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Goebel HH, Koch A, Radbruch H, Schmid S, Friebel E, Stenzel W, Heppner FL, Capper D. Meeting report of the 20th International Congress of Neuropathology (ICN) 2023 in Berlin. Brain Pathol 2024; 34:e13249. [PMID: 38417806 PMCID: PMC10901616 DOI: 10.1111/bpa.13249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 02/09/2024] [Indexed: 03/01/2024] Open
Affiliation(s)
- Hans H. Goebel
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Arend Koch
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Helena Radbruch
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Simone Schmid
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Ekaterina Friebel
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Werner Stenzel
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - Frank L. Heppner
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
| | - David Capper
- Department of NeuropathologyCharité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt‐Universität zu BerlinBerlinGermany
- German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ)HeidelbergGermany
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2
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Radke J, Meinhardt J, Aschman T, Chua RL, Farztdinov V, Lukassen S, Ten FW, Friebel E, Ishaque N, Franz J, Huhle VH, Mothes R, Peters K, Thomas C, Schneeberger S, Schumann E, Kawelke L, Jünger J, Horst V, Streit S, von Manitius R, Körtvélyessy P, Vielhaber S, Reinhold D, Hauser AE, Osterloh A, Enghard P, Ihlow J, Elezkurtaj S, Horst D, Kurth F, Müller MA, Gassen NC, Melchert J, Jechow K, Timmermann B, Fernandez-Zapata C, Böttcher C, Stenzel W, Krüger E, Landthaler M, Wyler E, Corman V, Stadelmann C, Ralser M, Eils R, Heppner FL, Mülleder M, Conrad C, Radbruch H. Proteomic and transcriptomic profiling of brainstem, cerebellum and olfactory tissues in early- and late-phase COVID-19. Nat Neurosci 2024; 27:409-420. [PMID: 38366144 DOI: 10.1038/s41593-024-01573-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 01/08/2024] [Indexed: 02/18/2024]
Abstract
Neurological symptoms, including cognitive impairment and fatigue, can occur in both the acute infection phase of coronavirus disease 2019 (COVID-19) and at later stages, yet the mechanisms that contribute to this remain unclear. Here we profiled single-nucleus transcriptomes and proteomes of brainstem tissue from deceased individuals at various stages of COVID-19. We detected an inflammatory type I interferon response in acute COVID-19 cases, which resolves in the late disease phase. Integrating single-nucleus RNA sequencing and spatial transcriptomics, we could localize two patterns of reaction to severe systemic inflammation, one neuronal with a direct focus on cranial nerve nuclei and a separate diffuse pattern affecting the whole brainstem. The latter reflects a bystander effect of the respiratory infection that spreads throughout the vascular unit and alters the transcriptional state of mainly oligodendrocytes, microglia and astrocytes, while alterations of the brainstem nuclei could reflect the connection of the immune system and the central nervous system via, for example, the vagus nerve. Our results indicate that even without persistence of severe acute respiratory syndrome coronavirus 2 in the central nervous system, local immune reactions are prevailing, potentially causing functional disturbances that contribute to neurological complications of COVID-19.
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Affiliation(s)
- Josefine Radke
- Institute of Pathology, Universitätsmedizin Greifswald, Greifswald, Germany.
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
| | - Jenny Meinhardt
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Tom Aschman
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Robert Lorenz Chua
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Vadim Farztdinov
- Core Facility High Throughput Mass Spectrometry, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Sören Lukassen
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Foo Wei Ten
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ekaterina Friebel
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Naveed Ishaque
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jonas Franz
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Valerie Helena Huhle
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ronja Mothes
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Kristin Peters
- Institute of Pathology, Universitätsmedizin Greifswald, Greifswald, Germany
| | - Carolina Thomas
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Shirin Schneeberger
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Elisa Schumann
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Leona Kawelke
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Julia Jünger
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Viktor Horst
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Simon Streit
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Regina von Manitius
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Péter Körtvélyessy
- Department of Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto von Guerike University Magdeburg, Magdeburg, Germany
| | - Dirk Reinhold
- Institute of Molecular and Clinical Immunology, Otto von Guerike University Magdeburg, Magdeburg, Germany
| | - Anja E Hauser
- Department of Rheumatology and Clinical Immunology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Immune Dynamics, Deutsches Rheuma-Forschungszentrum, a Leibniz Institute, Berlin, Germany
| | - Anja Osterloh
- Department of Pathology, University Medical Center Ulm, Ulm, Germany
| | - Philipp Enghard
- Department of Nephrology and Medical Intensive Care, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jana Ihlow
- Department of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Sefer Elezkurtaj
- Department of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - David Horst
- Department of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Florian Kurth
- Department of Infectious Diseases and Respiratory Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Marcel A Müller
- Institute of Virology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Nils C Gassen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Julia Melchert
- Institute of Virology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Katharina Jechow
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Camila Fernandez-Zapata
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Chotima Böttcher
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Werner Stenzel
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Elke Krüger
- Institute of Medical Biochemistry and Molecular Biology, Universitätsmedizin Greifswald, Greifswald, Germany
| | - Markus Landthaler
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Institut für Biologie, Humboldt Universität, Berlin, Germany
| | - Emanuel Wyler
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Victor Corman
- Department of Infectious Diseases and Respiratory Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Centre for Infection Research (DZIF), associated partner, Berlin, Germany
| | - Christine Stadelmann
- Department of Neuropathology, University Medical Center Göttingen, Göttingen, Germany
| | - Markus Ralser
- Core Facility High Throughput Mass Spectrometry, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Roland Eils
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Frank L Heppner
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
- Cluster of Excellence NeuroCure, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Michael Mülleder
- Core Facility High Throughput Mass Spectrometry, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Christian Conrad
- Center of Digital Health, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Helena Radbruch
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
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3
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Andreadou M, Ingelfinger F, De Feo D, Cramer TLM, Tuzlak S, Friebel E, Schreiner B, Eede P, Schneeberger S, Geesdorf M, Ridder F, Welsh CA, Power L, Kirschenbaum D, Tyagarajan SK, Greter M, Heppner FL, Mundt S, Becher B. IL-12 sensing in neurons induces neuroprotective CNS tissue adaptation and attenuates neuroinflammation in mice. Nat Neurosci 2023; 26:1701-1712. [PMID: 37749256 PMCID: PMC10545539 DOI: 10.1038/s41593-023-01435-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 08/15/2023] [Indexed: 09/27/2023]
Abstract
Interleukin-12 (IL-12) is a potent driver of type 1 immunity. Paradoxically, in autoimmune conditions, including of the CNS, IL-12 reduces inflammation. The underlying mechanism behind these opposing properties and the involved cellular players remain elusive. Here we map IL-12 receptor (IL-12R) expression to NK and T cells as well as neurons and oligodendrocytes. Conditionally ablating the IL-12R across these cell types in adult mice and assessing their susceptibility to experimental autoimmune encephalomyelitis revealed that the neuroprotective role of IL-12 is mediated by neuroectoderm-derived cells, specifically neurons, and not immune cells. In human brain tissue from donors with multiple sclerosis, we observe an IL-12R distribution comparable to mice, suggesting similar mechanisms in mice and humans. Combining flow cytometry, bulk and single-nucleus RNA sequencing, we reveal an IL-12-induced neuroprotective tissue adaption preventing early neurodegeneration and sustaining trophic factor release during neuroinflammation, thereby maintaining CNS integrity in mice.
