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Krause H, Sharifi MN, Wolfe SK, Sperger JM, Wisinski KB, O’Regan R, Lang J. Abstract P1-13-14: Increased androgen receptor expression as a mechanism of acquired anti-androgen resistance in androgen receptor-positive triple negative breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p1-13-14] [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: 03/06/2023]
Abstract
Abstract
Background: Triple negative breast cancer (TNBC) represents the most aggressive breast cancer subtype, and despite recent treatment advances, clinical outcomes remain poor, particularly in the metastatic setting. TNBC is a biologically heterogeneous entity, and up to 50% of TNBC express the androgen receptor (AR). Gene expression subtyping has identified a subset of AR-TNBC with a luminal AR-driven (LAR) phenotype. Consequently, there has been great interest in translating androgen receptor signaling inhibitors (ARSIs) approved for use in prostate cancer such as enzalutamide and bicalutamide into the management of LAR-TNBC. However, early phase clinical trials of anti-androgens in metastatic AR-TNBC have had modest results. While multiple mechanisms of anti-androgen resistance have been identified in prostate cancer, including AR amplification and over-expression, emergence of AR splice variants (AR-Vs), and transition to AR independent growth, molecular determinants of anti-androgen resistance in TNBC remain poorly understood, and pre-clinical models to study acquired ARSI resistance in LAR-TNBC have been limited. Methods: A novel pre-clincial model of acquired ARSI resistance was derived from the LAR subtype MDA-MB-453 cell line through serial passaging with increasing concentrations of enzalutamide. Celltiter Blue viability assays were used to determine enzalutamide IC50 of parental and enzalutamide-resistant (EnzR) cell lines. RNA was extracted from the parental and resistant cells, reverse transcribed and expression of AR, splice-variants and canonical AR target genes were evaluated using RT-qPCR. Immunofluorescence was used to investigate the amount and nuclear localization of the AR protein within the parental and enzalutamide resistant cells. Results: EnzR MDA-MB-453 cells were derived through culture in increasing concentrations of enzalutamide for >6 months, and found to have a significant increase in enzalutamide IC50 compared to the parental cell line. EnzR MDA-MB-453 cells had a 4.5 fold increase in full-length AR expression at the transcriptional level compared to the parental cell line. AR protein expression and nuclear localization were also increased in EnzR cells compared to the parental cell line. Canonical AR targets including NKX3.1 were downregulated in response to enzalutamide in parental but not EnzR cells. While pathogenic AR splice variants (AR-Vs) implicated in ARSI resistance in prostate cancer were detected at low levels in MDA-MB-453 cells, no increase in AR-V expression was observed in the EnzR cell line. Conclusions: We have developed a novel pre-clinical model of anti-androgen/ARSI resistance in LAR-TNBC, and identified AR overexpression and persistent AR signaling associated with acquired enzalutamide resistance in LAR-TNBC. While pathogenic AR splice variants have been implicated in ARSI resistance in metastatic prostate cancer and are detected in the MDA-MB-453 cell line model, enzalutamide resistance was not associated with increased AR splice variant expression in this model. Future work will investigate mechanisms leading to AR overexpression as well as combination therapeutic strategies to overcome acquired ARSI resistance.
Citation Format: Hannah Krause, Marina N. Sharifi, Serena K. Wolfe, Jamie M. Sperger, Kari B. Wisinski, Ruth O’Regan, Joshua Lang. Increased androgen receptor expression as a mechanism of acquired anti-androgen resistance in androgen receptor-positive triple negative breast cancer. [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P1-13-14.
