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Usaite I, Biswas D, Dijkstra K, Watkins TB, Pich O, Puttick C, Angelova M, Thakkar K, Hiley C, Birkbak N, Kok M, Zaccaria S, Wu Y, Litchfield K, Swanton C, Kanu N. Quantifying the impact of immunotherapy on RNA dynamics in cancer. J Immunother Cancer 2023; 11:e007870. [PMID: 37914385 PMCID: PMC10626770 DOI: 10.1136/jitc-2023-007870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND Checkpoint inhibitor (CPI) immunotherapies have provided durable clinical responses across a range of solid tumor types for some patients with cancer. Nonetheless, response rates to CPI vary greatly between cancer types. Resolving intratumor transcriptomic changes induced by CPI may improve our understanding of the mechanisms of sensitivity and resistance. METHODS We assembled a cohort of longitudinal pre-therapy and on-therapy samples from 174 patients treated with CPI across six cancer types by leveraging transcriptomic sequencing data from five studies. RESULTS Meta-analyses of published RNA markers revealed an on-therapy pattern of immune reinvigoration in patients with breast cancer, which was not discernible pre-therapy, providing biological insight into the impact of CPI on the breast cancer immune microenvironment. We identified 98 breast cancer-specific correlates of CPI response, including 13 genes which are known IO targets, such as toll-like receptors TLR1, TLR4, and TLR8, that could hold potential as combination targets for patients with breast cancer receiving CPI treatment. Furthermore, we demonstrate that a subset of response genes identified in breast cancer are already highly expressed pre-therapy in melanoma, and additionally we establish divergent RNA dynamics between breast cancer and melanoma following CPI treatment, which may suggest distinct immune microenvironments between the two cancer types. CONCLUSIONS Overall, delineating longitudinal RNA dynamics following CPI therapy sheds light on the mechanisms underlying diverging response trajectories, and identifies putative targets for combination therapy.
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Affiliation(s)
- Ieva Usaite
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Dhruva Biswas
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Bill Lyons Informatics Centre, University College London Cancer Institute, London, UK
| | - Krijn Dijkstra
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Department of Molecular Oncology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Thomas Bk Watkins
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Oriol Pich
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Clare Puttick
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Mihaela Angelova
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Krupa Thakkar
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Tumour Immunogenomics and Immunosurveillance Laboratory, University College London Cancer Institute, London, UK
| | - Crispin Hiley
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Nicolai Birkbak
- Department of Molecular Medicine, Aarhus Universitet, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus Universitet, Aarhus, Denmark
| | - Marleen Kok
- Division of Tumor Biology & Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - 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
| | - Yin Wu
- Department of Medical Oncology, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Peter Gorer Department of Immunobiology and Centre for Inflammation Biology and Cancer Immunology, King's College London, London, UK
| | - Kevin Litchfield
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Tumour Immunogenomics and Immunosurveillance Laboratory, University College London Cancer Institute, London, UK
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Nnennaya Kanu
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
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Wu Y, Biswas D, Usaite I, Mihaela A, Boeing S, Karasaki T, Veeriah S, Czyzewska-Khan J, Reading J, Georgiou A, Al-Bakir M, McGranahan N, Jamal-Hanjani M, Hackshaw A, Consortium TRACER, Quezada S, Hayday A, Swanton C. Abstract 5636: V-delta-1 T cells are resident in the human lung and associate with survival in patients with non-small cell lung cancer in the TRACERx Study. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5636] [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
Murine tissues harbour signature, resident γδ T cell compartments with profound yet differential impacts on carcinogenesis. γδ T cell knockout mice have heightened susceptibility to carcinogenesis. However, it is now clear in the murine setting that IFNγ-producing γδ T cells reject tumours whilst IL-17-producing γδ T cells promote them. Nonetheless, many human γδ T cell compartments are distinct from that in mice and vice versa. The extent to which human tissues and tumours harbour resident γδ T cells, their effector function and their role in cancer is less clear. Although a large scale in silico study of 5000+ patients with cancer found that intratumoural γδ T cells were the most important correlate of survival, smaller studies have found that these cells to be associated with either survival or progression. Many historical studies have however been limited by the availability of technologies to rigorously identify, isolate, and examine tissue-resident γδ T cells.
To address these issues, we present data from stage I-III non-small cell lung cancers and paired non-tumour (NT) tissue obtained at primary surgery from 25 patients enrolled in the TRACERx Study. Using flow cytometry and quantitative T cell receptor sequencing, we demonstrate that NT lung tissues harbour a resident population of Vδ1 γδ T cells, entirely distinct to blood. Compared with NT lung tissues, resident-memory and effector-memory Vδ1 T cells are enriched in tumours. RNA sequencing revealed that intratumoural Vδ1 T cells are skewed towards cytolysis and T-helper-1 functions, akin to intratumoural NK and CD8+ T cells. Importantly, we found no evidence of T-helper-17 skew that has been implicated in tumour promotion in murine models. Ongoing remission after surgery was significantly associated with the presence of CD103+ tissue-resident Vδ1 T cells in non-malignant lung tissues and the presence of CD45RA-/CD27+ effector-memory Vδ1 T cells in tumours. Moreover, patients with a greater proportion of intratumoural Vδ1 T cell clones shared with paired NT tissues were more likely to remain in remission, consistent with the cells’ proposed immunosurveillance function in steady state epithelial tissues.
