701
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Koelzer VH, Sirinukunwattana K, Rittscher J, Mertz KD. Precision immunoprofiling by image analysis and artificial intelligence. Virchows Arch 2019; 474:511-522. [PMID: 30470933 PMCID: PMC6447694 DOI: 10.1007/s00428-018-2485-z] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Revised: 11/06/2018] [Accepted: 11/09/2018] [Indexed: 02/06/2023]
Abstract
Clinical success of immunotherapy is driving the need for new prognostic and predictive assays to inform patient selection and stratification. This requirement can be met by a combination of computational pathology and artificial intelligence. Here, we critically assess computational approaches supporting the development of a standardized methodology in the assessment of immune-oncology biomarkers, such as PD-L1 and immune cell infiltrates. We examine immunoprofiling through spatial analysis of tumor-immune cell interactions and multiplexing technologies as a predictor of patient response to cancer treatment. Further, we discuss how integrated bioinformatics can enable the amalgamation of complex morphological phenotypes with the multiomics datasets that drive precision medicine. We provide an outline to machine learning (ML) and artificial intelligence tools and illustrate fields of application in immune-oncology, such as pattern-recognition in large and complex datasets and deep learning approaches for survival analysis. Synergies of surgical pathology and computational analyses are expected to improve patient stratification in immuno-oncology. We propose that future clinical demands will be best met by (1) dedicated research at the interface of pathology and bioinformatics, supported by professional societies, and (2) the integration of data sciences and digital image analysis in the professional education of pathologists.
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Affiliation(s)
- Viktor H Koelzer
- Institute of Cancer and Genomic Science, University of Birmingham, 6 Mindelsohn Way, Birmingham, B15 2SY, UK.
- Molecular and Population Genetics Laboratory, Wellcome Centre for Human Genetics, University of Oxford, Headington, Oxford, OX3 7BN, UK.
| | - Korsuk Sirinukunwattana
- Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Old Road Campus Research Building, Headington, Oxford, OX3 7DQ, UK
| | - Jens Rittscher
- Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Old Road Campus Research Building, Headington, Oxford, OX3 7DQ, UK
- Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, Old Road Campus Research Building, Oxford, OX3 7DQ, UK
- Target Discovery Institute, NDM Research Building, University of Oxford, Old Road Campus, Headington, OX3 7FZ, UK
| | - Kirsten D Mertz
- Institute of Pathology, Cantonal Hospital Baselland, Mühlemattstrasse 11, CH-4410, Liestal, Switzerland
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702
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Monette A, Bergeron D, Ben Amor A, Meunier L, Caron C, Mes-Masson AM, Kchir N, Hamzaoui K, Jurisica I, Lapointe R. Immune-enrichment of non-small cell lung cancer baseline biopsies for multiplex profiling define prognostic immune checkpoint combinations for patient stratification. J Immunother Cancer 2019; 7:86. [PMID: 30922393 PMCID: PMC6437930 DOI: 10.1186/s40425-019-0544-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 02/22/2019] [Indexed: 12/21/2022] Open
Abstract
Background Permanence of front-line management of lung cancer by immunotherapies requires predictive companion diagnostics identifying immune-checkpoints at baseline, challenged by the size and heterogeneity of biopsy specimens. Methods An innovative, tumor heterogeneity reducing, immune-enriched tissue microarray was constructed from baseline biopsies, and multiplex immunofluorescence was used to profile 25 immune-checkpoints and immune-antigens. Results Multiple immune-checkpoints were ranked, correlated with antigen presenting and cytotoxic effector lymphocyte activity, and were reduced with advancing disease. Immune-checkpoint combinations on TILs were associated with a marked survival advantage. Conserved combinations validated on more than 11,000 lung, breast, gastric and ovarian cancer patients demonstrate the feasibility of pan-cancer companion diagnostics. Conclusions In this hypothesis-generating study, deepening our understanding of immune-checkpoint biology, comprehensive protein-protein interaction and pathway mapping revealed that redundant immune-checkpoint interactors associate with positive outcomes, providing new avenues for the deciphering of molecular mechanisms behind effects of immunotherapeutic agents targeting immune-checkpoints analyzed. Electronic supplementary material The online version of this article (10.1186/s40425-019-0544-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anne Monette
- Institut du cancer de Montréal, Montréal, Québec, Canada. .,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 rue St-Denis, Tour Viger, Room R10-432, Montréal, Québec, H2X 0A9, Canada. .,Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Canada.
| | - Derek Bergeron
- Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Canada
| | - Amira Ben Amor
- Medicine Faculty of Tunis, Department of Immunology and Histology, Tunis El Manar University, Tunis, Tunisia
| | - Liliane Meunier
- Institut du cancer de Montréal, Montréal, Québec, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 rue St-Denis, Tour Viger, Room R10-432, Montréal, Québec, H2X 0A9, Canada
| | - Christine Caron
- Institut du cancer de Montréal, Montréal, Québec, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 rue St-Denis, Tour Viger, Room R10-432, Montréal, Québec, H2X 0A9, Canada
| | - Anne-Marie Mes-Masson
- Institut du cancer de Montréal, Montréal, Québec, Canada.,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 rue St-Denis, Tour Viger, Room R10-432, Montréal, Québec, H2X 0A9, Canada.,Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Canada
| | | | - Kamel Hamzaoui
- Medicine Faculty of Tunis, Department of Immunology and Histology, Tunis El Manar University, Tunis, Tunisia.,Abderrahmen Mami Hospital, Homeostasis and cell immune dysfunction Research Unit, Ariana, Tunisia
| | - Igor Jurisica
- Krembil Research Institute, UHN, 60 Leonard Avenue, Toronto, Ontario, M5T 0S8, Canada.,Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovak Republic
| | - Réjean Lapointe
- Institut du cancer de Montréal, Montréal, Québec, Canada. .,Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), 900 rue St-Denis, Tour Viger, Room R10-432, Montréal, Québec, H2X 0A9, Canada. .,Département de Médecine, Faculté de Médecine, Université de Montréal, Montréal, Canada.
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703
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Navigating metabolic pathways to enhance antitumour immunity and immunotherapy. Nat Rev Clin Oncol 2019; 16:425-441. [DOI: 10.1038/s41571-019-0203-7] [Citation(s) in RCA: 279] [Impact Index Per Article: 55.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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704
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Workel HH, Lubbers JM, Arnold R, Prins TM, van der Vlies P, de Lange K, Bosse T, van Gool IC, Eggink FA, Wouters MCA, Komdeur FL, van der Slikke EC, Creutzberg CL, Kol A, Plat A, Glaire M, Church DN, Nijman HW, de Bruyn M. A Transcriptionally Distinct CXCL13 +CD103 +CD8 + T-cell Population Is Associated with B-cell Recruitment and Neoantigen Load in Human Cancer. Cancer Immunol Res 2019; 7:784-796. [PMID: 30872264 DOI: 10.1158/2326-6066.cir-18-0517] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 12/03/2018] [Accepted: 03/06/2019] [Indexed: 11/16/2022]
Abstract
The chemokine CXCL13 mediates recruitment of B cells to tumors and is essential for the formation of tertiary lymphoid structures (TLSs). TLSs are thought to support antitumor immunity and are associated with improved prognosis. However, it remains unknown whether TLSs are formed in response to the general inflammatory character of the tumor microenvironment, or rather, are induced by (neo)antigen-specific adaptive immunity. We here report on the finding that the TGFβ-dependent CD103+CD8+ tumor-infiltrating T-cell (TIL) subpopulation expressed and produced CXCL13. Accordingly, CD8+ T cells from peripheral blood activated in the presence of TGFβ upregulated CD103 and secreted CXCL13. Conversely, inhibition of TGFβ receptor signaling abrogated CXCL13 production. CXCL13+CD103+CD8+ TILs correlated with B-cell recruitment, TLSs, and neoantigen burden in six cohorts of human tumors. Altogether, our findings indicated that TGFβ plays a noncanonical role in coordinating immune responses against human tumors and suggest a potential role for CXCL13+CD103+CD8+ TILs in mediating B-cell recruitment and TLS formation in human tumors.