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Affiliation(s)
- Hannah Krause
- 1Department of Medicine, University of Wisconsin, Madison
| | | | | | | | - Kari B. Wisinski
- 5University of Wisconsin Carbone Cancer Center, MADISON, Wisconsin
| | - Ruth O’Regan
- 6University of Rochester Medical Center, Rochester, New York
| | - Joshua Lang
- 7University of Wisconsin Carbone Cancer Center
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Bootsma M, McKay RR, Emamekhoo H, Bade RM, Schehr JL, Mannino MC, Singh A, Wolfe SK, Schultz ZD, Sperger J, Xie W, Signoretti S, Kyriakopoulos CE, Kosoff D, Abel EJ, Helzer KT, Rydzewski N, Bakhtiar H, Shi Y, Blitzer G, Bassetti M, Floberg J, Yu M, Sethakorn N, Sharifi M, Harari PM, Choueiri TK, Lang JM, Zhao SG. Longitudinal Molecular Profiling of Circulating Tumor Cells in Metastatic Renal Cell Carcinoma. J Clin Oncol 2022; 40:3633-3641. [PMID: 35617646 PMCID: PMC9622626 DOI: 10.1200/jco.22.00219] [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: 01/28/2022] [Revised: 03/29/2022] [Accepted: 04/19/2022] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Liquid biopsies in metastatic renal cell carcinoma (mRCC) provide a unique approach to understand the molecular basis of treatment response and resistance. This is particularly important in the context of immunotherapies, which target key immune-tumor interactions. Unlike metastatic tissue biopsies, serial real-time profiling of mRCC is feasible with our noninvasive circulating tumor cell (CTC) approach. METHODS We collected 457 longitudinal liquid biopsies from 104 patients with mRCC enrolled in one of two studies, either a prospective cohort or a phase II multicenter adaptive immunotherapy trial. Using a novel CTC capture and automated microscopy platform, we profiled CTC enumeration and expression of HLA I and programmed cell death-ligand 1 (PD-L1). Given their diametric immunological roles, we focused on the HLA I to PD-L1 ratio (HP ratio). RESULTS Patients with radiographic responses showed significantly lower CTC abundances throughout treatment. Furthermore, patients whose CTC enumeration trajectory was in the highest quartile (> 0.12 CTCs/mL annually) had shorter overall survival (median 17.0 months v 21.1 months, P < .001). Throughout treatment, the HP ratio decreased in patients receiving immunotherapy but not in patients receiving tyrosine kinase inhibitors. Patients with an HP ratio trajectory in the highest quartile (≥ 0.0012 annually) displayed significantly shorter overall survival (median 18.4 months v 21.2 months, P = .003). CONCLUSION In the first large longitudinal CTC study in mRCC to date to our knowledge, we identified the prognostic importance of CTC enumeration and the change over time of both CTC enumeration and the HP ratio. These insights into changes in both tumor burden and the molecular profile of tumor cells in response to different treatments provide potential biomarkers to predict and monitor response to immunotherapy in mRCC.
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Affiliation(s)
- Matthew Bootsma
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Rana R. McKay
- Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Hamid Emamekhoo
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Rory M. Bade
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Jennifer L. Schehr
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Matthew C. Mannino
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Anupama Singh
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Serena K. Wolfe
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Zachery D. Schultz
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Jamie Sperger
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | | | - Sabina Signoretti
- Dana-Farber Cancer Institute, Boston, MA
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Christos E. Kyriakopoulos
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - David Kosoff
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Edwin J. Abel
- Urology, University of Wisconsin-Madison, Madison, WI
| | - Kyle T. Helzer
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Nicholas Rydzewski
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Hamza Bakhtiar
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Yue Shi
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Grace Blitzer
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Michael Bassetti
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - John Floberg
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | - Menggang Yu
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI
| | - Nan Sethakorn
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Marina Sharifi
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Paul M. Harari
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
| | | | - Joshua M. Lang
- Department of Medicine, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
| | - Shuang G. Zhao
- Department of Human Oncology, University of Wisconsin-Madison, Madison, WI
- Carbone Cancer Center, University of Wisconsin-Madison, Madison, WI
- William S. Middleton Memorial Veterans Hospital, Madison, WI
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Zhao SG, Sperger JM, Schehr JL, McKay RR, Emamekhoo H, Singh A, Schultz ZD, Bade RM, Stahlfeld CN, Gilsdorf CS, Hernandez CI, Wolfe SK, Mayberry RD, Krause HM, Bootsma M, Helzer KT, Rydzewski N, Bakhtiar H, Shi Y, Blitzer G, Kyriakopoulos CE, Kosoff D, Wei XX, Floberg J, Sethakorn N, Sharifi M, Harari PM, Huang W, Beltran H, Choueiri TK, Scher HI, Rathkopf DE, Halabi S, Armstrong AJ, Beebe DJ, Yu M, Sundling KE, Taplin ME, Lang JM. A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer. J Clin Invest 2022; 132:e161858. [PMID: 36317634 PMCID: PMC9621140 DOI: 10.1172/jci161858] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 05/16/2022] [Accepted: 08/23/2022] [Indexed: 11/07/2022] Open
Abstract