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Affiliation(s)
- Myrto Andreadou
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Florian Ingelfinger
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
- Department of Systems Immunology, Weizmann Institute, Rehovot, Israel
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Teresa L M Cramer
- Institute of Pharmacology and Toxicology, Neurodevelopmental Pharmacology, University of Zurich, Zurich, Switzerland
| | - Selma Tuzlak
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bettina Schreiner
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
| | - Pascale Eede
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Shirin Schneeberger
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Cluster of Excellence, NeuroCure, Berlin, Germany
| | - Maria Geesdorf
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Frederike Ridder
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Christina A Welsh
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Laura Power
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Daniel Kirschenbaum
- Institute of Neuropathology, University Hospital Zurich, Zurich, Switzerland
- Department of Systems Immunology, Weizmann Institute, Rehovot, Israel
| | - Shiva K Tyagarajan
- Institute of Pharmacology and Toxicology, Neurodevelopmental Pharmacology, University of Zurich, Zurich, Switzerland
| | - Melanie Greter
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Frank L Heppner
- Department of Neuropathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Cluster of Excellence, NeuroCure, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Sarah Mundt
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland.
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland.
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4
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Gullotta GS, De Feo D, Friebel E, Semerano A, Scotti GM, Bergamaschi A, Butti E, Brambilla E, Genchi A, Capotondo A, Gallizioli M, Coviello S, Piccoli M, Vigo T, Della Valle P, Ronchi P, Comi G, D'Angelo A, Maugeri N, Roveri L, Uccelli A, Becher B, Martino G, Bacigaluppi M. Age-induced alterations of granulopoiesis generate atypical neutrophils that aggravate stroke pathology. Nat Immunol 2023; 24:925-940. [PMID: 37188941 DOI: 10.1038/s41590-023-01505-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 04/06/2023] [Indexed: 05/17/2023]
Abstract
Aging accounts for increased risk and dismal outcome of ischemic stroke. Here, we investigated the impact of age-related changes in the immune system on stroke. Upon experimental stroke, compared with young mice, aged mice had increased neutrophil clogging of the ischemic brain microcirculation, leading to worse no-reflow and outcomes. Aged mice showed an enhanced granulopoietic response to stroke that led to the accumulation of CD101+CD62Llo mature and CD177hiCD101loCD62Llo and CD177loCD101loCD62Lhi immature atypical neutrophils in the blood, endowed with increased oxidative stress, phagocytosis and procoagulant features. Production of CXCL3 by CD62Llo neutrophils of the aged had a key role in the development and pathogenicity of aging-associated neutrophils. Hematopoietic stem cell rejuvenation reverted aging-associated neutropoiesis and improved stroke outcome. In elderly patients with ischemic stroke, single-cell proteome profile of blood leukocytes identified CD62Llo neutrophil subsets associated with worse reperfusion and outcome. Our results unveil how stroke in aging leads to a dysregulated emergency granulopoiesis impacting neurological outcome.
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Affiliation(s)
- Giorgia Serena Gullotta
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Aurora Semerano
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy
| | | | - Andrea Bergamaschi
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Erica Butti
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Elena Brambilla
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Angela Genchi
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy
| | - Alessia Capotondo
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Mattia Gallizioli
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | | | - Marco Piccoli
- Laboratory of Stem Cells for Tissue Engineering, IRCCS, Policlinico San Donato, Milan, Italy
| | - Tiziana Vigo
- IRCCS, Ospedale Policlinico San Martino, Genova, Italy
| | - Patrizia Della Valle
- Coagulation Service and Thrombosis Research Unit, IRCCS San Raffaele Hospital, Milan, Italy
| | - Paola Ronchi
- Division of Regenerative Medicine, Stem Cells and Gene Therapy, Telethon Institute for Gene Therapy (HSR-TIGET), IRCCS San Raffaele Hospital, Milan, Italy
| | - Giancarlo Comi
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy
| | - Armando D'Angelo
- Coagulation Service and Thrombosis Research Unit, IRCCS San Raffaele Hospital, Milan, Italy
| | - Norma Maugeri
- Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
| | - Luisa Roveri
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy
| | - Antonio Uccelli
- IRCCS, Ospedale Policlinico San Martino, Genova, Italy
- Department of Neurology, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genova, Genoa, Italy
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Gianvito Martino
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy
| | - Marco Bacigaluppi
- Neuroimmunology Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Hospital and Vita-Salute San Raffaele University, Milan, Italy.
- Neurology Department, IRCCS San Raffaele Hospital, Milan, Italy.
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5
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Nuñez NG, Berner F, Friebel E, Unger S, Wyss N, Gomez JM, Purde MT, Niederer R, Porsch M, Lichtensteiger C, Kramer R, Erdmann M, Schmitt C, Heinzerling L, Abdou MT, Karbach J, Schadendorf D, Zimmer L, Ugurel S, Klümper N, Hölzel M, Power L, Kreutmair S, Capone M, Madonna G, Cevhertas L, Heider A, Amaral T, Hasan Ali O, Bomze D, Dimitriou F, Diem S, Ascierto PA, Dummer R, Jäger E, Driessen C, Levesque MP, van de Veen W, Joerger M, Früh M, Becher B, Flatz L. Immune signatures predict development of autoimmune toxicity in patients with cancer treated with immune checkpoint inhibitors. Med (N Y) 2023; 4:113-129.e7. [PMID: 36693381 DOI: 10.1016/j.medj.2022.12.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 12/16/2022] [Accepted: 12/21/2022] [Indexed: 01/24/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) are among the most promising treatment options for melanoma and non-small cell lung cancer (NSCLC). While ICIs can induce effective anti-tumor responses, they may also drive serious immune-related adverse events (irAEs). Identifying biomarkers to predict which patients will suffer from irAEs would enable more accurate clinical risk-benefit analysis for ICI treatment and may also shed light on common or distinct mechanisms underpinning treatment success and irAEs. METHODS In this prospective multi-center study, we combined a multi-omics approach including unbiased single-cell profiling of over 300 peripheral blood mononuclear cell (PBMC) samples and high-throughput proteomics analysis of over 500 serum samples to characterize the systemic immune compartment of patients with melanoma or NSCLC before and during treatment with ICIs. FINDINGS When we combined the parameters obtained from the multi-omics profiling of patient blood and serum, we identified potential predictive biomarkers for ICI-induced irAEs. Specifically, an early increase in CXCL9/CXCL10/CXCL11 and interferon-γ (IFN-γ) 1 to 2 weeks after the start of therapy are likely indicators of heightened risk of developing irAEs. In addition, an early expansion of Ki-67+ regulatory T cells (Tregs) and Ki-67+ CD8+ T cells is also likely to be associated with increased risk of irAEs. CONCLUSIONS We suggest that the combination of these cellular and proteomic biomarkers may help to predict which patients are likely to benefit most from ICI therapy and those requiring intensive monitoring for irAEs. FUNDING This work was primarily funded by the European Research Council, the Swiss National Science Foundation, the Swiss Cancer League, and the Forschungsförderung of the Kantonsspital St. Gallen.
