reduction in tumour size) versus no clinical benefit (NCB, no change or objective increase in tumour size). Both univariable and multivariable analyses for associations were conducted. A comparator cohort of 39 mUC patients treated with taxanes was analysed by using the same methodology. Results Nine clinical and seven genomic factors correlated with clinical outcomes in univariable analysis in the ICI cohort. Among the 16 factors, neutrophil-to-lymphocyte ratio (NLR) ≥5 (OR = 0.12, 95% CI, 0.01–1.15), visceral metastasis (OR = 0.05, 95% CI, 0.01–0.43) and single-nucleotide variant (SNV) count < 10 (OR = 0.04, 95% CI, 0.006–0.27) were identified as independent predictors of NCB to ICI in multivariable analysis (c-statistic = 0.90). None of the 16 variables were associated with clinical benefit in the taxane cohort. Conclusions This three-factor model includes genomic (SNV count >9) and clinical (NLR <5, lack of visceral metastasis) variables predictive for benefit to ICI but not taxane therapy for mUC. External validation of these hypothesis-generating results is warranted to enable use in routine clinical care.
Collapse
Affiliation(s)
- Amin H Nassar
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Opeyemi Jegede
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Atul B Shinagare
- Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Jaegil Kim
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Chia-Jen Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mark Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lauren C Harshman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Xiao X Wei
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Bradley McGregor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mark A Preston
- Division of Urology, Brigham and Women's Hospital, Boston, MA, USA
| | - Fei Dong
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Sabina Signoretti
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.,Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Neal I Lindeman
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Joaquim Bellmunt
- Department of Medical Oncology, IMIM-Hospital del Mar Medical Research Institute, Barcelona, Spain
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Guru Sonpavde
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
| | - David J Kwiatkowski
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA. .,Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| |
Collapse
|
38
|
Hwang JH, Seo JH, Beshiri ML, Wankowicz S, Liu D, Cheung A, Li J, Qiu X, Hong AL, Botta G, Golumb L, Richter C, So J, Sandoval GJ, Giacomelli AO, Ly SH, Han C, Dai C, Pakula H, Sheahan A, Piccioni F, Gjoerup O, Loda M, Sowalsky AG, Ellis L, Long H, Root DE, Kelly K, Van Allen EM, Freedman ML, Choudhury AD, Hahn WC. CREB5 Promotes Resistance to Androgen-Receptor Antagonists and Androgen Deprivation in Prostate Cancer. Cell Rep 2019; 29:2355-2370.e6. [PMID: 31747605 PMCID: PMC6886683 DOI: 10.1016/j.celrep.2019.10.068] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [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: 05/17/2019] [Revised: 08/08/2019] [Accepted: 10/15/2019] [Indexed: 12/24/2022] Open
Abstract
Androgen-receptor (AR) inhibitors, including enzalutamide, are used for treatment of all metastatic castration-resistant prostate cancers (mCRPCs). However, some patients develop resistance or never respond. We find that the transcription factor CREB5 confers enzalutamide resistance in an open reading frame (ORF) expression screen and in tumor xenografts. CREB5 overexpression is essential for an enzalutamide-resistant patient-derived organoid. In AR-expressing prostate cancer cells, CREB5 interactions enhance AR activity at a subset of promoters and enhancers upon enzalutamide treatment, including MYC and genes involved in the cell cycle. In mCRPC, we found recurrent amplification and overexpression of CREB5. Our observations identify CREB5 as one mechanism that drives resistance to AR antagonists in prostate cancers.
Collapse
Affiliation(s)
- Justin H Hwang
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Ji-Heui Seo
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael L Beshiri
- Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Stephanie Wankowicz
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David Liu
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Alexander Cheung
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Ji Li
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Xintao Qiu
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Andrew L Hong
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Ginevra Botta
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lior Golumb
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Jonathan So
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Gabriel J Sandoval
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Andrew O Giacomelli
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Seav Huong Ly
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Celine Han
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Chao Dai
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Anjali Sheahan
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Ole Gjoerup
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Massimo Loda
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Adam G Sowalsky
- Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Leigh Ellis
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Brigham and Women's Hospital, Boston, MA, USA
| | - Henry Long
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - David E Root
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Kathleen Kelly
- Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Eliezer M Van Allen
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Matthew L Freedman
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - William C Hahn
- Dana-Farber Cancer Institute, Boston, MA, USA; Broad Institute of Harvard and MIT, Cambridge, MA, USA; Brigham and Women's Hospital, Boston, MA, USA.
| |
Collapse
|
39
|
Choudhury AD, Beltran H. Retinoblastoma Loss in Cancer: Casting a Wider Net. Clin Cancer Res 2019; 25:4199-4201. [PMID: 31101725 DOI: 10.1158/1078-0432.ccr-19-1292] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 05/08/2019] [Accepted: 05/14/2019] [Indexed: 12/20/2022]
Abstract
Capturing both genomic and nongenomic mechanisms of retinoblastoma gene dysfunction has potential to improve risk stratification and patient selection for biomarker-driven therapy. A 186-gene expression signature is capable of identifying Rb loss across cancer types, providing a new framework for assessing Rb dysfunction based on transcriptome data.See related article by Chen et al., p. 4290.