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Affiliation(s)
- Hagma H Workel
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Joyce M Lubbers
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Roland Arnold
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Thalina M Prins
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Pieter van der Vlies
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Kim de Lange
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Tjalling Bosse
- Department of Pathology, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Inge C van Gool
- Department of Pathology, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Florine A Eggink
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Maartje C A Wouters
- Trev and Joyce Deeley Research Centre, BC Cancer, Victoria, British Columbia, Canada
| | - Fenne L Komdeur
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Elisabeth C van der Slikke
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Carien L Creutzberg
- Department of Radiation Oncology, Leiden University Medical Center, Leiden University, Leiden, the Netherlands
| | - Arjan Kol
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Annechien Plat
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Mark Glaire
- Molecular and Population Genetics Laboratory, The Wellcome Trust Centre for Human Genetics and Oxford Cancer Centre, University of Oxford, Oxford, United Kingdom
| | - David N Church
- Molecular and Population Genetics Laboratory, The Wellcome Trust Centre for Human Genetics and Oxford Cancer Centre, University of Oxford, Oxford, United Kingdom.,NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and John Radcliffe Hospital, Oxford, United Kingdom
| | - Hans W Nijman
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Marco de Bruyn
- Department of Obstetrics and Gynecology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
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705
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Kashyap AS, Thelemann T, Klar R, Kallert SM, Festag J, Buchi M, Hinterwimmer L, Schell M, Michel S, Jaschinski F, Zippelius A. Antisense oligonucleotide targeting CD39 improves anti-tumor T cell immunity. J Immunother Cancer 2019; 7:67. [PMID: 30871609 PMCID: PMC6419472 DOI: 10.1186/s40425-019-0545-9] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 02/22/2019] [Indexed: 12/16/2022] Open
Abstract
Background Cancer cells are known to develop mechanisms to circumvent effective anti-tumor immunity. The two ectonucleotidases CD39 and CD73 are promising drug targets, as they act in concert to convert extracellular immune-stimulating ATP to adenosine. CD39 is expressed by different immune cell populations as well as cancer cells of different tumor types and supports the tumor in escaping immune recognition and destruction. Thus, increasing extracellular ATP and simultaneously reducing adenosine concentrations in the tumor can lead to effective anti-tumor immunity. Methods We designed locked nucleic acid (LNA)-modified antisense oligonucleotides (ASOs) with specificity for human or mouse CD39 that do not need a transfection reagent or delivery system for efficient target knockdown. Knockdown efficacy of ASOs on mRNA and protein level was investigated in cancer cell lines and in primary human T cells. The effect of CD39 knockdown on ATP-degrading activity was evaluated by measuring levels of ATP in tumor cell supernatants and analysis of T cell proliferation in the presence of extracellular ATP. The in vivo effects of CD39-specific ASOs on target expression, anti-tumor immune responses and on tumor growth were analyzed in syngeneic mouse tumor models using multi-color flow cytometry. Results CD39-specific ASOs suppressed expression of CD39 mRNA and protein in different murine and human cancer cell lines and in primary human T cells. Degradation of extracellular ATP was strongly reduced by CD39-specific ASOs. Strikingly, CD39 knockdown by ASOs was associated with improved CD8+ T cell proliferation. Treatment of tumor-bearing mice with CD39-specific ASOs led to dose-dependent reduction of CD39-protein expression in regulatory T cells (Tregs) and tumor-associated macrophages. Moreover, frequency of intratumoral Tregs was substantially reduced in CD39 ASO-treated mice. As a consequence, the ratio of CD8+ T cells to Tregs in tumors was improved, while PD-1 expression was induced in CD39 ASO-treated intratumoral CD8+ T cells. Consequently, CD39 ASO treatment demonstrated potent reduction in tumor growth in combination with anti-PD-1 treatment. Conclusion Targeting of CD39 by ASOs represents a promising state-of-the art therapeutic approach to improve immune responses against tumors. Electronic supplementary material The online version of this article (10.1186/s40425-019-0545-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Abhishek S Kashyap
- Cancer Immunology, Department of Biomedicine, University Hospital Basel, Basel, Switzerland
| | | | - Richard Klar
- Secarna Pharmaceuticals GmbH, Planegg/Martinsried, Germany
| | - Sandra M Kallert
- Cancer Immunology, Department of Biomedicine, University Hospital Basel, Basel, Switzerland.,Present address: Novartis Institute of Biomedical Research, 4002, Basel, Switzerland
| | - Julia Festag
- Secarna Pharmaceuticals GmbH, Planegg/Martinsried, Germany
| | - Melanie Buchi
- Cancer Immunology, Department of Biomedicine, University Hospital Basel, Basel, Switzerland
| | | | - Monika Schell
- Secarna Pharmaceuticals GmbH, Planegg/Martinsried, Germany
| | - Sven Michel
- Secarna Pharmaceuticals GmbH, Planegg/Martinsried, Germany
| | | | - Alfred Zippelius
- Cancer Immunology, Department of Biomedicine, University Hospital Basel, Basel, Switzerland. .,Medical Oncology, University Hospital Basel, Basel, Switzerland.
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706
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Immunological and clinical implications of immune checkpoint blockade in human cancer. Arch Pharm Res 2019; 42:567-581. [DOI: 10.1007/s12272-019-01140-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 02/28/2019] [Indexed: 12/20/2022]
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707
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Abstract
Checkpoint inhibitor-based immunotherapies that target cytotoxic T lymphocyte antigen 4 (CTLA4) or the programmed cell death 1 (PD1) pathway have achieved impressive success in the treatment of different cancer types. Yet, only a subset of patients derive clinical benefit. It is thus critical to understand the determinants driving response, resistance and adverse effects. In this Review, we discuss recent work demonstrating that immune checkpoint inhibitor efficacy is affected by a combination of factors involving tumour genomics, host germline genetics, PD1 ligand 1 (PDL1) levels and other features of the tumour microenvironment, as well as the gut microbiome. We focus on recently identified molecular and cellular determinants of response. A better understanding of how these variables cooperate to affect tumour-host interactions is needed to optimize the implementation of precision immunotherapy.
