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Kazansky Y, Mueller HS, Cameron D, Demarest P, Zaffaroni N, Arrighetti N, Zuco V, Mundi PS, Kuwahara Y, Somwar R, Qu R, Califano A, de Stanchina E, Dela Cruz FS, Kung AL, Gounder MM, Kentsis A. Epigenetic targeting of PGBD5-dependent DNA damage in SMARCB1-deficient sarcomas. bioRxiv 2024:2024.05.03.592420. [PMID: 38766189 PMCID: PMC11100591 DOI: 10.1101/2024.05.03.592420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Despite the potential of targeted epigenetic therapies, most cancers do not respond to current epigenetic drugs. The Polycomb repressive complex EZH2 inhibitor tazemetostat was recently approved for the treatment of SMARCB1 -deficient epithelioid sarcomas, based on the functional antagonism between PRC2 and loss of SMARCB1. Through the analysis of tazemetostat-treated patient tumors, we recently defined key principles of their response and resistance to EZH2 epigenetic therapy. Here, using transcriptomic inference from SMARCB1 -deficient tumor cells, we nominate the DNA damage repair kinase ATR as a target for rational combination EZH2 epigenetic therapy. We show that EZH2 inhibition promotes DNA damage in epithelioid and rhabdoid tumor cells, at least in part via its induction of the transposase-derived PGBD5. We leverage this collateral synthetic lethal dependency to target PGBD5-dependent DNA damage by inhibition of ATR but not CHK1 using elimusertib. Consequently, combined EZH2 and ATR inhibition improves therapeutic responses in diverse patient-derived epithelioid and rhabdoid tumors in vivo . This advances a combination epigenetic therapy based on EZH2-PGBD5 synthetic lethal dependency suitable for immediate translation to clinical trials for patients.
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2
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Kazansky Y, Cameron D, Mueller HS, Demarest P, Zaffaroni N, Arrighetti N, Zuco V, Kuwahara Y, Somwar R, Ladanyi M, Qu R, de Stanchina E, Dela Cruz FS, Kung AL, Gounder MM, Kentsis A. Overcoming clinical resistance to EZH2 inhibition using rational epigenetic combination therapy. Cancer Discov 2024:734042. [PMID: 38315003 DOI: 10.1158/2159-8290.cd-23-0110] [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] [Received: 02/06/2023] [Revised: 11/30/2023] [Accepted: 01/25/2024] [Indexed: 02/07/2024]
Abstract
Epigenetic dependencies have become evident in many cancers. Based on antagonism between BAF/SWI/SNF and PRC2 in SMARCB1-deficient sarcomas, we recently completed the clinical trial of the EZH2 inhibitor tazemetostat. However, the principles of tumor response to epigenetic therapy in general, and tazemetostat in particular, remain unknown. Using functional genomics and diverse experimental models, we define molecular mechanisms of tazemetostat resistance in SMARCB1-deficient tumors. We found distinct acquired mutations that converge on the RB1/E2F axis and decouple EZH2-dependent differentiation and cell cycle control. This allows tumor cells to escape tazemetostat-induced G1 arrest, suggests a general mechanism for effective therapy, and provides prospective biomarkers for therapy stratification, including PRICKLE1. Based on this, we develop a combination strategy to circumvent tazemetostat resistance using bypass targeting of AURKB. This offers a paradigm for rational epigenetic combination therapy suitable for translation to clinical trials for epithelioid sarcomas, rhabdoid tumors, and other epigenetically dysregulated cancers.
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Affiliation(s)
- Yaniv Kazansky
- Memorial Sloan Kettering Cancer Center, New York, United States
| | - Daniel Cameron
- Memorial Sloan Kettering Cancer Center, New York, United States
| | - Helen S Mueller
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | - Nadia Zaffaroni
- Fondazione IRCCS Istituto Nazionale Tumori, Milano, Italy, Italy
| | | | - Valentina Zuco
- Fondazione IRCCS Istituto Nazionale per lo Studio e la Cura dei Tumori, Milan, Italy
| | | | - Romel Somwar
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Marc Ladanyi
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Rui Qu
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | | | - Andrew L Kung
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Mrinal M Gounder
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Alex Kentsis
- Memorial Sloan Kettering Cancer Center, New York, United States
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3
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Kazansky Y, Cameron D, Mueller HS, Demarest P, Zaffaroni N, Arrighetti N, Zuco V, Kuwahara Y, Somwar R, Ladanyi M, Qu R, De Stanchina E, Dela Cruz FS, Kung AL, Gounder M, Kentsis A. Overcoming clinical resistance to EZH2 inhibition using rational epigenetic combination therapy. bioRxiv 2023:2023.02.06.527192. [PMID: 36798379 PMCID: PMC9934575 DOI: 10.1101/2023.02.06.527192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Essential epigenetic dependencies have become evident in many cancers. Based on the functional antagonism between BAF/SWI/SNF and PRC2 in SMARCB1-deficient sarcomas, we and colleagues recently completed the clinical trial of the EZH2 inhibitor tazemetostat. However, the principles of tumor response to epigenetic therapy in general, and tazemetostat in particular, remain unknown. Using functional genomics of patient tumors and diverse experimental models, we sought to define molecular mechanisms of tazemetostat resistance in SMARCB1-deficient sarcomas and rhabdoid tumors. We found distinct classes of acquired mutations that converge on the RB1/E2F axis and decouple EZH2-dependent differentiation and cell cycle control. This allows tumor cells to escape tazemetostat-induced G1 arrest despite EZH2 inhibition, and suggests a general mechanism for effective EZH2 therapy. This also enables us to develop combination strategies to circumvent tazemetostat resistance using cell cycle bypass targeting via AURKB, and synthetic lethal targeting of PGBD5-dependent DNA damage repair via ATR. This reveals prospective biomarkers for therapy stratification, including PRICKLE1 associated with tazemetostat resistance. In all, this work offers a paradigm for rational epigenetic combination therapy suitable for immediate translation to clinical trials for epithelioid sarcomas, rhabdoid tumors, and other epigenetically dysregulated cancers.
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Arnold B, Levine MF, Gundem G, Arango Ossa JE, Glodzik D, Rodríguez-Sánchez MI, Bouvier N, Li S, Stockfisch E, Dunigan M, Cobbs C, Bhanot UK, You D, Mullen K, Melchor JP, Ortiz MV, O'Donohue TJ, Slotkin EK, Wexler LH, Dela Cruz FS, Hameed MR, Glade Bender JL, Tap WD, Meyers PA, Papaemmanuil E, Kung AL, Iacobuzio-Donahue CA. Subclonal Somatic Copy-Number Alterations Emerge and Dominate in Recurrent Osteosarcoma. Cancer Res 2023; 83:3796-3812. [PMID: 37812025 PMCID: PMC10646480 DOI: 10.1158/0008-5472.can-23-0385] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 07/14/2023] [Accepted: 09/01/2023] [Indexed: 10/10/2023]
Abstract
Multiple large-scale genomic profiling efforts have been undertaken in osteosarcoma to define the genomic drivers of tumorigenesis, therapeutic response, and disease recurrence. The spatial and temporal intratumor heterogeneity could also play a role in promoting tumor growth and treatment resistance. We conducted longitudinal whole-genome sequencing of 37 tumor samples from 8 patients with relapsed or refractory osteosarcoma. Each patient had at least one sample from a primary site and a metastatic or relapse site. Subclonal copy-number alterations were identified in all patients except one. In 5 patients, subclones from the primary tumor emerged and dominated at subsequent relapses. MYC gain/amplification was enriched in the treatment-resistant clones in 6 of 7 patients with multiple clones. Amplifications in other potential driver genes, such as CCNE1, RAD21, VEGFA, and IGF1R, were also observed in the resistant copy-number clones. A chromosomal duplication timing analysis revealed that complex genomic rearrangements typically occurred prior to diagnosis, supporting a macroevolutionary model of evolution, where a large number of genomic aberrations are acquired over a short period of time followed by clonal selection, as opposed to ongoing evolution. A mutational signature analysis of recurrent tumors revealed that homologous repair deficiency (HRD)-related SBS3 increases at each time point in patients with recurrent disease, suggesting that HRD continues to be an active mutagenic process after diagnosis. Overall, by examining the clonal relationships between temporally and spatially separated samples from patients with relapsed/refractory osteosarcoma, this study sheds light on the intratumor heterogeneity and potential drivers of treatment resistance in this disease. SIGNIFICANCE The chemoresistant population in recurrent osteosarcoma is subclonal at diagnosis, emerges at the time of primary resection due to selective pressure from neoadjuvant chemotherapy, and is characterized by unique oncogenic amplifications.
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Affiliation(s)
- Michael D. Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Regeneron Pharmaceuticals, Inc., Tarrytown, New York
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, United Kingdom
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, United Kingdom
| | - Alvin Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Brian Arnold
- Department of Computer Science, Princeton University, Princeton, New Jersey
- Center for Statistics and Machine Learning, Princeton University, Princeton, New Jersey
| | - Max F. Levine
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Juan E. Arango Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Dominik Glodzik
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Shanita Li
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Emily Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marisa Dunigan
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Cassidy Cobbs
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Umesh K. Bhanot
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
- Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Katelyn Mullen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, New York, New York
| | - Jerry P. Melchor
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael V. Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Tara J. O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Emily K. Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Leonard H. Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Filemon S. Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meera R. Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Julia L. Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William D. Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Paul A. Meyers
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elli Papaemmanuil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christine A. Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
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5
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Mundi PS, Dela Cruz FS, Grunn A, Diolaiti D, Mauguen A, Rainey AR, Guillan K, Siddiquee A, You D, Realubit R, Karan C, Ortiz MV, Douglass EF, Accordino M, Mistretta S, Brogan F, Bruce JN, Caescu CI, Carvajal RD, Crew KD, Decastro G, Heaney M, Henick BS, Hershman DL, Hou JY, Iwamoto FM, Jurcic JG, Kiran RP, Kluger MD, Kreisl T, Lamanna N, Lassman AB, Lim EA, Manji GA, McKhann GM, McKiernan JM, Neugut AI, Olive KP, Rosenblat T, Schwartz GK, Shu CA, Sisti MB, Tergas A, Vattakalam RM, Welch M, Wenske S, Wright JD, Hibshoosh H, Kalinsky K, Aburi M, Sims PA, Alvarez MJ, Kung AL, Califano A. A Transcriptome-Based Precision Oncology Platform for Patient-Therapy Alignment in a Diverse Set of Treatment-Resistant Malignancies. Cancer Discov 2023; 13:1386-1407. [PMID: 37061969 PMCID: PMC10239356 DOI: 10.1158/2159-8290.cd-22-1020] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 01/14/2023] [Accepted: 03/14/2023] [Indexed: 04/17/2023]
Abstract
Predicting in vivo response to antineoplastics remains an elusive challenge. We performed a first-of-kind evaluation of two transcriptome-based precision cancer medicine methodologies to predict tumor sensitivity to a comprehensive repertoire of clinically relevant oncology drugs, whose mechanism of action we experimentally assessed in cognate cell lines. We enrolled patients with histologically distinct, poor-prognosis malignancies who had progressed on multiple therapies, and developed low-passage, patient-derived xenograft models that were used to validate 35 patient-specific drug predictions. Both OncoTarget, which identifies high-affinity inhibitors of individual master regulator (MR) proteins, and OncoTreat, which identifies drugs that invert the transcriptional activity of hyperconnected MR modules, produced highly significant 30-day disease control rates (68% and 91%, respectively). Moreover, of 18 OncoTreat-predicted drugs, 15 induced the predicted MR-module activity inversion in vivo. Predicted drugs significantly outperformed antineoplastic drugs selected as unpredicted controls, suggesting these methods may substantively complement existing precision cancer medicine approaches, as also illustrated by a case study. SIGNIFICANCE Complementary precision cancer medicine paradigms are needed to broaden the clinical benefit realized through genetic profiling and immunotherapy. In this first-in-class application, we introduce two transcriptome-based tumor-agnostic systems biology tools to predict drug response in vivo. OncoTarget and OncoTreat are scalable for the design of basket and umbrella clinical trials. This article is highlighted in the In This Issue feature, p. 1275.