Collapse
Affiliation(s)
- Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Himisha Beltran
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
| |
Collapse
|
40
|
Hamid AA, Gray KP, Shaw G, MacConaill LE, Evan C, Bernard B, Loda M, Corcoran NM, Van Allen EM, Choudhury AD, Sweeney CJ. Compound Genomic Alterations of TP53, PTEN, and RB1 Tumor Suppressors in Localized and Metastatic Prostate Cancer. Eur Urol 2018; 76:89-97. [PMID: 30553611 DOI: 10.1016/j.eururo.2018.11.045] [Citation(s) in RCA: 133] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 11/23/2018] [Indexed: 12/31/2022]
Abstract
BACKGROUND TP53, PTEN, and RB1 tumor suppressor genes (TSGs) are recurrently altered in treatment-resistant prostate cancer. Cooperative loss of two or more TSGs may drive more aggressive disease. OBJECTIVE To determine clinical outcomes of single and compound TSG alterations across the spectrum of prostate cancer. DESIGN, SETTING, AND PARTICIPANTS Massively parallel targeted sequencing using castration-sensitive prostate cancer (CSPC; localized [L] and metastatic [M1]) and castration-resistant prostate cancer (CRPC) specimens (n=285). TSG altered (TSG-alt) was any copy number loss or deleterious mutation of one or more TSGs (TP53, PTEN, and RB1). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS For L-CSPC, event-free survival (EFS) and time to CRPC were estimated. For M1-CSPC and M1-CRPC, overall survival (OS) was estimated. Cox regression models assessed the association between cumulative TSG hits (zero hits vs one hit vs two to three hits) and outcomes with multivariable analyses adjusted for clinicopathological factors. RESULTS AND LIMITATIONS TSG variants increased with advanced disease (L-CSPC: 39%; M1-CSPC: 63%, M1-CRPC: 92%). TSG-alt L-CSPC had shorter EFS (median 2.6yr, hazard ratio [HR] 1.95, 95% confidence interval [CI] 1.22-3.13) and time to CRPC (median 9.5mo, HR 3.36, 95% CI 1.01-11.16). Cumulative gene hits led to an incremental risk of relapse (EFS: one gene, HR 1.69, 95% CI 0.99-2.87; two to three genes, HR 2.70, 95% CI 1.43-5.08; both versus zero genes, p=0.004). There was evidence of inferior OS with increasing TSG hits in the metastatic cohorts. Only four (8%) patients in the M1-CRPC cohort were TSG-neg, one of whom died after 5.2yr. Multivariable analyses adjusting for mutational and copy number burden did not demonstrate a significant independent association of increasing gene hits and poorer outcomes. CONCLUSIONS Deleterious TSG variants are associated with an increased risk of relapse (L) and death (M1) in CSPC. Poorer outcomes are seen with compound gene hits in both early and advanced disease, and this may in part reflect increasing global genomic instability. PATIENT SUMMARY Men with prostate tumors with compound tumor suppressor gene mutations have poorer outcomes. These findings help identify patients with aggressive features who may benefit from intensified treatment.
Collapse
Affiliation(s)
- Anis A Hamid
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kathryn P Gray
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Grace Shaw
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Laura E MacConaill
- Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Carolyn Evan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Brandon Bernard
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Massimo Loda
- Center for Molecular Oncologic Pathology, Dana-Farber Cancer Institute, Boson, MA, USA
| | - Niall M Corcoran
- Department of Surgery, University of Melbourne and Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | |
Collapse
|
41
|
McKay RR, Werner L, Jacobus SJ, Jones A, Mostaghel EA, Marck BT, Choudhury AD, Pomerantz MM, Sweeney CJ, Slovin SF, Morris MJ, Kantoff PW, Taplin ME. A phase 2 trial of abiraterone acetate without glucocorticoids for men with metastatic castration-resistant prostate cancer. Cancer 2018; 125:524-532. [PMID: 30427533 DOI: 10.1002/cncr.31836] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 08/20/2018] [Revised: 09/24/2018] [Accepted: 09/27/2018] [Indexed: 11/12/2022]
Abstract
BACKGROUND Abiraterone acetate suppresses adrenal androgens and glucocorticoids through the inhibition of CYP17; however, given the risk of mineralocorticoid excess, it is administered with glucocorticoids. Herein, the authors performed a phase 2, single-arm study that was designed to assess the safety of abiraterone acetate without steroids in patients with castration-resistant prostate cancer. METHODS Eligible patients had castration-resistant prostate cancer with controlled blood pressure and normal potassium. Patients initially received abiraterone acetate at a dose of 1000 mg daily alone. Those with persistent or severe mineralocorticoid toxicity received treatment with prednisone initiated at a dose of 5 mg twice daily. Therapy was continued until radiographic progression, toxicity, or withdrawal. The primary objective of the current study was to determine the percentage of men requiring prednisone to manage mineralocorticoid toxicity. Toxicity was graded according to Common Terminology Criteria for Adverse Events, version 4.0. RESULTS A total of 58 patients received at least 1 dose of abiraterone acetate; the majority had metastases (53 patients; 91.4%). Sixteen patients (27.6%) received prior chemotherapy, 6 patients (10.3%) received prior enzalutamide, and 4 patients (7%) received prior ketoconazole. Grade 3 to 4 adverse events of interest included hypertension (9 patients; 15.5%) and hypokalemia (4 patients; 7%). There was no grade ≥3 edema. Seven patients (12%) initiated prednisone therapy for mineralocorticoid toxicity, 3 patients for hypertension (5%), and 4 patients for hypokalemia (7%). Two patients initiated prednisone therapy for fatigue (3%). Forty patients (68%) experienced a decline in prostate-specific antigen of ≥50% with the use of abiraterone acetate alone. Patients with lower baseline levels of androstenedione (P = .04), androsterone (P = .01), dehydroepiandrosterone (P = .03), and 17-hydroxyprogesterone (P = .03) were found to be more likely to develop mineralocorticoid toxicity. CONCLUSIONS Treatment with abiraterone acetate without steroids is feasible, although clinically significant adverse events can occur in a minority of patients. The use of abiraterone acetate without prednisone should be balanced with the potential for toxicity and requires close monitoring.
