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Knopf P, Stowbur D, Hoffmann SHL, Hermann N, Maurer A, Bucher V, Poxleitner M, Tako B, Sonanini D, Krishnamachary B, Sinharay S, Fehrenbacher B, Gonzalez-Menendez I, Reckmann F, Bomze D, Flatz L, Kramer D, Schaller M, Forchhammer S, Bhujwalla ZM, Quintanilla-Martinez L, Schulze-Osthoff K, Pagel MD, Fransen MF, Röcken M, Martins AF, Pichler BJ, Ghoreschi K, Kneilling M. Acidosis-mediated increase in IFN-γ-induced PD-L1 expression on cancer cells as an immune escape mechanism in solid tumors. Mol Cancer 2023; 22:207. [PMID: 38102680 PMCID: PMC10722725 DOI: 10.1186/s12943-023-01900-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 11/12/2023] [Indexed: 12/17/2023] Open
Abstract
Immune checkpoint inhibitors have revolutionized cancer therapy, yet the efficacy of these treatments is often limited by the heterogeneous and hypoxic tumor microenvironment (TME) of solid tumors. In the TME, programmed death-ligand 1 (PD-L1) expression on cancer cells is mainly regulated by Interferon-gamma (IFN-γ), which induces T cell exhaustion and enables tumor immune evasion. In this study, we demonstrate that acidosis, a common characteristic of solid tumors, significantly increases IFN-γ-induced PD-L1 expression on aggressive cancer cells, thus promoting immune escape. Using preclinical models, we found that acidosis enhances the genomic expression and phosphorylation of signal transducer and activator of transcription 1 (STAT1), and the translation of STAT1 mRNA by eukaryotic initiation factor 4F (elF4F), resulting in an increased PD-L1 expression. We observed this effect in murine and human anti-PD-L1-responsive tumor cell lines, but not in anti-PD-L1-nonresponsive tumor cell lines. In vivo studies fully validated our in vitro findings and revealed that neutralizing the acidic extracellular tumor pH by sodium bicarbonate treatment suppresses IFN-γ-induced PD-L1 expression and promotes immune cell infiltration in responsive tumors and thus reduces tumor growth. However, this effect was not observed in anti-PD-L1-nonresponsive tumors. In vivo experiments in tumor-bearing IFN-γ-/- mice validated the dependency on immune cell-derived IFN-γ for acidosis-mediated cancer cell PD-L1 induction and tumor immune escape. Thus, acidosis and IFN-γ-induced elevation of PD-L1 expression on cancer cells represent a previously unknown immune escape mechanism that may serve as a novel biomarker for anti-PD-L1/PD-1 treatment response. These findings have important implications for the development of new strategies to enhance the efficacy of immunotherapy in cancer patients.
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Affiliation(s)
- Philipp Knopf
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Dimitri Stowbur
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
| | - Sabrina H L Hoffmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Natalie Hermann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Andreas Maurer
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
| | - Valentina Bucher
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Marilena Poxleitner
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Bredi Tako
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Dominik Sonanini
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
| | - Balaji Krishnamachary
- Division of Cancer Imaging Research, The Russell H Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sanhita Sinharay
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, 1881 East Rd, Houston, TX, 77054, USA
| | | | - Irene Gonzalez-Menendez
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- Institute of Pathology and Neuropathology, Department of Pathology, Eberhard Karls University of Tübingen and Comprehensive Cancer Center, Tübingen University Hospital, Tübingen, Germany
| | - Felix Reckmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - David Bomze
- Department of Dermatology, Tel-Aviv Medical Center, Tel-Aviv, Israel
| | - Lukas Flatz
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany
| | - Daniela Kramer
- Interfaculty Institute of Biochemistry, Eberhard Karls University, Tübingen, Germany
| | - Martin Schaller
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany
| | | | - Zaver M Bhujwalla
- Division of Cancer Imaging Research, The Russell H Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Leticia Quintanilla-Martinez
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- Institute of Pathology and Neuropathology, Department of Pathology, Eberhard Karls University of Tübingen and Comprehensive Cancer Center, Tübingen University Hospital, Tübingen, Germany
| | - Klaus Schulze-Osthoff
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- Interfaculty Institute of Biochemistry, Eberhard Karls University, Tübingen, Germany
- German Cancer Consortium (DKTK), partner site Tübingen, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Mark D Pagel
- Department of Cancer Systems Imaging, MD Anderson Cancer Center, 1881 East Rd, Houston, TX, 77054, USA
| | - Marieke F Fransen
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center (LUMC), Leiden, Netherlands
| | - Martin Röcken
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany
- German Cancer Consortium (DKTK), partner site Tübingen, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - André F Martins
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- German Cancer Consortium (DKTK), partner site Tübingen, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Bernd J Pichler
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany
- German Cancer Consortium (DKTK), partner site Tübingen, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Kamran Ghoreschi
- Department of Dermatology, Venereology and Allergology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, 10117, Berlin, Germany
| | - Manfred Kneilling
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.
- Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Röntgenweg 13, 72076, Tübingen, Germany.
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany.
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Philipp Schütte J, Manke MC, Hemmen K, Münzer P, Schörg BF, Campos Ramos G, Pogoda M, Dicenta V, Hoffmann SHL, Pinnecker J, Kollotzek F, Zdanyte M, Müller KAL, Singh Y, Mack AF, Pichler B, Lang F, Nieswandt B, Gawaz M, Heinze KG, Casadei N, Borst O. Platelet-Derived MicroRNAs Regulate Cardiac Remodeling After Myocardial Ischemia. Circ Res 2023; 132:e96-e113. [PMID: 36891903 DOI: 10.1161/circresaha.122.322459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
Abstract
BACKGROUND Platelets can infiltrate ischemic myocardium and are increasingly recognized as critical regulators of inflammatory processes during myocardial ischemia and reperfusion (I/R). Platelets contain a broad repertoire of microRNAs (miRNAs), which, under certain conditions such as myocardial ischemia, may be transferred to surrounding cells or released into the microenvironment. Recent studies could demonstrate that platelets contribute substantially to the circulating miRNA pool holding the potential for so far undiscovered regulatory functions. The present study aimed to determine the role of platelet-derived miRNAs in myocardial injury and repair following myocardial I/R. METHODS In vivo model of myocardial I/R, multimodal in vivo and ex vivo imaging approaches (light-sheet fluorescence microscopy, positron emission tomography and magnetic resonance imaging, speckle-tracking echocardiography) of myocardial inflammation and remodeling, and next-generation deep sequencing analysis of platelet miRNA expression. RESULTS In mice with a megakaryocyte/platelet-specific knockout of pre-miRNA processing ribonuclease Dicer, the present study discloses a key role of platelet-derived miRNAs in the tightly regulated cellular processes orchestrating left ventricular remodeling after myocardial I/R following transient left coronary artery ligation. Disruption of the miRNA processing machinery in platelets by deletion of Dicer resulted in increased myocardial inflammation, impaired angiogenesis, and accelerated development of cardiac fibrosis, culminating in an increased infarct size by d7 that persisted through d28 of myocardial I/R. Worsened cardiac remodeling after myocardial infarction in mice with a platelet-specific Dicer deletion resulted in an increased fibrotic scar formation and distinguishably increased perfusion defect of the apical and anterolateral wall at day 28 post-myocardial infarction. Altogether, these observations culminated in an impaired left ventricular function and hampered long-term cardiac recovery after experimental myocardial infarction and reperfusion therapy. Treatment with the P2Y12 antagonist ticagrelor completely reversed increased myocardial damage and adverse cardiac remodeling observed in DicerPf4∆/Pf4∆ mice. CONCLUSIONS The present study discloses a critical role of platelet-derived miRNA in myocardial inflammation and structural remodeling processes following myocardial I/R.