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Affiliation(s)
- Jonathan J Havel
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunogenomics and Precision Oncology Platform, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Diego Chowell
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunogenomics and Precision Oncology Platform, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Timothy A Chan
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Immunogenomics and Precision Oncology Platform, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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708
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Huang AC, Orlowski RJ, Xu X, Mick R, George SM, Yan PK, Manne S, Kraya AA, Wubbenhorst B, Dorfman L, D'Andrea K, Wenz BM, Liu S, Chilukuri L, Kozlov A, Carberry M, Giles L, Kier MW, Quagliarello F, McGettigan S, Kreider K, Annamalai L, Zhao Q, Mogg R, Xu W, Blumenschein WM, Yearley JH, Linette GP, Amaravadi RK, Schuchter LM, Herati RS, Bengsch B, Nathanson KL, Farwell MD, Karakousis GC, Wherry EJ, Mitchell TC. A single dose of neoadjuvant PD-1 blockade predicts clinical outcomes in resectable melanoma. Nat Med 2019; 25:454-461. [PMID: 30804515 PMCID: PMC6699626 DOI: 10.1038/s41591-019-0357-y] [Citation(s) in RCA: 447] [Impact Index Per Article: 89.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 01/15/2019] [Indexed: 02/06/2023]
Abstract
Immunologic responses to anti-PD-1 therapy in melanoma patients occur rapidly with pharmacodynamic T cell responses detectable in blood by 3 weeks. It is unclear, however, whether these early blood-based observations translate to the tumor microenvironment. We conducted a study of neoadjuvant/adjuvant anti-PD-1 therapy in stage III/IV melanoma. We hypothesized that immune reinvigoration in the tumor would be detectable at 3 weeks and that this response would correlate with disease-free survival. We identified a rapid and potent anti-tumor response, with 8 of 27 patients experiencing a complete or major pathological response after a single dose of anti-PD-1, all of whom remain disease free. These rapid pathologic and clinical responses were associated with accumulation of exhausted CD8 T cells in the tumor at 3 weeks, with reinvigoration in the blood observed as early as 1 week. Transcriptional analysis demonstrated a pretreatment immune signature (neoadjuvant response signature) that was associated with clinical benefit. In contrast, patients with disease recurrence displayed mechanisms of resistance including immune suppression, mutational escape, and/or tumor evolution. Neoadjuvant anti-PD-1 treatment is effective in high-risk resectable stage III/IV melanoma. Pathological response and immunological analyses after a single neoadjuvant dose can be used to predict clinical outcome and to dissect underlying mechanisms in checkpoint blockade.
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Affiliation(s)
- Alexander C Huang
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Parker Institute for Cancer Immunotherapy at University of Pennsylvania, Philadelphia, PA, USA.
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Robert J Orlowski
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - Xiaowei Xu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rosemarie Mick
- Parker Institute for Cancer Immunotherapy at University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sangeeth M George
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - Patrick K Yan
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sasikanth Manne
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Adam A Kraya
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bradley Wubbenhorst
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Liza Dorfman
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kurt D'Andrea
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brandon M Wenz
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Shujing Liu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lakshmi Chilukuri
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Andrew Kozlov
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mary Carberry
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lydia Giles
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Melanie W Kier
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Felix Quagliarello
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Stem Cell Technologies, Vancouver, British Columbia, Canada
| | - Suzanne McGettigan
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kristin Kreider
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Qing Zhao
- Merck Research Laboratories, Kenilworth, NJ, USA
| | - Robin Mogg
- Merck Research Laboratories, Kenilworth, NJ, USA
- Bill & Melinda Gates Medical Research Institute, Cambridge, MA, USA
| | - Wei Xu
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Gerald P Linette
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Parker Institute for Cancer Immunotherapy at University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ravi K Amaravadi
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lynn M Schuchter
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ramin S Herati
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bertram Bengsch
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Medicine II, Gastroenterology, Hepatology, Endocrinology, and Infectious Diseases, University Medical Center Freiburg, Freiburg, Germany
| | - Katherine L Nathanson
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Parker Institute for Cancer Immunotherapy at University of Pennsylvania, Philadelphia, PA, USA
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael D Farwell
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Giorgos C Karakousis
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - E John Wherry
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Parker Institute for Cancer Immunotherapy at University of Pennsylvania, Philadelphia, PA, USA.
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Tara C Mitchell
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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709
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Hofman P, Badoual C, Henderson F, Berland L, Hamila M, Long-Mira E, Lassalle S, Roussel H, Hofman V, Tartour E, Ilié M. Multiplexed Immunohistochemistry for Molecular and Immune Profiling in Lung Cancer-Just About Ready for Prime-Time? Cancers (Basel) 2019; 11:cancers11030283. [PMID: 30818873 PMCID: PMC6468415 DOI: 10.3390/cancers11030283] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 02/23/2019] [Accepted: 02/25/2019] [Indexed: 12/31/2022] Open
Abstract
As targeted molecular therapies and immuno-oncology have become pivotal in the management of patients with lung cancer, the essential requirement for high throughput analyses and clinical validation of biomarkers has become even more intense, with response rates maintained in the 20%–30% range. Moreover, the list of treatment alternatives, including combination therapies, is rapidly evolving. The molecular profiling and specific tumor-associated immune contexture may be predictive of response or resistance to these therapeutic strategies. Multiplexed immunohistochemistry is an effective and proficient approach to simultaneously identify specific proteins or molecular abnormalities, to determine the spatial distribution and activation state of immune cells, as well as the presence of immunoactive molecular expression. This method is highly advantageous for investigating immune evasion mechanisms and discovering potential biomarkers to assess mechanisms of action and to predict response to a given treatment. This review provides views on the current technological status and evidence for clinical applications of multiplexing and how it could be applied to optimize clinical management of patients with lung cancer.
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Affiliation(s)
- Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
- Team 4, Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM U1081/UMR CNRS 7284, FHU OncoAge, Université Côte d'Azur, Nice 06107, France.
| | - Cécile Badoual
- Department of Pathology, Hôpital Européen Georges Pompidou, APHP, Paris 75015, France.
- INSERM U970, Université Paris Descartes Sorbonne Paris-Cité, Paris 75015, France.
| | - Fiona Henderson
- Department EMEA, Indica Labs, 2469 Corrales Rd Bldg. A-3 Corrales, NM 87048, USA.
| | - Léa Berland
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
| | - Marame Hamila
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
| | - Elodie Long-Mira
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
- Team 4, Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM U1081/UMR CNRS 7284, FHU OncoAge, Université Côte d'Azur, Nice 06107, France.
| | - Sandra Lassalle
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
- Team 4, Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM U1081/UMR CNRS 7284, FHU OncoAge, Université Côte d'Azur, Nice 06107, France.
| | - Hélène Roussel
- Department of Pathology, Hôpital Européen Georges Pompidou, APHP, Paris 75015, France.
- INSERM U970, Université Paris Descartes Sorbonne Paris-Cité, Paris 75015, France.
| | - Véronique Hofman
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
- Team 4, Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM U1081/UMR CNRS 7284, FHU OncoAge, Université Côte d'Azur, Nice 06107, France.
| | - Eric Tartour
- INSERM U970, Université Paris Descartes Sorbonne Paris-Cité, Paris 75015, France.
- Department of Immunology, Hôpital Européen Georges Pompidou, Paris 75015, France.
| | - Marius Ilié
- Laboratory of Clinical and Experimental Pathology, Hospital-Integrated Biobank (BB-0033-00025), Nice Hospital University, FHU OncoAge, Université Côte d'Azur, Nice 06000, France.