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Affiliation(s)
- Prabhjot S. Mundi
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Filemon S. Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Adina Grunn
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Allison R. Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Kristina Guillan
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Armaan Siddiquee
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Ronald Realubit
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Charles Karan
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Michael V. Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Eugene F. Douglass
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Melissa Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Suzanne Mistretta
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Frances Brogan
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Jeffrey N. Bruce
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Cristina I. Caescu
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Richard D. Carvajal
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Katherine D Crew
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Guarionex Decastro
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Mark Heaney
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Brian S Henick
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St. NY, NY 10032
| | - June Y. Hou
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Fabio M. Iwamoto
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Joseph G. Jurcic
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Ravi P. Kiran
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Surgery, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Michael D Kluger
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Surgery, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Teri Kreisl
- Novartis Five Cambridge, MA 02142, United States
| | - Nicole Lamanna
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Andrew B. Lassman
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Emerson A. Lim
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Gulam A. Manji
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Guy M McKhann
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - James M. McKiernan
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Alfred I Neugut
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 West 168th St. NY, NY 10032
| | - Kenneth P. Olive
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Todd Rosenblat
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Gary K. Schwartz
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Catherine A Shu
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Michael B. Sisti
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurological Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
- Department of Otolaryngology Head and Neck Surgery, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
- Department of Radiation Oncology, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY 10032, United States
| | - Ana Tergas
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Reena M Vattakalam
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Mary Welch
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Neurology, Columbia University Irving Medical Center, 710 W 168th Street, New York, NY USA 10032
| | - Sven Wenske
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Urology, Columbia University Irving Medical Center, 160 Fort Washington Ave, New York, NY USA 10032
| | - Jason D. Wright
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Obstetrics & Gynecology, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
| | - Hanina Hibshoosh
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
| | - Kevin Kalinsky
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Winship Cancer Institute of Emory University and Department of Hematology and Medical Oncology, Emory University School of Medicine, 1365-C Clifton Road NE, Atlanta, GA 30322, United States
| | - Mahalaxmi Aburi
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
| | - Peter A. Sims
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Biochemistry & Molecular Biophysics, Columbia University Irving Medical Center, 701 W 168th Street, New York, NY USA 10032
| | - Mariano J. Alvarez
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- DarwinHealth Inc. New York
| | - Andrew L. Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY USA 10065
| | - Andrea Califano
- Department of Systems Biology, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, 1130 Saint Nicholas Ave, New York, NY USA 10032
- Department of Medicine, Columbia University Irving Medical Center, 630 W 168th Street, New York, NY USA 10032
- Department of Biochemistry & Molecular Biophysics, Columbia University Irving Medical Center, 701 W 168th Street, New York, NY USA 10032
- Department of Biomedical Informatics, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, 622 W 168th Street, New York, NY USA 10032
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6
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Mundi PS, Dela Cruz FS, Ortiz MV, Grunn A, Diolaiti D, Alvarez MJ, Kung AL, Califano A. Abstract 849: Evaluation of a transcriptomics-based precision oncology platform for patient-therapy alignment in treatment resistant malignancies. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-849] [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: 04/07/2023]
Abstract
Abstract
Background: Predicting in vivo response to antineoplastics remains an elusive challenge. We evaluated two novel transcriptomic-based, tumor-agnostic systems biology tools, OncoTarget and OncoTreat. Both methodologies predict tumor response to a diverse repertoire of clinically relevant oncology drugs, based on tumor Master Regulator (MR) analysis and de novo, experimentally-assessed drug mechanism-of-action in cognate cell lines. Specifically, OncoTarget identifies high-affinity inhibitors of individual MR proteins, while OncoTreat identifies drugs that invert the transcriptional activity of hyper-connected MR modules.
Methods: We enrolled patients with several distinct, poor prognosis malignancies that had progressed on multiple standard therapies, and developed low-passage, patient-derived xenograft (PDX) models. We assessed in vivo tumor response to 35 predicted patient-drug pairings in the first seven successfully engrafted models, including three basal-like breast cancers, a pancreatic ductal carcinoma, a KIT/PDGFR wildtype gastrointestinal stromal tumor, a colon cancer, and a recurrent atypical meningioma.
Results: Both OncoTarget and OncoTreat produced highly significant 30-day disease control rates (68% and 91%, respectively) and markedly delayed time to treatment failure versus vehicle control by Kaplan-Meier analysis (p < 10−4, log-rank test). Predicted drugs significantly outperformed randomly selected antineoplastic drugs that were not predicted by either methodology. Importantly, of 18 OncoTreat-predicted drugs, 15 showed MR-module inversion in vivo, demonstrating conservation of drug effect on patient tumor MR modules between carefully selected cognate cell lines and PDXs. Further, extensive benchmarking of OncoTarget and OncoTreat on TCGA tumor cohorts and prospectively profiled tumors demonstrates that candidate drugs can be identified for the vast majority of patients.
Conclusions: Complementary precision cancer medicine paradigms are needed to broaden the clinical benefit realized through genetic profiling and immunotherapy. We present extensive preclinical validation of two transcriptomic-based approaches. Our results suggest OncoTarget and OncoTreat may substantively complement existing PCM approaches. Importantly, as RNA-based prediction tools are relatively affordable and allow initial predictions within two weeks of receipt of specimen, OncoTarget and OncoTreat are readily scalable for the design of basket and umbrella clinical trials that would enroll diverse patient populations.
Citation Format: Prabhjot S. Mundi, Filemon S. Dela Cruz, Michael V. Ortiz, Adina Grunn, Daniel Diolaiti, Mariano J. Alvarez, Andrew L. Kung, Andrea Califano. Evaluation of a transcriptomics-based precision oncology platform for patient-therapy alignment in treatment resistant malignancies [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 849.
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Affiliation(s)
| | | | | | - Adina Grunn
- 1Columbia University Irving Medical Center, New York, NY
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Arnold B, Levine M, Gundem G, Ossa JEA, Glodzik D, Rodríguez-Sánchez MI, Bouvier N, Li S, Stockfisch E, Dunigan M, Cobbs C, Bhanot U, You D, Mullen K, Melchor J, Ortiz MV, O'Donohue T, Slotkin E, Wexler LH, Dela Cruz FS, Hameed M, Glade Bender JL, Tap WD, Meyers PA, Papaemmanuil E, Kung AL, Iacobuzio-Donahue CA. Subclonal somatic copy number alterations emerge and dominate in recurrent osteosarcoma. bioRxiv 2023:2023.01.05.522765. [PMID: 36711976 PMCID: PMC9881990 DOI: 10.1101/2023.01.05.522765] [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] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Multiple large-scale tumor genomic profiling efforts have been undertaken in osteosarcoma, however, little is known about the spatial and temporal intratumor heterogeneity and how it may drive treatment resistance. We performed whole-genome sequencing of 37 tumor samples from eight patients with relapsed or refractory osteosarcoma. Each patient had at least one sample from a primary site and a metastatic or relapse site. We identified subclonal copy number alterations in all but one patient. We observed that in five patients, a subclonal copy number clone from the primary tumor emerged and dominated at subsequent relapses. MYC gain/amplification was enriched in the treatment-resistant clone in 6 out of 7 patients with more than one clone. Amplifications in other potential driver genes, such as CCNE1, RAD21, VEGFA, and IGF1R, were also observed in the resistant copy number clones. Our study sheds light on intratumor heterogeneity and the potential drivers of treatment resistance in osteosarcoma.
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Affiliation(s)
- Michael D Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Simone Zaccaria
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Computational Cancer Genomics Research Group, University College London Cancer Institute, London, UK
| | - Alvin Makohon-Moore
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Hackensack Meridian Health Center for Discovery and Innovation, Nutley, NJ, USA (current affiliation)
- Georgetown University Lombardi Comprehensive Cancer Center, Washington, DC, USA (current affiliation)
| | - Brian Arnold
- Department of Computer Science, Princeton University, Princeton, NJ, USA
- Center for Statistics and Machine Learning, Princeton University, Princeton, NJ, USA
| | - Max Levine
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Isabl, New York, NY, USA (current affiliation)
| | - Gunes Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Juan E Arango Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dominik Glodzik
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA (current affiliation)
| | - M Irene Rodríguez-Sánchez
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Wunderman Thompson Health, New York, NY, USA (current affiliation)
| | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- IT and Digital Initiatives, Memorial Sloan Kettering Cancer Center, New York, NY, USA (current affiliation)
| | - Shanita Li
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marisa Dunigan
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cassidy Cobbs
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Umesh Bhanot
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katelyn Mullen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Gerstner Sloan Kettering Graduate School of Biomedical Sciences, New York, NY, USA
| | - Jerry Melchor
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael V Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tara O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emily Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Leonard H Wexler
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Meera Hameed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julia L Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - William D Tap
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Paul A Meyers
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elli Papaemmanuil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christine A Iacobuzio-Donahue
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
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Coutinho DF, Mundi PS, Marks LJ, Burke C, Ortiz MV, Diolaiti D, Bird L, Vallance KL, Ibáñez G, You D, Long M, Rosales N, Grunn A, Ndengu A, Siddiquee A, Gaviria ES, Rainey AR, Fazlollahi L, Hosoi H, Califano A, Kung AL, Dela Cruz FS. Validation of a non-oncogene encoded vulnerability to exportin 1 inhibition in pediatric renal tumors. Med 2022; 3:774-791.e7. [PMID: 36195086 PMCID: PMC9669237 DOI: 10.1016/j.medj.2022.09.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 03/23/2022] [Revised: 07/20/2022] [Accepted: 09/13/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Malignant rhabdoid tumors (MRTs) and Wilms' tumors (WTs) are rare and aggressive renal tumors of infants and young children comprising ∼5% of all pediatric cancers. MRTs are among the most genomically stable cancers, and although WTs are genomically heterogeneous, both generally lack therapeutically targetable genetic mutations. METHODS Comparative protein activity analysis of MRTs (n = 68) and WTs (n = 132) across TCGA and TARGET cohorts, using metaVIPER, revealed elevated exportin 1 (XPO1) inferred activity. In vitro studies were performed on a panel of MRT and WT cell lines to evaluate effects on proliferation and cell-cycle progression following treatment with the selective XPO1 inhibitor selinexor. In vivo anti-tumor activity was assessed in patient-derived xenograft (PDX) models of MRTs and WTs. FINDINGS metaVIPER analysis identified markedly aberrant activation of XPO1 in MRTs and WTs compared with other tumor types. All MRT and most WT cell lines demonstrated baseline, aberrant XPO1 activity with in vitro sensitivity to selinexor via cell-cycle arrest and induction of apoptosis. In vivo, XPO1 inhibitors significantly abrogated tumor growth in PDX models, inducing effective disease control with sustained treatment. Corroborating human relevance, we present a case report of a child with multiply relapsed WTs with prolonged disease control on selinexor. CONCLUSIONS We report on a novel systems-biology-based comparative framework to identify non-genetically encoded vulnerabilities in genomically quiescent pediatric cancers. These results have provided preclinical rationale for investigation of XPO1 inhibitors in an upcoming investigator-initiated clinical trial of selinexor in children with MRTs and WTs and offer opportunities for exploration of inferred XPO1 activity as a potential predictive biomarker for response. FUNDING This work was funded by CureSearch for Children's Cancer, Alan B. Slifka Foundation, NIH (U01 CA217858, S10 OD012351, and S10 OD021764), Michael's Miracle Cure, Hyundai Hope on Wheels, Cannonball Kids Cancer, Conquer Cancer the ASCO Foundation, Cycle for Survival, Paulie Strong Foundation, and the Grayson Fund.
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Affiliation(s)
- Diego F Coutinho
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Prabhjot S Mundi
- Department of Medicine, Columbia University Medical Center, New York, NY 10032, USA
| | - Lianna J Marks
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Chelsey Burke
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Michael V Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Lauren Bird
- Cook Children's Hematology and Oncology, Fort Worth, TX 76104, USA
| | - Kelly L Vallance
- Cook Children's Hematology and Oncology, Fort Worth, TX 76104, USA
| | - Glorymar Ibáñez
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Matthew Long
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Nestor Rosales
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Adina Grunn
- Department of Systems Biology, Columbia University Medical Center, New York, NY 10032, USA
| | - Andoyo Ndengu
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Armaan Siddiquee
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Ervin S Gaviria
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Allison R Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Ladan Fazlollahi
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032, USA
| | - Hajime Hosoi
- Department of Pediatrics, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Andrea Califano
- Department of Systems Biology, Columbia University Medical Center, New York, NY 10032, USA.