Collapse
Affiliation(s)
- Rana R McKay
- Department of Medicine, University of California at San Diego, San Diego, California.,Department of Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lillian Werner
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Susanna J Jacobus
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Alexandra Jones
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elahe A Mostaghel
- Department of Medicine, University of Washington at Seattle, Seattle, Washington
| | - Brett T Marck
- Department of Medicine, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mark M Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Susan F Slovin
- Department of Medicine, University of Washington at Seattle, Seattle, Washington
| | - Michael J Morris
- Department of Medicine, University of Washington at Seattle, Seattle, Washington
| | - Philip W Kantoff
- Department of Medicine, University of Washington at Seattle, Seattle, Washington
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| |
Collapse
|
42
|
Choudhury AD, Werner L, Francini E, Wei XX, Ha G, Freeman SS, Rhoades J, Reed SC, Gydush G, Rotem D, Lo C, Taplin ME, Harshman LC, Zhang Z, O'Connor EP, Stover DG, Parsons HA, Getz G, Meyerson M, Love JC, Hahn WC, Adalsteinsson VA. Tumor fraction in cell-free DNA as a biomarker in prostate cancer. JCI Insight 2018; 3:122109. [PMID: 30385733 DOI: 10.1172/jci.insight.122109] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [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: 05/07/2018] [Accepted: 10/02/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Tumor content in circulating cell-free DNA (cfDNA) is a promising biomarker, but longitudinal dynamics of tumor-derived and non-tumor-derived cfDNA through multiple courses of therapy have not been well described. METHODS CfDNA from 663 plasma samples from 140 patients with castration-resistant prostate cancer (CRPC) was subject to sparse whole genome sequencing. Tumor fraction (TFx) estimated using the computational tool ichorCNA was correlated with clinical features and responses to therapy. RESULTS TFx associated with the number of bone metastases (median TFx = 0.014 with no bone metastases, 0.047 with 1-3 bone metastases, 0.190 for 4+ bone metastases; P < 0.0001) and with visceral metastases (P < 0.0001). In multivariable analysis, TFx remained associated with metastasis location (P = 0.042); TFx was positively correlated with alkaline phosphatase (P = 0.0227) and negatively correlated with hemoglobin (Hgb) (P < 0.001), but it was not correlated with prostate specific antigen (PSA) (P = 0.75). Tumor-derived and non-tumor-derived cfDNA track together and do not increase with generalized tissue damage from chemotherapy or radiation at the time scales examined. All new treatments that led to ≥30% PSA decline at 6 weeks were associated with TFx decline when baseline TFx was >7%; however, TFx in patients being subsequently maintained on secondary hormonal therapy was quite dynamic. CONCLUSION TFx correlates with clinical features associated with overall survival in CRPC, and TFx decline is a promising biomarker for initial therapeutic response. TRIAL REGISTRATION Dana-Farber/Harvard Cancer Center (DF/HCC) protocol no. 18-135. FUNDING Wong Family Award in Translational Oncology, Dana Farber Cancer Institute Medical Oncology grant, Gerstner Family Foundation, Janssen Pharmaceuticals Inc., and Koch Institute Support (core) grant P30-CA14051 from the National Cancer Institute (NCI).
Collapse
Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Lillian Werner
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Edoardo Francini
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Sapienza University of Rome, Rome, Italy
| | - Xiao X Wei
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Gavin Ha
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Samuel S Freeman
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Justin Rhoades
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Sarah C Reed
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Gregory Gydush
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Denisse Rotem
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Christopher Lo
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Lauren C Harshman
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Zhenwei Zhang
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | | | | | - Heather A Parsons
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Gad Getz
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Matthew Meyerson
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - J Christopher Love
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - William C Hahn
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Viktor A Adalsteinsson
- Eli and Edythe L. Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| |
Collapse
|
43
|
Viswanathan SR, Ha G, Hoff AM, Wala JA, Carrot-Zhang J, Whelan CW, Haradhvala NJ, Freeman SS, Reed SC, Rhoades J, Polak P, Cipicchio M, Wankowicz SA, Wong A, Kamath T, Zhang Z, Gydush GJ, Rotem D, Love JC, Getz G, Gabriel S, Zhang CZ, Dehm SM, Nelson PS, Van Allen EM, Choudhury AD, Adalsteinsson VA, Beroukhim R, Taplin ME, Meyerson M. Structural Alterations Driving Castration-Resistant Prostate Cancer Revealed by Linked-Read Genome Sequencing. Cell 2018; 174:433-447.e19. [PMID: 29909985 PMCID: PMC6046279 DOI: 10.1016/j.cell.2018.05.036] [Citation(s) in RCA: 227] [Impact Index Per Article: 37.8] [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: 12/13/2017] [Revised: 03/09/2018] [Accepted: 05/16/2018] [Indexed: 01/17/2023]
Abstract
Nearly all prostate cancer deaths are from metastatic castration-resistant prostate cancer (mCRPC), but there have been few whole-genome sequencing (WGS) studies of this disease state. We performed linked-read WGS on 23 mCRPC biopsy specimens and analyzed cell-free DNA sequencing data from 86 patients with mCRPC. In addition to frequent rearrangements affecting known prostate cancer genes, we observed complex rearrangements of the AR locus in most cases. Unexpectedly, these rearrangements include highly recurrent tandem duplications involving an upstream enhancer of AR in 70%-87% of cases compared with <2% of primary prostate cancers. A subset of cases displayed AR or MYC enhancer duplication in the context of a genome-wide tandem duplicator phenotype associated with CDK12 inactivation. Our findings highlight the complex genomic structure of mCRPC, nominate alterations that may inform prostate cancer treatment, and suggest that additional recurrent events in the non-coding mCRPC genome remain to be discovered.