BackgroundNeuroendocrine prostate cancer (NEPC) is an aggressive subtype, the presence of which changes the prognosis and management of metastatic prostate cancer.MethodsWe performed analytical validation of a Circulating Tumor Cell (CTC) multiplex RNA qPCR assay to identify the limit of quantification (LOQ) in cell lines, synthetic cDNA, and patient samples. We next profiled 116 longitudinal samples from a prospectively collected institutional cohort of 17 patients with metastatic prostate cancer (7 NEPC, 10 adenocarcinoma) as well as 265 samples from 139 patients enrolled in 3 adenocarcinoma phase II trials of androgen receptor signaling inhibitors (ARSIs). We assessed a NEPC liquid biomarker via the presence of neuroendocrine markers and the absence of androgen receptor (AR) target genes.ResultsUsing the analytical validation LOQ, liquid biomarker NEPC detection in the longitudinal cohort had a per-sample sensitivity of 51.35% and a specificity of 91.14%. However, when we incorporated the serial information from multiple liquid biopsies per patient, a unique aspect of this study, the per-patient predictions were 100% accurate, with a receiver-operating-curve (ROC) AUC of 1. In the adenocarcinoma ARSI trials, the presence of neuroendocrine markers, even while AR target gene expression was retained, was a strong negative prognostic factor.ConclusionOur analytically validated CTC biomarker can detect NEPC with high diagnostic accuracy when leveraging serial samples that are only feasible using liquid biopsies. Patients with expression of NE genes while retaining AR-target gene expression may indicate the transition to neuroendocrine differentiation, with clinical characteristics consistent with this phenotype.FundingNIH (DP2 OD030734, 1UH2CA260389, R01CA247479, and P30 CA014520), Department of Defense (PC190039 and PC200334), and Prostate Cancer Foundation (Movember Foundation - PCF Challenge Award).
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Affiliation(s)
- Shuang G. Zhao
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
| | - Jamie M. Sperger
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Jennifer L. Schehr
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Rana R. McKay
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Hamid Emamekhoo
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Anupama Singh
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Zachery D. Schultz
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Rory M. Bade
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Charlotte N. Stahlfeld
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Cole S. Gilsdorf
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Camila I. Hernandez
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Serena K. Wolfe
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | | | - Hannah M. Krause
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Matt Bootsma
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Kyle T. Helzer
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Nicholas Rydzewski
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Hamza Bakhtiar
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Yue Shi
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Grace Blitzer
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Christos E. Kyriakopoulos
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - David Kosoff
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Xiao X. Wei
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - John Floberg
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Nan Sethakorn
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Marina Sharifi
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Paul M. Harari
- Department of Human Oncology and
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Wei Huang
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Himisha Beltran
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Toni K. Choueiri
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Howard I. Scher
- Genitourinary Oncology Service, Department of Medicine and
- Biomarker Development Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | | | - Susan Halabi
- Department of Biostatistics and Bioinformatics and
| | - Andrew J. Armstrong
- Duke Cancer Institute Center for Prostate and Urologic Cancers, Department of Medicine, Duke University, Durham, North Carolina, USA
| | - David J. Beebe
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Biomedical Engineering and
| | - Menggang Yu
- Department of Biostatistics and Medical Informatics, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Kaitlin E. Sundling
- Wisconsin State Lab of Hygiene, Madison, Wisconsin, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
| | - Mary-Ellen Taplin
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Joshua M. Lang
- Carbone Cancer Center, University of Wisconsin–Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin–Madison, Madison, Wisconsin, USA
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Sharifi MN, Helzer KT, Sperger JM, Bootsma ML, Krause H, Gilsdorf CS, Wolfe SK, Kauffman Z, Tevaarwerk AJ, Burkard ME, Parkes AM, O'Regan RM, Wisinski KB, Zhao SG, Lang JM. Abstract 1955: Simultaneous longitudinal assessment of PIK3CA genomic mutations and PI3K pathway activity in circulating tumor cells in metastatic breast cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1955] [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: Phosphatidylinositol-3-kinase (PI3K) activating mutations are found in 30-40% of breast cancers, and the PI3K inhibitor alpelisib is FDA-approved for PIK3CA-mutated hormone-receptor positive metastatic breast cancer (MBC). However, rates of intrinsic alpelisib resistance are as high as 40%, and there is an ongoing need for novel biomarkers to help guide patient selection. Circulating tumor DNA (ctDNA) and circulating tumor cells (CTCs) may better reflect the heterogeneity of metastatic disease than tissue biopsy, and are amenable to longitudinal analysis. By combining targeted ctDNA sequencing with CTC transcriptional profiling and quantitation of PI3K pathway phospho-proteins, we have developed the first multiplex assay to simultaneously assess genomic alterations and CTC PI3K pathway activity via liquid biopsy.