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Affiliation(s)
- Nicolas Gonzalo Nuñez
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Fiamma Berner
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Susanne Unger
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Nina Wyss
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland; Department of Dermatology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Julia Martinez Gomez
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Mette-Triin Purde
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland
| | - Rebekka Niederer
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland; Department of Dermatology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Maximilian Porsch
- Department of Radiology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Christa Lichtensteiger
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland
| | - Rafaela Kramer
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Michael Erdmann
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Christina Schmitt
- Department of Dermatology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Lucie Heinzerling
- Department of Dermatology, Uniklinikum Erlangen, Deutsches Zentrum Immuntherapie (DZI), Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nuremberg (CCC ER-EMN), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Erlangen, Germany; Department of Dermatology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Marie-Therese Abdou
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland
| | - Julia Karbach
- Department of Oncology and Hematology, Krankenhaus Nordwest, Frankfurt, Germany
| | - Dirk Schadendorf
- Department of Dermatology, University Hospital Essen and German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Essen, Germany
| | - Lisa Zimmer
- Department of Dermatology, University Hospital Essen and German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Essen, Germany
| | - Selma Ugurel
- Department of Dermatology, University Hospital Essen and German Cancer Consortium (DKTK), Partner Site Essen/Düsseldorf, Essen, Germany
| | - Niklas Klümper
- Institute for Experimental Oncology, University Hospital Bonn, Bonn, Germany; Center for Integrated Oncology Cologne/Bonn, University Hospital Bonn, Bonn, Germany; Department of Urology, University Hospital Bonn, Bonn, Germany
| | - Michael Hölzel
- Institute for Experimental Oncology, University Hospital Bonn, Bonn, Germany; Center for Integrated Oncology Cologne/Bonn, University Hospital Bonn, Bonn, Germany
| | - Laura Power
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Stefanie Kreutmair
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Mariaelena Capone
- Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Napoli, Italy
| | - Gabriele Madonna
- Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, Napoli, Italy
| | - Lacin Cevhertas
- Swiss Institute of Allergy and Asthma Research (SIAF), University of Zurich, Davos, Switzerland; Department of Medical Immunology, Institute of Health Sciences, Bursa Uludag University, Bursa, Turkey
| | - Anja Heider
- Swiss Institute of Allergy and Asthma Research (SIAF), University of Zurich, Davos, Switzerland
| | - Teresa Amaral
- Skin Cancer Center, Department of Dermatology, University Hospital Tübingen, Tübingen, Germany; iFIT Cluster of Excellence (EXC 2180), University of Tübingen, Tübingen, Germany
| | - Omar Hasan Ali
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland; Department of Dermatology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Medical Genetics, Life Sciences Institute, University of British Columbia, Vancouver, BC, Canada
| | - David Bomze
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Florentia Dimitriou
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Stefan Diem
- Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | | | - Reinhard Dummer
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Elke Jäger
- Department of Oncology and Hematology, Krankenhaus Nordwest, Frankfurt, Germany
| | - Christoph Driessen
- Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Mitchell Paul Levesque
- Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Willem van de Veen
- Swiss Institute of Allergy and Asthma Research (SIAF), University of Zurich, Davos, Switzerland
| | - Markus Joerger
- Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Martin Früh
- Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland.
| | - Lukas Flatz
- Institute of Immunobiology, Medical Research Center, Kantonsspital St. Gallen, St.Gallen, Switzerland; Department of Dermatology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Department of Dermatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland; Department of Medical Oncology and Hematology, Kantonsspital St. Gallen, St. Gallen, Switzerland; Universitäts-Hautklinik, University of Tübingen, 72016 Tübingen, Germany.
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6
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Ingelfinger F, Gerdes LA, Kavaka V, Krishnarajah S, Friebel E, Galli E, Zwicky P, Furrer R, Peukert C, Dutertre CA, Eglseer KM, Ginhoux F, Flierl-Hecht A, Kümpfel T, De Feo D, Schreiner B, Mundt S, Kerschensteiner M, Hohlfeld R, Beltrán E, Becher B. Twin study reveals non-heritable immune perturbations in multiple sclerosis. Nature 2022; 603:152-158. [PMID: 35173329 PMCID: PMC8891021 DOI: 10.1038/s41586-022-04419-4] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 01/04/2022] [Indexed: 02/07/2023]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disorder of the central nervous system underpinned by partially understood genetic risk factors and environmental triggers and their undefined interactions1,2. Here we investigated the peripheral immune signatures of 61 monozygotic twin pairs discordant for MS to dissect the influence of genetic predisposition and environmental factors. Using complementary multimodal high-throughput and high-dimensional single-cell technologies in conjunction with data-driven computational tools, we identified an inflammatory shift in a monocyte cluster of twins with MS, coupled with the emergence of a population of IL-2 hyper-responsive transitional naive helper T cells as MS-related immune alterations. By integrating data on the immune profiles of healthy monozygotic and dizygotic twin pairs, we estimated the variance in CD25 expression by helper T cells displaying a naive phenotype to be largely driven by genetic and shared early environmental influences. Nonetheless, the expanding helper T cells of twins with MS, which were also elevated in non-twin patients with MS, emerged independent of the individual genetic makeup. These cells expressed central nervous system-homing receptors, exhibited a dysregulated CD25-IL-2 axis, and their proliferative capacity positively correlated with MS severity. Together, our matched-pair analysis of the extended twin approach allowed us to discern genetically and environmentally determined features of an MS-associated immune signature.
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Affiliation(s)
- Florian Ingelfinger
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
| | - Lisa Ann Gerdes
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Vladyslav Kavaka
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
| | | | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Edoardo Galli
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Neurologic Clinic and Policlinic, University Hospital Basel, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Pascale Zwicky
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Reinhard Furrer
- Department of Mathematics, University of Zurich, Zurich, Switzerland
- Department of Computational Science, University of Zurich, Zurich, Switzerland
| | - Christian Peukert
- Department of Strategy, Globalization and Society, University of Lausanne, Lausanne, Switzerland
| | - Charles-Antoine Dutertre
- Gustave Roussy Cancer Campus, Villejuif, France
- Institut National de la Santé Et de la Recherche Médicale (INSERM) U1015, Equipe Labellisée-Ligue Nationale contre le Cancer, Villejuif, France
| | - Klara Magdalena Eglseer
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
| | | | - Andrea Flierl-Hecht
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Bettina Schreiner
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
| | - Sarah Mundt
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Martin Kerschensteiner
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Reinhard Hohlfeld
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Eduardo Beltrán
- Institute of Clinical Neuroimmunology, University Hospital, LMU Munich, Munich, Germany
- Biomedical Center (BMC), Faculty of Medicine, LMU Munich, Martinsried, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland.
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7
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Kreutmair S, Unger S, Núñez NG, Ingelfinger F, Alberti C, De Feo D, Krishnarajah S, Kauffmann M, Friebel E, Babaei S, Gaborit B, Lutz M, Jurado NP, Malek NP, Goepel S, Rosenberger P, Häberle HA, Ayoub I, Al-Hajj S, Nilsson J, Claassen M, Liblau R, Martin-Blondel G, Bitzer M, Roquilly A, Becher B. Distinct immunological signatures discriminate severe COVID-19 from non-SARS-CoV-2-driven critical pneumonia. Immunity 2022; 55:366-375. [PMID: 35139354 PMCID: PMC8822770 DOI: 10.1016/j.immuni.2022.01.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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8
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Krishnarajah S, Ingelfinger F, Friebel E, Cansever D, Amorim A, Andreadou M, Bamert D, Litscher G, Lutz M, Mayoux M, Mundt S, Ridder F, Sparano C, Stifter SA, Ulutekin C, Unger S, Vermeer M, Zwicky P, Greter M, Tugues S, De Feo D, Becher B. Single-cell profiling of immune system alterations in lymphoid, barrier and solid tissues in aged mice. Nat Aging 2022; 2:74-89. [PMID: 37118354 DOI: 10.1038/s43587-021-00148-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 11/04/2021] [Indexed: 04/30/2023]
Abstract
Aging exerts profound and paradoxical effects on the immune system, at once impairing proliferation, cytotoxicity and phagocytosis, and inducing chronic inflammation. Previous studies have focused on individual tissues or cell types, while a comprehensive multisystem study of tissue-resident and circulating immune populations during aging is lacking. Here we reveal an atlas of age-related changes in the abundance and phenotype of immune cell populations across 12 mouse tissues. Using cytometry-based high parametric analysis of 37 mass-cytometry and 55 spectral flow-cytometry parameters, mapping samples from young and aged animals revealed conserved and tissue-type-specific patterns of both immune atrophy and expansion. We uncovered clear phenotypic changes in both lymphoid and myeloid lineages in aged mice, and in particular a contraction in natural killer cells and plasmacytoid dendritic cells. These changes correlated with a skewing towards myelopoiesis at the expense of early lymphocyte genesis in aged mice. Taken together, this atlas represents a comprehensive, systematic and thorough resource of the age-dependent alterations of the mammalian immune system in lymphoid, barrier and solid tissues.
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Affiliation(s)
| | - Florian Ingelfinger
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Dilay Cansever
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Ana Amorim
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Myrto Andreadou
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - David Bamert
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Gioana Litscher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Mirjam Lutz
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Maud Mayoux
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Sarah Mundt
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Frederike Ridder
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Colin Sparano
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | | | - Can Ulutekin
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Susanne Unger
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Marijne Vermeer
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Pascale Zwicky
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Melanie Greter
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Sonia Tugues
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland.