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Affiliation(s)
- Jan Philipp Schütte
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Mailin-Christin Manke
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Katherina Hemmen
- Rudolf Virchow Center for Translation and Integrative Bioimaging (K.H., J.P., B.N., K.G.H.), University of Würzburg, Germany
| | - Patrick Münzer
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Barbara F Schörg
- Department of Preclinical Imaging and Radiopharmacy, Laboratory for Preclinical Imaging and Imaging Technology of the Werner Siemens-Foundation (B.F.S., S.H.L.H., B.P.), University of Tübingen, Germany
| | - Gustavo Campos Ramos
- Department of Internal Medicine I (G.C.R.), University Hospital of Würzburg, Germany.,Comprehensive Heart Failure Center (G.C.R.), University Hospital of Würzburg, Germany
| | - Michaela Pogoda
- Institute of Medical Genetics and Applied Genomics (M.P., Y.S., N.C.), University of Tübingen, Germany.,NGS Competence Center Tübingen, Germany (M.P., N.C.)
| | - Valerie Dicenta
- Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Sabrina H L Hoffmann
- Department of Preclinical Imaging and Radiopharmacy, Laboratory for Preclinical Imaging and Imaging Technology of the Werner Siemens-Foundation (B.F.S., S.H.L.H., B.P.), University of Tübingen, Germany
| | - Jürgen Pinnecker
- Rudolf Virchow Center for Translation and Integrative Bioimaging (K.H., J.P., B.N., K.G.H.), University of Würzburg, Germany
| | - Ferdinand Kollotzek
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Monika Zdanyte
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Karin A L Müller
- Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Yogesh Singh
- Institute of Medical Genetics and Applied Genomics (M.P., Y.S., N.C.), University of Tübingen, Germany.,Institute of Physiology (Y.S., F.L.), University of Tübingen, Germany
| | - Andreas F Mack
- Institute of Clinical Anatomy and Cell Analysis (A.F.M.), University of Tübingen, Germany
| | - Bernd Pichler
- Department of Preclinical Imaging and Radiopharmacy, Laboratory for Preclinical Imaging and Imaging Technology of the Werner Siemens-Foundation (B.F.S., S.H.L.H., B.P.), University of Tübingen, Germany
| | - Florian Lang
- Institute of Physiology (Y.S., F.L.), University of Tübingen, Germany
| | - Bernhard Nieswandt
- Rudolf Virchow Center for Translation and Integrative Bioimaging (K.H., J.P., B.N., K.G.H.), University of Würzburg, Germany.,Institute of Experimental Biomedicine I (B.N.), University of Würzburg, Germany
| | - Meinrad Gawaz
- Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
| | - Katrin G Heinze
- Rudolf Virchow Center for Translation and Integrative Bioimaging (K.H., J.P., B.N., K.G.H.), University of Würzburg, Germany
| | - Nicolas Casadei
- Institute of Medical Genetics and Applied Genomics (M.P., Y.S., N.C.), University of Tübingen, Germany.,NGS Competence Center Tübingen, Germany (M.P., N.C.)
| | - Oliver Borst
- DFG Heisenberg Research Group Thrombocardiology and Cardiovascular Thrombo-Inflammation (J.P.S., M.-C.M., P.M., F.K., M.Z., O.B.).,Department of Cardiology, Angiology and Cardiovascular Medicine, University Hospital of Tübingen, Germany (J.P.S., M.-C.M., P.M., V.D., F.K., M.Z., K.A.L.M., M.G., O.B.)