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Gundem G, Ossa JEA, Bouvier N, Dela Cruz FS, Hameed M, Bender JLG, Tap WD, Meyers P, Papaemmanuil E, Kung A, Iacobuzio-Donahue CA. Abstract B022: Subclonal somatic copy number alterations emerge and dominate in relapsed/refractory osteosarcoma. Clin Cancer Res 2022. [DOI: 10.1158/1557-3265.sarcomas22-b022] [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
Objective: Multiple large-scale tumor genomic profiling efforts have been undertaken in osteosarcoma, however little is known about the spatial and temporal intratumor heterogeneity and how it may drive treatment resistance. Methods: We performed 30-80x whole genome sequencing (WGS) of 37 tumor samples from 8 patients with relapsed or refractory osteosarcoma. Each patient had at least one sample from a primary site and one sample from a metastatic or relapse site. A set of high confidence single nucleotide variants (SNV), copy number alterations (CNA), structural variations (SV) were called for each sample using our pediatric expanded genomics pipeline and an evolutionary analysis was performed using a custom pipeline of computational tools. Results: Of the 8 patients in our cohort, 4 had localized disease at diagnosis (OSCE4, OSCE5, OSCE6, OSCE9) and 4 had metastatic disease at diagnosis (OSCE1, OSCE2, OSCE3, OSCE10). There were 17 samples from primary sites, 7 were pretreatment biopsies, 10 from on therapy primary resections. 20 samples came from metastatic sites, 15 of which were from lung metastases. Driver gene SNV’s were identified in 5 of 8 patients, including TP53 (OSCE1), ATRX (OSCE3, OSCE10), RB1 (OSCE4), and CDKN2A (OSCE9). There were no new driver SNV’s that emerged post-therapy in any patient. HATCHet, an algorithm that infers clone-specific copy number alterations, identified subclonal CNAs in all but one patient (OSCE2). In the 7 patients with subclonal CNAs, 6 had two copy number clones identified, and 1 patient (OSCE10) had three copy number clones identified. In 5 patients (OSCE1, OSCE4, OSCE5, OSCE6, OSCE10) there is a copy number clone that is subclonal in the primary tumor which emerges and dominates at subsequent relapses. The resistant clone in each of these cases had either MYC gain/amplification. Amplifications in CCNE1 (OSCE1), RAD21 (OSCE4, OSCE5, OSCE10), VEGFA (OSCE1, OSCE9), IGF1R (OSCE6) were also identified as potential drivers in the resistant copy number clones. In two of these patients (OSCE1, OSCE6), this treatment-resistant subclone becomes the dominant copy number clone by the time of primary resection. SNV based phylogenies revealed a heterogenous mix of monoclonal and polyclonal seeding of metastases and monophyletic and polyphyletic modes of dissemination. Over half the new mutations acquired in recurrent disease were attributed to HRD or cisplatin mutational signatures. TP53 structural variants were seen in 6/8 patients (OSCE2, OSCE3, OSCE4, OSCE6, OSCE9, OSCE10). New structural variants involving driver genes were only detected in one relapse sample from patient OSCE10 (DMD deletion). Conclusion: Subclonal copy number clones emerge and dominate in relapsed osteosarcoma, with MYC gain/amplification a defining characteristic in our cohort. Selective pressure from neoadjuvant chemotherapy reveals this clone at the time of primary resection, highlighting that genomic profiling at this time point may be more reflective of its metastatic potential.
Citation Format: Michael D. Kinnaman, Simone Zaccaria, Alvin Makohon-Moore, Gunes Gundem, Juan E. Arango Ossa, Nancy Bouvier, Filemon S. Dela Cruz, Meera Hameed, Julia Lynne Glade Bender, William D. Tap, Paul Meyers, Elli Papaemmanuil, Andrew Kung, Christine A. Iacobuzio-Donahue. Subclonal somatic copy number alterations emerge and dominate in relapsed/refractory osteosarcoma [abstract]. In: Proceedings of the AACR Special Conference: Sarcomas; 2022 May 9-12; Montreal, QC, Canada. Philadelphia (PA): AACR; Clin Cancer Res 2022;28(18_Suppl):Abstract nr B022.
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Affiliation(s)
| | | | | | - Gunes Gundem
- 1Memorial Sloan Kettering Cancer Center, New York, NY,
| | | | - Nancy Bouvier
- 1Memorial Sloan Kettering Cancer Center, New York, NY,
| | | | - Meera Hameed
- 1Memorial Sloan Kettering Cancer Center, New York, NY,
| | | | | | - Paul Meyers
- 1Memorial Sloan Kettering Cancer Center, New York, NY,
| | | | - Andrew Kung
- 1Memorial Sloan Kettering Cancer Center, New York, NY,
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Dela Cruz FS, McCarter JG, You D, Bouvier N, Wang X, Guillan KC, Siddiquee AH, Souto KB, Li H, Gao T, Glodzik D, Diolaiti D, Shukla NN, Silber J, Bhanot UK, Kombak FE, Coutinho DF, Li S, Ossa JEA, Medina-Martinez JS, Ortiz MV, Slotkin EK, Kinnaman MD, Sait SF, O'Donohue TJ, Mattar M, Meneses M, LaQuaglia MP, Heaton TE, Gerstle JT, Fabbri N, Burke CM, Rodriquez-Sanchez IM, Iacobuzio-Donahue CA, Bender JLG, Roberts RD, Yustein JT, Rainusso NC, Crompton BD, Stewart E, Sweet-Cordero A, Sayles LC, Thomas AD, Roehrl MH, de Stanchina E, Papaemmanuil E, Kung AL. Abstract 704: Development of a patient-derived xenograft (PDX) modeling program to enable pediatric precision medicine. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-704] [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: Recapitulation of the full spectrum of genomic changes driving patient tumors have resulted in increased use of patient-derived xenograft (PDX) models in studies of basic cancer biology and preclinical drug development. Given the translational potential of PDXs and limited availability of pediatric cancer models, we established a PDX program to expand the existing collection of pediatric PDXs in the community and enable pre- and post-clinical studies.
Methods: PDX generation requests were integrated into clinical workflows to maximize identification of eligible patients for informed consent and tissue collection at Memorial Sloan Kettering Cancer Center. Methodologies for tissue procurement and cryopreservation were optimized to facilitate implantation into host immunodeficient mice and enable multi-institutional tissue exchange for model building. A bioinformatics pipeline was established to allow molecular validation of engrafted PDXs using a next-generation targeted gene panel (MSK-IMPACT) evaluating concordance based on acquired mutations, copy number alterations and clonal structure.
Results: Between November 2016 - October 2021, 379 PDX models were developed (265 distinct models) representing 69 discrete diagnoses. Sarcoma represents the most common model type (50 discrete osteosarcoma, 20 desmoplastic small round cell tumor, 14 Ewing sarcoma, 24 rhabdomyosarcoma, 2 CIC/DUX4 and 2 BCOR-rearranged sarcoma) followed by neuroblastoma (n=35), leukemia (n=44), and Wilms tumor (n=15). While the majority of PDXs were established from recurrent or metastatic tissue, 7 paired diagnostic/pre-therapy and post-therapy or relapse models were generated. Genomic characterization of PDXs demonstrate excellent concordance and recapitulation of single nucleotide variants (90%), structural (88%) and copy number variants (94%) between patient tumor and matched PDX. Discrepancies between matched patient/PDX pairs are due to sub-clonal heterogeneity in source tumors with clonal outgrowth in the PDX. Analysis of serial PDX passages also demonstrate stable recapitulation of the genomic profile. Establishment of a diverse PDX collection allowed preclinical evaluation of 10 targeted agents across a spectrum of pediatric tumors and provided the preclinical rationale for 3 investigator-initiated pediatric clinical trials.
Conclusions: Investment in the development of a phenotypically diverse and biologically faithful collection of pediatric PDX models enables the goals of precision medicine. Optimization of PDX workflows and methods has also enabled the development of a pediatric PDX consortium (PROXC - Pediatric Research in Oncology Xenografting Consortium) to further support the development of pre- and post-clinical studies for pediatric cancer.
Citation Format: Filemon S. Dela Cruz, Joseph G. McCarter, Daoqi You, Nancy Bouvier, Xinyi Wang, Kristina C. Guillan, Armaan H. Siddiquee, Katie B. Souto, Hongyan Li, Teng Gao, Dominik Glodzik, Daniel Diolaiti, Neerav N. Shukla, Joachim Silber, Umeshkumar K. Bhanot, Faruk Erdem Kombak, Diego F. Coutinho, Shanita Li, Juan E. Arango Ossa, Juan S. Medina-Martinez, Michael V. Ortiz, Emily K. Slotkin, Michael D. Kinnaman, Sameer F. Sait, Tara J. O'Donohue, Marissa Mattar, Maximiliano Meneses, Michael P. LaQuaglia, Todd E. Heaton, Justin T. Gerstle, Nicola Fabbri, Chelsey M. Burke, Irene M. Rodriquez-Sanchez, Christine A. Iacobuzio-Donahue, Julia L. Glade Bender, Ryan D. Roberts, Jason T. Yustein, Nino C. Rainusso, Brian D. Crompton, Elizabeth Stewart, Alejandro Sweet-Cordero, Leanne C. Sayles, Andrika D. Thomas, Michael H. Roehrl, Elisa de Stanchina, Elli Papaemmanuil, Andrew L. Kung. Development of a patient-derived xenograft (PDX) modeling program to enable pediatric precision medicine [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 704.
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Affiliation(s)
| | | | - Daoqi You
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nancy Bouvier
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | - Xinyi Wang
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | - Hongyan Li
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | - Teng Gao
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | | | | | - Shanita Li
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | | | | | | | | | | | | | | | - Nicola Fabbri
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | - Jason T. Yustein
- 3Texas Children’s Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX
| | - Nino C. Rainusso
- 3Texas Children’s Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX
| | - Brian D. Crompton
- 4Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA
| | | | | | - Leanne C. Sayles
- 6Benioff Children’s Hospital, University of California, San Francisco, San Francisco, CA
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Coutinho DF, Burke C, Mundi P, Ortiz MV, Vallance KL, Long M, Rosales N, Ibanez G, Marks LJ, Diolaiti D, Ndengu A, You D, Siddiquee A, Gaviria ES, Rainey AR, Califano A, Kung AL, Dela Cruz FS. Abstract 1810: Targeting of the nuclear export protein XPO1 represents a non-genetically encoded vulnerability in malignant rhabdoid and Wilms tumors. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1810] [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: Malignant rhabdoid (MRT) and Wilms tumor (WT) comprise more than 5% of all pediatric cancers. Despite intensive multimodality therapy, outcomes remain dismal for a subset of patients with aggressive or high-risk molecular features. Characteristic of most pediatric cancers, MRT and WT demonstrate relatively low frequencies of somatic mutations compared to adult tumors and generally lack therapeutically targetable genetic alterations. Hence, we applied a systems biology approach to identify and evaluate non-genetically encoded vulnerabilities in MRT and WT.
Methods: MetaVIPER analysis was performed to computationally infer protein activity from MRT and WT whole transcriptomic data available in the TARGET database. Expanded metaVIPER analysis of TARGET and TCGA cohorts demonstrated XPO1 as having consistently high inferred activity in MRT and WT. Functional in vitro studies using a selective inhibitor of XPO1, selinexor, were performed on a panel of MRT and WT cell lines to evaluate the effects of XPO1 inhibition on proliferation, cell cycle transition and apoptosis induction. In vivo validation of anti-tumor activity following XPO1 inhibition were performed in cell line-derived (CDX) and patient-derived xenograft (PDX) models of MRT and WT.
Results: MetaVIPER analysis identified consistent high inferred activity of XPO1 in MRT and WT compared to other tumor types. MRT and WT cell lines demonstrated in vitro sensitivity to selinexor treatment resulting in cell cycle arrest and apoptosis induction. Furthermore, protein expression analysis showed increased nuclear sequestration of tumor suppressors proteins following treatment with selinexor. In vivo treatment of panel of MRT and WT CDX and PDX models with selinexor and a next-generation XPO1 inhibitor, eltanexor, resulted in significant abrogation of tumor growth with associated decreases in inferred XPO1 activity. Pharmacodynamic analysis of treated PDX tumors show decreased levels of XPO1, RB1-pSer780, and increased p53, p27 and p21 protein levels. Based on promising preclinical data, we describe a case report of a child with relapsed and progressive Wilms tumor who experienced a sustained complete remission on maintenance selinexor therapy.
Conclusion: XPO1 represents a non-genetically encoded vulnerability in MRT and WT. Promising preclinical activity in MRT and WT models has provided the preclinical rationale for evaluation of XPO1 inhibition in an investigator-initiated clinical trial of Selinexor in pediatric MRT and WT.
Citation Format: Diego F. Coutinho, Chelsey Burke, Prabhjot Mundi, Michael V. Ortiz, Kelly L. Vallance, Matthew Long, Nestor Rosales, Glorymar Ibanez, Lianna J. Marks, Daniel Diolaiti, Andoyo Ndengu, Daoqi You, Armaan Siddiquee, Ervin S. Gaviria, Allison R. Rainey, Andrea Califano, Andrew L. Kung, Filemon S. Dela Cruz. Targeting of the nuclear export protein XPO1 represents a non-genetically encoded vulnerability in malignant rhabdoid and Wilms tumors [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 1810.
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Affiliation(s)
| | - Chelsey Burke
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | - Prabhjot Mundi
- 2Columbia University Irving Medical Center, New York, NY
| | | | | | - Matthew Long
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | - Andoyo Ndengu
- 1Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daoqi You
- 1Memorial Sloan Kettering Cancer Center, New York, NY
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Worley J, Ding H, Noh H, Paull E, Griffin AT, Grunn A, You D, Guillan K, Bush E, Dalerba P, Sims P, Dela Cruz FS, Kung AL, Califano A. Abstract 3165: Elucidation and pharmacological targeting of master regulator proteins representing mechanistic determinants of breast cancer stem-like tumor initiating cell state. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3165] [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
Although breast cancer Stem-Like Tumor Initiating Cells (SLTIC) represent only a minute fraction of the total tumor mass, they are resistant to standard of care treatment and play a key role in tumor initiation, maintenance, and progression. Unequivocal SLTIC isolation, using surface markers, has proven highly elusive, thus impeding characterization and targeting of their mechanistic dependencies. To address this challenge, we applied a systems biology approach to effectively characterize SLTIC biology and to prioritize drugs that can reprogram them to a more differentiated state that is sensitive to chemotherapy.