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9
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Haftmann C, Zwicky P, Ingelfinger F, Mair F, Floess S, Riedel R, Durek P, Spalinger MR, Friebel E, Leung BP, Lutz M, Puertas N, Amorim A, Schärli S, Becher B, Kisielow J, Waisman A, Mashreghi MF, Huehn J, Becher B. Protection against autoimmunity is driven by thymic epithelial cell-mediated regulation of T reg development. Sci Immunol 2021; 6:eabf3111. [PMID: 34797691 DOI: 10.1126/sciimmunol.abf3111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Medullary thymic epithelial cells (mTECs) are key antigen-presenting cells mediating T cell tolerance to prevent harmful autoimmunity. mTECs both negatively select self-reactive T cells and promote the development of thymic regulatory T cells (tTregs) that mediate peripheral tolerance. The relative importance of these two mechanisms of thymic education to prevent autoimmunity is unclear. We generated a mouse model to specifically target the development and function of mTECs by conditional ablation of the NF-κB–inducing kinase (NIK) in the TEC compartment. In contrast to germline-deficient NIK−/− mice, Foxn1CreNIKfl/fl mice rapidly developed fatal T cell–dependent multiorgan autoimmunity shortly after birth. Thymic transplantation and adoptive transfer experiments demonstrated that autoimmunity arises specifically from the emergence of dysfunctional tTregs. Thus, Treg function, rather than negative selection, enforces the protection of peripheral tissues from autoimmune attack.
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Affiliation(s)
- Claudia Haftmann
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Pascale Zwicky
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Florian Ingelfinger
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Florian Mair
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
- Division of Vaccine and Infectious Disease, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Stefan Floess
- Helmholtz Centre for Infection Research, Experimental Immunology, Braunschweig, Germany
| | - René Riedel
- Therapeutic Gene Regulation, Deutsches Rheuma-Forschungszentrum, Berlin, Germany
| | - Pawel Durek
- Therapeutic Gene Regulation, Deutsches Rheuma-Forschungszentrum, Berlin, Germany
| | - Marianne R Spalinger
- Universitätsspital, Klinik für Gastroenterologie und Hepatologie, Zürich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Brian P Leung
- Department of Physiology and Biophysics, University of Southern California, Los Angeles, CA, USA
| | - Mirjam Lutz
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Nicole Puertas
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Ana Amorim
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Stefanie Schärli
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Benedict Becher
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Jan Kisielow
- Department of Biology, Institute of Molecular Health Sciences, Swiss Federal Institute of Technology (ETH) Zurich, Zürich, Switzerland
| | - Ari Waisman
- Institute for Molecular Medicine, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Mir-Farzin Mashreghi
- Therapeutic Gene Regulation, Deutsches Rheuma-Forschungszentrum, Berlin, Germany
- Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Jochen Huehn
- Helmholtz Centre for Infection Research, Experimental Immunology, Braunschweig, Germany
- Hannover Medical School, Hannover, Germany
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
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10
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Kreutmair S, Unger S, Núñez NG, Ingelfinger F, Alberti C, De Feo D, Krishnarajah S, Kauffmann M, Friebel E, Babaei S, Gaborit B, Lutz M, Jurado NP, Malek NP, Goepel S, Rosenberger P, Häberle HA, Ayoub I, Al-Hajj S, Nilsson J, Claassen M, Liblau R, Martin-Blondel G, Bitzer M, Roquilly A, Becher B. Distinct immunological signatures discriminate severe COVID-19 from non-SARS-CoV-2-driven critical pneumonia. Immunity 2021; 54:1578-1593.e5. [PMID: 34051147 PMCID: PMC8106882 DOI: 10.1016/j.immuni.2021.05.002] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 03/24/2021] [Accepted: 05/04/2021] [Indexed: 12/29/2022]
Abstract
Immune profiling of COVID-19 patients has identified numerous alterations in both innate and adaptive immunity. However, whether those changes are specific to SARS-CoV-2 or driven by a general inflammatory response shared across severely ill pneumonia patients remains unknown. Here, we compared the immune profile of severe COVID-19 with non-SARS-CoV-2 pneumonia ICU patients using longitudinal, high-dimensional single-cell spectral cytometry and algorithm-guided analysis. COVID-19 and non-SARS-CoV-2 pneumonia both showed increased emergency myelopoiesis and displayed features of adaptive immune paralysis. However, pathological immune signatures suggestive of T cell exhaustion were exclusive to COVID-19. The integration of single-cell profiling with a predicted binding capacity of SARS-CoV-2 peptides to the patients' HLA profile further linked the COVID-19 immunopathology to impaired virus recognition. Toward clinical translation, circulating NKT cell frequency was identified as a predictive biomarker for patient outcome. Our comparative immune map serves to delineate treatment strategies to interfere with the immunopathologic cascade exclusive to severe COVID-19.
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Affiliation(s)
- Stefanie Kreutmair
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Partner Site Freiburg, 79106 Freiburg, Germany
| | - Susanne Unger
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Nicolás Gonzalo Núñez
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Florian Ingelfinger
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Chiara Alberti
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Sinduya Krishnarajah
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Manuel Kauffmann
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Sepideh Babaei
- Department Internal Medicine I, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Benjamin Gaborit
- Université de Nantes, CHU Nantes, Pôle Anesthésie Réanimations, Service d'Anesthésie Réanimation Chirurgicale, Hôtel Dieu, 44093 Nantes, France
| | - Mirjam Lutz
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Nicole Puertas Jurado
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland
| | - Nisar P Malek
- Department Internal Medicine I, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Siri Goepel
- Department Internal Medicine I, Eberhard-Karls University, 72076 Tuebingen, Germany; German Centre for Infection Research (DZIF), Partner Site Tuebingen, 72076 Tuebingen, Germany
| | - Peter Rosenberger
- Department of Anesthesiology and Intensive Care Medicine, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Helene A Häberle
- Department of Anesthesiology and Intensive Care Medicine, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Ikram Ayoub
- Toulouse Institute for Infectious and Inflammatory Diseases, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, UPS, 31024 Toulouse, France
| | - Sally Al-Hajj
- Toulouse Institute for Infectious and Inflammatory Diseases, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, UPS, 31024 Toulouse, France
| | - Jakob Nilsson
- Department of Immunology, University Hospital Zurich, 8006 Zurich, Switzerland
| | - Manfred Claassen
- Department Internal Medicine I, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Roland Liblau
- Toulouse Institute for Infectious and Inflammatory Diseases, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, UPS, 31024 Toulouse, France
| | - Guillaume Martin-Blondel
- Toulouse Institute for Infectious and Inflammatory Diseases, Université de Toulouse, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, UPS, 31024 Toulouse, France; Department of Infectious and Tropical Diseases, Toulouse University Hospital, 31059 Toulouse, France
| | - Michael Bitzer
- Department Internal Medicine I, Eberhard-Karls University, 72076 Tuebingen, Germany
| | - Antoine Roquilly
- Université de Nantes, CHU Nantes, Pôle Anesthésie Réanimations, Service d'Anesthésie Réanimation Chirurgicale, Hôtel Dieu, 44093 Nantes, France
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, 8057 Zurich, Switzerland.