- Team 4, Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM U1081/UMR CNRS 7284, FHU OncoAge, Université Côte d'Azur, Nice 06107, France.
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710
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Miller BC, Sen DR, Al Abosy R, Bi K, Virkud YV, LaFleur MW, Yates KB, Lako A, Felt K, Naik GS, Manos M, Gjini E, Kuchroo JR, Ishizuka JJ, Collier JL, Griffin GK, Maleri S, Comstock DE, Weiss SA, Brown FD, Panda A, Zimmer MD, Manguso RT, Hodi FS, Rodig SJ, Sharpe AH, Haining WN. Subsets of exhausted CD8 + T cells differentially mediate tumor control and respond to checkpoint blockade. Nat Immunol 2019; 20:326-336. [PMID: 30778252 DOI: 10.1038/s41590-019-0312-6] [Citation(s) in RCA: 1093] [Impact Index Per Article: 218.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 01/03/2019] [Indexed: 12/15/2022]
Abstract
T cell dysfunction is a hallmark of many cancers, but the basis for T cell dysfunction and the mechanisms by which antibody blockade of the inhibitory receptor PD-1 (anti-PD-1) reinvigorates T cells are not fully understood. Here we show that such therapy acts on a specific subpopulation of exhausted CD8+ tumor-infiltrating lymphocytes (TILs). Dysfunctional CD8+ TILs possess canonical epigenetic and transcriptional features of exhaustion that mirror those seen in chronic viral infection. Exhausted CD8+ TILs include a subpopulation of 'progenitor exhausted' cells that retain polyfunctionality, persist long term and differentiate into 'terminally exhausted' TILs. Consequently, progenitor exhausted CD8+ TILs are better able to control tumor growth than are terminally exhausted T cells. Progenitor exhausted TILs can respond to anti-PD-1 therapy, but terminally exhausted TILs cannot. Patients with melanoma who have a higher percentage of progenitor exhausted cells experience a longer duration of response to checkpoint-blockade therapy. Thus, approaches to expand the population of progenitor exhausted CD8+ T cells might be an important component of improving the response to checkpoint blockade.
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Affiliation(s)
- Brian C Miller
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Debattama R Sen
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Rose Al Abosy
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kevin Bi
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yamini V Virkud
- Division of Pediatric Allergy and Immunology, Massachusetts General Hospital, Boston, MA, USA
| | - Martin W LaFleur
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Kathleen B Yates
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ana Lako
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristen Felt
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Girish S Naik
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael Manos
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Evisa Gjini
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Juhi R Kuchroo
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Jeffrey J Ishizuka
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jenna L Collier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Gabriel K Griffin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Seth Maleri
- Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Dawn E Comstock
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Sarah A Weiss
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Flavian D Brown
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - Arpit Panda
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | - F Stephen Hodi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Scott J Rodig
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Arlene H Sharpe
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA, USA.,Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
| | - W Nicholas Haining
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA. .,Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Division of Medical Sciences, Harvard Medical School, Boston, MA, USA.
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711
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Kim SH, Go SI, Song DH, Park SW, Kim HR, Jang I, Kim JD, Lee JS, Lee GW. Prognostic impact of CD8 and programmed death-ligand 1 expression in patients with resectable non-small cell lung cancer. Br J Cancer 2019; 120:547-554. [PMID: 30745585 PMCID: PMC6461857 DOI: 10.1038/s41416-019-0398-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 01/16/2019] [Accepted: 01/21/2019] [Indexed: 12/18/2022] Open
Abstract
Background The prognostic impact of the expression of CD8 and programmed death-ligand 1 (PD-L1) has not been established in patients with resectable non-small cell lung cancer (NSCLC). Methods Surgical tissue specimens were obtained from 136 patients with NSCLC who underwent surgical resection. The expression levels of CD8 and PD-L1 were assessed using tissue microarrays and immunohistochemistry. Results The CD8-positive group showed significant increases in overall survival (OS) (median, not reached [NR] vs. 28.452 months) and relapse-free survival (RFS) (median, NR vs. 14.916 months) compared with the CD8-negative group. In contrast to CD8, the PD-L1-negative group demonstrated significant increases in OS (median, NR vs. 29.405 months) and RFS (median, 63.573 vs. 17.577 months) compared with the PD-L1-positive group. Two prognostic groups were stratified according to CD8/PD-L1 expression: group 1 (CD8-positive/PD-L1-negative) vs. group 2 (CD8/PD-L1: positive/positive, negative/negative, negative/positive). Group 1 had better OS (median, NR vs. 29.405 months) and RFS (median, NR vs. 17.577 months) than group 2. Multivariate analysis indicated that group 1 constituted an independent favourable prognostic factor for OS (hazard ratio [HR], 0.329, p = 0.001) and RFS (HR, 0.293; p < 0.001). Conclusions Positive CD8 and negative PD-L1 expression together may be favourable prognostic markers in resectable NSCLC.
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Affiliation(s)
- Seok-Hyun Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Samsung Changwon Hospital, Sungkyunkwan University School of Medicine, Changwon, 51353, Republic of Korea
| | - Se-Il Go
- Division of Hematology-Oncology, Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, 51472, Republic of Korea
| | - Dae Hyun Song
- Department of Pathology, Gyeongsang National University Changwon Hospital, Gyeongsang National University School of Medicine, Changwon, 51472, Republic of Korea
| | - Sung Woo Park
- Division of Hematology-Oncology, Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea
| | - Hye Ree Kim
- Division of Hematology-Oncology, Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea
| | - Inseok Jang
- Department of Thoracic and Cardiovascular Surgery, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea
| | - Jong Duk Kim
- Department of Thoracic and Cardiovascular Surgery, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea
| | - Jong Sil Lee
- Department of Pathology, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea
| | - Gyeong-Won Lee
- Division of Hematology-Oncology, Department of Internal Medicine, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju, 52727, Republic of Korea.
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712
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Martinez M, Moon EK. CAR T Cells for Solid Tumors: New Strategies for Finding, Infiltrating, and Surviving in the Tumor Microenvironment. Front Immunol 2019; 10:128. [PMID: 30804938 PMCID: PMC6370640 DOI: 10.3389/fimmu.2019.00128] [Citation(s) in RCA: 523] [Impact Index Per Article: 104.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 01/16/2019] [Indexed: 12/26/2022] Open
Abstract
Chimeric antigen receptor (CAR) T cells, T cells that have been genetically engineered to express a receptor that recognizes a specific antigen, have given rise to breakthroughs in treating hematological malignancies. However, their success in treating solid tumors has been limited. The unique challenges posed to CAR T cell therapy by solid tumors can be described in three steps: finding, entering, and surviving in the tumor. The use of dual CAR designs that recognize multiple antigens at once and local administration of CAR T cells are both strategies that have been used to overcome the hurdle of localization to the tumor. Additionally, the immunosuppressive tumor microenvironment has implications for T cell function in terms of differentiation and exhaustion, and combining CARs with checkpoint blockade or depletion of other suppressive factors in the microenvironment has shown very promising results to mitigate the phenomenon of T cell exhaustion. Finally, identifying and overcoming mechanisms associated with dysfunction in CAR T cells is of vital importance to generating CAR T cells that can proliferate and successfully eliminate tumor cells. The structure and costimulatory domains chosen for the CAR may play an important role in the overall function of CAR T cells in the TME, and “armored” CARs that secrete cytokines and third- and fourth-generation CARs with multiple costimulatory domains offer ways to enhance CAR T cell function.