Whilst immunotherapies modulating αβ T cells have been successful for some patients, including those with non-small cell lung cancer, clinical trials of γδ T cells have so far demonstrated poor efficacy in solid cancers. These trials have hitherto exclusively utilised Vδ2 T cells, a subset which is found predominantly in peripheral blood and more commonly associated, albeit still rarely, with IL-17 production. The first-in-human clinical trial of Vδ1 T cell immunotherapy has just opened for patients with acute myeloid leukaemia. Thus, our findings have immediate translational relevance and support the utilisation of these as-yet-untapped Vδ1 T cells in solid cancer immunotherapy.
Citation Format: Yin Wu, Dhruva Biswas, Ieva Usaite, Angelova Mihaela, Stefan Boeing, Takahiro Karasaki, Selvaraju Veeriah, Justyna Czyzewska-Khan, James Reading, Andrew Georgiou, Maise Al-Bakir, Nicholas McGranahan, Mariam Jamal-Hanjani, Allan Hackshaw, TRACERx Consortium, Sergio Quezada, Adrian Hayday, Charles Swanton. V-delta-1 T cells are resident in the human lung and associate with survival in patients with non-small cell lung cancer in the TRACERx Study [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 5636.
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Affiliation(s)
- Yin Wu
- 1UCL Cancer Institute, London, United Kingdom
| | | | - Ieva Usaite
- 1UCL Cancer Institute, London, United Kingdom
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Wu Y, Biswas D, Usaite I, Angelova M, Boeing S, Karasaki T, Veeriah S, Czyzewska-Khan J, Morton C, Joseph M, Hessey S, Reading J, Georgiou A, Al-Bakir M, McGranahan N, Jamal-Hanjani M, Hackshaw A, Quezada SA, Hayday AC, Swanton C. A local human Vδ1 T cell population is associated with survival in nonsmall-cell lung cancer. Nat Cancer 2022; 3:696-709. [PMID: 35637401 PMCID: PMC9236901 DOI: 10.1038/s43018-022-00376-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [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] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 04/11/2022] [Indexed: 01/26/2023]
Abstract
Murine tissues harbor signature γδ T cell compartments with profound yet differential impacts on carcinogenesis. Conversely, human tissue-resident γδ cells are less well defined. In the present study, we show that human lung tissues harbor a resident Vδ1 γδ T cell population. Moreover, we demonstrate that Vδ1 T cells with resident memory and effector memory phenotypes were enriched in lung tumors compared with nontumor lung tissues. Intratumoral Vδ1 T cells possessed stem-like features and were skewed toward cytolysis and helper T cell type 1 function, akin to intratumoral natural killer and CD8+ T cells considered beneficial to the patient. Indeed, ongoing remission post-surgery was significantly associated with the numbers of CD45RA-CD27- effector memory Vδ1 T cells in tumors and, most strikingly, with the numbers of CD103+ tissue-resident Vδ1 T cells in nonmalignant lung tissues. Our findings offer basic insights into human body surface immunology that collectively support integrating Vδ1 T cell biology into immunotherapeutic strategies for nonsmall cell lung cancer.
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Affiliation(s)
- Yin Wu
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King's College London, London, UK.
- Immunosurveillance Laboratory, The Francis Crick Institute, London, UK.
| | - Dhruva Biswas
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
- Bill Lyons Informatics Centre, University College London Cancer Institute, London, UK
| | - Ieva Usaite
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Mihaela Angelova
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Stefan Boeing
- Bioinformatics & Biostatistics and Software Development & Machine Learning Team, The Francis Crick Institute, London, UK
| | - Takahiro Karasaki
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Selvaraju Veeriah
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Justyna Czyzewska-Khan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Cienne Morton
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King's College London, London, UK
| | - Magdalene Joseph
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King's College London, London, UK
- Immunosurveillance Laboratory, The Francis Crick Institute, London, UK
| | - Sonya Hessey
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Metastasis Lab, University College London Cancer Institute, London, UK
| | - James Reading
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Andrew Georgiou
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Maise Al-Bakir
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Genome Evolution Research Group, University College London Cancer Institute, London, UK
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Metastasis Lab, University College London Cancer Institute, London, UK
| | - Allan Hackshaw
- Cancer Research UK & University College London Cancer Trials Centre, University College London, London, UK
| | - Sergio A Quezada
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Adrian C Hayday
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King's College London, London, UK.
- Immunosurveillance Laboratory, The Francis Crick Institute, London, UK.