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11
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Pfister D, Núñez NG, Pinyol R, Govaere O, Pinter M, Szydlowska M, Gupta R, Qiu M, Deczkowska A, Weiner A, Müller F, Sinha A, Friebel E, Engleitner T, Lenggenhager D, Moncsek A, Heide D, Stirm K, Kosla J, Kotsiliti E, Leone V, Dudek M, Yousuf S, Inverso D, Singh I, Teijeiro A, Castet F, Montironi C, Haber PK, Tiniakos D, Bedossa P, Cockell S, Younes R, Vacca M, Marra F, Schattenberg JM, Allison M, Bugianesi E, Ratziu V, Pressiani T, D'Alessio A, Personeni N, Rimassa L, Daly AK, Scheiner B, Pomej K, Kirstein MM, Vogel A, Peck-Radosavljevic M, Hucke F, Finkelmeier F, Waidmann O, Trojan J, Schulze K, Wege H, Koch S, Weinmann A, Bueter M, Rössler F, Siebenhüner A, De Dosso S, Mallm JP, Umansky V, Jugold M, Luedde T, Schietinger A, Schirmacher P, Emu B, Augustin HG, Billeter A, Müller-Stich B, Kikuchi H, Duda DG, Kütting F, Waldschmidt DT, Ebert MP, Rahbari N, Mei HE, Schulz AR, Ringelhan M, Malek N, Spahn S, Bitzer M, Ruiz de Galarreta M, Lujambio A, Dufour JF, Marron TU, Kaseb A, Kudo M, Huang YH, Djouder N, Wolter K, Zender L, Marche PN, Decaens T, Pinato DJ, Rad R, Mertens JC, Weber A, Unger K, Meissner F, Roth S, Jilkova ZM, Claassen M, Anstee QM, Amit I, Knolle P, Becher B, Llovet JM, Heikenwalder M. NASH limits anti-tumour surveillance in immunotherapy-treated HCC. Nature 2021. [PMID: 33762733 DOI: 10.1038/s41586-021-03362-0.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Hepatocellular carcinoma (HCC) can have viral or non-viral causes1-5. Non-alcoholic steatohepatitis (NASH) is an important driver of HCC. Immunotherapy has been approved for treating HCC, but biomarker-based stratification of patients for optimal response to therapy is an unmet need6,7. Here we report the progressive accumulation of exhausted, unconventionally activated CD8+PD1+ T cells in NASH-affected livers. In preclinical models of NASH-induced HCC, therapeutic immunotherapy targeted at programmed death-1 (PD1) expanded activated CD8+PD1+ T cells within tumours but did not lead to tumour regression, which indicates that tumour immune surveillance was impaired. When given prophylactically, anti-PD1 treatment led to an increase in the incidence of NASH-HCC and in the number and size of tumour nodules, which correlated with increased hepatic CD8+PD1+CXCR6+, TOX+, and TNF+ T cells. The increase in HCC triggered by anti-PD1 treatment was prevented by depletion of CD8+ T cells or TNF neutralization, suggesting that CD8+ T cells help to induce NASH-HCC, rather than invigorating or executing immune surveillance. We found similar phenotypic and functional profiles in hepatic CD8+PD1+ T cells from humans with NAFLD or NASH. A meta-analysis of three randomized phase III clinical trials that tested inhibitors of PDL1 (programmed death-ligand 1) or PD1 in more than 1,600 patients with advanced HCC revealed that immune therapy did not improve survival in patients with non-viral HCC. In two additional cohorts, patients with NASH-driven HCC who received anti-PD1 or anti-PDL1 treatment showed reduced overall survival compared to patients with other aetiologies. Collectively, these data show that non-viral HCC, and particularly NASH-HCC, might be less responsive to immunotherapy, probably owing to NASH-related aberrant T cell activation causing tissue damage that leads to impaired immune surveillance. Our data provide a rationale for stratification of patients with HCC according to underlying aetiology in studies of immunotherapy as a primary or adjuvant treatment.
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Affiliation(s)
- Dominik Pfister
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Liver Disease Research, Global Drug Discovery, Novo Nordisk A/S, Malov, Denmark
| | | | - Roser Pinyol
- Liver Cancer Translational Research Laboratory, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)-Hospital Clínic, Liver Unit, Universitat de Barcelona, Barcelona, Spain
| | - Olivier Govaere
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
| | - Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
| | - Marta Szydlowska
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Revant Gupta
- Internal Medicine I, University Hospital Tübingen, Faculty of Medicine, University of Tübingen, Tübingen, Germany.,Department of Computer Science, University of Tübingen, Tübingen, Germany
| | - Mengjie Qiu
- Department of General, Visceral and Transplantation Surgery, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | | | - Assaf Weiner
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Florian Müller
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ankit Sinha
- Experimental Systems Immunology Laboratory, Max-Planck Institute of Biochemistry, Munich, Germany.,Institute of Translational Cancer Research and Experimental Cancer Therapy, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Thomas Engleitner
- Center for Translational Cancer Research (TranslaTUM), Technical University Munich, Munich, Germany.,Department of Medicine II, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Munich, Germany
| | - Daniela Lenggenhager
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Anja Moncsek
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Danijela Heide
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kristin Stirm
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jan Kosla
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Eleni Kotsiliti
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Valentina Leone
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Research Unit of Radiation Cytogenetics, Helmholtz Zentrum Munich, Munich, Germany
| | - Michael Dudek
- Institute of Molecular Immunology and Experimental Oncology, Technical University Munich, Munich, Germany
| | - Suhail Yousuf
- Department of General, Visceral and Transplantation Surgery, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Donato Inverso
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), Heidelberg, Germany.,European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Indrabahadur Singh
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Emmy Noether Research Group Epigenetic Machineries and Cancer, Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ana Teijeiro
- Cancer Cell Biology Programme, Growth Factors, Nutrients and Cancer Group, Spanish National Cancer Research Centre, CNIO, Madrid, Spain
| | - Florian Castet
- Liver Cancer Translational Research Laboratory, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)-Hospital Clínic, Liver Unit, Universitat de Barcelona, Barcelona, Spain
| | - Carla Montironi
- Liver Cancer Translational Research Laboratory, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)-Hospital Clínic, Liver Unit, Universitat de Barcelona, Barcelona, Spain
| | - Philipp K Haber
- Mount Sinai Liver Cancer Program, Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dina Tiniakos
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK.,Department of Pathology, Aretaeion Hospita, National and Kapodistrian University of Athens, Athens, Greece
| | - Pierre Bedossa
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
| | - Simon Cockell
- Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
| | - Ramy Younes
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK.,Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turn, Italy
| | - Michele Vacca
- University of Cambridge Metabolic Research Laboratories, Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Fabio Marra
- Dipartimento di Medicina Sperimentale e Clinica, University of Florence, Florence, Italy
| | - Jörn M Schattenberg
- Metabolic Liver Research Program, I. Department of Medicine, University Medical Center Mainz, Mainz, Germany
| | - Michael Allison
- Liver Unit, Department of Medicine, Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, Cambridge, UK
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turn, Italy
| | - Vlad Ratziu
- Assistance Publique-Hôpitaux de Paris, Hôpital Beaujon, University Paris-Diderot, Paris, France
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center-IRCCS, Milan, Italy
| | - Antonio D'Alessio
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center-IRCCS, Milan, Italy
| | - Nicola Personeni
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center-IRCCS, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center-IRCCS, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ann K Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
| | - Katharina Pomej
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Liver Cancer (HCC) Study Group Vienna, Medical University of Vienna, Vienna, Austria
| | - Martha M Kirstein
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.,University Medical Center Schleswig-Holstein, Schleswig-Holstein, Germany
| | - Arndt Vogel
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Markus Peck-Radosavljevic
- Department of Internal Medicine and Gastroenterology (IMuG), Hepatology, Endocrinology, Rheumatology and Nephrology including Centralized Emergency Department (ZAE), Klinikum Klagenfurt am Wörthersee, Klagenfurt, Austria
| | - Florian Hucke