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Affiliation(s)
- Marina Martinez
- Perelman School of Medicine, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, United States
| | - Edmund Kyung Moon
- Perelman School of Medicine, Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, United States
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713
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Siddiqui I, Schaeuble K, Chennupati V, Fuertes Marraco SA, Calderon-Copete S, Pais Ferreira D, Carmona SJ, Scarpellino L, Gfeller D, Pradervand S, Luther SA, Speiser DE, Held W. Intratumoral Tcf1 +PD-1 +CD8 + T Cells with Stem-like Properties Promote Tumor Control in Response to Vaccination and Checkpoint Blockade Immunotherapy. Immunity 2019; 50:195-211.e10. [PMID: 30635237 DOI: 10.1016/j.immuni.2018.12.021] [Citation(s) in RCA: 859] [Impact Index Per Article: 171.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 11/02/2018] [Accepted: 12/17/2018] [Indexed: 12/31/2022]
Abstract
Checkpoint blockade mediates a proliferative response of tumor-infiltrating CD8+ T lymphocytes (TILs). The origin of this response has remained elusive because chronic activation promotes terminal differentiation or exhaustion of tumor-specific T cells. Here we identified a subset of tumor-reactive TILs bearing hallmarks of exhausted cells and central memory cells, including expression of the checkpoint protein PD-1 and the transcription factor Tcf1. Tcf1+PD-1+ TILs mediated the proliferative response to immunotherapy, generating both Tcf1+PD-1+ and differentiated Tcf1-PD-1+ cells. Ablation of Tcf1+PD-1+ TILs restricted responses to immunotherapy. Tcf1 was not required for the generation of Tcf1+PD-1+ TILs but was essential for the stem-like functions of these cells. Human TCF1+PD-1+ cells were detected among tumor-reactive CD8+ T cells in the blood of melanoma patients and among TILs of primary melanomas. Thus, immune checkpoint blockade relies not on reversal of T cell exhaustion programs, but on the proliferation of a stem-like TIL subset.
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Affiliation(s)
- Imran Siddiqui
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland
| | - Karin Schaeuble
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland
| | - Vijaykumar Chennupati
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland
| | | | - Sandra Calderon-Copete
- Lausanne Genomic Technologies Facility (LGTF), University of Lausanne, 1015 Lausanne, Switzerland
| | - Daniela Pais Ferreira
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland
| | - Santiago J Carmona
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1066 Epalinges, Switzerland; Swiss Institute of Bioinformatics (SIB), 1015 Lausanne, Switzerland
| | | | - David Gfeller
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1066 Epalinges, Switzerland; Swiss Institute of Bioinformatics (SIB), 1015 Lausanne, Switzerland
| | - Sylvain Pradervand
- Lausanne Genomic Technologies Facility (LGTF), University of Lausanne, 1015 Lausanne, Switzerland
| | - Sanjiv A Luther
- Department of Biochemistry, University of Lausanne, 1066 Epalinges, Switzerland
| | - Daniel E Speiser
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland
| | - Werner Held
- Department of Oncology UNIL CHUV, University of Lausanne, 1066 Epalinges, Switzerland.
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714
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Li H, van der Leun AM, Yofe I, Lubling Y, Gelbard-Solodkin D, van Akkooi ACJ, van den Braber M, Rozeman EA, Haanen JBAG, Blank CU, Horlings HM, David E, Baran Y, Bercovich A, Lifshitz A, Schumacher TN, Tanay A, Amit I. Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment within Human Melanoma. Cell 2018; 176:775-789.e18. [PMID: 30595452 DOI: 10.1016/j.cell.2018.11.043] [Citation(s) in RCA: 655] [Impact Index Per Article: 109.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 11/08/2018] [Accepted: 11/28/2018] [Indexed: 12/29/2022]
Abstract
Tumor immune cell compositions play a major role in response to immunotherapy, but the heterogeneity and dynamics of immune infiltrates in human cancer lesions remain poorly characterized. Here, we identify conserved intratumoral CD4 and CD8 T cell behaviors in scRNA-seq data from 25 melanoma patients. We discover a large population of CD8 T cells showing continuous progression from an early effector "transitional" into a dysfunctional T cell state. CD8 T cells that express a complete cytotoxic gene set are rare, and TCR sharing data suggest their independence from the transitional and dysfunctional cell states. Notably, we demonstrate that dysfunctional T cells are the major intratumoral proliferating immune cell compartment and that the intensity of the dysfunctional signature is associated with tumor reactivity. Our data demonstrate that CD8 T cells previously defined as exhausted are in fact a highly proliferating, clonal, and dynamically differentiating cell population within the human tumor microenvironment.
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Affiliation(s)
- Hanjie Li
- Department of Immunology, Weizmann Institute, Rehovot, Israel
| | - Anne M van der Leun
- Department of Molecular Oncology and Immunology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ido Yofe
- Department of Immunology, Weizmann Institute, Rehovot, Israel
| | - Yaniv Lubling
- Department of Computer Science and Applied Mathematics and Department of Biological Regulation, Weizmann Institute, Rehovot, Israel
| | | | - Alexander C J van Akkooi
- Department of Surgical Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Marlous van den Braber
- Department of Molecular Oncology and Immunology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Elisa A Rozeman
- Department of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Medical Oncology Department, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - John B A G Haanen
- Department of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Medical Oncology Department, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Christian U Blank
- Department of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Medical Oncology Department, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Hugo M Horlings
- Department of Pathology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Eyal David
- Department of Immunology, Weizmann Institute, Rehovot, Israel
| | - Yael Baran
- Department of Computer Science and Applied Mathematics and Department of Biological Regulation, Weizmann Institute, Rehovot, Israel
| | - Akhiad Bercovich
- Department of Computer Science and Applied Mathematics and Department of Biological Regulation, Weizmann Institute, Rehovot, Israel
| | - Aviezer Lifshitz
- Department of Computer Science and Applied Mathematics and Department of Biological Regulation, Weizmann Institute, Rehovot, Israel
| | - Ton N Schumacher
- Department of Molecular Oncology and Immunology, Oncode Institute, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Amos Tanay
- Department of Computer Science and Applied Mathematics and Department of Biological Regulation, Weizmann Institute, Rehovot, Israel.
| | - Ido Amit
- Department of Immunology, Weizmann Institute, Rehovot, Israel.