Collapse
Affiliation(s)
- Srinivas R Viswanathan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Gavin Ha
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Andreas M Hoff
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Jeremiah A Wala
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Jian Carrot-Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Christopher W Whelan
- Harvard Medical School, Boston, MA, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nicholas J Haradhvala
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Cancer Center and Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Samuel S Freeman
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sarah C Reed
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Justin Rhoades
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Paz Polak
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Stephanie A Wankowicz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alicia Wong
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Tushar Kamath
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Zhenwei Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Gregory J Gydush
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Denisse Rotem
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - J Christopher Love
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Koch Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Gad Getz
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Cancer Center and Department of Pathology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Stacey Gabriel
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Cheng-Zhong Zhang
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biomedical Informatics, Harvard Medical School, Cambridge, MA, USA
| | - Scott M Dehm
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Peter S Nelson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Atish D Choudhury
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Viktor A Adalsteinsson
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Koch Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Rameen Beroukhim
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Brigham and Women's Hospital, Boston, MA, USA; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Harvard Medical School, Boston, MA, USA; Brigham and Women's Hospital, Boston, MA, USA.
| |
Collapse
|
44
|
Freeman SS, Lin Z, Ha G, Leshchiner I, Rhoades J, Livitz D, Rosebrock D, Reed SC, Gydush G, Lo C, Rotem D, Choudhury AD, Stover DG, Parsons HA, Boehm JS, Love JC, Meyerson M, Grandgenett P, Hollingsworth MA, Adalsteinsson VA, Getz G. Abstract LB-225: Liquid biopsies identify trunk mutations and reflect multiple tumors in a patient. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-lb-225] [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: Precision medicine approaches to guide therapy selection require routine sampling of tumors. However, tumor biopsies are not always accessible and may be confounded by spatial heterogeneity. Liquid biopsies, including analysis of cell-free DNA (cfDNA), present a non-invasive alternative which may reflect multiple tumors in the body. Previous studies have demonstrated exome-wide concordance between single-site tumor biopsies and cfDNA, but little is known about how cfDNA reflects multiple lesions within a patient. Here we sought to determine how cfDNA reflects the body-wide tumor phylogeny, which will inform the use of cfDNA for cancer precision medicine.
Methods: We identified 20 patients with pancreatic cancer who had undergone rapid autopsy. We then screened cfDNA tumor fraction and performed whole-exome sequencing of cfDNA and multiple tumor biopsies for 3 patients with cfDNA tumor fraction >10%. We inferred the tumor phylogeny and then developed a statistical approach to deconvolute the contributions to cfDNA from tumor phylogenetic nodes. Finally, we determined whether shared trunk mutations could be detected in cfDNA and tumor biopsies.
Results: For each patient, we found mutations shared between all sites and cfDNA, including putative driver mutations. We found mutations which were clonal in multiple regions were detectable in cfDNA, whereas mutations private to individual sites were never clonal in cfDNA. Through our deconvolution analysis, we found that cfDNA could not be modeled as a simple linear combination of individual sites, but rather that cfDNA represented multiple nodes in the inferred phylogeny. For two pancreatic adenocarcinoma patients, the inferred ancestor of the metastases had high estimated contribution (>70%) to cfDNA, while the ancestors of the primaries had lower contributions (<10%). Next, we considered trunk mutations, which originate earliest in the tumor phylogenetic tree. When we analyzed precision for detection of trunk mutations, we found on average, 71% of clonal mutations in metastases were truncal, while only 55% of clonal mutations in primary tumors were truncal. Due to copy number deletions, not all trunk mutations were detected in metastases. Finally, on average, cfDNA had equal or better precision than 83% of primaries and 88% of metastases, suggesting cfDNA may provide more accurate trunk SSNV calls than tumor biopsies.
Conclusions: Through analyzing cfDNA and synchronous tumor biopsies from the same patient, we find trunk mutations are enriched in cfDNA as compared to the average single-site biopsy. We also predict that cfDNA represents multiple nodes in the inferred phylogeny. In cases where tumor biopsies are inaccessible, we demonstrate that cfDNA might be a promising alternative to detect trunk SSNVs. These results suggest that cfDNA may be complementary to tumor biopsies for disease monitoring and treatment selection in personalized medicine.