To isolate breast cancer cells enriched for SLTICs, we performed flow cytometry-based sorting of tumor cells from 7 metastatic breast cancer patients, based on the expression of Epcam and CD49F, which are established epithelial and SLTIC-enriched cell markers, respectively. Activity-based clustering of single cell RNASeq profiles using the VIPER (Alvarez et al. Nat Genet 2017) algorithm identified two cell states, comprising cells presenting high activity of either SLTIC (i.e., BMI1, NOTCH1, etc.) or differentiated, proliferative epithelial cell markers (i.e., PCNA, CCNB1, etc.). Analysis of RNASeq profiles of BT20 cells treated with ~400 FDA approved and late-stage experimental drugs identified albendazole as the drug inducing the most significant activity inversion of SLTIC Master Regulator proteins (Alvarez et al. Nat Genet 2018) (p=4.21x10-5). This was experimentally confirmed in vivo by single cell analysis of metastatic TNBC PDX models at 14 days after treatment with albendazole, paclitaxel (a drug known to kill differentiated but not SLTIC cells), and vehicle control. As expected, paclitaxel induced dramatic decrease of the differentiated vs. SLTIC cell ratio, while albendazole had the opposite effect, inducing equally dramatic increase in that ratio, as assessed by a combination of CytoTRACE and established SLTIC marker analysis. Sequential therapy, based on a 30-day treatment with albendazole with 3 rounds of paclitaxel at day 15, 22, and 30, repeated after a 15-day drug holiday produced highly synergistic tumor volume reduction, compared to individual monotherapies (p=0.00869 by Bliss independence analysis). Indeed, while albendazole had little effect compared to vehicle control, as monotherapy, it induced >50% additional tumor viability reduction when combined with paclitaxel. The approach is highly generalizable and can be used to identify potential combination therapy approaches for any tumor in which molecular distinct subpopulations co-exist with different drug sensitivities, thus offering a practical solution to addressing tumor heterogeneity.
Citation Format: Jeremy Worley, Hongxu Ding, Heeju Noh, Evan Paull, Aaron T. Griffin, Adina Grunn, Daoqi You, Kristina Guillan, Erin Bush, Piero Dalerba, Peter Sims, Filemon S. Dela Cruz, Andrew L. Kung, Andrea Califano. Elucidation and pharmacological targeting of master regulator proteins representing mechanistic determinants of breast cancer stem-like tumor initiating cell state [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 3165.
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Affiliation(s)
- Jeremy Worley
- 1Columbia University Irving Medical Center, New York, NY
| | | | - Heeju Noh
- 1Columbia University Irving Medical Center, New York, NY
| | - Evan Paull
- 1Columbia University Irving Medical Center, New York, NY
| | | | - Adina Grunn
- 1Columbia University Irving Medical Center, New York, NY
| | - Daoqi You
- 3Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Erin Bush
- 1Columbia University Irving Medical Center, New York, NY
| | - Piero Dalerba
- 1Columbia University Irving Medical Center, New York, NY
| | - Peter Sims
- 1Columbia University Irving Medical Center, New York, NY
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Slotkin EK, Mauguen A, Ortiz MV, Dela Cruz FS, O'Donohue T, Kinnaman MD, Meyers PA, Wexler LH, Rodriguez S, Avutu V, Kelly CM, D'Angelo SP, Keohan ML, Gounder MM, Nacev BA, Rosenbaum E, Dickson MA, Thornton KA, Glade Bender JL, Tap WD. A phase I/II study of prexasertib in combination with irinotecan in patients with relapsed/refractory desmoplastic small round cell tumor and rhabdomyosarcoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.11503] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11503 Background: Prexasertib (PRX) is an inhibitor of CHK1, prevents DNA repair leading to mitotic catastrophe, and can enhance the activity of DNA-damaging chemotherapy. Translocation driven sarcomas exhibit high levels of replication stress and have demonstrated susceptibility to CHK1 inhibition in preclinical models. Desmoplastic small round cell tumor (DSRCT) and rhabdomyosarcoma (RMS) are aggressive sarcomas of children, adolescents and young adults for which novel therapies are urgently required. Methods: We conducted a phase I/II trial of PRX with irinotecan (irino) in patients ≥ 12 months of age with relapsed or refractory DSRCT or RMS. Eligible patients could have any number of prior therapies, including irino. Dose level 1 was PRX 80 mg/m2 on day 1 + irino 20 mg/m2 for 10 days. Dose levels 2 and 2A were PRX 105 or 150 mg/m2 (>21 years or ≤ 21 years) on day 1 and irino 20 mg/m2 for 10 (level 2) or 5 (level 2A) days. All cycles were 21 days. The primary objectives were to determine the RP2D of PRX with irino, and to determine the best overall response rate (ORR) in 6 months at the RP2D (RECIST v1.1) in DSRCT, with 3 or more responses out of 16 considered promising. Results: 21 patients were enrolled (DSRCT: 19; 2 RMS:2). The RP2D was dose level 2A. Treatment was well tolerated with the most common adverse events being neutropenia (48%), nausea (48%), and fatigue (52%). Cytopenias were managed with the aid of growth factor support in all patients once the RP2D was established. The DSRCT expansion enrolled 13 of 16 planned patients due to discontinuation of PRX supply prior to study completion. Four patients remain on therapy at the time of this submission. Responses in DSRCT patients at all dose levels are shown in Table. Sixteen of 21 enrolled patients, and 5 of 6 patients achieving PR had previously received irino. The median (range) number of cycles was 7 (2-26). Both RMS patients treated at the RP2D experienced SD as best response. The estimated ORR at the RP2D was 23%, and lower boundary of the one-sided 90% confidence interval was 9%, exceeding the unpromising rate of 5%. The two-sided 90% confidence interval was 7 to 49%. In addition, 3 patients had a PR at doses lower than the RP2D, bringing the ORR for all dose levels (n = 19) to 32% (90%CI: 15 to 53%). Conclusions: The RP2D of PRX in combination with irino is PRX 105 or 150 mg/m2 (>21 years or ≤ 21 years) on day 1 and irino 20 mg/m2 for 5 days in 21 day cycles with myelosuppression successfully managed with growth factor support. The study met its primary objective to consider PRX + irino promising in DSRCT and should be further investigated. Clinical trial information: NCT04095221. [Table: see text]
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Mary Louise Keohan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mrinal M. Gounder
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
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Kinnaman MD, Zaccaria S, Makohon-Moore A, Gundem G, Arango Ossa JE, Bouvier N, Dela Cruz FS, Hameed M, Glade Bender JL, Tap WD, Meyers PA, Papaemmanuil E, Kung A, Iacobuzio-Donahue CA. Subclonal somatic copy number alterations emerge and dominate in recurrent osteosarcoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.11533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11533 Background: Multiple large-scale tumor genomic profiling efforts have been undertaken in osteosarcoma, however little is known about the spatial and temporal intratumor heterogeneity and how it may drive treatment resistance. Methods: We performed 30-80x whole genome sequencing (WGS) of 37 tumor samples from 8 patients with relapsed or refractory osteosarcoma. A set of high confidence single nucleotide variants (SNV), copy number alterations (CNA), structural variations (SV) were called for each sample using our pediatric expanded genomics pipeline and an evolutionary analysis was performed using a custom pipeline of computational tools. Results: Of the 8 patients in our cohort, 4 had localized disease at diagnosis (OSCE4, OSCE5, OSCE6, OSCE9) and 4 had metastatic disease at diagnosis (OSCE1, OSCE2, OSCE3, OSCE10). There were 17 samples from primary sites, 7 were pretreatment biopsies, 10 from on therapy primary resections. 20 samples came from metastatic sites, 15 of which were from lung metastases. Driver gene SNV’s were identified in 5 of 8 patients, including TP53 (OSCE1), ATRX (OSCE3, OSCE10), RB1 (OSCE4), and CDKN2A (OSCE9). No new driver SNV’s emerged post-therapy in any patient. HATCHet, an algorithm which infers clone specific copy number alterations, identified subclonal CNAs in all but one patient (OSCE2). In the 7 patients with subclonal CNAs, 6 had two copy number clones identified, and 1 patient (OSCE10) had three copy number clones identified. In 5 patients (OSCE1, OSCE4, OSCE5, OSCE6, OSCE10) there is a copy number clone that is subclonal in the primary tumor which emerges and dominates at subsequent relapses. The resistant clone in each of these cases had either MYC gain/amplification. Amplifications in CCNE1 (OSCE1), RAD21 (OSCE4, OSCE5, OSCE10), VEGFA (OSCE1, OSCE9), IGF1R (OSCE6) were also identified as potential drivers in the resistant copy number clones. In two of these patients (OSCE1, OSCE6), the treatment resistant subclone becomes the dominant copy number clone by the time of primary resection. SNV based phylogenies revealed monoclonal and polyclonal seeding of metastases and monophyletic and polyphyletic modes of dissemination. Over half the new mutations acquired in recurrent disease were attributed to HRD or cisplatin mutational signatures. Conclusions: Subclonal copy number clones emerge and dominate in relapsed osteosarcoma, with MYC gain/amplification a defining characteristic in our cohort. Selective pressure from neoadjuvant chemotherapy reveals this clone at the time of primary resection, implying genomic profiling at this timepoint may be more reflective of its metastatic potential. [Table: see text]
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Affiliation(s)
| | | | | | - Gunes Gundem
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Nancy Bouvier
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Meera Hameed
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | - Andrew Kung
- Memorial Sloan Kettering Cancer Center, New York, NY
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O'Donohue TJ, Ibáñez G, Coutinho DF, Mauguen A, Siddiquee A, Rosales N, Calder P, Ndengu A, You D, Long M, Roberts SS, Kung AL, Dela Cruz FS. Translational Strategies for Repotrectinib in Neuroblastoma. Mol Cancer Ther 2021; 20:2189-2197. [PMID: 34482287 DOI: 10.1158/1535-7163.mct-21-0126] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 07/06/2021] [Accepted: 08/26/2021] [Indexed: 11/16/2022]
Abstract
Limited clinical data are available regarding the utility of multikinase inhibition in neuroblastoma. Repotrectinib (TPX-0005) is a multikinase inhibitor that targets ALK, TRK, JAK2/STAT, and Src/FAK, which have all been implicated in the pathogenesis of neuroblastoma. We evaluated the preclinical activity of repotrectinib monotherapy and in combination with chemotherapy as a potential therapeutic approach for relapsed/refractory neuroblastoma. In vitro sensitivity to repotrectinib, ensartinib, and cytotoxic chemotherapy was evaluated in neuroblastoma cell lines. In vivo antitumor effect of repotrectinib monotherapy, and in combination with chemotherapy, was evaluated using a genotypically diverse cohort of patient-derived xenograft (PDX) models of neuroblastoma. Repotrectinib had comparable cytotoxic activity across cell lines irrespective of ALK mutational status. Combination with chemotherapy demonstrated increased antiproliferative activity across several cell lines. Repotrectinib monotherapy had notable antitumor activity and prolonged event-free survival compared with vehicle and ensartinib in PDX models (P < 0.05). Repotrectinib plus chemotherapy was superior to chemotherapy alone in ALK-mutant and ALK wild-type PDX models. These results demonstrate that repotrectinib has antitumor activity in genotypically diverse neuroblastoma models, and that combination of a multikinase inhibitor with chemotherapy may be a promising treatment paradigm for translation to the clinic.
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Affiliation(s)
- Tara J O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Glorymar Ibáñez
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Armaan Siddiquee
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nestor Rosales
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Paul Calder
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andoyo Ndengu
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Matthew Long
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Stephen S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
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Adane B, Alexe G, Seong BKA, Lu D, Hwang EE, Hnisz D, Lareau CA, Ross L, Lin S, Dela Cruz FS, Richardson M, Weintraub AS, Wang S, Iniguez AB, Dharia NV, Conway AS, Robichaud AL, Tanenbaum B, Krill-Burger JM, Vazquez F, Schenone M, Berman JN, Kung AL, Carr SA, Aryee MJ, Young RA, Crompton BD, Stegmaier K. STAG2 loss rewires oncogenic and developmental programs to promote metastasis in Ewing sarcoma. Cancer Cell 2021; 39:827-844.e10. [PMID: 34129824 PMCID: PMC8378827 DOI: 10.1016/j.ccell.2021.05.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 01/28/2021] [Accepted: 05/13/2021] [Indexed: 02/08/2023]
Abstract
The core cohesin subunit STAG2 is recurrently mutated in Ewing sarcoma but its biological role is less clear. Here, we demonstrate that cohesin complexes containing STAG2 occupy enhancer and polycomb repressive complex (PRC2)-marked regulatory regions. Genetic suppression of STAG2 leads to a compensatory increase in cohesin-STAG1 complexes, but not in enhancer-rich regions, and results in reprogramming of cis-chromatin interactions. Strikingly, in STAG2 knockout cells the oncogenic genetic program driven by the fusion transcription factor EWS/FLI1 was highly perturbed, in part due to altered enhancer-promoter contacts. Moreover, loss of STAG2 also disrupted PRC2-mediated regulation of gene expression. Combined, these transcriptional changes converged to modulate EWS/FLI1, migratory, and neurodevelopmental programs. Finally, consistent with clinical observations, functional studies revealed that loss of STAG2 enhances the metastatic potential of Ewing sarcoma xenografts. Our findings demonstrate that STAG2 mutations can alter chromatin architecture and transcriptional programs to promote an aggressive cancer phenotype.