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715
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Clutton G, Mollan K, Hudgens M, Goonetilleke N. A Reproducible, Objective Method Using MitoTracker® Fluorescent Dyes to Assess Mitochondrial Mass in T Cells by Flow Cytometry. Cytometry A 2018; 95:450-456. [PMID: 30576071 PMCID: PMC6461488 DOI: 10.1002/cyto.a.23705] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 10/19/2018] [Accepted: 12/04/2018] [Indexed: 12/11/2022]
Abstract
MitoTracker ® dyes are fluorescent compounds that allow cellular mitochondrial content to be measured semi‐quantitatively by flow cytometry and have been used extensively in immunology publications. However, the parameters commonly reported, mean or median fluorescence intensity and percentage of cells that are MitoTracker® “high”, can be influenced by variability in cytometer setup, dye stability, and operator subjectivity, making it difficult to compare data between experiments. Here, we describe a method to identify MitoTracker® “high” populations in an objective manner. When analyzing data, we first removed outliers using a pre‐specified threshold, determined the fluorescence intensity of the brightest and dimmest events to obtain the fluorescence range and then gated cells within the top 90% of this range. This strategy substantially reduced variability between technical replicates and produced consistent results when data were analyzed by different operators. Consistent with previous reports and other analysis strategies, this analysis method demonstrated that within an individual, CD4+ T cells exhibit significantly higher mitochondrial mass than CD8+ T cells. Objective gating increases the reliability and utility of data generated using MitoTracker® dyes. © 2018 The Authors. Cytometry Part A published by Wiley Periodicals, Inc. on behalf of International Society for Advancement of Cytometry.
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Affiliation(s)
- Genevieve Clutton
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, North Carolina, 27599
| | - Katie Mollan
- The University of North Carolina Center for AIDS Research, Chapel Hill, North Carolina
| | - Michael Hudgens
- Department of Biostatistics, The University of North Carolina, Chapel Hill, North Carolina
| | - Nilu Goonetilleke
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, North Carolina, 27599.,UNC HIV Cure Center, UNC Institute of Global Health and Infectious Diseases, Chapel Hill, North Carolina
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716
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Abstract
Malignant transformation of cells depends on accumulation of DNA damage. Over the past years we have learned that the T cell-based immune system frequently responds to the neoantigens that arise as a consequence of this DNA damage. Furthermore, recognition of neoantigens appears an important driver of the clinical activity of both T cell checkpoint blockade and adoptive T cell therapy as cancer immunotherapies. Here we review the evidence for the relevance of cancer neoantigens in tumor control and the biological properties of these antigens. We discuss recent technological advances utilized to identify neoantigens, and the T cells that recognize them, in individual patients. Finally, we discuss strategies that can be employed to exploit cancer neoantigens in clinical interventions.
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Affiliation(s)
- Ton N Schumacher
- Division of Molecular Oncology and Immunology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands; , .,Oncode Institute, 3521AL Utrecht, The Netherlands
| | - Wouter Scheper
- Division of Molecular Oncology and Immunology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands; , .,Oncode Institute, 3521AL Utrecht, The Netherlands
| | - Pia Kvistborg
- Division of Molecular Oncology and Immunology, The Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands; ,
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717
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Darvin P, Toor SM, Sasidharan Nair V, Elkord E. Immune checkpoint inhibitors: recent progress and potential biomarkers. Exp Mol Med 2018; 50:1-11. [PMID: 30546008 PMCID: PMC6292890 DOI: 10.1038/s12276-018-0191-1] [Citation(s) in RCA: 1317] [Impact Index Per Article: 219.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2018] [Revised: 08/22/2018] [Accepted: 09/19/2018] [Indexed: 02/07/2023] Open
Abstract
Cancer growth and progression are associated with immune suppression. Cancer cells have the ability to activate different immune checkpoint pathways that harbor immunosuppressive functions. Monoclonal antibodies that target immune checkpoints provided an immense breakthrough in cancer therapeutics. Among the immune checkpoint inhibitors, PD-1/PD-L1 and CTLA-4 inhibitors showed promising therapeutic outcomes, and some have been approved for certain cancer treatments, while others are under clinical trials. Recent reports have shown that patients with various malignancies benefit from immune checkpoint inhibitor treatment. However, mainstream initiation of immune checkpoint therapy to treat cancers is obstructed by the low response rate and immune-related adverse events in some cancer patients. This has given rise to the need for developing sets of biomarkers that predict the response to immune checkpoint blockade and immune-related adverse events. In this review, we discuss different predictive biomarkers for anti-PD-1/PD-L1 and anti-CTLA-4 inhibitors, including immune cells, PD-L1 overexpression, neoantigens, and genetic and epigenetic signatures. Potential approaches for further developing highly reliable predictive biomarkers should facilitate patient selection for and decision-making related to immune checkpoint inhibitor-based therapies.
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Affiliation(s)
- Pramod Darvin
- Cancer Research Center, Qatar Biomedical Research Institute, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Salman M Toor
- Cancer Research Center, Qatar Biomedical Research Institute, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Varun Sasidharan Nair
- Cancer Research Center, Qatar Biomedical Research Institute, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Eyad Elkord
- Cancer Research Center, Qatar Biomedical Research Institute, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar.
- Institute of Cancer Sciences, University of Manchester, Manchester, UK.
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718
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Davidson TB, Lee A, Hsu M, Sedighim S, Orpilla J, Treger J, Mastall M, Roesch S, Rapp C, Galvez M, Mochizuki A, Antonios J, Garcia A, Kotecha N, Bayless N, Nathanson D, Wang A, Everson R, Yong WH, Cloughesy TF, Liau LM, Herold-Mende C, Prins RM. Expression of PD-1 by T Cells in Malignant Glioma Patients Reflects Exhaustion and Activation. Clin Cancer Res 2018; 25:1913-1922. [PMID: 30498094 DOI: 10.1158/1078-0432.ccr-18-1176] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 08/27/2018] [Accepted: 11/26/2018] [Indexed: 12/16/2022]
Abstract
PURPOSE Glioblastoma (GBM) is the most common primary malignant tumor in the central nervous system. Our recent preclinical work has suggested that PD-1/PD-L1 plays an important immunoregulatory role to limit effective antitumor T-cell responses induced by active immunotherapy. However, little is known about the functional role that PD-1 plays on human T lymphocytes in patients with malignant glioma.Experimental Design: In this study, we examined the immune landscape and function of PD-1 expression by T cells from tumor and peripheral blood in patients with malignant glioma. RESULTS We found several differences between PD-1+ tumor-infiltrating lymphocytes (TIL) and patient-matched PD-1+ peripheral blood T lymphocytes. Phenotypically, PD-1+ TILs exhibited higher expression of markers of activation and exhaustion than peripheral blood PD-1+ T cells, which instead had increased markers of memory. A comparison of the T-cell receptor variable chain populations revealed decreased diversity in T cells that expressed PD-1, regardless of the location obtained. Functionally, peripheral blood PD-1+ T cells had a significantly increased proliferative capacity upon activation compared with PD-1- T cells. CONCLUSIONS Our evidence suggests that PD-1 expression in patients with glioma reflects chronically activated effector T cells that display hallmarks of memory and exhaustion depending on its anatomic location. The decreased diversity in PD-1+ T cells suggests that the PD-1-expressing population has a narrower range of cognate antigen targets compared with the PD-1 nonexpression population. This information can be used to inform how we interpret immune responses to PD-1-blocking therapies or other immunotherapies.