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Knopf P, Stowbur D, Hoffmann SHL, Fransen MF, Schwenck J, Pichler BJ, Kneilling M. Preclinical Identification Of Tumor-Draining Lymph Nodes Using a Multimodal Non-invasive In vivo Imaging Approach. Mol Imaging Biol 2023; 25:606-618. [PMID: 36600172 PMCID: PMC10172276 DOI: 10.1007/s11307-022-01797-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/21/2022] [Accepted: 12/06/2022] [Indexed: 01/05/2023]
Abstract
PURPOSE Resection of the tumor-draining lymph -node (TDLN) represents a standard method to identify metastasis for several malignancies. Interestingly, recent preclinical studies indicate that TDLN resection diminishes the efficacy of immune checkpoint inhibitor-based cancer immunotherapies. Thus, accurate preclinical identification of TDLNs is pivotal to uncovering the underlying immunological mechanisms. Therefore, we validated preclinically, and clinically available non-invasive in vivo imaging approaches for precise TDLN identification. PROCEDURES For visualization of the lymphatic drainage into the TDLNs by non-invasive in vivo optical imaging, we injected the optical imaging contrast agents Patent Blue V (582.7 g mol-1) and IRDye® 800CW polyethylene glycol (PEG; 25,000-60,000 g mol-1), subcutaneously (s.c.) in close proximity to MC38 adenocarcinomas at the right flank of experimental mice. For determination of the lymphatic drainage and the glucose metabolism in TDLNs by non-invasive in vivo PET/magnetic resonance imaging (PET/MRI), we injected the positron emission tomography (PET) tracer (2-deoxy-2[18F]fluoro-D-glucose (18F-FDG) [181.1 g mol-1]) in a similar manner. For ex vivo cross-correlation, we isolated TDLNs and contralateral nontumor-draining lymph nodes (NTDLNs) and performed optical imaging, biodistribution, and autoradiography analysis. RESULTS The clinically well-established Patent Blue V was superior for intraoperative macroscopic identification of the TDLNs compared with IRDye® 800CW PEG but was not sensitive enough for non-invasive in vivo detection by optical imaging. Ex vivo Patent Blue V biodistribution analysis clearly identified the right accessory axillary and the proper axillary lymph node (LN) as TDLNs, whereas ex vivo IRDye® 800CW PEG completely failed. In contrast, functional non-invasive in vivo 18F-FDG PET/MRI identified a significantly elevated uptake exclusively within the ipsilateral accessory axillary TDLN of experimental mice and was able to differentiate between the accessory axillary and the proper LN. Ex vivo biodistribution and autoradiography confirmed our in vivo 18F-FDG PET/MRI results. CONCLUSIONS When taken together, our results demonstrate the feasibility of 18F-FDG-PET/MRI as a valid method for non-invasive in vivo, intraoperative, and ex vivo identification of the lymphatic drainage and glucose metabolism within the TDLNs. In addition, using Patent Blue V provides additive value for the macroscopic localization of the lymphatic drainage both visually and by ex vivo optical imaging analysis. Thus, both methods are valuable, easy to implement, and cost-effective for preclinical identification of the TDLN.
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Affiliation(s)
- Philipp Knopf
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Dimitri Stowbur
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", 72076, Tübingen, Germany
| | - Sabrina H L Hoffmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Marieke F Fransen
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center (LUMC), Leiden, The Netherlands
| | - Johannes Schwenck
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", 72076, Tübingen, Germany.,Department of Nuclear Medicine and Clinical Molecular Imaging, Eberhard Karls University, Tübingen, Germany
| | - Bernd J Pichler
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", 72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center, Heidelberg, Germany
| | - Manfred Kneilling
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany. .,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", 72076, Tübingen, Germany. .,Department of Dermatology, Eberhard Karls University, Tübingen, Germany.
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Anbu S, Hoffmann SHL, Carniato F, Kenning L, Price TW, Prior TJ, Botta M, Martins AF, Stasiuk GJ. A Single-Pot Template Reaction Towards a Manganese-Based T 1 Contrast Agent. Angew Chem Int Ed Engl 2021; 60:10736-10744. [PMID: 33624910 PMCID: PMC8252504 DOI: 10.1002/anie.202100885] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Indexed: 12/23/2022]
Abstract
Manganese-based contrast agents (MnCAs) have emerged as suitable alternatives to gadolinium-based contrast agents (GdCAs). However, due to their kinetic lability and laborious synthetic procedures, only a few MnCAs have found clinical MRI application. In this work, we have employed a highly innovative single-pot template synthetic strategy to develop a MnCA, MnLMe , and studied the most important physicochemical properties in vitro. MnLMe displays optimized r1 relaxivities at both medium (20 and 64 MHz) and high magnetic fields (300 and 400 MHz) and an enhanced r1b =21.1 mM-1 s-1 (20 MHz, 298 K, pH 7.4) upon binding to BSA (Ka =4.2×103 M-1 ). In vivo studies show that MnLMe is cleared intact into the bladder through renal excretion and has a prolonged blood half-life compared to the commercial GdCA Magnevist. MnLMe shows great promise as a novel MRI contrast agent.