Methods: Peripheral blood was collected from MBC patients with known PIK3CA mutation status serially prior to starting new standard therapies and on treatment. Cell-free DNA was extracted from plasma and sequenced using a custom capture panel (IDT). CTCs were isolated with VERSA microfluidic technology integrating capture with downstream analysis. CTCs were captured immunomagnetically followed by RNA isolation on chip and RNA-seq, or staining on chip for phospho-AKT pS473 and total AKT or phospho-rpS6 pS235/S236 and total rpS6, followed by quantification of single cell phospho/total protein mean fluorescence ratios.
Results: In a pilot cohort of 14 patients, mean CTC phospho-AKT/total AKT protein expression ratio was higher in patients with PIK3CA mutations compared to patients without mutations (0.37 vs 0.26, p<0.01). A transcriptional signature of PI3K activity was also higher in CTCs from patients with PIK3CA mutations than from patients without. Among patients with PIK3CA mutations, there was inter-patient heterogeneity in CTC phospho-AKT and phospho-rpS6, consistent with variability in pathway activation. One patient with a tissue PIK3CA mutation 5 years prior did not have the mutation detected in ctDNA at time of liquid biopsy, and had low phospho-AKT and transcriptional PI3K activity in CTCs. In serial sampling of a patient receiving a PI3K inhibitor, CTC phospho-AKT was decreased on treatment, and increased at time of progression.
Conclusion: We have demonstrated the feasibility of a comprehensive liquid biopsy for simultaneous monitoring of PI3K pathway mutations in ctDNA and PI3K pathway signaling in CTCs via transcriptional profiling and phospho-protein expression in patients with MBC. Future work will prospectively evaluate this assay in patients receiving alpelisib for PIK3CA-mutated MBC. This has the potential to complement PIK3CA mutation status as a biomarker of sensitivity to PI3K therapies, and may also provide a pharmacodynamic assessment of PI3K inhibitor activity in CTCs on treatment.
Citation Format: Marina N. Sharifi, Kyle T. Helzer, Jamie M. Sperger, Matthew L. Bootsma, Hannah Krause, Cole S. Gilsdorf, Serena K. Wolfe, Zachary Kauffman, Amye J. Tevaarwerk, Mark E. Burkard, Amanda M. Parkes, Ruth M. O'Regan, Kari B. Wisinski, Shuang G. Zhao, Joshua M. Lang. Simultaneous longitudinal assessment of PIK3CA genomic mutations and PI3K pathway activity in circulating tumor cells in metastatic breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1955.