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Affiliation(s)
- Tom B Davidson
- Department of Pediatrics, Division of Hematology-Oncology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Alexander Lee
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Melody Hsu
- Department of Pediatrics, Division of Hematology-Oncology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Shaina Sedighim
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Joey Orpilla
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Janet Treger
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Max Mastall
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | - Saskia Roesch
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | - Carmen Rapp
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | - Mildred Galvez
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Aaron Mochizuki
- Department of Pediatrics, Division of Hematology-Oncology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Joseph Antonios
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Alejandro Garcia
- Department of Medicine/Division of Hematology-Oncology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Nikesh Kotecha
- Parker Institute for Cancer Immunotherapy, San Francisco, California
| | - Nicholas Bayless
- Parker Institute for Cancer Immunotherapy, San Francisco, California
| | - David Nathanson
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Anthony Wang
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Richard Everson
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - William H Yong
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Timothy F Cloughesy
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Department of Neurology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Linda M Liau
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Brain Research Institute, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
| | - Christel Herold-Mende
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, Heidelberg, Germany
| | - Robert M Prins
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California. .,Department of Neurosurgery, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California.,Parker Institute for Cancer Immunotherapy, San Francisco, California.,Brain Research Institute, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California
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719
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Menard LC, Fischer P, Kakrecha B, Linsley PS, Wambre E, Liu MC, Rust BJ, Lee D, Penhallow B, Manjarrez Orduno N, Nadler SG. Renal Cell Carcinoma (RCC) Tumors Display Large Expansion of Double Positive (DP) CD4+CD8+ T Cells With Expression of Exhaustion Markers. Front Immunol 2018; 9:2728. [PMID: 30534127 PMCID: PMC6275222 DOI: 10.3389/fimmu.2018.02728] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 11/05/2018] [Indexed: 02/01/2023] Open
Abstract
Checkpoint inhibitors target the inhibitory receptors expressed by tumor-infiltrating T cells in order to reinvigorate an anti-tumor immune response. Therefore, understanding T cell composition and phenotype in human tumors is crucial. We analyzed by flow cytometry tumor-infiltrating lymphocytes (TILs) from two independent cohorts of patients with different cancer types, including RCC, lung, and colon cancer. In healthy donors, peripheral T cells are usually either CD4+ or CD8+ with a small percentage of CD4+ CD8+ DP cells (<5%). Compared to several other cancer types, including lung, and colorectal cancers, TILs from about a third of RCC patients showed an increased proportion of DP CD4+CD8+ T cells (>5%, reaching 30–50% of T cells in some patients). These DP T cells have an effector memory phenotype and express CD38, 4-1BB, and HLA-DR, suggesting antigen-driven expansion. In fact, TCR sequencing analysis revealed a high degree of clonality in DP T cells. Additionally, there were high levels of PD-1 and TIM-3 expression on DP T cells, which correlated with higher expression of PD-1 and TIM-3 in conventional single positive CD8 T cells from the same patients. These results suggest that DP T cells could be dysfunctional tumor-specific T cells with the potential to be reactivated by checkpoint inhibitors.
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Affiliation(s)
- Laurence C Menard
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
| | - Paul Fischer
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
| | - Bijal Kakrecha
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
| | - Peter S Linsley
- Benaroya Research Institute at Virginia Mason, Seattle, WA, United States
| | - Erik Wambre
- Benaroya Research Institute at Virginia Mason, Seattle, WA, United States
| | - Maochang C Liu
- Benaroya Research Institute at Virginia Mason, Seattle, WA, United States
| | - Blake J Rust
- Benaroya Research Institute at Virginia Mason, Seattle, WA, United States
| | - Deborah Lee
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
| | - Becky Penhallow
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
| | | | - Steven G Nadler
- Translational Medicine, Bristol-Myers Squibb, Princeton, NJ, United States
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720
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Oja AE, Piet B, van der Zwan D, Blaauwgeers H, Mensink M, de Kivit S, Borst J, Nolte MA, van Lier RAW, Stark R, Hombrink P. Functional Heterogeneity of CD4 + Tumor-Infiltrating Lymphocytes With a Resident Memory Phenotype in NSCLC. Front Immunol 2018; 9:2654. [PMID: 30505306 PMCID: PMC6250821 DOI: 10.3389/fimmu.2018.02654] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 10/29/2018] [Indexed: 11/13/2022] Open
Abstract
Resident memory T cells (TRM) inhabit peripheral tissues and are critical for protection against localized infections. Recently, it has become evident that CD103+ TRM are not only important in combating secondary infections, but also for the elimination of tumor cells. In several solid cancers, intratumoral CD103+CD8+ tumor infiltrating lymphocytes (TILs), with TRM properties, are a positive prognostic marker. To better understand the role of TRM in tumors, we performed a detailed characterization of CD8+ and CD4+ TIL phenotype and functional properties in non-small cell lung cancer (NSCLC). Frequencies of CD8+ and CD4+ T cell infiltrates in tumors were comparable, but we observed a sharp contrast in TRM ratios compared to surrounding lung tissue. The majority of both CD4+ and CD8+ TILs expressed CD69 and a subset also expressed CD103, both hallmarks of TRM. While CD103+CD8+ T cells were enriched in tumors, CD103+CD4+ T cell frequencies were decreased compared to surrounding lung tissue. Furthermore, CD103+CD4+ and CD103+CD8+ TILs showed multiple characteristics of TRM, such as elevated expression of CXCR6 and CD49a, and decreased expression of T-bet and Eomes. In line with the immunomodulatory role of the tumor microenvironment, CD8+ and CD4+ TILs expressed high levels of inhibitory receptors 2B4, CTLA-4, and PD-1, with the highest levels found on CD103+ TILs. Strikingly, CD103+CD4+ TILs were the most potent producers of TNF-α and IFN-γ, while other TIL subsets lacked such cytokine production. Whereas, CD103+CD4+PD-1low TILs produced the most effector cytokines, CD103+CD4+PD-1++ and CD69+CD4+PD-1++ TILs produced CXCL13. Furthermore, a large proportion of TILs expressed co-stimulatory receptors CD27 and CD28, unlike lung TRM, suggesting a less differentiated phenotype. Agonistic triggering of these receptors improved cytokine production of CD103+CD4+ and CD69+CD8+ TILs. Our findings thus provide a rationale to target CD103+CD4+ TILs and add co-stimulation to current therapies to improve the efficacy of immunotherapies and cancer vaccines.
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Affiliation(s)
- Anna E Oja
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Berber Piet
- Department of Respiratory Medicine, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - David van der Zwan
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Hans Blaauwgeers
- Department of Pathology, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - Mark Mensink
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Sander de Kivit
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Jannie Borst
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - Martijn A Nolte
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - René A W van Lier
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Regina Stark
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Pleun Hombrink
- Sanquin Research, Department of Hematopoiesis, and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
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721
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Wong YNS, Joshi K, Khetrapal P, Ismail M, Reading JL, Sunderland MW, Georgiou A, Furness AJS, Ben Aissa A, Ghorani E, Oakes T, Uddin I, Tan WS, Feber A, McGovern U, Swanton C, Freeman A, Marafioti T, Briggs TP, Kelly JD, Powles T, Peggs KS, Chain BM, Linch MD, Quezada SA. Urine-derived lymphocytes as a non-invasive measure of the bladder tumor immune microenvironment. J Exp Med 2018; 215:2748-2759. [PMID: 30257862 PMCID: PMC6219732 DOI: 10.1084/jem.20181003] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 08/03/2018] [Accepted: 09/05/2018] [Indexed: 12/19/2022] Open
Abstract
Despite the advances in cancer immunotherapy, only a fraction of patients with bladder cancer exhibit responses to checkpoint blockade, highlighting a need to better understand drug resistance and identify rational immunotherapy combinations. However, accessibility to the tumor prior and during therapy is a major limitation in understanding the immune tumor microenvironment (TME). Herein, we identified urine-derived lymphocytes (UDLs) as a readily accessible source of T cells in 32 patients with muscle invasive bladder cancer (MIBC). We observed that effector CD8+ and CD4+ cells and regulatory T cells within the urine accurately map the immune checkpoint landscape and T cell receptor repertoire of the TME. Finally, an increased UDL count, specifically high expression of PD-1 (PD-1hi) on CD8+ at the time of cystectomy, was associated with a shorter recurrence-free survival. UDL analysis represents a dynamic liquid biopsy that is representative of the bladder immune TME that may be used to identify actionable immuno-oncology (IO) targets with potential prognostic value in MIBC.