- Department of Internal Medicine and Gastroenterology (IMuG), Hepatology, Endocrinology, Rheumatology and Nephrology including Centralized Emergency Department (ZAE), Klinikum Klagenfurt am Wörthersee, Klagenfurt, Austria
| | - Fabian Finkelmeier
- Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt, Germany
| | - Oliver Waidmann
- Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt, Germany
| | - Jörg Trojan
- Department of Gastroenterology, Hepatology and Endocrinology, University Hospital Frankfurt, Frankfurt, Germany
| | - Kornelius Schulze
- Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henning Wege
- Department of Internal Medicine, Gastroenterology & Hepatology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sandra Koch
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Arndt Weinmann
- Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Marco Bueter
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Fabian Rössler
- Department of Surgery and Transplantation, University Hospital Zurich, Zurich, Switzerland
| | - Alexander Siebenhüner
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Sara De Dosso
- Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Jan-Philipp Mallm
- Division of Chromatin Networks, German Cancer Research Center (DKFZ) and Bioquant, Heidelberg, Germany
| | - Viktor Umansky
- Clinical Cooperation Unit Dermato-Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, Heidelberg, Germany
| | - Manfred Jugold
- Core Facility Small Animal Imaging, German Cancer Research Center Heidelberg, Heidelberg, Germany
| | - Tom Luedde
- Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Andrea Schietinger
- Immunology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Immunology and Microbial Pathogenesis Program, Weill Cornell Graduate School of Medical Sciences, New York, NY, USA
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Brinda Emu
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hellmut G Augustin
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), Heidelberg, Germany.,European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Adrian Billeter
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Beat Müller-Stich
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Hiroto Kikuchi
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Dan G Duda
- Edwin L. Steele Laboratories for Tumor Biology, Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Fabian Kütting
- Department of Gastroenterology and Hepatology, University of Cologne, Cologne, Germany
| | | | - Matthias Philip Ebert
- Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Nuh Rahbari
- Department of Surgery at University Hospital Mannheim, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany
| | - Henrik E Mei
- Mass Cytometry Lab, Deutsches Rheumaforschungszentrum Berlin, a Leibniz Institute, Berlin, Germany
| | - Axel Ronald Schulz
- Mass Cytometry Lab, Deutsches Rheumaforschungszentrum Berlin, a Leibniz Institute, Berlin, Germany
| | - Marc Ringelhan
- Institute of Virology, Technical University Munich/Helmholtz Zentrum Munich, Munich, Germany.,Department of Internal Medicine II, University Hospital rechts der Isar, Technical University Munich, Munich, Germany.,German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Nisar Malek
- Medical University Hospital Department of Internal Medicine I, Tübingen, Germany
| | - Stephan Spahn
- Medical University Hospital Department of Internal Medicine I, Tübingen, Germany
| | - Michael Bitzer
- Medical University Hospital Department of Internal Medicine I, Tübingen, Germany
| | - Marina Ruiz de Galarreta
- Mount Sinai Liver Cancer Program, Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Amaia Lujambio
- Mount Sinai Liver Cancer Program, Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jean-Francois Dufour
- University Clinic for Visceral Surgery and Medicine, Inselspital, Bern, Switzerland.,Hepatology, Department of Biomedical Research, University of Bern, Bern, Switzerland
| | - Thomas U Marron
- Mount Sinai Liver Cancer Program, Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Medicine, Division of Hematology/Oncology, Tisch Cancer Institute, Mount Sinai Hospital, New York, NY, USA
| | - Ahmed Kaseb
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka-, Sayama, Japan
| | - Yi-Hsiang Huang
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Nabil Djouder
- Cancer Cell Biology Programme, Growth Factors, Nutrients and Cancer Group, Spanish National Cancer Research Centre, CNIO, Madrid, Spain
| | - Katharina Wolter
- Department of Medical Oncology and Pneumology (Internal Medicine VIII), University Hospital Tübingen, Tübingen, Germany.,Cluster of Excellence 'Image Guided and Functionally Instructed Tumor Therapies' (iFIT), Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Lars Zender
- Department of Medical Oncology and Pneumology (Internal Medicine VIII), University Hospital Tübingen, Tübingen, Germany.,Cluster of Excellence 'Image Guided and Functionally Instructed Tumor Therapies' (iFIT), Eberhard-Karls University of Tübingen, Tübingen, Germany.,German Consortium for Translational Cancer Research (DKTK), Partner Site Tübingen, German Cancer Research Center (DKFZ), Tübingen, Germany
| | - Parice N Marche
- Université Grenoble Alpes, Grenoble, France.,Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309, Grenoble, France
| | - Thomas Decaens
- Université Grenoble Alpes, Grenoble, France.,Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309, Grenoble, France.,Service d'hépato-gastroentérologie, Pôle Digidune, CHU Grenoble Alpes, Grenoble, France
| | - David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.,Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Roland Rad
- Center for Translational Cancer Research (TranslaTUM), Technical University Munich, Munich, Germany.,Department of Medicine II, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Munich, Germany
| | - Joachim C Mertens
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Achim Weber
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland.,Institute of Molecular Cancer Research (IMCR), University of Zurich, Zurich, Switzerland
| | - Kristian Unger
- Research Unit of Radiation Cytogenetics, Helmholtz Zentrum Munich, Munich, Germany
| | - Felix Meissner
- Experimental Systems Immunology Laboratory, Max-Planck Institute of Biochemistry, Munich, Germany
| | - Susanne Roth
- Department of General, Visceral and Transplantation Surgery, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Zuzana Macek Jilkova
- Université Grenoble Alpes, Grenoble, France.,Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309, Grenoble, France.,Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Manfred Claassen
- Internal Medicine I, University Hospital Tübingen, Faculty of Medicine, University of Tübingen, Tübingen, Germany.,Department of Computer Science, University of Tübingen, Tübingen, Germany
| | - Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK.,Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle, UK
| | - Ido Amit
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Percy Knolle
- Institute of Molecular Immunology and Experimental Oncology, Technical University Munich, Munich, Germany
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland
| | - Josep M Llovet
- Liver Cancer Translational Research Laboratory, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)-Hospital Clínic, Liver Unit, Universitat de Barcelona, Barcelona, Spain. .,Mount Sinai Liver Cancer Program, Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
| | - Mathias Heikenwalder
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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12
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Agliardi G, Liuzzi AR, Hotblack A, De Feo D, Núñez N, Stowe CL, Friebel E, Nannini F, Rindlisbacher L, Roberts TA, Ramasawmy R, Williams IP, Siow BM, Lythgoe MF, Kalber TL, Quezada SA, Pule MA, Tugues S, Straathof K, Becher B. Intratumoral IL-12 delivery empowers CAR-T cell immunotherapy in a pre-clinical model of glioblastoma. Nat Commun 2021; 12:444. [PMID: 33469002 PMCID: PMC7815781 DOI: 10.1038/s41467-020-20599-x] [Citation(s) in RCA: 133] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 12/11/2020] [Indexed: 01/29/2023] Open
Abstract
Glioblastoma multiforme (GBM) is the most common and aggressive form of primary brain cancer, for which effective therapies are urgently needed. Chimeric antigen receptor (CAR)-based immunotherapy represents a promising therapeutic approach, but it is often impeded by highly immunosuppressive tumor microenvironments (TME). Here, in an immunocompetent, orthotopic GBM mouse model, we show that CAR-T cells targeting tumor-specific epidermal growth factor receptor variant III (EGFRvIII) alone fail to control fully established tumors but, when combined with a single, locally delivered dose of IL-12, achieve durable anti-tumor responses. IL-12 not only boosts cytotoxicity of CAR-T cells, but also reshapes the TME, driving increased infiltration of proinflammatory CD4+ T cells, decreased numbers of regulatory T cells (Treg), and activation of the myeloid compartment. Importantly, the immunotherapy-enabling benefits of IL-12 are achieved with minimal systemic effects. Our findings thus show that local delivery of IL-12 may be an effective adjuvant for CAR-T cell therapy for GBM.