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Bade RM, Schehr JL, Emamekhoo H, Gibbs BK, Rodems TS, Mannino MC, Desotelle JA, Heninger E, Stahlfeld CN, Sperger JM, Singh A, Wolfe SK, Niles DJ, Arafat W, Steinharter JA, Jason Abel E, Beebe DJ, Wei XX, McKay RR, Choueri TK, Lang JM. Development and initial clinical testing of a multiplexed circulating tumor cell assay in patients with clear cell renal cell carcinoma. Mol Oncol 2021; 15:2330-2344. [PMID: 33604999 PMCID: PMC8410529 DOI: 10.1002/1878-0261.12931] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 12/31/2020] [Accepted: 02/07/2021] [Indexed: 12/21/2022] Open
Abstract
Although therapeutic options for patients with advanced renal cell carcinoma (RCC) have increased in the past decade, no biomarkers are yet available for patient stratification or evaluation of therapy resistance. Given the dynamic and heterogeneous nature of clear cell RCC (ccRCC), tumor biopsies provide limited clinical utility, but liquid biopsies could overcome these limitations. Prior liquid biopsy approaches have lacked clinically relevant detection rates for patients with ccRCC. This study employed ccRCC-specific markers, CAIX and CAXII, to identify circulating tumor cells (CTC) from patients with metastatic ccRCC. Distinct subtypes of ccRCC CTCs were evaluated for PD-L1 and HLA-I expression and correlated with patient response to therapy. CTC enumeration and expression of PD-L1 and HLA-I correlated with disease progression and treatment response, respectively. Longitudinal evaluation of a subset of patients demonstrated potential for CTC enumeration to serve as a pharmacodynamic biomarker. Further evaluation of phenotypic heterogeneity among CTCs is needed to better understand the clinical utility of this new biomarker.
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Affiliation(s)
- Rory M. Bade
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
| | | | | | | | | | | | | | - Erika Heninger
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
| | | | - Jamie M. Sperger
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
- Department of MedicineUniversity of Wisconsin‐MadisonWIUSA
| | - Anupama Singh
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
| | | | - David J. Niles
- Department of Biomedical EngineeringUniversity of Wisconsin‐MadisonWIUSA
| | - Waddah Arafat
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
- Department of MedicineUniversity of Wisconsin‐MadisonWIUSA
| | - John A. Steinharter
- Lank Center for Genitourinary OncologyDana‐Farber Cancer InstituteHarvard UniversityBostonMAUSA
| | - E. Jason Abel
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
- Department of MedicineUniversity of Wisconsin‐MadisonWIUSA
| | - David J. Beebe
- Department of Biomedical EngineeringUniversity of Wisconsin‐MadisonWIUSA
| | - Xiao X. Wei
- Lank Center for Genitourinary OncologyDana‐Farber Cancer InstituteHarvard UniversityBostonMAUSA
| | - Rana R. McKay
- Lank Center for Genitourinary OncologyDana‐Farber Cancer InstituteHarvard UniversityBostonMAUSA
- Moores Cancer CenterUniversity of California San DiegoLa JollaCAUSA
| | - Toni K. Choueri
- Lank Center for Genitourinary OncologyDana‐Farber Cancer InstituteHarvard UniversityBostonMAUSA
| | - Joshua M. Lang
- Carbone Cancer CenterUniversity of Wisconsin‐MadisonWIUSA
- Department of MedicineUniversity of Wisconsin‐MadisonWIUSA
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Sharifi MN, Wolfe SK, Sperger JM, Schehr JL, Bhattacharya S, Wisinski KB, Lang JM, O'Regan RM. Abstract 590: Multiplex liquid biopsy for AR pathway activity in metastatic androgen receptor-positive triple negative breast cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-590] [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: The androgen receptor (AR) is expressed in up to 50% of patients with triple negative breast cancer (TNBC), and a luminal androgen receptor (LAR) subtype has been identified that is dependent on androgen receptor signaling, but AR protein expression by immunohistochemistry (IHC) has been a suboptimal biomarker for response to anti-androgen therapies in AR-TNBC and there remains an unmet need for biomarkers to identify patients likely to benefit from anti-androgens. We have developed a multiplex liquid biopsy encompassing AR protein expression and downstream gene expression analysis in circulating tumor cells (CTCs). We report here the longitudinal evaluation of this liquid biopsy as part of a phase I trial (NCT03090165) of the anti-androgen bicalutamide with selective CDK4/6 inhibitor ribociclib in metastatic AR-TNBC.