Citation Format: Samuel S. Freeman, Ziao Lin, Gavin Ha, Ignaty Leshchiner, Justin Rhoades, Dimitri Livitz, Daniel Rosebrock, Sarah C. Reed, Gregory Gydush, Christopher Lo, Denisse Rotem, Atish D. Choudhury, Daniel G. Stover, Heather A. Parsons, Jesse S. Boehm, J Christopher Love, Matthew Meyerson, Paul Grandgenett, Michael A. Hollingsworth, Viktor A. Adalsteinsson, Gad Getz. Liquid biopsies identify trunk mutations and reflect multiple tumors in a patient [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr LB-225.
Collapse
Affiliation(s)
| | | | - Gavin Ha
- 2Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | | | | | | | | | | | - Daniel G. Stover
- 3Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | | | | | | | | | | | | | | - Gad Getz
- 6Massachusetts General Hospital, Boston, MA
| |
Collapse
|
45
|
Choudhury AD, Gray KP, Supko JG, Harshman LC, Taplin ME, Pace AF, Farina M, Zukotynski KA, Bernard B, Kantoff PW, Pomerantz M, Sweeney C. A dose finding clinical trial of cabozantinib (XL184) administered in combination with abiraterone acetate in metastatic castration-resistant prostate cancer. Prostate 2018; 78:10.1002/pros.23662. [PMID: 29882250 PMCID: PMC6286224 DOI: 10.1002/pros.23662] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 05/16/2018] [Indexed: 01/14/2023]
Abstract
BACKGROUND Cabozantinib can enhance the effect of abiraterone in preclinical prostate cancer models. This study aimed to define the recommended phase 2 dose (RP2D) and preliminary efficacy of abiraterone + cabozantinib in mCRPC. METHODS Patients with progressive mCRPC with 0-2 prior chemotherapy regimens but no prior CYP17A1 or MET inhibitor received abiraterone acetate at 1000 mg daily with prednisone 5 mg BID in combination with cabozantinib at 20, 40, or 60 mg daily in a dose-escalation 3 + 3 open-label phase 1 design (Part A). After tolerable doses were defined, cohorts were expanded to better define toxicity and efficacy (Part B). RESULTS There were no dose-limiting toxicities (DLTs) in the first 4 weeks at any of the three dose levels in Part A. Two of the three patients at the 60 mg dose level required dose reductions beyond cycle 2 due to fatigue. In Part B, nine more patients were accrued to each of the 20 and 40 mg doses. Of the 12 patients treated at the 40 mg dose, only one DLT (grade 3 Lipase elevation) was observed in cycle 1. The median time to radiographic progression was 12.88 months (95% CI:5.42- not estimated [NE]) in the 20 mg cohort and 22.01 months (95% CI:15.44-NE) in the 40 mg cohort. Median overall survival was 23.29 months (95% CI:19.06-NE) in the 20 mg cohort and 39.08 months (95% CI:17.38-NE) in the 40 mg cohort. CONCLUSIONS Based on tolerability and preliminary efficacy, 40 mg cabozantinib plus 1000 mg abiraterone daily is the RP2D.
Collapse
Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Kathryn P Gray
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | | | - Lauren C Harshman
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | | | | | | | | | | | - Mark Pomerantz
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Christopher Sweeney
- Dana-Farber Cancer Institute, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
46
|
Nassar AH, Lundgren K, Pomerantz M, Van Allen E, Harshman L, Choudhury AD, Preston MA, Steele GS, Mouw KW, Wei XX, McGregor BA, Choueiri TK, Bellmunt J, Kwiatkowski DJ, Sonpavde GP. Enrichment of FGFR3-TACC3 Fusions in Patients With Bladder Cancer Who Are Young, Asian, or Have Never Smoked. JCO Precis Oncol 2018; 2:1800013. [PMID: 33604498 DOI: 10.1200/po.18.00013] [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
Purpose FGFR3-TACC3 (fibroblast growth factor receptor 3-transforming acidic coiled coil-containing protein 3) fusions have recently been identified as driver mutations that lead to the activation of FGFR3 in bladder cancer and other tumor types and are associated with sensitivity to tyrosine kinase inhibitors. We examined the clinical and molecular characteristics of patients with FGFR3-TACC3 fusions and hypothesized that they are enriched in a subset of patients with bladder cancer. Materials and Methods We correlated somatic FGFR3-TACC3 fusions with clinical and molecular features in two cohorts of patients with bladder cancer. The first cohort consisted of the muscle-invasive bladder cancer (MIBC) data set (n = 412) from The Cancer Genome Atlas. The second cohort consisted of patients with MIBC or high-grade non-MIBC at the Dana-Farber Cancer Institute that had targeted capture sequencing of a selected panel of cancer genes (n = 356). All statistical tests were two sided. The clinical response of one patient with FGFR3-TACC3 bladder cancer to an FGFR3 inhibitor was investigated. Results Overall, 751 patients with high-grade bladder cancer without FGFR3-TACC3 fusions and 17 with FGFR3-TACC3 fusions were identified in the pooled analysis of the data sets from The Cancer Genome Atlas and the Dana-Farber Cancer Institute. FGFR3-TACC3 fusions were enriched in patients age ≤ 50 years versus age 51 to 65 years versus those older than 65 years (pooled, P = .002), and were observed in four (12%) of 33 patients age ≤ 50 years in the pooled analysis. Similarly, FGFR3-TACC3 fusions were significantly more common in Asians (13%) compared with African Americans (4%) and whites (2%; pooled, P < .001), as well as in never smokers (5.6%) compared with ever smokers (1.1%; pooled, P < .001). One patient with the fusion who was treated with an FGFR3 inhibitor achieved complete remission for 10 months. Conclusion Clinical testing to identify FGFR3 fusions should be prioritized for patients with bladder cancer who are younger, never smokers, and/or Asian.