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Affiliation(s)
- Biniam Adane
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabriela Alexe
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Bioinformatics Graduate Program, Boston University, Boston, MA, USA
| | - Bo Kyung A Seong
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Diana Lu
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Elizabeth E Hwang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Denes Hnisz
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Caleb A Lareau
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Linda Ross
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Shan Lin
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Abraham S Weintraub
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Sarah Wang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | - Neekesh V Dharia
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy Saur Conway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Amanda L Robichaud
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | | | | | | | - Jason N Berman
- Department of Pediatrics and Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada; Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Martin J Aryee
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brian D Crompton
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Shukla N, Levine M, Gundem G, Spitzer B, Gutierrez-Abril J, Bouvier N, Arango Ossa JE, Medina-Martinez J, Stockfisch E, O'Donohue T, Zehir A, Viale A, Modak S, Dela Cruz FS, Slotkin EK, Karajannis MA, Glade Bender JL, Walsh MF, Kung A, Papaemmanuil E. Feasibility and clinical utility of cancer whole genome and transcriptome sequencing for pediatric and young adult solid tumors. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3063 Background: Next generation sequencing (NGS) assays have accelerated the identification of mutations and potential matched targeted therapies for patients with cancer. However, a significant proportion of patients do not derive clinical benefit from targeted panel sequencing approaches. Cancer whole genome and transcriptome sequencing (cWGTS) offers the opportunity to fully characterize tumors, but are challenged by significant cost and computational resource requirements, concerns of assay sensitivity, and the need to deliver curated results within clinically relevant time frames. We performed a prospective study to evaluate the feasibility and utility of cWGTS in pediatric and young adults with solid tumors. Methods: We developed an automated analytical workflow (Isabl) for the QC and processing of cWGTS data to include ensembl variant calling for germline and somatic substitutions, indels, and structural variants; fusion genes; gene expression; and mutation signatures. Treatment biomarkers were annotated using OncoKB with generation of a clinical prototype report. We tested the feasibility of cWGTS implementation, evaluated its analytical validity compared to standard diagnostic assays, and characterized the clinical utility of incremental findings in a prospective study of children and young adults treated at Memorial Sloan Kettering Cancer Center. Results: A total of 114 patients were enrolled. Standard NGS assays (MSK-IMPACT, MSK-Fusion) identified clinically relevant biomarkers in 22% of cases. The cWGTS process was completed, from sample acquisition to summary report, in less than 12 days. Comparison against clinically reported NGS results demonstrated high precision and recall for reported mutations (98.8%) with high concordance across variant allele representations (r2> 0.73). cWGTS identified additional oncogenic mutations not captured by targeted sequencing in 49% of patients. Furthermore, incremental findings, beyond those identified by NGS assays, of direct clinical relevance (diagnostic, prognostic, therapy guiding) were identified in 26% of patients. Importantly, < 5% of the incremental findings would have been captured by whole exome or transcriptome sequencing alone. Of possible therapeutic relevance, cWGTS analyses revealed a significantly higher tumor mutation burden than previously reported (range: 0 - 11.23). Conclusions: We demonstrate feasibility, analytical validity and clinical utility of cWGTS approaches in pediatric and young adult cancer patients, with nearly half of all patients having incremental findings that were not captured by standard targeted NGS approaches.
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Affiliation(s)
- Neerav Shukla
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Max Levine
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gunes Gundem
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Nancy Bouvier
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | - Ahmet Zehir
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Agnes Viale
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Shakeel Modak
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | - Andrew Kung
- Memorial Sloan Kettering Cancer Center, New York, NY
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Ortiz MV, Siddiquee A, You D, Mundi PS, Marks L, Guillan K, Diolaiti D, Aburi M, Califano A, Dela Cruz FS, Kung A. Preclinical evaluation of XPO1 inhibition in Wilms tumors. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.3580] [Citation(s) in RCA: 1] [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
3580 Background: XPO1 is a nuclear export protein that selectively transports tumor and growth regulatory proteins out of the nucleus, thereby effectively inhibiting their function. We previously utilized the Virtual Inference of Protein-activity by Enriched Regulon analysis (VIPER) algorithm to discover that malignant rhabdoid tumors were dependent upon XPO1 inhibition and then evaluated a preclinical cohort using selinexor (KPT-330), the first-in-class selective inhibitor of nuclear export, to demonstrate that XPO1 inhibition was sufficient to cause cell cycle arrest, apoptosis, and disease control in multiple cell line and patient derived xenograft (PDXs) models. Our subsequent analysis revealed that the most common childhood kidney tumor, Wilms tumor, has even high higher inferred activity of XPO1 than rhabdoid tumors leading to our hypothesis that XPO1 inhibition is an effective therapeutic strategy to treat Wilms tumors. Methods: A panel of 9 Wilms tumor cell lines and 3 Wilms tumor PDXs were genomically characterized and tested to evaluate the pre-clinical efficacy of XPO1 inhibition in Wilms tumors. Results: Proliferation rate, increased XPO1 protein expression, and loss of function mutations in TP53 correlated with in vitro Wilms tumor cell line sensitivity to selinexor. Evaluation of co-segregation of all single nucleotide variant changes using with inferred activity of XPO1 on VIPER in all TGCA tumors demonstrates a strong association with TP53 alterations. XPO1 inhibition was effective in all Wilms tumor models tested, most significantly in MSKREN-57196, a favorable histology Wilms tumor PDX with somatic 1q gain as well as WTX and MYCN mutations, as well as in MSKREN-31827, a diffusely anaplastic TP53 mutant Wilms tumor PDX. Eltanexor (KPT-8602) is an XPO1 inhibitor with decreased CNS penetration and an improved toxicity profile; this drug was tested in these in vivo models and found to be at least as effective as selinexor. Conclusions: Somatic 1q gain in favorable histology Wilms tumors and TP53 mutations in diffusely anaplastic Wilms tumors have a particularly poor prognosis in the relapsed setting. Our study demonstrates that XPO1 inhibition may provide a rational therapeutic option to treat such high-risk Wilms tumors. Future clinical trials evaluating XPO1 inhibitors should evaluate its efficacy in children with relapsed Wilms tumors.
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Affiliation(s)
| | | | - Daoqi You
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | | | | | | | | | | | - Andrew Kung
- Memorial Sloan Kettering Cancer Center, New York, NY
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Dela Cruz FS, Fox E, Muscal JA, Kirov I, Geller JI, DuBois SG, Kim A, Croop J, Laetsch TW, Minard CG, Liu X, Weigel B, Okpara CE, Huang J, Dutta L, Aluri J, Glade Bender JL. A phase I/II study of lenvatinib (LEN) plus everolimus (EVE) in recurrent and refractory pediatric solid tumors, including CNS tumors. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.10527] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
10527 Background: Proangiogenic signaling pathways cooperate with mTOR-mediated regulation of cell growth and maintenance to drive development of many pediatric cancers. We report results of the phase 1 dose escalation for LEN + EVE in pediatric patients (pts) with recurrent solid and CNS tumors conducted by Children’s Oncology Group. Methods: Dose escalation was conducted using a rolling-6 design. Pts received LEN + EVE orally once daily in continuous 28-day cycles. Dose determination was based on toxicity (CTCAE v4.03) during cycle 1. Pharmacokinetics (PK) of plasma LEN and EVE were monitored. Results: 17 pts were enrolled (9 male; 8 female). Median (range) age was 10 (3–21) years; 8 pts had CNS tumors. 17 were evaluable for dose-limiting toxicity (DLT). Enrollment started at dose level 1 (DL 1; LEN 11 mg/m2 + EVE 3 mg/m2) and, after treatment of 3 pts, was initially de-escalated to DL –1 (LEN 8 mg/m2 + EVE 3 mg/m2) due to DLT of proteinuria in 1 pt and self-resolving headache in another who, on review, did not meet the definition of DLT. No pts enrolled at DL –1 (n = 5) experienced DLT. Overall, DLTs were observed in 2 of the first 6 patients enrolled at DL 1: the initial pt with proteinuria and 1 more pt with hypertriglyceridemia and hypercholesteremia. Because 2 pts had reversible DLT of different categories not related to Cmax or AUC, the DL 1 cohort was expanded to enroll an additional 6 pts, none of whom had DLT. Thus, 2/12 pts experienced DLT at DL 1. Overall, most common treatment-emergent adverse events (TEAEs; ≥ 50% of pts) were diarrhea, hypertension, hypertriglyceridemia, vomiting, abdominal pain, headache, and hypothyroidism. 47% of pts had ≥ 1 treatment-related TEAE grade ≥ 3; the most frequent was proteinuria (n = 2). On cycle 1 day 15, mean (SD) Cmax (ng/mL) for LEN at DL –1 and DL 1, respectively, was 314 (150) and 359 (270), and mean (SD) AUC0-8h (hr•ng/mL) for LEN was 1570 (935) and 1780 (1100). Taking all toxicities and PK into account, no further dose escalation was recommended. Best overall response in pts with measurable disease was 2/11 stable disease, 7/11 progressive disease, and 2/11 not evaluable. Conclusions: The recommended phase 2 dose of LEN + EVE in children with solid and CNS tumors was LEN 11 mg/m2 + EVE 3 mg/m2, with maximum daily doses capped at 18 mg and 5 mg, respectively. The toxicity profile was no more than additive to single-agent therapy. PK exposure was comparable with children on single-agent LEN and to adults receiving LEN + EVE. Enrollment to the phase 2 portion (Ewing sarcoma, high-grade glioma, and rhabdomyosarcoma strata) is ongoing. Clinical trial information: NCT03245151.
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Affiliation(s)
| | | | | | | | - James I. Geller
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Steven G. DuBois
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center and Harvard Medical School, Boston, MA
| | - AeRang Kim
- Children's National Hospital, Washington, DC
| | - James Croop
- Indiana University School of Medicine, Indianapolis, IN
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21
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Bishop MW, Kaste SC, Sykes A, Pan H, Dela Cruz FS, Whittle S, Mascarenhas L, Thomas PG, Youngblood B, Harman JL, Wang LL, Meyers PA, Pappo AS. OSTPDL1: A phase II study of avelumab, a monoclonal antibody targeting programmed death-ligand 1 (PD-L1) in adolescent and young adult patients with recurrent or progressive osteosarcoma. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.10521] [Citation(s) in RCA: 1] [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
10521 Background: Outcomes for recurrent osteosarcoma are poor and novel therapies are needed. Osteosarcoma has a high mutational burden with overexpression of PD-L1 in metastatic lesions, providing a rationale for testing immune checkpoint inhibitors in this population. We therefore evaluated the activity of the PD-L1 inhibitor avelumab in patients with recurrent or progressive osteosarcoma. Methods: We conducted a single-arm, open-label phase 2 trial at 4 collaborating institutions. Eligible subjects were ages 12 to ≤50 years with recurrent or progressive osteosarcoma and radiographic evidence of measurable disease. Subjects received avelumab 10 mg/kg intravenously every 2 weeks of 28-day cycles until disease progression or unacceptable toxicity. Primary endpoints were objective response rate (CR + PR according to RECIST v.1.1), and progression-free survival (PFS) at 16 weeks. Kaplan-Meier methods were used to estimate PFS. Secondary endpoints included toxicity. Correlative objectives included measurement of subsets of peripheral blood mononuclear cells and serum markers of immune activation, and measures of cell proliferation, co-inhibitory receptor expression on CD8 T cells, T cell repertoire, and epigenetic programming of T cells. Results: Between February 2017 and October 2019, 18 eligible subjects [67% male, median age 16.8 years (12.8-22.9)] were enrolled. Subjects had received median 3 prior systemic therapies (range 1-5). Sites of disease included lung/pleura (94%), bone (56%), and soft tissue (28%). Subjects received a median of 2 cycles (range 1-4) of avelumab. Median PFS was 8 weeks (95% CI 6.7-9.1). No objective responses occurred (17 with progressive disease), and the 16-week PFS was 0%. The most common adverse events (AEs) were alanine aminotransferase (ALT) elevation (17%), aspartate aminotransferase (AST) elevation, dyspnea, hyponatremia, and pain (each 11%). Treatment-related serious AEs (≥Grade 3) included dyspnea (n = 2), ALT/ALT elevation, hyponatremia, pericardial effusion and anemia (n = 1). Immune-related AEs included pneumonitis, Hashimoto thyroiditis, and pericardial effusion (all n = 1). One patient discontinued therapy after 1 dose due to grade 4 ischemic stroke, unrelated to avelumab. One death occurred on study due to rapid disease progression. Conclusions: Avelumab did not demonstrate activity in recurrent osteosarcoma. Correlative biology studies are ongoing to elucidate mechanisms of resistance to this therapy. Clinical trial information: NCT03006848.
