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Balz K, Grange M, Pegel U, Karamya ZA, Mello M, Zhou X, Berger T, Bloch K, Dunham D, Chinthrajah S, Nadeau K, Luche H, Skevaki C. A novel mass cytometry protocol optimized for immunophenotyping of low-frequency antigen-specific T cells. Front Cell Infect Microbiol 2024; 13:1336489. [PMID: 38287974 PMCID: PMC10822892 DOI: 10.3389/fcimb.2023.1336489] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 12/20/2023] [Indexed: 01/31/2024] Open
Abstract
Understanding antigen-specific T-cell responses, for example, following virus infections or allergen exposure, is of high relevance for the development of vaccines and therapeutics. We aimed on optimizing immunophenotyping of T cells after antigen stimulation by improving staining procedures for flow and mass cytometry. Our method can be used for primary cells of both mouse and human origin for the detection of low-frequency T-cell response using a dual-barcoding system for individual samples and conditions. First, live-cell barcoding was performed using anti-CD45 antibodies prior to an in vitro T-cell stimulation assay. Second, to discriminate between stimulation conditions and prevent cell loss, sample barcoding was combined with a commercial barcoding solution. This dual-barcoding approach is cell sparing and, therefore, particularly relevant for samples with low cell numbers. To further reduce cell loss and to increase debarcoding efficiency of multiplexed samples, we combined our dual-barcoding approach with a new centrifugation-free washing system by laminar flow (Curiox™). Finally, to demonstrate the benefits of our established protocol, we assayed virus-specific T-cell response in SARS-CoV-2-vaccinated and SARS-CoV-2-infected patients and compared with healthy non-exposed individuals by a high-parameter CyTOF analysis. We could reveal a heterogeneity of phenotypes among responding CD4, CD8, and gd-T cells following antigen-specific stimulations. Our protocol allows to assay antigen-specific responses of minute populations of T cells to virus-derived peptides, allergens, or other antigens from the same donor sample, in order to investigate qualitative and quantitative differences.
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Affiliation(s)
- Kathrin Balz
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Magali Grange
- Centre d’Immunophénomique Centre d'Immunophénomique (CIPHE), Aix Marseille Université, INSERM, CNRS Philipps-Universität Marburg (UMR), Marseille, France
| | - Uta Pegel
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Zain A. Karamya
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Marielle Mello
- Centre d’Immunophénomique Centre d'Immunophénomique (CIPHE), Aix Marseille Université, INSERM, CNRS Philipps-Universität Marburg (UMR), Marseille, France
| | - Xiaoying Zhou
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Thilo Berger
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Konstantin Bloch
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Diane Dunham
- Sean N Parker Center for Allergy and Asthma Research at Stanford University, Stanford, CA, United States
| | - Sharon Chinthrajah
- Sean N Parker Center for Allergy and Asthma Research at Stanford University, Stanford, CA, United States
| | - Kari Nadeau
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Hervé Luche
- Centre d’Immunophénomique Centre d'Immunophénomique (CIPHE), Aix Marseille Université, INSERM, CNRS Philipps-Universität Marburg (UMR), Marseille, France
| | - Chrysanthi Skevaki
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
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Balz K, Kaushik A, Cemic F, Sampath V, Heger V, Renz H, Nadeau K, Skevaki C. Cross-reactive MHC class I T cell epitopes may dictate heterologous immune responses between respiratory viruses and food allergens. Sci Rep 2023; 13:14874. [PMID: 37684288 PMCID: PMC10491592 DOI: 10.1038/s41598-023-41187-1] [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: 03/06/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
Respiratory virus infections play a major role in asthma, while there is a close correlation between asthma and food allergy. We hypothesized that T cell-mediated heterologous immunity may induce asthma symptoms among sensitized individuals and used two independent in silico pipelines for the identification of cross-reactive virus- and food allergen- derived T cell epitopes, considering individual peptide sequence similarity, MHC binding affinity and immunogenicity. We assessed the proteomes of human rhinovirus (RV1b), respiratory syncytial virus (RSVA2) and influenza-strains contained in the seasonal quadrivalent influenza vaccine 2019/2020 (QIV 2019/2020), as well as SARS-CoV-2 for human HLA alleles, in addition to more than 200 most common food allergen protein sequences. All resulting allergen-derived peptide candidates were subjected to an elaborate scoring system considering multiple criteria, including clinical relevance. In both bioinformatics approaches, we found that shortlisted peptide pairs that are potentially binding to MHC class II molecules scored up to 10 × lower compared to MHC class I candidate epitopes. For MHC class I food allergen epitopes, several potentially cross-reactive peptides from shrimp, kiwi, apple, soybean and chicken were identified. The shortlisted set of peptide pairs may be implicated in heterologous immune responses and translated to peptide immunization strategies with immunomodulatory properties.