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Affiliation(s)
- Sellamuthu Anbu
- Department of Biomedical SciencesUniversity of HullCottingham RoadHullHU6 7RXUK
- Department of ChemistryUniversity of HullCottingham RoadHullHU6 7RXUK
| | - Sabrina H. L. Hoffmann
- Werner Siemens Imaging CenterDepartment of Preclinical Imaging and RadiopharmacyEberhard Karls University Tübingen, Röntgenweg 13/172076TübingenGermany
| | - Fabio Carniato
- Dipartimento di Scienze e InnovazioneTecnologicaUniversità del Piemonte Orientale “A. Avogadro”Viale Teresa Michel 1115121AlessandriaItaly
| | - Lawrence Kenning
- MRI centreHull Royal Infirmary Hospital NHS TrustAnlaby RoadHullHU3 2JZUK
| | - Thomas W. Price
- Department of Imaging Chemistry and BiologySchool of Biomedical Engineering and Imaging SciencesKing's College LondonFourth Floor Lambeth WingSt Thomas' HospitalLondonSE1 7EHUK
| | - Timothy J. Prior
- Department of ChemistryUniversity of HullCottingham RoadHullHU6 7RXUK
| | - Mauro Botta
- Dipartimento di Scienze e InnovazioneTecnologicaUniversità del Piemonte Orientale “A. Avogadro”Viale Teresa Michel 1115121AlessandriaItaly
| | - Andre F. Martins
- Werner Siemens Imaging CenterDepartment of Preclinical Imaging and RadiopharmacyEberhard Karls University Tübingen, Röntgenweg 13/172076TübingenGermany
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”University of TuebingenGermany
| | - Graeme J. Stasiuk
- Department of Imaging Chemistry and BiologySchool of Biomedical Engineering and Imaging SciencesKing's College LondonFourth Floor Lambeth WingSt Thomas' HospitalLondonSE1 7EHUK
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5
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Anbu S, Hoffmann SHL, Carniato F, Kenning L, Price TW, Prior TJ, Botta M, Martins AF, Stasiuk GJ. A Single-Pot Template Reaction Towards a Manganese-Based T1 Contrast Agent. Angew Chem Weinheim Bergstr Ger 2021; 133:10831-10839. [PMID: 38505690 PMCID: PMC10947048 DOI: 10.1002/ange.202100885] [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] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Indexed: 12/20/2022]
Abstract
Manganese-based contrast agents (MnCAs) have emerged as suitable alternatives to gadolinium-based contrast agents (GdCAs). However, due to their kinetic lability and laborious synthetic procedures, only a few MnCAs have found clinical MRI application. In this work, we have employed a highly innovative single-pot template synthetic strategy to develop a MnCA, MnLMe, and studied the most important physicochemical properties in vitro. MnLMe displays optimized r 1 relaxivities at both medium (20 and 64 MHz) and high magnetic fields (300 and 400 MHz) and an enhanced r 1 b=21.1 mM-1 s-1 (20 MHz, 298 K, pH 7.4) upon binding to BSA (K a=4.2×103 M-1). In vivo studies show that MnLMe is cleared intact into the bladder through renal excretion and has a prolonged blood half-life compared to the commercial GdCA Magnevist. MnLMe shows great promise as a novel MRI contrast agent.