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Affiliation(s)
- Yien Ning Sophia Wong
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
- Department of Oncology, UCL Cancer Institute, London, England, UK
- Department of Oncology, University College London Hospital, London, England, UK
| | - Kroopa Joshi
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
- Division of Infection and Immunity, University College London, London, England, UK
- Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, London, England, UK
| | - Pramit Khetrapal
- Department of Urology, University College London Hospital at Westmoreland Street, London, England, UK
- Division of Surgical and Interventional Sciences, University College London, London, England, UK
| | - Mazlina Ismail
- Division of Infection and Immunity, University College London, London, England, UK
| | - James L Reading
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Mariana Werner Sunderland
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Andrew Georgiou
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Andrew J S Furness
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
- Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, London, England, UK
| | - Assma Ben Aissa
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Ehsan Ghorani
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Theres Oakes
- Division of Infection and Immunity, University College London, London, England, UK
| | - Imran Uddin
- Division of Infection and Immunity, University College London, London, England, UK
| | - Wei Shen Tan
- Department of Urology, University College London Hospital at Westmoreland Street, London, England, UK
- Division of Surgical and Interventional Sciences, University College London, London, England, UK
| | - Andrew Feber
- Division of Surgical and Interventional Sciences, University College London, London, England, UK
| | - Ursula McGovern
- Department of Oncology, University College London Hospital, London, England, UK
| | | | - Alex Freeman
- Department of Cellular Pathology, University College London Hospital, London, England, UK
| | - Teresa Marafioti
- Department of Cellular Pathology, University College London Hospital, London, England, UK
| | - Timothy P Briggs
- Department of Urology, University College London Hospital at Westmoreland Street, London, England, UK
| | - John D Kelly
- Department of Urology, University College London Hospital at Westmoreland Street, London, England, UK
- Division of Surgical and Interventional Sciences, University College London, London, England, UK
| | - Thomas Powles
- Centre for Experimental Cancer Medicine, Barts Cancer Institute, Queen Mary University of London, London, England, UK
| | - Karl S Peggs
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
| | - Benjamin M Chain
- Division of Infection and Immunity, University College London, London, England, UK
| | - Mark D Linch
- Department of Oncology, UCL Cancer Institute, London, England, UK
- Department of Oncology, University College London Hospital, London, England, UK
| | - Sergio A Quezada
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, England, UK
- Research Department of Haematology, UCL Cancer Institute, London, England, UK
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722
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Bucktrout SL, Bluestone JA, Ramsdell F. Recent advances in immunotherapies: from infection and autoimmunity, to cancer, and back again. Genome Med 2018; 10:79. [PMID: 30376867 PMCID: PMC6208073 DOI: 10.1186/s13073-018-0588-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
For at least 300 years the immune system has been targeted to improve human health. Decades of work advancing immunotherapies against infection and autoimmunity paved the way for the current explosion in cancer immunotherapies. Pathways targeted for therapeutic intervention in autoimmune diseases can be modulated in the opposite sense in malignancy and infectious disease. We discuss the basic principles of the immune response, how these are co-opted in chronic infection and malignancy, and how these can be harnessed to treat disease. T cells are at the center of immunotherapy. We consider the complexity of T cell functional subsets, differentiation states, and extrinsic and intrinsic influences in the design, success, and lessons from immunotherapies. The integral role of checkpoints in the immune response is highlighted by the rapid advances in FDA approvals and the use of therapeutics that target the CTLA-4 and PD-1/PD-L1 pathways. We discuss the distinct and overlapping mechanisms of CTLA-4 and PD-1 and how these can be translated to combination immunotherapy treatments. Finally, we discuss how the successes and challenges in cancer immunotherapies, such as the collateral damage of immune-related adverse events following checkpoint inhibition, are informing treatment of autoimmunity, infection, and malignancy.
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Affiliation(s)
- Samantha L Bucktrout
- Parker Institute of Cancer Immunotherapy, 1 Letterman Drive, San Francisco, CA, USA.
| | - Jeffrey A Bluestone
- Parker Institute of Cancer Immunotherapy, 1 Letterman Drive, San Francisco, CA, USA.,Diabetes Center, University of California, San Francisco, San Francisco, CA, 94129, USA
| | - Fred Ramsdell
- Parker Institute of Cancer Immunotherapy, 1 Letterman Drive, San Francisco, CA, USA.
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723
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Lineage tracking reveals dynamic relationships of T cells in colorectal cancer. Nature 2018; 564:268-272. [PMID: 30479382 DOI: 10.1038/s41586-018-0694-x] [Citation(s) in RCA: 669] [Impact Index Per Article: 111.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 10/19/2018] [Indexed: 01/26/2023]
Abstract
T cells are key elements of cancer immunotherapy1 but certain fundamental properties, such as the development and migration of T cells within tumours, remain unknown. The enormous T cell receptor (TCR) repertoire, which is required for the recognition of foreign and self-antigens2, could serve as lineage tags to track these T cells in tumours3. Here we obtained transcriptomes of 11,138 single T cells from 12 patients with colorectal cancer, and developed single T cell analysis by RNA sequencing and TCR tracking (STARTRAC) indices to quantitatively analyse the dynamic relationships among 20 identified T cell subsets with distinct functions and clonalities. Although both CD8+ effector and 'exhausted' T cells exhibited high clonal expansion, they were independently connected with tumour-resident CD8+ effector memory cells, implicating a TCR-based fate decision. Of the CD4+ T cells, most tumour-infiltrating T regulatory (Treg) cells showed clonal exclusivity, whereas certain Treg cell clones were developmentally linked to several T helper (TH) cell clones. Notably, we identified two IFNG+ TH1-like cell clusters in tumours that were associated with distinct IFNγ-regulating transcription factors -the GZMK+ effector memory T cells, which were associated with EOMES and RUNX3, and CXCL13+BHLHE40+ TH1-like cell clusters, which were associated with BHLHE40. Only CXCL13+BHLHE40+ TH1-like cells were preferentially enriched in patients with microsatellite-instable tumours, and this might explain their favourable responses to immune-checkpoint blockade. Furthermore, IGFLR1 was highly expressed in both CXCL13+BHLHE40+ TH1-like cells and CD8+ exhausted T cells and possessed co-stimulatory functions. Our integrated STARTRAC analyses provide a powerful approach to dissect the T cell properties in colorectal cancer comprehensively, and could provide insights into the dynamic relationships of T cells in other cancers.
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