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Affiliation(s)
- Giulia Agliardi
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Anna Rita Liuzzi
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Alastair Hotblack
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Nicolás Núñez
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Cassandra L Stowe
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Francesco Nannini
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Lukas Rindlisbacher
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Thomas A Roberts
- Centre for Advanced Biomedical Imaging (CABI), University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Rajiv Ramasawmy
- Centre for Advanced Biomedical Imaging (CABI), University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Iwan P Williams
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Bernard M Siow
- Centre for Advanced Biomedical Imaging (CABI), University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
- The Francis Crick Institute, NW1 1AT, London, UK
| | - Mark F Lythgoe
- Centre for Advanced Biomedical Imaging (CABI), University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Tammy L Kalber
- Centre for Advanced Biomedical Imaging (CABI), University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Sergio A Quezada
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Martin A Pule
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK
| | - Sonia Tugues
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland
| | - Karin Straathof
- Research Department of Hematology, Cancer Institute, University College London, Paul O'Gorman Building, WC1E 6DD, London, UK.
- UCL Great Ormond Street Institute of Child Health Biomedical Research Centre, WC1N 1EH, London, UK.
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, 8057, Zurich, Switzerland.
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13
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Agliardi G, Liuzzi AR, Hotblack A, De Feo D, Núñez N, Friebel E, Nannini F, Roberts T, Ramasawmy R, Stowe C, Williams I, Siow B, Lythgoe M, Kalber T, Quezada S, Pule M, Tugues S, Becher B, Straathof K. IMMU-16. INTRA-TUMOURAL IL-12 DELIVERY ENABLES CAR T-CELL IMMUNOTHERAPY FOR HIGH-GRADE GLIOMA. Neuro Oncol 2020. [PMCID: PMC7715834 DOI: 10.1093/neuonc/noaa222.372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Treatment with T-cells redirected to tumour specificity with a chimeric antigen receptor (CAR) may be well suited to treat intracranial tumours due to the ability of T-cells to access the central nervous system and migrate to infiltrative sites of disease. In adult glioblastoma, a case report of local and distant eradication of intracranial and spinal tumour deposits following intraventricular infusion of IL13Ra2-CAR T-cells indicates the potential of this approach. However, in contrast to the sustained complete remissions observed in haematological malignancies, in the majority of patients with glioblastoma CAR T-cell therapy has not resulted in clinical benefit. Tumour heterogeneity and the highly immune inhibitory tumour microenvironment (TME) are likely key barriers to achieving durable anti-tumour immunity. Here use intra-tumoural administration of IL-12 to enable CAR T-cell immunity. We employed CAR-T cells targeting the tumour-specific epidermal growth factor variant III (EGFRvIII). In an immunocompetent orthotopic mouse model of high-grade glioma, we show that CAR-T cells alone failed to control fully established tumour, but when combined with a single, locally delivered dose of IL-12, durable antitumor responses were achieved. IL-12 not only boosted cytotoxicity of CAR T-cells, but also reshaped the TME driving increased infiltration of proinflammatory CD4+ T-cells, decreased numbers of regulatory T-cells (Tregs) and activation of the myeloid compartment. Critically, immunotherapy enabling benefits of IL-12 were achieved with minimal systemic effects. Our findings show that local delivery of IL-12 is an effective adjuvant for CAR-T cell therapy for high-grade glioma. Assessment of application in high-risk childhood brain tumours is ongoing.
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Affiliation(s)
| | - Anna Rita Liuzzi
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | | | - Donatella De Feo
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | - Nicolás Núñez
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | | | - Thomas Roberts
- UCL Centre for Advanced Biomedical Imaging, London, GB, United Kingdom
| | - Rajiv Ramasawmy
- UCL Centre for Advanced Biomedical Imaging, London, GB, United Kingdom
| | | | | | - Bernard Siow
- UCL Centre for Advanced Biomedical Imaging, London, GB, United Kingdom
- Francis Crick Institute, London, GB, United Kingdom
| | - Mark Lythgoe
- UCL Centre for Advanced Biomedical Imaging, London, GB, United Kingdom
| | - Tammy Kalber
- UCL Centre for Advanced Biomedical Imaging, London, GB, United Kingdom
| | | | - Martin Pule
- UCL Cancer Institute, London, GB, United Kingdom
| | - Sonia Tugues
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich, CH, Switzerland
| | - Karin Straathof
- UCL Great Ormond Street Institute of Child Health, London, GB, United Kingdom
- UCL Cancer Institute, London, GB, United Kingdom
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14
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Friebel E, Kapolou K, Unger S, Núñez NG, Utz S, Rushing EJ, Regli L, Weller M, Greter M, Tugues S, Neidert MC, Becher B. Single-Cell Mapping of Human Brain Cancer Reveals Tumor-Specific Instruction of Tissue-Invading Leukocytes. Cell 2020; 181:1626-1642.e20. [PMID: 32470397 DOI: 10.1016/j.cell.2020.04.055] [Citation(s) in RCA: 326] [Impact Index Per Article: 81.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/11/2020] [Accepted: 04/28/2020] [Indexed: 12/14/2022]
Abstract
Brain malignancies can either originate from within the CNS (gliomas) or invade from other locations in the body (metastases). A highly immunosuppressive tumor microenvironment (TME) influences brain tumor outgrowth. Whether the TME is predominantly shaped by the CNS micromilieu or by the malignancy itself is unknown, as is the diversity, origin, and function of CNS tumor-associated macrophages (TAMs). Here, we have mapped the leukocyte landscape of brain tumors using high-dimensional single-cell profiling (CyTOF). The heterogeneous composition of tissue-resident and invading immune cells within the TME alone permitted a clear distinction between gliomas and brain metastases (BrM). The glioma TME presented predominantly with tissue-resident, reactive microglia, whereas tissue-invading leukocytes accumulated in BrM. Tissue-invading TAMs showed a distinctive signature trajectory, revealing tumor-driven instruction along with contrasting lymphocyte activation and exhaustion. Defining the specific immunological signature of brain tumors can facilitate the rational design of targeted immunotherapy strategies.
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Affiliation(s)
- Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Konstantina Kapolou
- Laboratory of Molecular Neuro-Oncology, Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland
| | - Susanne Unger
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Nicolás Gonzalo Núñez
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Sebastian Utz
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Elisabeth Jane Rushing
- Department of Neuropathology, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland
| | - Luca Regli
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland
| | - Michael Weller
- Laboratory of Molecular Neuro-Oncology, Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland
| | - Melanie Greter
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Sonia Tugues
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland
| | - Marian Christoph Neidert
- Laboratory of Molecular Neuro-Oncology, Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland; Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Zurich 8057, Switzerland.
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15
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Friebel E, Kapolou K, Unger S, Nunez N, Utz S, Rushing EJ, Regli L, Weller M, Greter M, Tugues S, Neidert MC, Becher B. Single cell mapping of human brain tumors reveals tumor-specific education of tissue-invading leukocytes. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.2509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2509 Background: Brain tumors can be both of intracranial origin (e.g. gliomas) or spread from another location in the body (metastases). Tumor growth in the CNS is commonly favored by a highly immunosuppressive tumor microenvironment (TME). Whether the TME is predominantly shaped by the CNS microenvironment or by the nature of the malignancy is unknown, as is the origin and function of CNS tumor-associated macrophages (TAM). Methods: We have mapped the leukocyte landscape of brain tumors using high-dimensional profiling with mass cytometry (CyTOF). We designed two CyTOF panels (one lymphoid and one myeloid focused) measuring 74 parameters at the single-cell level and analyzed samples from 47 individuals with the most common tumor entities being glioblastoma and metastases from melanoma and lung cancer as well as control tissue from epilepsy surgery. Results: The heterogeneous composition of tissue-resident and invading immune cells within the TME alone permitted a clear distinction between glioblastoma and metastases. Tissue-invading leukocytes accumulate in metastases, whereas gliomas predominantly contain tissue-resident reactive microglia. In gliomas, isocitrate dehydrogenase 1 (IDH1) mutations are associated with minimal host responses whereas IDH1-wildtype gliomas comprise monocyte-derived macrophages (MDM) similar to metastases. These MDM show a distinctive signature trajectory indicative of tumor-driven education. Conclusions: The immune cell composition of the brain tumor TME is tumor entity-specific, rather than dictated by the CNS tissue. Defining the distinct immunological signature of brain tumors can facilitate the rational design of targeted immunotherapy strategies.