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Affiliation(s)
- Sellamuthu Anbu
- Department of Biomedical SciencesUniversity of HullCottingham RoadHullHU6 7RXUK
- Department of ChemistryUniversity of HullCottingham RoadHullHU6 7RXUK
| | - Sabrina H. L. Hoffmann
- Werner Siemens Imaging CenterDepartment of Preclinical Imaging and RadiopharmacyEberhard Karls University Tübingen, Röntgenweg 13/172076TübingenGermany
| | - Fabio Carniato
- Dipartimento di Scienze e InnovazioneTecnologicaUniversità del Piemonte Orientale “A. Avogadro”Viale Teresa Michel 1115121AlessandriaItaly
| | - Lawrence Kenning
- MRI centreHull Royal Infirmary Hospital NHS TrustAnlaby RoadHullHU3 2JZUK
| | - Thomas W. Price
- Department of Imaging Chemistry and BiologySchool of Biomedical Engineering and Imaging SciencesKing's College LondonFourth Floor Lambeth WingSt Thomas' HospitalLondonSE1 7EHUK
| | - Timothy J. Prior
- Department of ChemistryUniversity of HullCottingham RoadHullHU6 7RXUK
| | - Mauro Botta
- Dipartimento di Scienze e InnovazioneTecnologicaUniversità del Piemonte Orientale “A. Avogadro”Viale Teresa Michel 1115121AlessandriaItaly
| | - Andre F. Martins
- Werner Siemens Imaging CenterDepartment of Preclinical Imaging and RadiopharmacyEberhard Karls University Tübingen, Röntgenweg 13/172076TübingenGermany
- Cluster of Excellence iFIT (EXC 2180) “Image-Guided and Functionally Instructed Tumor Therapies”University of TuebingenGermany
| | - Graeme J. Stasiuk
- Department of Imaging Chemistry and BiologySchool of Biomedical Engineering and Imaging SciencesKing's College LondonFourth Floor Lambeth WingSt Thomas' HospitalLondonSE1 7EHUK
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6
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Brück J, Calaminus C, Hoffmann SHL, Schwenck J, Holstein J, Yazdi AS, Pichler B, Kneilling M, Ghoreschi K. Non invasive in vivo monitoring of dimethyl fumarate treatment in EAE by assessing the glucose metabolism in secondary lymphoid organs. Eur J Immunol 2020; 51:1006-1009. [PMID: 33368219 DOI: 10.1002/eji.202048879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/08/2020] [Accepted: 12/04/2020] [Indexed: 11/10/2022]
Abstract
[18 F]FDG-PET/CT is a high sensitive functional diagnostic imaging modality to monitor tumor but also immune cell activation by determination of the glucose metabolism. Our results show that the anti-inflammatory effects of immunotherapeutics like DMF can be assessed non invasively in vivo during Th1/Th17 cell-mediated encephalomyelitis (EAE) by [18 F]FDG-PET/CT imaging of the draining lymph nodes.
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Affiliation(s)
- Jürgen Brück
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany
| | - Carsten Calaminus
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Sabrina H L Hoffmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany
| | - Johannes Schwenck
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Department of Nuclear Medicine and Clinical Molecular Imaging, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Eberhard Karls University, Tübingen, Germany
| | - Julia Holstein
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany
| | - Amir S Yazdi
- Department of Dermatology and Allergology, RWTH Aachen, Aachen, Germany
| | - Bernd Pichler
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Eberhard Karls University, Tübingen, Germany
| | - Manfred Kneilling
- Department of Dermatology, Eberhard Karls University, Tübingen, Germany.,Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University, Tübingen, Germany.,Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", Eberhard Karls University, Tübingen, Germany
| | - Kamran Ghoreschi
- Department of Dermatology, Venerology and Allergology, Charité Universitätsmedizin Berlin, Charitéplatz1, Berlin, Germany
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7
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Hoffmann SHL, Reck DI, Maurer A, Fehrenbacher B, Sceneay JE, Poxleitner M, Öz HH, Ehrlichmann W, Reischl G, Fuchs K, Schaller M, Hartl D, Kneilling M, Möller A, Pichler BJ, Griessinger CM. Visualization and quantification of in vivo homing kinetics of myeloid-derived suppressor cells in primary and metastatic cancer. Am J Cancer Res 2019; 9:5869-5885. [PMID: 31534525 PMCID: PMC6735369 DOI: 10.7150/thno.33275] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 06/06/2019] [Indexed: 12/17/2022] Open
Abstract