Methods: Peripheral blood was collected (n=11) prior to treatment, after two cycles of treatment, and at progression and processed using the VERSA (Versatile Exclusion-based Rare Sample Analysis) microfluidic chip that integrates CTC capture and downstream analysis. For protein expression, fixed CTCs were captured immunomagnetically and stained on chip for AR followed by quantitative fluorescent microscopy. For gene expression analysis, live CTCs were captured immunomagnetically followed by RNA isolation on chip, reverse transcription, and RT-qPCR for a panel of 40 luminal AR genes.
Results: AR protein and transcript were detected in CTCs from 10/11 patients, and AR target gene expression in 8/11 patients. The pathologic ligand independent AR splice variant AR-V7 was detected in 2/11 patients. Pretreatment CTC number was higher in patients with anti-androgen resistant (range 3-753) than anti-androgen sensitive (range 0-30) disease. Among patients with low AR IHC (<10%) on biopsy, high AR protein and transcript expression in pre-treatment CTCs was associated with anti-androgen sensitivity. Among patients with high AR IHC (>50%) on biopsy, AR-V7 was detected in CTCs of 2/3 of patients with resistant disease and 0/2 of patients with sensitive disease.
Conclusions: This study demonstrates the feasibility of a longitudinal multiplex liquid biopsy as a pharmacodynamic biomarker of AR pathway activity in AR-TNBC, and suggests that AR pathway activity in CTCs may provide additional information to solid tumor biopsy AR expression in predicting sensitivity to anti-androgens. This work also demonstrates for the first time the detection of AR-V7 in CTCs in anti-androgen resistant AR-TNBC, suggesting that AR-V7 expression may be a mechanism of anti-androgen resistance in AR-TNBC as it is in advanced prostate cancer.
Citation Format: Marina N. Sharifi, Serena K. Wolfe, Jamie M. Sperger, Jennifer L. Schehr, Saswati Bhattacharya, Kari B. Wisinski, Joshua M. Lang, Ruth M. O'Regan. Multiplex liquid biopsy for AR pathway activity in metastatic androgen receptor-positive triple negative breast cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 590.
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Sperger JM, Emamekhoo H, McKay RR, Stahlfeld CN, Singh A, Chen XE, Kwak L, Gilsdorf CS, Wolfe SK, Wei XX, Silver R, Zhang Z, Morris MJ, Bubley G, Feng FY, Scher HI, Rathkopf D, Dehm SM, Choueiri TK, Halabi S, Armstrong AJ, Wyatt AW, Taplin ME, Zhao SG, Lang JM. Prospective Evaluation of Clinical Outcomes Using a Multiplex Liquid Biopsy Targeting Diverse Resistance Mechanisms in Metastatic Prostate Cancer. J Clin Oncol 2021; 39:2926-2937. [PMID: 34197212 PMCID: PMC8425833 DOI: 10.1200/jco.21.00169] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Nearly all men with prostate cancer treated with androgen receptor (AR) signaling inhibitors (ARSIs) develop resistance via diverse mechanisms including constitutive activation of the AR pathway, driven by AR genomic structural alterations, expression of AR splice variants (AR-Vs), or loss of AR dependence and lineage plasticity termed neuroendocrine prostate cancer. Understanding these de novo acquired ARSI resistance mechanisms is critical for optimizing therapy.