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
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Li J, Duran MA, Dhanota N, Chatila WK, Bettigole SE, Kwon J, Sriram RK, Humphries MP, Salto-Tellez M, James JA, Hanna MG, Melms JC, Vallabhaneni S, Litchfield K, Usaite I, Biswas D, Bareja R, Li HW, Martin ML, Dorsaint P, Cavallo JA, Li P, Pauli C, Gottesdiener L, DiPardo BJ, Hollmann TJ, Merghoub T, Wen HY, Reis-Filho JS, Riaz N, Su SSM, Kalbasi A, Vasan N, Powell SN, Wolchok JD, Elemento O, Swanton C, Shoushtari AN, Parkes EE, Izar B, Bakhoum SF. Metastasis and Immune Evasion from Extracellular cGAMP Hydrolysis. Cancer Discov 2021; 11:1212-1227. [PMID: 33372007 PMCID: PMC8102348 DOI: 10.1158/2159-8290.cd-20-0387] [Citation(s) in RCA: 128] [Impact Index Per Article: 42.7] [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: 03/27/2020] [Revised: 10/30/2020] [Accepted: 12/11/2020] [Indexed: 12/21/2022]
Abstract
Cytosolic DNA is characteristic of chromosomally unstable metastatic cancer cells, resulting in constitutive activation of the cGAS-STING innate immune pathway. How tumors co-opt inflammatory signaling while evading immune surveillance remains unknown. Here, we show that the ectonucleotidase ENPP1 promotes metastasis by selectively degrading extracellular cGAMP, an immune-stimulatory metabolite whose breakdown products include the immune suppressor adenosine. ENPP1 loss suppresses metastasis, restores tumor immune infiltration, and potentiates response to immune checkpoint blockade in a manner dependent on tumor cGAS and host STING. Conversely, overexpression of wild-type ENPP1, but not an enzymatically weakened mutant, promotes migration and metastasis, in part through the generation of extracellular adenosine, and renders otherwise sensitive tumors completely resistant to immunotherapy. In human cancers, ENPP1 expression correlates with reduced immune cell infiltration, increased metastasis, and resistance to anti-PD-1/PD-L1 treatment. Thus, cGAMP hydrolysis by ENPP1 enables chromosomally unstable tumors to transmute cGAS activation into an immune-suppressive pathway. SIGNIFICANCE: Chromosomal instability promotes metastasis by generating chronic tumor inflammation. ENPP1 facilitates metastasis and enables tumor cells to tolerate inflammation by hydrolyzing the immunotransmitter cGAMP, preventing its transfer from cancer cells to immune cells.This article is highlighted in the In This Issue feature, p. 995.
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Affiliation(s)
- Jun Li
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mercedes A Duran
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ninjit Dhanota
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Walid K Chatila
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Tri-Institutional Program in Computational Biology and Medicine, Weill Cornell Medical College, New York, New York
| | | | - John Kwon
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Roshan K Sriram
- Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Matthew P Humphries
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
| | - Manuel Salto-Tellez
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
- Medical Sciences Division, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Jacqueline A James
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
| | - Matthew G Hanna
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Johannes C Melms
- Columbia Center for Translational Immunology, New York, New York
- Division of Hematology and Oncology, Columbia University Medical Center, New York, New York
| | - Sreeram Vallabhaneni
- Laboratory for Systems Pharmacology, Harvard Medical School, Boston, Massachusetts
| | - Kevin Litchfield
- Cancer Evolution and Genome Instability Laboratory, Francis Crick Institute, London, United Kingdom
| | - Ieva Usaite
- Cancer Evolution and Genome Instability Laboratory, Francis Crick Institute, London, United Kingdom
| | - Dhruva Biswas
- Cancer Evolution and Genome Instability Laboratory, Francis Crick Institute, London, United Kingdom
| | - Rohan Bareja
- Englander Institute for Precision Medicine, Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Hao Wei Li
- Columbia Center for Translational Immunology, New York, New York
| | - Maria Laura Martin
- Englander Institute for Precision Medicine, Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Princesca Dorsaint
- Englander Institute for Precision Medicine, Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Julie-Ann Cavallo
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Peng Li
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Chantal Pauli
- Institute for Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Lee Gottesdiener
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Benjamin J DiPardo
- Department of Surgery, University of California, Los Angeles, California
| | - Travis J Hollmann
- Medical Sciences Division, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Taha Merghoub
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medicine, New York, New York
- Ludwig Collaborative and Swim Across America Laboratory, Memorial Sloan Kettering Cancer Center, New York, New York
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hannah Y Wen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nadeem Riaz
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Anusha Kalbasi
- Department of Radiation Oncology, Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California
| | - Neil Vasan
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Simon N Powell
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jedd D Wolchok
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medicine, New York, New York
- Ludwig Collaborative and Swim Across America Laboratory, Memorial Sloan Kettering Cancer Center, New York, New York
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, Francis Crick Institute, London, United Kingdom
| | - Alexander N Shoushtari
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Eileen E Parkes
- Precision Medicine Centre of Excellence, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, United Kingdom
- Medical Sciences Division, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Benjamin Izar
- Columbia Center for Translational Immunology, New York, New York
- Division of Hematology and Oncology, Columbia University Medical Center, New York, New York
| | - Samuel F Bakhoum
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
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