Myeloid-derived suppressor cells (MDSCs) are immunosuppressive cells of the myeloid compartment and major players in the tumor microenvironment (TME). With increasing numbers of studies describing MDSC involvement in cancer immune escape, cancer metastasis and the dampening of immunotherapy responses, MDSCs are of high interest in current cancer therapy research. Although heavily investigated in the last decades, the in vivo migration dynamics of MDSC subpopulations in tumor- or metastases-bearing mice have not yet been studied extensively. Therefore, we have modified our previously reported intracellular cell labeling method and applied it to in vitro generated MDSCs for the quantitative in vivo monitoring of MDSC migration in primary and metastatic cancer. MDSC migration to primary cancers was further correlated to the frequency of endogenous MDSCs. Methods: Utilizing a 64Cu-labeled 1,4,7-triazacyclononane-triacetic acid (NOTA)-modified CD11b-specific monoclonal antibody (mAb) (clone M1/70), we were able to label in vitro generated polymorphonuclear (PMN-) and monocytic (M-) MDSCs for positron emission tomography (PET) imaging. Radiolabeled PMN- and M-MDSCs ([64Cu]PMN-MDSCs and [64Cu]M-MDSCs, respectively) were then adoptively transferred into primary and metastatic MMTV-PyMT-derived (PyMT-) breast cancer- and B16F10 melanoma-bearing experimental animals, and static PET and anatomical magnetic resonance (MR) images were acquired 3, 24 and 48 h post cell injection. Results: The internalization of the [64Cu]NOTA-mAb-CD11b-complex was completed within 3 h, providing moderately stable radiolabeling with little detrimental effect on cell viability and function as determined by Annexin-V staining and T cell suppression in flow cytometric assays. Further, we could non-invasively and quantitatively monitor the migration and tumor homing of both [64Cu]NOTA-αCD11b-mAb-labeled PMN- and M-MDSCs in mouse models of primary and metastatic breast cancer and melanoma by PET. We were able to visualize and quantify an increased migration of adoptively transferred [64Cu]M-MDSCs than [64Cu]PMN-MDSCs to primary breast cancer lesions. The frequency of endogenous MDSCs in the PyMT breast cancer and B16F10 melanoma model correlated to the uptake values of adoptively transferred MDSCs with higher frequencies of PMN- and M-MDSCs in the more aggressive B16F10 melanoma tumors. Moreover, aggressively growing melanomas and melanoma-metastatic lesions recruited higher percentages of both [64Cu]PMN- and [64Cu]M-MDSCs than primary and metastatic breast cancer lesions as early as 24 h post adoptive MDSC transfer, indicating an overall stronger recruitment of cancer-promoting immunosuppressive MDSCs. Conclusion: Targeting of the cell surface integrin CD11b with a radioactive mAb is feasible for labeling of murine MDSCs for PET imaging. Fast internalization of the [64Cu]NOTA-αCD11b-mAb provides presumably enhanced stability while cell viability and functionality was not significantly affected. Moreover, utilization of the CD11b-specific mAb allows for straightforward adaptation of the labeling approach for in vivo molecular imaging of other myeloid cells of interest in cancer therapy, including monocytes, macrophages or neutrophils.
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8
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Sceneay J, Griessinger CM, Hoffmann SHL, Wen SW, Wong CSF, Krumeich S, Kneilling M, Pichler BJ, Möller A. Tracking the fate of adoptively transferred myeloid-derived suppressor cells in the primary breast tumor microenvironment. PLoS One 2018; 13:e0196040. [PMID: 29677215 PMCID: PMC5909918 DOI: 10.1371/journal.pone.0196040] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Accepted: 04/05/2018] [Indexed: 12/21/2022] Open
Abstract
Myeloid-derived suppressor cells (MDSCs) are a heterogeneous population of immature myeloid progenitor cells that are expanded in cancer and act as potent suppressors of the anti-tumor immune response. MDSCs consist of two major subsets, namely monocytic (M-) MDSCs and granulocytic (G-) MDSCs that differ with respect to their phenotype, morphology and mechanisms of suppression. Here, we cultured bone marrow cells with IL-6 and GM-CSF in vitro to generate a population of bone marrow MDSCs (BM-MDSCs) similar to G-MDSCs from tumor-bearing mice in regards to phenotype, morphology and suppressive-function. Through fluorescent labeling of these BM-MDSCs and optical imaging, we could visualize the recruitment and localization of BM-MDSCs in breast tumor-bearing mice in vivo. Furthermore, we were able to demonstrate that BM-MDSCs home to primary and metastatic breast tumors, but have no significant effect on tumor growth or progression. Ex vivo flow cytometry characterization of BM-MDSCs after adoptive transfer demonstrated both organ-and tumor-specific effects on their phenotype and differentiation, demonstrating the importance of the local microenvironment on MDSC fate and function. In this study, we have developed a method to generate, visualize and detect BM-MDSCs in vivo and ex vivo through optical imaging and flow cytometry, in order to understand the organ-specific changes rendered to MDSCs in breast cancer.