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Affiliation(s)
- Jamie M Sperger
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI
| | - Hamid Emamekhoo
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI
| | - Rana R McKay
- Moores Cancer Center, University of California San Diego, La Jolla, CA
| | | | - Anupama Singh
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI
| | - Xinyi E Chen
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Lucia Kwak
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Cole S Gilsdorf
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI
| | - Serena K Wolfe
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI
| | - Xiao X Wei
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Rebecca Silver
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Zhenwei Zhang
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Michael J Morris
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| | - Glenn Bubley
- Beth Israel Deaconess Medical Center, Boston, MA
| | - Felix Y Feng
- Division of Hematology and Oncology, Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA.,Department of Radiation Oncology, University of California San Francisco, San Francisco, CA.,Department of Urology, University of California San Francisco, San Francisco, CA
| | - Howard I Scher
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| | - Dana Rathkopf
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| | - Scott M Dehm
- Departments of Laboratory Medicine and Pathology and Urology, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Toni K Choueiri
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Susan Halabi
- Duke Cancer Institute Center for Prostate and Urologic Cancers, Duke University, Durham, NC.,Department of Biostatistics and Bioinformatics, Duke University, Durham, NC
| | - Andrew J Armstrong
- Duke Cancer Institute Center for Prostate and Urologic Cancers, Duke University, Durham, NC
| | - Alexander W Wyatt
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | - Shuang G Zhao
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI.,Department of Human Oncology, University of Wisconsin, Madison, WI.,William S. Middleton Memorial Veterans Hospital, Madison, WI
| | - Joshua M Lang
- Department of Medicine, Carbone Cancer Center, University of Wisconsin, Madison, WI.,Department of Medicine, University of Wisconsin, Madison, WI
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Sharifi MN, Sperger JM, Gilsdorf C, Wolfe SK, Parkes A, Wisinski KB, O'Regan RM, Lang JM. Abstract PS5-35: Detection of PI3K pathway activation in circulating tumor cells in PIK3CA mutated metastatic breast cancer as a putative predictive biomarker for PI3K inhibitor therapies. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps5-35] [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: Somatic genomic alterations that activate the phosphatidylinositol-3-kinase (PI3K) pathway signaling are found in 30-50% of breast cancers, and the p110a-specific inhibitor alpelisib is approved for use in combination with fulvestrant in PIK3CA mutated hormone receptor-positive (HR+) metastatic breast cancer. However, preclinical and clinical data has demonstrated significant variability in response to alpelisib and other PI3K inhibitors even in the presence of hotspot PIK3CA activating mutations, likely reflecting functional differences between somatic alterations, bypass signaling mechanisms, and intratumor clonal heterogeneity. Thus, there is an ongoing need for novel predictive biomarkers to help guide patient selection for these therapies. Circulating tumor cells (CTCs) represent an accessible source of tumor derived analytes that allow for the interrogation of protein level readouts of PI3K pathway activation, may better reflect the biologic heterogeneity of metastatic disease than single site solid tumor biopsy, and are amenable to longitudinal analysis. Here, we report the development of an assay to evaluate the expression of activated AKT (AKT pS473) in CTCs as a putative biomarker of sensitivity to PI3K inhibitor therapies in metastatic breast cancer. Methods: Peripheral blood for CTC isolation was collected serially from patients with metastatic breast cancer and known somatic PI3K pathway mutation status. Samples were processed using VERSA (Versatile Exclusion-based Rare Sample Analysis), a microfluidic technology that integrates CTC capture and downstream analysis. Following fixation, CTCs were captured immunomagnetically with antibodies for EpCAM and Trop2, permeabilized and stained on chip for pan-AKT plus AKT pS473. Quantitative fluorescent microscopy was used to enumerate CTCs, defined as cytokeratin positive cells with intact nuclei and negative for a group of normal blood cell markers (CD45/CD11b/CD34/CD66b), and to quantify activated AKT protein expression in CTCs and matched peripheral blood mononuclear cells (PBMCs). Results: 100% of patients with somatic PIK3CA mutations in our pilot cohort had CTCs with detectable phospho-AKT expression, and in 50% of patients, the median phospho-AKT/pan AKT ratio was higher in CTCs compared to matched peripheral blood cells, suggestive of increased PI3K pathway activity. All patients demonstrated heterogeneity in phospho-AKT expression and phospho-AKT/pan-AKT ratio among individual CTCs at a single timepoint and across timepoints in longitudinal analysis. Conclusion: We report here the feasibility of quantitative and longitudinal detection of activated AKT in EpCAM/Trop2 captured CTCs from metastatic breast cancer with somatic PIK3CA mutations. Future work will prospectively evaluate multiple clinical applications of this assay in patients receiving alpelisib plus endocrine therapy for PIK3CA mutated HR+ metastatic breast cancer, as well as expanding the assay to include the detection of additional phospho-protein readouts of PI3K pathway activity in CTCs. In addition to the potential to complement solid biopsy PIK3CA mutation status as a predictive biomarker of sensitivity to PI3K therapies, this assay has the unique potential to provide a pharmacodynamic assessment of PI3K inhibitor activity in CTCs while on treatment, which may serve as an early biomarker of clinical response or resistance.