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Affiliation(s)
| | - Sue C. Kaste
- St. Jude Children's Research Hospital, Memphis, TN
| | - April Sykes
- St Jude Children's Research Hospital, Memphis, TN
| | - Haitao Pan
- St. Jude Children's Research Hospital, Memphis, TN
| | | | | | - Leo Mascarenhas
- Children's Hospital Los Angeles, University of Southern California, Keck School of Medicine, Los Angeles, CA
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22
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Slotkin EK, Diolaiti D, Shukla NN, Dela Cruz FS, Clark JJ, Gundem G, Yellapantula VD, Levine MF, You D, Ma P, Pachhal S, Ibanez Sanchez G, Benayed R, Jungbluth AA, Smyth LM, Mauguen A, Gushterova I, Ding H, Spraggon L, Darnell R, Califano A, Ladanyi M, Papaemmanuil E, Kung AL, Hyman DM, Roberts SS. Patient-Driven Discovery, Therapeutic Targeting, and Post-Clinical Validation of a Novel AKT1 Fusion-Driven Cancer. Cancer Discov 2019; 9:605-616. [PMID: 30877085 DOI: 10.1158/2159-8290.cd-18-0953] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/18/2019] [Accepted: 03/12/2019] [Indexed: 11/16/2022]
Abstract
Despite the important role of the PI3K/AKT/mTOR axis in the pathogenesis of cancer, to date there have been few functional oncogenic fusions identified involving the AKT genes. A 12-year-old female with a histopathologically indeterminate epithelioid neoplasm was found to harbor a novel fusion between the LAMTOR1 and AKT1 genes. Through expanded use access, she became the first pediatric patient to be treated with the oral ATP-competitive pan-AKT inhibitor ipatasertib. Treatment resulted in dramatic tumor regression, demonstrating through patient-driven discovery that the fusion resulted in activation of AKT1, was an oncogenic driver, and could be therapeutically targeted with clinical benefit. Post-clinical validation using patient-derived model systems corroborated these findings, confirmed a membrane-bound and constitutively active fusion protein, and identified potential mechanisms of resistance to single-agent treatment with ipatasertib. SIGNIFICANCE: This study describes the patient-driven discovery of the first AKT1 fusion-driven cancer and its treatment with the AKT inhibitor ipatasertib. Patient-derived in vitro and in vivo model systems are used to confirm the LAMTOR1-AKT1 fusion as a tumorigenic driver and identify potential mechanisms of resistance to AKT inhibition.This article is highlighted in the In This Issue feature, p. 565.
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Affiliation(s)
- Emily K Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Neerav N Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Gunes Gundem
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Venkata D Yellapantula
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Max F Levine
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daoqi You
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Peilin Ma
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sagarika Pachhal
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Achim A Jungbluth
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lillian M Smyth
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Hongxu Ding
- Columbia University Medical Center, New York, New York
| | | | | | | | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David M Hyman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Stephen S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
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23
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Diolaiti D, Dela Cruz FS, Gundem G, Bouvier N, Boulad M, Zhang Y, Chou AJ, Dunkel IJ, Sanghvi R, Shah M, Geiger H, Rahman S, Felice V, Wrzeszczynski KO, Darnell RB, Antonescu CR, French CA, Papaemmanuil E, Kung AL, Shukla N. A recurrent novel MGA-NUTM1 fusion identifies a new subtype of high-grade spindle cell sarcoma. Cold Spring Harb Mol Case Stud 2018; 4:a003194. [PMID: 30552129 PMCID: PMC6318763 DOI: 10.1101/mcs.a003194] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [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: 05/21/2018] [Accepted: 07/26/2018] [Indexed: 02/07/2023] Open
Abstract
NUTM1-rearranged tumors are defined by the presence of a gene fusion between NUTM1 and various gene partners and typically follow a clinically aggressive disease course with poor outcomes despite conventional multimodality therapy. NUTM1-rearranged tumors display histologic features of a poorly differentiated carcinoma with areas of focal squamous differentiation and typically express the BRD4-NUTM1 fusion gene defining a distinct clinicopathologic entity-NUT carcinoma (NC). NCs with mesenchymal differentiation have rarely been described in the literature. In this report, we describe the characterization of two cases of high-grade spindle cell sarcoma harboring a novel MGA-NUTM1 fusion. Whole-genome sequencing identified the presence of complex rearrangements resulting in a MGA-NUTM1 fusion gene in the absence of other significant somatic mutations. Genetic rearrangement was confirmed by fluorescence in situ hybridization, and expression of the fusion gene product was confirmed by transcriptomic analysis. The fusion protein was predicted to retain nearly the entire protein sequence of both MGA (exons 1-22) and NUTM1 (exons 3-8). Histopathologically, both cases were high-grade spindle cell sarcomas without specific differentiation markers. In contrast to typical cases of NC, these cases were successfully treated with aggressive local control measures (surgery and radiation) and both patients remain alive without disease. These cases describe a new subtype of NUTM1-rearranged tumors warranting expansion of diagnostic testing to evaluate for the presence of MGA-NUTM1 or alternative NUTM1 gene fusions in the diagnostic workup of high-grade spindle cell sarcomas or small round blue cell tumors of ambiguous lineage.
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Affiliation(s)
- Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Gunes Gundem
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Nancy Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Mathieu Boulad
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Yanming Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Alexander J Chou
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Ira J Dunkel
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, New York 10065, USA
| | | | - Minita Shah
- New York Genome Center, New York, New York 10013, USA
| | | | - Sadia Rahman
- New York Genome Center, New York, New York 10013, USA
| | | | | | | | - Cristina R Antonescu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christopher A French
- Department of Pathology, Brigham and Women's Hospital/Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Neerav Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
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24
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Alvarez MJ, Subramaniam PS, Tang LH, Grunn A, Aburi M, Rieckhof G, Komissarova EV, Hagan EA, Bodei L, Clemons PA, Dela Cruz FS, Dhall D, Diolaiti D, Fraker DA, Ghavami A, Kaemmerer D, Karan C, Kidd M, Kim KM, Kim HC, Kunju LP, Langel Ü, Li Z, Lee J, Li H, LiVolsi V, Pfragner R, Rainey AR, Realubit RB, Remotti H, Regberg J, Roses R, Rustgi A, Sepulveda AR, Serra S, Shi C, Yuan X, Barberis M, Bergamaschi R, Chinnaiyan AM, Detre T, Ezzat S, Frilling A, Hommann M, Jaeger D, Kim MK, Knudsen BS, Kung AL, Leahy E, Metz DC, Milsom JW, Park YS, Reidy-Lagunes D, Schreiber S, Washington K, Wiedenmann B, Modlin I, Califano A. A precision oncology approach to the pharmacological targeting of mechanistic dependencies in neuroendocrine tumors. Nat Genet 2018; 50:979-989. [PMID: 29915428 PMCID: PMC6421579 DOI: 10.1038/s41588-018-0138-4] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 04/06/2018] [Indexed: 12/30/2022]
Abstract
We introduce and validate a new precision oncology framework for the systematic prioritization of drugs targeting mechanistic tumor dependencies in individual patients. Compounds are prioritized on the basis of their ability to invert the concerted activity of master regulator proteins that mechanistically regulate tumor cell state, as assessed from systematic drug perturbation assays. We validated the approach on a cohort of 212 gastroenteropancreatic neuroendocrine tumors (GEP-NETs), a rare malignancy originating in the pancreas and gastrointestinal tract. The analysis identified several master regulator proteins, including key regulators of neuroendocrine lineage progenitor state and immunoevasion, whose role as critical tumor dependencies was experimentally confirmed. Transcriptome analysis of GEP-NET-derived cells, perturbed with a library of 107 compounds, identified the HDAC class I inhibitor entinostat as a potent inhibitor of master regulator activity for 42% of metastatic GEP-NET patients, abrogating tumor growth in vivo. This approach may thus complement current efforts in precision oncology.
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Affiliation(s)
- Mariano J Alvarez
- Department of Systems Biology, Columbia University, New York, NY, USA
- DarwinHealth Inc, New York, NY, USA
| | | | - Laura H Tang
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Adina Grunn
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Mahalaxmi Aburi
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Gabrielle Rieckhof
- Institute for Systems Genetics, New York University Langone Medical Center, New York, NY, USA
| | | | | | - Lisa Bodei
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Division of Pathology, European Institute of Oncology, Milan, Italy
| | | | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Deepti Dhall
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Douglas A Fraker
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Daniel Kaemmerer
- Department of General and Visceral Surgery, Zentralklinik, Bad Berka, Germany
| | - Charles Karan
- Sulzberger Columbia Genome Center, Columbia University, New York, NY, USA
| | - Mark Kidd
- Wren Laboratories, Branford, CT, USA
| | - Kyoung M Kim
- Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hee C Kim
- Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Lakshmi P Kunju
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Ülo Langel
- Department of Neurochemistry, the Arrhenius Laboratories for Nat. Sci., Stockholm University, Stockholm, Sweden
- Laboratory of Molecular Biotechnology, Institute of Technology, University of Tartu, Tartu, Estonia
| | - Zhong Li
- Falconwood Foundation, New York, NY, USA
| | - Jeeyun Lee
- Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hai Li
- Sulzberger Columbia Genome Center, Columbia University, New York, NY, USA
| | - Virginia LiVolsi
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Roswitha Pfragner
- Institute of Pathophysiology and Immunology, Medical University of Graz, Graz, Austria
| | - Allison R Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ronald B Realubit
- Sulzberger Columbia Genome Center, Columbia University, New York, NY, USA
| | - Helen Remotti
- Department of Pathology, Columbia University, New York, NY, USA
| | - Jakob Regberg
- Department of Neurochemistry, the Arrhenius Laboratories for Nat. Sci., Stockholm University, Stockholm, Sweden
| | - Robert Roses
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anil Rustgi
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Stefano Serra
- Department of Pathology, University Health Network, University of Toronto, Toronto, Canada
| | - Chanjuan Shi
- Department of Pathology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Xiaopu Yuan
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Massimo Barberis
- Division of Pathology, European Institute of Oncology, Milan, Italy
| | - Roberto Bergamaschi
- Division of Colon and Rectal Surgery, State University of New York, Stony Brook, NY, USA
| | - Arul M Chinnaiyan
- Michigan Center for Translational Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI, USA
- Comprehensive Cancer Center, University of Michigan Medical School, Ann Arbor, MI, USA
- Howard Hughes Medical Institute, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Urology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Tony Detre
- Falconwood Foundation, New York, NY, USA
| | - Shereen Ezzat
- Department of Pathology, University Health Network, University of Toronto, Toronto, Canada
| | | | - Merten Hommann
- Department of General and Visceral Surgery, Zentralklinik, Bad Berka, Germany
| | - Dirk Jaeger
- Medical Oncology, National Center for Tumor Diseases Heidelberg, University Medical Center Heidelberg, Heidelberg, Germany
| | | | | | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - David C Metz
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeffrey W Milsom
- Department of Surgery, New York-Presbyterian Hospital, Weill Cornell Medicine, New York, NY, USA
| | - Young S Park
- Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | | | - Stuart Schreiber
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Kay Washington
- Department of Pathology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bertram Wiedenmann
- Department of Internal Medicine, Division of Gastroenterology, Charite, Universitätsmedizin Berlin, Berlin, Germany
| | - Irvin Modlin
- Emeritus Professor Gastrointestinal Surgery, School of Medicine, Yale University, New Haven, Connecticut, USA.
| | - Andrea Califano
- Department of Systems Biology, Columbia University, New York, NY, USA.
- Department of Biomedical Informatics, Columbia University, New York, NY, USA.
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY, USA.
- J.P. Sulzberger Columbia Genome Center, Columbia University, New York, NY, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA.