Collapse
Affiliation(s)
- Amin H Nassar
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Kevin Lundgren
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Mark Pomerantz
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Eliezer Van Allen
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Lauren Harshman
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Atish D Choudhury
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Mark A Preston
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Graeme S Steele
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Kent W Mouw
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Xiao X Wei
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Bradley A McGregor
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Toni K Choueiri
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Joaquim Bellmunt
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - David J Kwiatkowski
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| | - Guru P Sonpavde
- , , , and , Brigham and Women's Hospital, Harvard Medical School; and , , , , , , , , , , and , Dana-Farber Cancer Institute, Boston, MA
| |
Collapse
|
47
|
Stover DG, Parsons HA, Ha G, Freeman SS, Barry WT, Guo H, Choudhury AD, Gydush G, Reed SC, Rhoades J, Rotem D, Hughes ME, Dillon DA, Partridge AH, Wagle N, Krop IE, Getz G, Golub TR, Love JC, Winer EP, Tolaney SM, Lin NU, Adalsteinsson VA. Association of Cell-Free DNA Tumor Fraction and Somatic Copy Number Alterations With Survival in Metastatic Triple-Negative Breast Cancer. J Clin Oncol 2018; 36:543-553. [PMID: 29298117 PMCID: PMC5815405 DOI: 10.1200/jco.2017.76.0033] [Citation(s) in RCA: 143] [Impact Index Per Article: 23.8] [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] [Indexed: 12/19/2022] Open
Abstract
Purpose Cell-free DNA (cfDNA) offers the potential for minimally invasive genome-wide profiling of tumor alterations without tumor biopsy and may be associated with patient prognosis. Triple-negative breast cancer (TNBC) is characterized by few mutations but extensive somatic copy number alterations (SCNAs), yet little is known regarding SCNAs in metastatic TNBC. We sought to evaluate SCNAs in metastatic TNBC exclusively via cfDNA and determine if cfDNA tumor fraction is associated with overall survival in metastatic TNBC. Patients and Methods In this retrospective cohort study, we identified 164 patients with biopsy-proven metastatic TNBC at a single tertiary care institution who received prior chemotherapy in the (neo)adjuvant or metastatic setting. We performed low-coverage genome-wide sequencing of cfDNA from plasma. Results Without prior knowledge of tumor mutations, we determined tumor fraction of cfDNA for 96.3% of patients and SCNAs for 63.9% of patients. Copy number profiles and percent genome altered were remarkably similar between metastatic and primary TNBCs. Certain SCNAs were more frequent in metastatic TNBCs relative to paired primary tumors and primary TNBCs in publicly available data sets The Cancer Genome Atlas and METABRIC, including chromosomal gains in drivers NOTCH2, AKT2, and AKT3. Prespecified cfDNA tumor fraction threshold of ≥ 10% was associated with significantly worse metastatic survival (median, 6.4 v 15.9 months) and remained significant independent of clinicopathologic factors (hazard ratio, 2.14; 95% CI, 1.4 to 3.8; P < .001). Conclusion We present the largest genomic characterization of metastatic TNBC to our knowledge, exclusively from cfDNA. Evaluation of cfDNA tumor fraction was feasible for nearly all patients, and tumor fraction ≥ 10% is associated with significantly worse survival in this large metastatic TNBC cohort. Specific SCNAs are enriched and prognostic in metastatic TNBC, with implications for metastasis, resistance, and novel therapeutic approaches.
Collapse
Affiliation(s)
- Daniel G. Stover
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Heather A. Parsons
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Gavin Ha
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Samuel S. Freeman
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - William T. Barry
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Hao Guo
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Atish D. Choudhury
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Gregory Gydush
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Sarah C. Reed
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Justin Rhoades
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Denisse Rotem
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Melissa E. Hughes
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Deborah A. Dillon
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Ann H. Partridge
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Nikhil Wagle
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Ian E. Krop
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Gad Getz
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Todd R. Golub
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - J. Christopher Love
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Eric P. Winer
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Sara M. Tolaney
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Nancy U. Lin
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| | - Viktor A. Adalsteinsson
- Daniel G. Stover, Ohio State University Comprehensive Cancer Center, Columbus, OH; Heather A. Parsons, Gavin Ha, William T. Barry, Hao Guo, Atish D. Choudhury, Melissa E. Hughes, Deborah A. Dillon, Ann H. Partridge, Nikhil Wagle, Ian E. Krop, Todd R. Golub, Eric P. Winer, Sara M. Tolaney, and Nancy U. Lin, Dana-Farber Cancer Institute; Gad Getz, Massachusetts General Hospital, Boston; Gavin Ha, Samuel S. Freeman, Atish D. Choudhury, Gregory Gydush, Sarah C. Reed, Justin Rhoades, Denisse Rotem, Nikhil Wagle, Gad Getz, Todd R. Golub, and Viktor A. Adalsteinsson, Broad Institute of Harvard and Massachusetts Institute of Technology; and J. Christopher Love, Massachusetts Institute of Technology, Cambridge, MA
| |
Collapse
|
48
|