Citation Format: Marina N Sharifi, Jamie M Sperger, Cole Gilsdorf, Serena K Wolfe, Amanda Parkes, Kari B Wisinski, Ruth M O'Regan, Joshua M Lang. Detection of PI3K pathway activation in circulating tumor cells in PIK3CA mutated metastatic breast cancer as a putative predictive biomarker for PI3K inhibitor therapies [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS5-35.
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Singh A, Denu RA, Wolfe SK, Sperger JM, Schehr J, Witkowsky T, Esbona K, Chappell RJ, Weaver BA, Burkard ME, Lang JM. Centrosome amplification is a frequent event in circulating tumor cells from subjects with metastatic breast cancer. Mol Oncol 2020; 14:1898-1909. [PMID: 32255253 PMCID: PMC7400789 DOI: 10.1002/1878-0261.12687] [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] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 03/03/2020] [Accepted: 03/07/2020] [Indexed: 01/05/2023] Open
Abstract
Centrosome amplification (CA) is a common phenomenon in cancer, promotes genomic stability and cancer evolution, and has been reported to promote metastasis. CA promotes a stochastic gain/loss of chromosomes during cell division, known as chromosomal instability (CIN). However, it is unclear whether CA is present in circulating tumor cells (CTCs), the seeds for metastasis. Here, we surveyed CA in CTCs from human subjects with metastatic breast cancer. CTCs were captured by CD45 exclusion and selection of EpCAM‐positive cells using an exclusion‐based sample preparation technology platform known as VERSA (versatile exclusion‐based rare sample analysis). Centriole amplification (centrin foci> 4) is the definitive assay for CA. However, determination of centrin foci is technically challenging and incompatible with automated analysis. To test if the more technically accessible centrosome marker pericentrin could serve as a surrogate for centriole amplification in CTCs, cells were stained with pericentrin and centrin antibodies to evaluate CA. This assay was first validated using breast cancer cell lines and a nontransformed epithelial cell line model of inducible CA, then translated to CTCs. Pericentrin area and pericentrin area x intensity correlate well with centrin foci, validating pericentrin as a surrogate marker of CA. CA is found in CTCs from 75% of subjects, with variability in the percentage and extent of CA in individual circulating cells in a given subject, similar to the variability previously seen in primary tumors and cell lines. In summary, we created, validated, and implemented a novel method to assess CA in CTCs from subjects with metastatic breast cancer. Such an assay will be useful for longitudinal monitoring of CA in cancer patients and in prospective clinical trials for assessing the impact of CA on response to therapy.
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Affiliation(s)
- Ashok Singh
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Ryan A Denu
- Department of Medicine, Division of Hematology/Oncology, University of Wisconsin-Madison, WI, USA
| | - Serena K Wolfe
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Jamie M Sperger
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Jennifer Schehr
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Tessa Witkowsky
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Karla Esbona
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA
| | - Richard J Chappell
- Departments of Statistics and of Biostatistics & Medical Informatics, University of Wisconsin-Madison, WI, USA
| | - Beth A Weaver
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA.,Department of Cell and Regenerative Biology and Department of Oncology, McArdle Laboratory for Cancer Research, University of Wisconsin-Madison, WI, USA
| | - Mark E Burkard
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA.,Department of Medicine, Division of Hematology/Oncology, University of Wisconsin-Madison, WI, USA
| | - Joshua M Lang
- Carbone Cancer Center, University of Wisconsin-Madison, WI, USA.,Department of Medicine, Division of Hematology/Oncology, University of Wisconsin-Madison, WI, USA
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Wolfe SK. Facial palsy noted at birth: diagnosis and management. Am J Otol 1988; 9:91-3. [PMID: 3364544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Wolfe SK. Pathologic quiz: Salivary duct carcinoma. Arch Otolaryngol 1975; 101:398-400. [PMID: 165804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Wolfe SK. Pathologic quiz case 2. Mixed fibrous xanthoma. Arch Otolaryngol 1975; 101:266-8. [PMID: 1120021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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