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Affiliation(s)
- Jaclyn Sceneay
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Christoph M. Griessinger
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Sabrina H. L. Hoffmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Shu Wen Wen
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Christina S. F. Wong
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Sophie Krumeich
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Manfred Kneilling
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen, Tübingen, Germany
- Department of Dermatology, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Bernd J. Pichler
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Andreas Möller
- Tumor Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
- School of Medicine, University of Queensland, Brisbane, Australia
- * E-mail:
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9
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Hoffmann SHL, Maurer A, Reck DI, Reischl G, Pichler BJ, Kneilling M, Griessinger CM. Murine Lymphocyte Labeling by 64Cu-Antibody Receptor Targeting for In Vivo Cell Trafficking by PET/CT. J Vis Exp 2017. [PMID: 28518105 DOI: 10.3791/55270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
This protocol illustrates the production of 64Cu and the chelator conjugation/radiolabeling of a monoclonal antibody (mAb) followed by murine lymphocyte cell culture and 64Cu-antibody receptor targeting of the cells. In vitro evaluation of the radiolabel and non-invasive in vivo cell tracking in an animal model of an airway delayed-type hypersensitivity reaction (DTHR) by PET/CT are described. In detail, the conjugation of a mAb with the chelator 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA) is shown. Following the production of radioactive 64Cu, radiolabeling of the DOTA-conjugated mAb is described. Next, the expansion of chicken ovalbumin (cOVA)-specific CD4+ interferon (IFN)-γ-producing T helper cells (cOVA-TH1) and the subsequent radiolabeling of the cOVA-TH1 cells are depicted. Various in vitro techniques are presented to evaluate the effects of 64Cu-radiolabeling on the cells, such as the determination of cell viability by trypan blue exclusion, the staining for apoptosis with Annexin V for flow cytometry, and the assessment of functionality by IFN-γ enzyme-linked immunosorbent assay (ELISA). Furthermore, the determination of the radioactive uptake into the cells and the labeling stability are described in detail. This protocol further describes how to perform cell tracking studies in an animal model for an airway DTHR and, therefore, the induction of cOVA-induced acute airway DHTR in BALB/c mice is included. Finally, a robust PET/CT workflow including image acquisition, reconstruction, and analysis is presented. The 64Cu-antibody receptor targeting approach with subsequent receptor internalization provides high specificity and stability, reduced cellular toxicity, and low efflux rates compared to common PET-tracers for cell labeling, e.g.64Cu-pyruvaldehyde bis(N4-methylthiosemicarbazone) (64Cu-PTSM). Finally, our approach enables non-invasive in vivo cell tracking by PET/CT with an optimal signal-to-background ratio for 48 h. This experimental approach can be transferred to different animal models and cell types with membrane-bound receptors that are internalized.
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Affiliation(s)
- Sabrina H L Hoffmann
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen
| | - Andreas Maurer
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen
| | - Dorothea I Reck
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen
| | - Gerald Reischl
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen
| | - Bernd J Pichler
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen
| | - Manfred Kneilling
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen; Department of Dermatology, Eberhard Karls University Tübingen
| | - Christoph M Griessinger
- Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard Karls University Tübingen;
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