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Affiliation(s)
- Ekaterina Friebel
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Konstantina Kapolou
- Oratory of Molecular Neuro-Oncology, Department of Neurology, Clinical Neuroscience Center, University Hospital Zürich and University of Zürich, Zürich, Switzerland
| | - Susanne Unger
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Nicolas Nunez
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Sebastian Utz
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Elisabeth Jane Rushing
- Partment of Neuropathology, University Hospital Zürich and University of Zürich, Zürich, Switzerland
| | - Luca Regli
- University Hospital and University of Zürich, Clinical Neuroscience Center and Department of Neurosurgery, Zürich, Switzerland
| | - Michael Weller
- Laboratory of Molecular Neuro-Oncology, Department of Neurology, and Neuroscience Center Zürich, University Hospital and University of Zürich, Zürich, Switzerland
| | - Melanie Greter
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Sonia Tugues
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
| | - Marian Christoph Neidert
- Laboratory of Molecular Neuro-Oncology, Department of Neurology, Clinical Neuroscience Center, University Hospital Zürich and University of Zürich, Zürich, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zürich, Zürich, Switzerland
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Krishnarajah S, Ingelfinger F, Friebel E, Cansever D, Becher B. High dimensional cellular profiling of the myeloid compartment in the geriatric mouse model. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.148.42] [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] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Aging, and age-related physiological changes, have been heavily implicated in declining immune functions. Many of these changes to the immune system include changes to the myeloid subsets, which have been poorly studied so far. Myeloid cells play crucial roles in acute infection and are involved in antigen presentation to cells of the adaptive immune system. Consequently, deciphering these age-related mechanisms holds great potential for targeting age-related changes in immunity. Here, we developed a model to map age related phenotypic changes in the myeloid compartment in all immunologically relevant murine organs. Using mass cytometry analysis (CyTOF), we assessed over 35 cell surface parameters on myeloid cells using a geriatric healthy mouse model. Results indicates age-related changes affecting the frequency and cell surface density of lineage markers on myeloid cells. Concretely, we see significant changes to cellular frequencies and marker expression within various resident myeloid populations, and exemplar organs will be presented here. Such age-related patterns may contribute to the impaired immune decline observed in aging. We are currently continually expanding this study and will validate the implications of these findings using spectral flow cytometry analysis.
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17
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Kapolou K, Katharina Freudenmann L, Friebel E, Bichmann L, Becher B, Stevanović S, Rammensee HG, Weller M, Christoph Neidert M. IMMU-08. THE ANTIGENIC LANDSCAPE OF GLIOBLASTOMA - REFINING THE TARGETS FOR IMMUNOTHERAPY. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz175.502] [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: 11/14/2022] Open
Abstract
Abstract
We provide a comprehensive analysis of the antigenic landscape of glioblastoma using a multi-omics approach including ligandome mapping of the Human Leukocyte Antigen (HLA) ligandome, next generation sequencing (NGS) as well as an in-depth characterization of tumor-infiltrating lymphocytes (TIL) using mass cytometry and ultra-deep sequencing of the T-cell receptor (TCR). Tumor-exclusive HLA class I and class II ligands (immune precipitation and LC-MS/MS) of 24 isocitrate dehydrogenase 1 wild type glioblastoma samples and 10 autologous primary glioblastoma cell lines were defined in comparison to an HLA ligandome normal tissue reference database (n > 418). We found 11,496 glioblastoma exclusive HLA class I ligands (2,064 shared with cell lines; 3,754 on ≥ 2 glioblastoma samples). On the source protein level, 239 glioblastoma exclusive proteins were identified; among them 54 were also found in cell lines. For HLA class II ligands the analysis revealed 11,870 glioblastoma exclusive peptides (444 shared with cell lines; 3,420 on ≥ 2 glioblastoma samples) and 278 glioblastoma exclusive proteins; among which 18 were present also in cell lines. Moreover, whole-exome sequencing and whole RNA sequencing of 13 tumor samples was performed with the aim to predict neoantigens. On average 5,662 somatic missense effects were identified per patient (min: 4,258; max: 7,479). Candidate peptides are grouped into (i) in silico predicted neoepitopes, (ii) tumor-exclusivity on HLA, (iii) gene expression (e.g. cancer testis antigens). Top-ranking candidates from each group will be tested with regards to their immunogenicity in an autologous setting (TIL, peripheral blood mononuclear cells, patient derived tumor cells). Finally, the peptide and immunogenicity data is correlated with the immune phenotype of the TIL compartment as well as the TCR repertoire of the sample.
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Affiliation(s)
- Konstantina Kapolou
- University Hospital and University of Zurich, Department of Neurology, Laboratory of Molecular Neuro-Oncology, Zurich, Switzerland
| | | | | | - Leon Bichmann
- Interfaculty Institute for Cell Biology, Department of Immunology, Tübingen, Germany
| | | | - Stefan Stevanović
- Interfaculty Institute for Cell Biology, Department of Immunology, Tübingen, Germany
| | - Hans-Georg Rammensee
- Interfaculty Institute for Cell Biology, Department of Immunology, Tübingen, Germany
| | - Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
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18
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Komuczki J, Tuzlak S, Friebel E, Hartwig T, Spath S, Rosenstiel P, Waisman A, Opitz L, Oukka M, Schreiner B, Pelczar P, Becher B. Fate-Mapping of GM-CSF Expression Identifies a Discrete Subset of Inflammation-Driving T Helper Cells Regulated by Cytokines IL-23 and IL-1β. Immunity 2019; 50:1289-1304.e6. [DOI: 10.1016/j.immuni.2019.04.006] [Citation(s) in RCA: 102] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2018] [Revised: 02/06/2019] [Accepted: 04/18/2019] [Indexed: 12/13/2022]
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19
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Tugues S, Ducimetiere L, Friebel E, Becher B. Innate lymphoid cells as regulators of the tumor microenvironment. Semin Immunol 2019; 41:101270. [PMID: 30871769 DOI: 10.1016/j.smim.2019.03.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/19/2019] [Accepted: 03/06/2019] [Indexed: 12/13/2022]
Abstract
As crucial players in innate immunity, Innate Lymphoid Cells (ILCs) have been distinctly associated with either tumor-promoting or tumor-inhibiting activities. This dichotomy arises from the high degree of heterogeneity and plasticity between the ILC family subsets. Also, the tissue microenvironment is crucial for the function of ILCs. Especially within the tumor niche, each of the ILC subsets participates in a complex network of interactions with other cells and molecules. Although extensive research has unraveled several aspects of the crosstalk ILCs establish with the tumor microenvironment (TME), numerous questions remain to be answered. Here, we will discuss a role for the different ILC subsets that goes beyond their direct effects on the tumor cells. Instead, we will highlight the ability of ILCs to communicate with the surrounding milieu and the impact this has on tumor progression.
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Affiliation(s)
- Sonia Tugues
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland.
| | - Laura Ducimetiere
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Ekaterina Friebel
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
| | - Burkhard Becher
- Institute of Experimental Immunology, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland
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20
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Galli E, Friebel E, Ingelfinger F, Unger S, Núñez NG, Becher B. The end of omics? High dimensional single cell analysis in precision medicine. Eur J Immunol 2019; 49:212-220. [DOI: 10.1002/eji.201847758] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 11/17/2018] [Accepted: 01/15/2019] [Indexed: 11/09/2022]
Affiliation(s)
- Edoardo Galli
- Institute of Experimental ImmunologyUniversity of Zurich Zurich Switzerland
| | - Ekaterina Friebel
- Institute of Experimental ImmunologyUniversity of Zurich Zurich Switzerland
| | | | - Susanne Unger
- Institute of Experimental ImmunologyUniversity of Zurich Zurich Switzerland
| | | | - Burkhard Becher
- Institute of Experimental ImmunologyUniversity of Zurich Zurich Switzerland
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