Choudhury AD, Schinzel AC, Cotter MB, Lis RT, Labella K, Lock YJ, Izzo F, Guney I, Bowden M, Li YY, Patel J, Hartman E, Carr SA, Schenone M, Jaffe JD, Kantoff PW, Hammerman PS, Hahn WC. Castration Resistance in Prostate Cancer Is Mediated by the Kinase NEK6. Cancer Res 2016; 77:753-765. [PMID: 27899381 DOI: 10.1158/0008-5472.can-16-0455] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 10/09/2016] [Accepted: 11/04/2016] [Indexed: 01/16/2023]
Abstract
In prostate cancer, the development of castration resistance is pivotal in progression to aggressive disease. However, understanding of the pathways involved remains incomplete. In this study, we performed a high-throughput genetic screen to identify kinases that enable tumor formation by androgen-dependent prostate epithelial (LHSR-AR) cells under androgen-deprived conditions. In addition to the identification of known mediators of castration resistance, which served to validate the screen, we identified a mitotic-related serine/threonine kinase, NEK6, as a mediator of androgen-independent tumor growth. NEK6 was overexpressed in a subset of human prostate cancers. Silencing NEK6 in castration-resistant cancer cells was sufficient to restore sensitivity to castration in a mouse xenograft model system. Tumors in which castration resistance was conferred by NEK6 were predominantly squamous in histology with no evidence of AR signaling. Gene expression profiling suggested that NEK6 overexpression stimulated cytoskeletal, differentiation, and immune signaling pathways and maintained gene expression patterns normally decreased by castration. Phosphoproteome profiling revealed the transcription factor FOXJ2 as a novel NEK6 substrate, with FOXJ2 phosphorylation associated with increased expression of newly identified NEK6 transcriptional targets. Overall, our studies establish NEK6 signaling as a central mechanism mediating castration-resistant prostate cancer. Cancer Res; 77(3); 753-65. ©2016 AACR.
Collapse
Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Anna C Schinzel
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | | | - Rosina T Lis
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | - Francesca Izzo
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Isil Guney
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | | | - Yvonne Y Li
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jinal Patel
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Emily Hartman
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Steven A Carr
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Monica Schenone
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Jacob D Jaffe
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - Philip W Kantoff
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Peter S Hammerman
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| | - William C Hahn
- Dana-Farber Cancer Institute, Boston, Massachusetts. .,Harvard Medical School, Boston, Massachusetts.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts
| |
Collapse
|
49
|
Adalsteinsson VA, Ha G, Freeman S, Choudhury AD, Stover DG, Parsons HA, Gydush G, Reed S, Loginov D, Livitz D, Rosebrock D, Leshchiner I, Cohen O, Oh C, Kim J, Stewart C, Rosenberg M, Ding H, Lloyd MR, Mahmud S, Helvie KE, Merrill MS, Santiago RA, O’Connor EP, Jeong SH, Kramkowski JF, Lohr JG, Polacek L, Oliver N, Marini L, Francis J, Harshman LC, Van Allen EM, Winer EP, Lin NU, Nakabayashi M, Taplin ME, Garraway LA, Golub TR, Boehm JS, Wagle N, Getz G, Meyerson M, Love CJ. Abstract LB-136: High concordance of whole-exome sequencing of cell-free DNA and matched biopsies enables genomic discovery in metastatic cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-lb-136] [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
Background: Circulating cell-free DNA (cfDNA) has largely been used to monitor blood for specific tumor mutations, but genome-wide discovery from cfDNA has not been well established. Here, we establish a scalable approach for whole-exome sequencing (WES) of cfDNA, making it possible to perform comprehensive genomic characterization of metastatic cancer in a routine and minimally-invasive manner.
Comprehensive genomic characterization of metastatic cancer stands to uncover novel alterations of clinical significance. A major challenge is that metastatic tumors are infrequently biopsied. Cell-free DNA is shed abundantly into the bloodstream from metastatic tumors, presenting an opportunity for genomic discovery in advanced cancers that are rarely biopsied in routine clinical care. We report an efficient process to qualify and sequence whole-exomes from cfDNA at scale and systematically compare the somatic mutations, indels, and copy number alterations detected in WES of cfDNA to WES of matched tumor biopsies.
Methods: We consented 86 patients with metastatic breast or prostate cancers for blood collection. We isolated cfDNA and germline DNA from blood and performed low coverage sequencing to estimate tumor content based on genome-wide copy number. We screened patient blood samples and prioritized those with higher tumor fractions for WES. In parallel, we analyzed cfDNA and germline DNA from healthy donors to calibrate our methods and assess false positive rate for genomic alterations.
Results: We found the vast majority of patients with metastatic prostate or breast cancer to have detectable tumor-derived cfDNA. WES of cfDNA from healthy donors revealed very low false positive rates for somatic mutations, indels and copy number alterations (SCNAs). By analyzing WES of cfDNA and tumor biopsies from dozens of patients with metastatic breast or prostate cancers, we established guidelines for the coverage and tumor fraction required for mutation discovery in WES of cfDNA. We found WES of cfDNA to uncover 91% of the clonal mutations, 59% of the subclonal mutations, and 75% of the SCNAs detected in WES of matched tumor biopsies. In several cases, we observed mutations exclusive to cfDNA that were confirmed in later blood draws, suggesting that cfDNA-exclusive mutations may be derived from unsampled metastases. In some cases, cfDNA revealed clinically actionable mutations that were not detected in matched tumor biopsies.