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25
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Church AJ, Calicchio ML, Nardi V, Skalova A, Pinto A, Dillon DA, Gomez-Fernandez CR, Manoj N, Haimes JD, Stahl JA, Dela Cruz FS, Tannenbaum-Dvir S, Glade-Bender JL, Kung AL, DuBois SG, Kozakewich HP, Janeway KA, Perez-Atayde AR, Harris MH. Recurrent EML4-NTRK3 fusions in infantile fibrosarcoma and congenital mesoblastic nephroma suggest a revised testing strategy. Mod Pathol 2018; 31:463-473. [PMID: 29099503 DOI: 10.1038/modpathol.2017.127] [Citation(s) in RCA: 99] [Impact Index Per Article: 16.5] [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: 06/06/2017] [Revised: 08/13/2017] [Accepted: 08/17/2017] [Indexed: 11/09/2022]
Abstract
Infantile fibrosarcoma and congenital mesoblastic nephroma are tumors of infancy traditionally associated with the ETV6-NTRK3 gene fusion. However, a number of case reports have identified variant fusions in these tumors. In order to assess the frequency of variant NTRK3 fusions, and in particular whether the recently identified EML4-NTRK3 fusion is recurrent, 63 archival cases of infantile fibrosarcoma, congenital mesoblastic nephroma, mammary analog secretory carcinoma and secretory breast carcinoma (tumor types that are known to carry recurrent ETV6-NTRK3 fusions) were tested with NTRK3 break-apart FISH, EML4-NTRK3 dual fusion FISH, and targeted RNA sequencing. The EML4-NTRK3 fusion was identified in two cases of infantile fibrosarcoma (one of which was previously described), and in one case of congenital mesoblastic nephroma, demonstrating that the EML4-NTRK3 fusion is a recurrent genetic event in these related tumors. The growing spectrum of gene fusions associated with infantile fibrosarcoma and congenital mesoblastic nephroma along with the recent availability of targeted therapies directed toward inhibition of NTRK signaling argue for alternate testing strategies beyond ETV6 break-apart FISH. The use of either NTRK3 FISH or next-generation sequencing will expand the number of cases in which an oncogenic fusion is identified and facilitate optimal diagnosis and treatment for patients.
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MESH Headings
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Breast Neoplasms/genetics
- Carcinoma/genetics
- Cell Cycle Proteins/genetics
- Child, Preschool
- Discoidin Domain Receptor 2/genetics
- Female
- Fibrosarcoma/diagnosis
- Fibrosarcoma/genetics
- Genetic Testing
- Humans
- In Situ Hybridization, Fluorescence
- Infant
- Infant, Newborn
- Kidney Neoplasms/congenital
- Kidney Neoplasms/diagnosis
- Kidney Neoplasms/genetics
- Male
- Microtubule-Associated Proteins/genetics
- Middle Aged
- Neoplasm Recurrence, Local/genetics
- Nephroma, Mesoblastic/congenital
- Nephroma, Mesoblastic/diagnosis
- Nephroma, Mesoblastic/genetics
- Oncogene Proteins, Fusion/genetics
- Proto-Oncogene Proteins c-ets/genetics
- Repressor Proteins/genetics
- Sequence Analysis, RNA
- Serine Endopeptidases/genetics
- ETS Translocation Variant 6 Protein
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Affiliation(s)
- Alanna J Church
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Valentina Nardi
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alena Skalova
- Department of Pathology, Charles University, Faculty of Medicine in Plzen, Plzen, Czech Republic
| | - Andre Pinto
- Department of Pathology, University of Miami, Miami, FL, USA
| | - Deborah A Dillon
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | | | | | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Institute, New York, NY, USA
| | - Sarah Tannenbaum-Dvir
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Columbia University Medical Center, New York, NY, USA
| | - Julia L Glade-Bender
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Columbia University Medical Center, New York, NY, USA
| | | | - Steven G DuBois
- Department of Pediatric Hematology/Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center and Harvard Medical School, Boston, MA, USA
| | - Harry P Kozakewich
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | - Katherine A Janeway
- Department of Pediatric Hematology/Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center and Harvard Medical School, Boston, MA, USA
| | - Antonio R Perez-Atayde
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | - Marian H Harris
- Department of Pathology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
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Wang Y, Huang H, Diolaiti D, Martin MS, Modzelewski B, Marks LJ, Rainey AR, Gaviria ES, Sulis ML, Cruz FSD, Ferrando AA, Kung AL. Abstract 1128: Identification of arginine methyltransferase PRMT5 as a novel therapeutic target in T-cell acute lymphoblastic leukemia. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1128] [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
Advances in risk-adapted cytotoxic chemotherapy, hematopoietic stem cell transplantation and supportive care have contributed to significant improvements in the survival of patients with acute lymphoid leukemia (ALL) and acute myeloid leukemia (AML) over the past few decades. However, despite such progress, a significant percentage of both adult and pediatric leukemia patients become refractory to therapy or relapse and eventually die of disease. Hence, there remains an urgent need for the development of effective and targeted therapies for acute leukemia. Recent genetic profiling of solid and hematologic malignancies has identified epigenetic factors as a critical group of genes recurrently mutated in cancer. Additionally, epigenetic dysregulation has been shown to play an important role in the development, progression and maintenance of leukemia. Therefore, pharmacological inhibition of epigenetic factors represents a potential avenue for the development of novel epigenetic-targeted therapies.
In order to identify epigenetic vulnerabilities in leukemia, we developed an epigenetic-focused shRNA screen to search for novel therapeutic targets in human leukemia cell lines both in vitro and in vivo. Specifically, T- and B-ALL cell lines were transduced with a library of shRNAs targeting 449 genes including epigenetic readers, writers and erasers and other chromatin-related factors. Selected cells were subsequently cultured in vitro and concurrently injected into mice. Engraftment of inoculated cells and disease progression were monitored through bioluminescence imaging. Amongst the universe of epigenetic regulatory proteins, the arginine methyl transferase, PRMT5, emerged as the most significantly depleted factor in both in vitro and in vivo screenings.
Chemical inhibition of PRMT5 enzymatic activity effectively reduced protein symmetric dimethyl arginine methylation, altered splicing, inhibited cell growth and promoted apoptosis of both ALL and AML cell lines in vitro. In addition, inhibition of PRMT5 in vivo using patient-derived xenograft (PDX) T-ALL mouse models demonstrated diminished tumor growth and prolonged survival. Notably,
quantification of peripheral blood cell numbers showed that pharmacologic PRMT5 inhibition was well tolerated and did not affect normal hematopoiesis in mice suggesting that a therapeutic window exists for anticancer drugs targeting PRMT5 in acute leukemia. Overall, our data indicates that pre-mRNA processing and in particular RNA splicing modulation may represent novel therapeutic targets in leukemia.
Note: This abstract was not presented at the meeting.
Citation Format: Yunyue Wang, Hui Huang, Daniel Diolaiti, Marta Sanchez Martin, Beata Modzelewski, Lianna J. Marks, Allison R. Rainey, Ervin S. Gaviria, Maria L. Sulis, Filemon S. Dela Cruz, Adolfo A. Ferrando, Andrew L. Kung. Identification of arginine methyltransferase PRMT5 as a novel therapeutic target in T-cell acute lymphoblastic leukemia [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1128. doi:10.1158/1538-7445.AM2017-1128
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Giulino-Roth L, van Besien HJ, Dalton T, Totonchy JE, Rodina A, Taldone T, Bolaender A, Erdjument-Bromage H, Sadek J, Chadburn A, Barth MJ, Dela Cruz FS, Rainey A, Kung AL, Chiosis G, Cesarman E. Inhibition of Hsp90 Suppresses PI3K/AKT/mTOR Signaling and Has Antitumor Activity in Burkitt Lymphoma. Mol Cancer Ther 2017; 16:1779-1790. [PMID: 28619753 DOI: 10.1158/1535-7163.mct-16-0848] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 05/08/2017] [Accepted: 06/08/2017] [Indexed: 12/15/2022]
Abstract
Hsp90 is a molecular chaperone that protects proteins, including oncogenic signaling complexes, from proteolytic degradation. PU-H71 is a next-generation Hsp90 inhibitor that preferentially targets the functionally distinct pool of Hsp90 present in tumor cells. Tumors that are driven by the MYC oncoprotein may be particularly sensitive to PU-H71 due to the essential role of Hsp90 in the epichaperome, which maintains the malignant phenotype in the setting of MYC. Burkitt lymphoma (BL) is an aggressive B-cell lymphoma characterized by MYC dysregulation. In this study, we evaluated Hsp90 as a potential therapeutic target in BL. We found that primary BL tumors overexpress Hsp90 and that Hsp90 inhibition has antitumor activity in vitro and in vivo, including potent activity in a patient-derived xenograft model of BL. To evaluate the targets of PU-H71 in BL, we performed high-affinity capture followed by proteomic analysis using mass spectrometry. We found that Hsp90 inhibition targets multiple components of PI3K/AKT/mTOR signaling, highlighting the importance of this pathway in BL. Finally, we found that the anti-lymphoma activity of PU-H71 is synergistic with dual PI3K/mTOR inhibition in vitro and in vivo Overall, this work provides support for Hsp90 as a therapeutic target in BL and suggests the potential for combination therapy with PU-H71 and inhibitors of PI3K/mTOR. Mol Cancer Ther; 16(9); 1779-90. ©2017 AACR.
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Affiliation(s)
- Lisa Giulino-Roth
- Department of Pediatrics, Weill Cornell Medical College, New York, New York. .,Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Herman J van Besien
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Tanner Dalton
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Jennifer E Totonchy
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Anna Rodina
- Program in Chemical Biology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Tony Taldone
- Program in Chemical Biology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alexander Bolaender
- Program in Chemical Biology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Jouliana Sadek
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Amy Chadburn
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
| | - Matthew J Barth
- Department of Pediatrics, Roswell Park Cancer Institute, Buffalo, New York
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Allison Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gabriela Chiosis
- Program in Chemical Biology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ethel Cesarman
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York
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Oberg JA, Glade Bender JL, Sulis ML, Pendrick D, Sireci AN, Hsiao SJ, Turk AT, Dela Cruz FS, Hibshoosh H, Remotti H, Zylber RJ, Pang J, Diolaiti D, Koval C, Andrews SJ, Garvin JH, Yamashiro DJ, Chung WK, Emerson SG, Nagy PL, Mansukhani MM, Kung AL. Implementation of next generation sequencing into pediatric hematology-oncology practice: moving beyond actionable alterations. Genome Med 2016; 8:133. [PMID: 28007021 PMCID: PMC5180407 DOI: 10.1186/s13073-016-0389-6] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [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: 07/01/2016] [Accepted: 12/02/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Molecular characterization has the potential to advance the management of pediatric cancer and high-risk hematologic disease. The clinical integration of genome sequencing into standard clinical practice has been limited and the potential utility of genome sequencing to identify clinically impactful information beyond targetable alterations has been underestimated. METHODS The Precision in Pediatric Sequencing (PIPseq) Program at Columbia University Medical Center instituted prospective clinical next generation sequencing (NGS) for pediatric cancer and hematologic disorders at risk for treatment failure. We performed cancer whole exome sequencing (WES) of patient-matched tumor-normal samples and RNA sequencing (RNA-seq) of tumor to identify sequence variants, fusion transcripts, relative gene expression, and copy number variation (CNV). A directed cancer gene panel assay was used when sample adequacy was a concern. Constitutional WES of patients and parents was performed when a constitutionally encoded disease was suspected. Results were initially reviewed by a molecular pathologist and subsequently by a multi-disciplinary molecular tumor board. Clinical reports were issued to the ordering physician and posted to the patient's electronic medical record. RESULTS NGS was performed on tumor and/or normal tissue from 101 high-risk pediatric patients. Potentially actionable alterations were identified in 38% of patients, of which only 16% subsequently received matched therapy. In an additional 38% of patients, the genomic data provided clinically relevant information of diagnostic, prognostic, or pharmacogenomic significance. RNA-seq was clinically impactful in 37/65 patients (57%) providing diagnostic and/or prognostic information for 17 patients (26%) and identified therapeutic targets in 15 patients (23%). Known or likely pathogenic germline alterations were discovered in 18/90 patients (20%) with 14% having germline alternations in cancer predisposition genes. American College of Medical Genetics (ACMG) secondary findings were identified in six patients. CONCLUSIONS Our results demonstrate the feasibility of incorporating clinical NGS into pediatric hematology-oncology practice. Beyond the identification of actionable alterations, the ability to avoid ineffective/inappropriate therapies, make a definitive diagnosis, and identify pharmacogenomic modifiers is clinically impactful. Taking a more inclusive view of potential clinical utility, 66% of cases tested through our program had clinically impactful findings and samples interrogated with both WES and RNA-seq resulted in data that impacted clinical decisions in 75% of cases.
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Affiliation(s)
- Jennifer A. Oberg
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
| | - Julia L. Glade Bender
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Maria Luisa Sulis
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Danielle Pendrick
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
| | - Anthony N. Sireci
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - Susan J. Hsiao
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - Andrew T. Turk
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - Filemon S. Dela Cruz
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
- Present address: Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Hanina Hibshoosh
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Helen Remotti
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - Rebecca J. Zylber
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
| | - Jiuhong Pang
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - Daniel Diolaiti
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Present address: Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
| | - Carrie Koval
- Department of Clinical Genetics, Columbia University Medical Center, New York, NY 10032 USA
| | - Stuart J. Andrews
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
| | - James H. Garvin
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Darrell J. Yamashiro
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Wendy K. Chung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Department of Medicine, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Stephen G. Emerson
- Department of Medicine, Columbia University Medical Center, New York, NY 10032 USA
- Department of Microbiology and Immunology, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Peter L. Nagy
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
- Present address: MNG Laboratories, 5424 Glenridge Drive, Atlanta, GA 30342 USA
| | - Mahesh M. Mansukhani
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
| | - Andrew L. Kung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032 USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY 10032 USA
- Present address: Memorial Sloan Kettering Cancer Center, New York, NY 10065 USA
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Dela Cruz FS, Diolaiti D, Turk AT, Rainey AR, Ambesi-Impiombato A, Andrews SJ, Mansukhani MM, Nagy PL, Alvarez MJ, Califano A, Forouhar F, Modzelewski B, Mitchell CM, Yamashiro DJ, Marks LJ, Glade Bender JL, Kung AL. A case study of an integrative genomic and experimental therapeutic approach for rare tumors: identification of vulnerabilities in a pediatric poorly differentiated carcinoma. Genome Med 2016; 8:116. [PMID: 27799065 PMCID: PMC5088685 DOI: 10.1186/s13073-016-0366-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [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: 07/01/2016] [Accepted: 10/12/2016] [Indexed: 12/17/2022] Open
Abstract
Background Precision medicine approaches are ideally suited for rare tumors where comprehensive characterization may have diagnostic, prognostic, and therapeutic value. We describe the clinical case and molecular characterization of an adolescent with metastatic poorly differentiated carcinoma (PDC). Given the rarity and poor prognosis associated with PDC in children, we utilized genomic analysis and preclinical models to validate oncogenic drivers and identify molecular vulnerabilities. Methods We utilized whole exome sequencing (WES) and transcriptome analysis to identify germline and somatic alterations in the patient’s tumor. In silico and in vitro studies were used to determine the functional consequences of genomic alterations. Primary tumor was used to generate a patient-derived xenograft (PDX) model, which was used for in vivo assessment of predicted therapeutic options. Results WES revealed a novel germline frameshift variant (p.E1554fs) in APC, establishing a diagnosis of Gardner syndrome, along with a somatic nonsense (p.R790*) APC mutation in the tumor. Somatic mutations in TP53, MAX, BRAF, ROS1, and RPTOR were also identified and transcriptome and immunohistochemical analyses suggested hyperactivation of the Wnt/ß-catenin and AKT/mTOR pathways. In silico and biochemical assays demonstrated that the MAX p.R60Q and BRAF p.K483E mutations were activating mutations, whereas the ROS1 and RPTOR mutations were of lower utility for therapeutic targeting. Utilizing a patient-specific PDX model, we demonstrated in vivo activity of mTOR inhibition with temsirolimus and partial response to inhibition of MEK. Conclusions This clinical case illustrates the depth of investigation necessary to fully characterize the functional significance of the breadth of alterations identified through genomic analysis. Electronic supplementary material The online version of this article (doi:10.1186/s13073-016-0366-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
| | - Daniel Diolaiti
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Andrew T Turk
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Allison R Rainey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | | | - Stuart J Andrews
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Mahesh M Mansukhani
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Peter L Nagy
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA.,Present Address: Medical Neurogenetics Laboratories, Atlanta, GA, 30342, USA
| | | | - Andrea Califano
- Department of Systems Biology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Farhad Forouhar
- Department of Biological Sciences, Columbia University, New York, NY, 10027, USA
| | - Beata Modzelewski
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Chelsey M Mitchell
- Department of Pediatrics, Columbia University Medical Center, New York, NY, 10032, USA
| | - Darrell J Yamashiro
- Department of Pediatrics, Columbia University Medical Center, New York, NY, 10032, USA
| | - Lianna J Marks
- Department of Pediatrics, Columbia University Medical Center, New York, NY, 10032, USA
| | - Julia L Glade Bender
- Department of Pediatrics, Columbia University Medical Center, New York, NY, 10032, USA
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
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Tseng YY, Keskula P, Hong AL, Gill S, Cheah JH, Kryukov GV, Tsherniak A, Vazquez F, Cowley G, Oh C, Peng A, Sayeed A, Deasy R, Ronning P, Kantoff P, Garraway L, Rubin MA, Kuo C, Puram S, Gazdar A, Cruz FSD, Bass A, Wagle N, Ligon KL, Janeway K, Root D, Schreiber SL, Clemons PA, Shamji A, Hahn WC, Golub TR, Boehm JS. Abstract B26: Accelerating prediction of tumor vulnerabilities using next-generation cancer models. Clin Cancer Res 2016. [DOI: 10.1158/1557-3265.pdx16-b26] [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
The development of new cancer therapeutics requires sufficient genetic and phenotypic diversity of cancer models. Current collections of human cancer cell lines are limited and for many rare cancer types, zero models exist that are broadly available. Here, we report results from the pilot phase of the Cancer Cell Line Factory (CCLF) project that aims to overcome this obstacle by systematically creating next-generation in vitro cancer models from adult and pediatric cancer patients' specimens and making these models broadly available.
We first developed a workflow of laboratory, genomics and informatics tools that make it possible to systematically compare published ex vivo culture conditions for each individual tumor to enable the scientific community to iterate towards disease-specific culture recipes. Based on sample volume and rarity, 4-100 conditions were applied to each sample and all data was captured in a custom Laboratory Information Management System to enhance subsequent predictions. We developed a $150, 5-day turnaround genomics panel to validate cultures based on genomics. Importantly, we show that tumor genomics can be retained in such patient-derived models and tumor genomics are generally stable across 20 passages. Since the inception of this project, we have processed over 650 patient cancer specimens from 450 patients across 16 tumor types and report the successful generation of over 100 genomically characterized adult and pediatric cancer and normal models.
We next hypothesized that novel patient-derived cultures could be used to enhance dependency predictions. To do so, we tested 65 cell lines against the “informer” set of 440 compounds developed by the Broad Cancer Target Discovery and Development (CTD2) Center. We show that generating cell lines and testing their sensitivities within 3 months is feasible and the drug responses are reproducible. Moreover, to strengthen relationships between drug sensitivities and cellular features, we compared results with recently published data on the identical compounds tested against 860 existing cell lines. With this approach, we are able to identify many known drug dependencies in these novel models and exhibit the consistency sensitivities compared to existing cell lines. We are also evaluating drug sensitivity predictors for novel dependencies. Overall, our proof-of-concept framework demonstrates initial feasibility of rapidly generating cancer models and assessing drug sensitivities at scale.
Citation Format: Yuen-Yi Tseng, Paula Keskula, Andrew L. Hong, Shubhroz Gill, Jaime H. Cheah, Gregory V. Kryukov, Aviad Tsherniak, Francisca Vazquez, Glenn Cowley, Coyin Oh, Anson Peng, Abeer Sayeed, Rebecca Deasy, Peter Ronning, Philip Kantoff, Levi Garraway, Mark A. Rubin, Calvin Kuo, Sidharth Puram, Adi Gazdar, Filemon S. Dela Cruz, Jr., Adam Bass, Jr., Nikhil Wagle, Keith L. Ligon, Katherine Janeway, David Root, Stuart L. Schreiber, Paul A. Clemons, Aly Shamji, William C. Hahn, Todd R. Golub, Jesse S. Boehm. Accelerating prediction of tumor vulnerabilities using next-generation cancer models. [abstract]. In: Proceedings of the AACR Special Conference: Patient-Derived Cancer Models: Present and Future Applications from Basic Science to the Clinic; Feb 11-14, 2016; New Orleans, LA. Philadelphia (PA): AACR; Clin Cancer Res 2016;22(16_Suppl):Abstract nr B26.
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Affiliation(s)
- Yuen-Yi Tseng
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Paula Keskula
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | - Shubhroz Gill
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Jaime H. Cheah
- 3Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA,
| | | | | | | | - Glenn Cowley
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Coyin Oh
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Anson Peng
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Abeer Sayeed
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Rebecca Deasy
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | - Peter Ronning
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | | | | | | | | | - Adi Gazdar
- 7University of Texas Southwestern Medical Center, Dallas, TX,
| | | | - Adam Bass
- 2Dana-Farber Cancer Institute, Boston, MA,
| | | | | | | | - David Root
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | | | - Aly Shamji
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
| | | | - Todd R. Golub
- 1The Broad Institute of MIT and Harvard, Cambridge, MA,
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Tannenbaum-Dvir S, Glade Bender JL, Church AJ, Janeway KA, Harris MH, Mansukhani MM, Nagy PL, Andrews SJ, Murty VV, Kadenhe-Chiweshe A, Connolly EP, Kung AL, Dela Cruz FS. Characterization of a novel fusion gene EML4-NTRK3 in a case of recurrent congenital fibrosarcoma. Cold Spring Harb Mol Case Stud 2016; 1:a000471. [PMID: 27148571 PMCID: PMC4850889 DOI: 10.1101/mcs.a000471] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [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] [Indexed: 11/24/2022] Open
Abstract
We describe the clinical course of a recurrent case of congenital fibrosarcoma diagnosed in a 9-mo-old boy with a history of hemimelia. Following complete surgical resection of the primary tumor, the patient subsequently presented with bulky bilateral pulmonary metastases 6 mo following surgery. Molecular characterization of the tumor revealed the absence of the prototypical ETV6-NTRK3 translocation. However, tumor characterization incorporating cytogenetic, array comparative genomic hybridization, and RNA sequencing analyses, revealed a somatic t(2;15)(2p21;15q25) translocation resulting in the novel fusion of EML4 with NTRK3. Cloning and expression of EML4-NTRK3 in murine fibroblast NIH 3T3 cells revealed a potent tumorigenic phenotype as assessed in vitro and in vivo. These results demonstrate that multiple fusion partners targeting NTRK3 can contribute to the development of congenital fibrosarcoma.
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Affiliation(s)
- Sarah Tannenbaum-Dvir
- Columbia University Medical Center, Department of Pediatric Oncology/Hematology/Stem Cell Transplantation, Department of Pediatrics, New York, New York 10032, USA
| | - Julia L Glade Bender
- Columbia University Medical Center, Department of Pediatric Oncology/Hematology/Stem Cell Transplantation, Department of Pediatrics, New York, New York 10032, USA
| | - Alanna J Church
- Harvard Medical School, Department of Pathology, Boston, Massachusetts 02115, USA
| | - Katherine A Janeway
- Harvard Medical School, Department of Pediatric Oncology/Hematology, Boston, Massachusetts 02115, USA
| | - Marian H Harris
- Harvard Medical School, Department of Pathology, Boston, Massachusetts 02115, USA
| | - Mahesh M Mansukhani
- Columbia University Medical Center, Department of Pathology and Cell Biology, New York, New York 10032, USA
| | - Peter L Nagy
- Columbia University Medical Center, Department of Pathology and Cell Biology, New York, New York 10032, USA
| | - Stuart J Andrews
- Columbia University Medical Center, Department of Pathology and Cell Biology, New York, New York 10032, USA
| | - Vundavalli V Murty
- Columbia University Medical Center, Department of Pathology and Cell Biology, New York, New York 10032, USA
| | | | - Eileen P Connolly
- Columbia University Medical Center, Department of Radiation Oncology, New York, New York 10032, USA
| | - Andrew L Kung
- Columbia University Medical Center, Department of Pediatric Oncology/Hematology/Stem Cell Transplantation, Department of Pediatrics, New York, New York 10032, USA
| | - Filemon S Dela Cruz
- Columbia University Medical Center, Department of Pediatric Oncology/Hematology/Stem Cell Transplantation, Department of Pediatrics, New York, New York 10032, USA
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Abstract
Sarcomas represent a clinically and biologically diverse group of malignant connective tissue tumors. Despite aggressive conventional therapy, a large proportion of sarcoma patients experience disease recurrence which will ultimately result in mortality. The presence of a unique population of cells, referred to as cancer stem cells (CSCs), have been proposed to be responsible for refractory responses to current chemotherapies as well underlying the basis for metastasis and relapse of disease – clinical corollaries to what has been termed the CSC hypothesis. The presence of CSCs have been suggested in a variety of hematologic and solid malignancies, and only more recently in sarcomas. Based on our current understanding of normal stem cell biology and evidence obtained from the study of malignant hematopoietic and solid tumors, researchers have identified candidate cell surface markers (CD133, CD117, Stro-1), biochemical markers (aldehyde dehydrogenase activity), and cytological characteristics (side population and spherical colony formation) that may identify putative sarcoma CSCs. In this review, we explore the current state of evidence that may suggest the existence of sarcoma CSCs. We present research in osteosarcoma, the Ewing’s sarcoma family of tumors, rhabdomyosarcoma, as well as other sarcoma subtypes to describe commonly used molecular and biochemical markers, as well as techniques, used in the identification, isolation, and characterization of candidate sarcoma CSCs. We will also discuss the current controversies and challenges that face research in sarcoma CSC.
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Affiliation(s)
- Filemon S Dela Cruz
- Division of Pediatric Oncology, Department of Pediatrics, Columbia University Medical Center , New York, NY , USA
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