Conclusions: WES of cfDNA uncovers the majority of somatic mutations, indels, and SCNAs found in matched tumor biopsies of metastatic cancer. The high degree of concordance suggests that comprehensive sequencing of cfDNA can be leveraged for genomic discovery in settings where conventional biopsies are difficult to access. Furthermore, the detection of mutations in cfDNA that are not detected in concurrent biopsies suggests that cfDNA may be complementary to tumor biopsies for both translational studies and precision cancer medicine.
Citation Format: Viktor A. Adalsteinsson, Gavin Ha, Sam Freeman, Atish D. Choudhury, Daniel G. Stover, Heather A. Parsons, Gregory Gydush, Sarah Reed, Denis Loginov, Dimitri Livitz, Daniel Rosebrock, Ignat Leshchiner, Ofir Cohen, Coyin Oh, Jaegil Kim, Chip Stewart, Mara Rosenberg, Huiming Ding, Maxwell R. Lloyd, Sairah Mahmud, Karla E. Helvie, Margaret S. Merrill, Rebecca A. Santiago, Edward P. O’Connor, Seong H. Jeong, Joseph F. Kramkowski, Jens G. Lohr, Laura Polacek, Nelly Oliver, Lori Marini, Joshua Francis, Lauren C. Harshman, Eliezer M. Van Allen, Eric P. Winer, Nancy U. Lin, Mari Nakabayashi, Mary-Ellen Taplin, Levi A. Garraway, Todd R. Golub, Jesse S. Boehm, Nikhil Wagle, Gad Getz, Matthew Meyerson, Christopher J. Love. High concordance of whole-exome sequencing of cell-free DNA and matched biopsies enables genomic discovery in metastatic cancer. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr LB-136.
Collapse
Affiliation(s)
| | - Gavin Ha
- 2Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | | | - Sarah Reed
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | | | | | - Ofir Cohen
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Coyin Oh
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Jaegil Kim
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | - Chip Stewart
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Gad Getz
- 1Broad Institute of MIT and Harvard, Cambridge, MA
| | | | | |
Collapse
|
50
|
Adalsteinsson VA, Lohr JG, Cibulskis K, Choudhury AD, Rosenberg M, Cruz-Gordillo P, Francis J, Zhang C, Shalek AK, Satija R, Trombetta JT, Lu D, Tallapragada N, Tahirova NT, Kim S, Blumenstiel B, Sougnez C, Auclair D, Allen EMV, Nakabayashi M, Lis RT, Lee GSM, Li T, Chabot MS, Taplin ME, Clancy TE, Loda M, Regev A, Meyerson M, Hahn WC, Kantoff PW, Golub TR, Getz G, Boehm JS, Love JC. Abstract 993: Whole exome sequencing of CTCs as a window into metastatic cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-993] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Comprehensive analysis of cancer genomes in clinical settings holds the promise to inform prognoses and guide the deployment of precise cancer treatments. A major barrier, however, is the inaccessibility of adequate metastatic tissue for accurate genomic analysis. The recognition that circulating tumor cells (CTCs) are present in many advanced cancer patients suggests an exciting opportunity to overcome this challenge. For instance, if CTCs could be comprehensively sequenced, it would be possible to obtain an orthogonal sample of the tumor burden_including subsets of transiting cells bound for metastatic colonization_potentially yielding new insights to complement the static sampling of resected or biopsied lesions.
We report an integrated process to isolate, qualify, and sequence whole exomes of CTCs with high fidelity, using a census-based sequencing strategy. We isolated CTCs by magnetic bead purification (Illumina MagSweeper) from the blood of patients with prostate cancer, and integrated a nanowell platform to automatically image and recover candidate single CTCs. We then developed a strategy to qualify individual CTC-derived libraries for DNA sequencing after whole genome amplification, and established an analytical framework for accurate calling of mutations using census-based sequencing and MuTect. Whole exome sequencing was performed on 20 single CTCs, obtained from a patient with advanced prostate cancer. We validated our sequencing process by comparing CTC-derived mutations to mutations found in a lymph node metastasis and nine separate cores of the primary tumor. 51 of 73 CTC mutations (70%) were observed in the metastasis or the primary tumor. Moreover, we identified 9 early trunk mutations and 56 metastatic trunk mutations in the non-CTC tumor samples and found 100% and 73% of these, respectively, in CTC exomes. Our work demonstrates the feasibility of CTC sequencing and the ability to confidently call somatic mutations. CTCs may therefore represent a non-invasive window into the mutational landscape of metastatic cancer, and may have utility for genomics in clinical practice.
Citation Format: Viktor A. Adalsteinsson, Jens G. Lohr, Kristian Cibulskis, Atish D. Choudhury, Mara Rosenberg, Peter Cruz-Gordillo, Joshua Francis, ChengZhong Zhang, Alexander K. Shalek, Rahul Satija, John T. Trombetta, Diana Lu, Naren Tallapragada, Narmin T. Tahirova, Sora Kim, Brendan Blumenstiel, Carrie Sougnez, Daniel Auclair, Eliezer M. Van Allen, Mari Nakabayashi, Rosina T. Lis, Gwo-Shu M. Lee, Tiantian Li, Matthew S. Chabot, Mary-Ellen Taplin, Thomas E. Clancy, Massimo Loda, Aviv Regev, Matthew Meyerson, William C. Hahn, Philip W. Kantoff, Todd R. Golub, Gad Getz, Jesse S. Boehm, J Christopher Love. Whole exome sequencing of CTCs as a window into metastatic cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 993. doi:10.1158/1538-7445.AM2014-993
Collapse
|