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Affiliation(s)
- Kathrin Balz
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), 35043, Marburg, Germany
| | - Abhinav Kaushik
- Division of Pulmonary, Allergy and Critical Care Medicine, Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, CA, 94040, USA
- Departmental of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Franz Cemic
- Department of Computer Science, TH Mittelhessen, University of Applied Sciences Gießen, 35390, Giessen, Germany
| | - Vanitha Sampath
- Division of Pulmonary, Allergy and Critical Care Medicine, Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, CA, 94040, USA
| | - Vanessa Heger
- Department of Computer Science, TH Mittelhessen, University of Applied Sciences Gießen, 35390, Giessen, Germany
| | - Harald Renz
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), 35043, Marburg, Germany
| | - Kari Nadeau
- Departmental of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Chrysanthi Skevaki
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), 35043, Marburg, Germany.
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Balz K, Chen M, Kaushik A, Cemic F, Heger V, Renz H, Nadeau K, Skevaki C. Homologies between SARS-CoV-2 and allergen proteins may direct T cell-mediated heterologous immune responses. Res Sq 2020:rs.3.rs-86873. [PMID: 33052330 PMCID: PMC7553154 DOI: 10.21203/rs.3.rs-86873/v1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The outbreak of the new Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is a public health emergency. Asthma does not represent a risk factor for COVID-19 in several published cohorts. We hypothesized that the SARS-CoV-2 proteome contains T cell epitopes, which are potentially cross-reactive to allergen epitopes. We aimed at identifying homologous peptide sequences by means of two distinct complementary bioinformatics approaches. Pipeline 1 included prediction of MHC Class I and Class II epitopes contained in the SARS-CoV-2 proteome and allergens along with alignment and elaborate ranking approaches. Pipeline 2 involved alignment of SARS-CoV-2 overlapping peptides with known allergen-derived T cell epitopes. Our results indicate a large number of MHC Class I epitope pairs including known as well as de novo predicted allergen T cell epitopes with high probability for cross-reactivity. Allergen sources, such as Aspergillus fumigatus , Phleum pratense and Dermatophagoides species are of particular interest due to their association with multiple cross-reactive candidate peptides, independently of the applied bioinformatic approach. In contrast, peptides derived from food allergens, as well as MHC class II epitopes did not achieve high in silico ranking and were therefore not further investigated. Our findings warrant further experimental confirmation along with examination of the functional importance of such cross-reactive responses.
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Affiliation(s)
- Kathrin Balz
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Meng Chen
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University and Division of Pulmonary, Allergy & Critical Care Medicine, Stanford, CA, USA
| | - Abhinav Kaushik
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University and Division of Pulmonary, Allergy & Critical Care Medicine, Stanford, CA, USA
| | - Franz Cemic
- TH Mittelhessen, Department of Computer Science, University of Applied Sciences Gießen, Hessen, Deutschland
| | - Vanessa Heger
- TH Mittelhessen, Department of Computer Science, University of Applied Sciences Gießen, Hessen, Deutschland
| | - Harald Renz
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
| | - Kari Nadeau
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University and Division of Pulmonary, Allergy & Critical Care Medicine, Stanford, CA, USA
| | - Chrysanthi Skevaki
- Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, German Center for Lung Research (DZL), Marburg, Germany
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Balz K, Trassl L, Härtel V, Nelson PP, Skevaki C. Virus-Induced T Cell-Mediated Heterologous Immunity and Vaccine Development. Front Immunol 2020; 11:513. [PMID: 32296430 PMCID: PMC7137989 DOI: 10.3389/fimmu.2020.00513] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 03/06/2020] [Indexed: 12/15/2022] Open
Abstract
Heterologous immunity (H.I.) is a consequence of an encounter with a specific antigen, which can alter the subsequent immune response to a different antigen. This can happen at the innate immune system level—often called trained immunity or innate immune memory—and/or at the adaptive immune system level involving T memory cells and antibodies. Viruses may also induce T cell-mediated H.I., which can confer protection or drive immunopathology against other virus subtypes, related or unrelated viruses, other pathogens, auto- or allo-antigens. It is important to understand the underlying mechanisms for the development of antiviral “universal” vaccines and broader T cell responses rather than just subtype-specific antibody responses as in the case of influenza. Furthermore, knowledge about determinants of vaccine-mediated H.I. may inform public health policies and provide suggestions for repurposing existing vaccines. Here, we introduce H.I. and provide an overview of evidence on virus- and antiviral vaccine-induced T cell-mediated cross-reactive responses. We also discuss the factors influencing final clinical outcome of virus-mediated H.I. as well as non-specific beneficial effects of live attenuated antiviral vaccines such as measles and vaccinia. Available epidemiological and mechanistic data have implications both for the development of new vaccines and for personalized vaccinology, which are presented. Finally, we formulate future research priorities and opportunities.
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Affiliation(s)
- Kathrin Balz
- German Center for Lung Research (DZL), Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, Marburg, Germany
| | - Lilith Trassl
- German Center for Lung Research (DZL), Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, Marburg, Germany
| | - Valerie Härtel
- German Center for Lung Research (DZL), Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, Marburg, Germany
| | - Philipp P Nelson
- German Center for Lung Research (DZL), Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, Marburg, Germany
| | - Chrysanthi Skevaki
- German Center for Lung Research (DZL), Institute of Laboratory Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), Philipps University Marburg, Marburg, Germany
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Schultz-Hector S, Balz K. Radiation-induced loss of endothelial alkaline phosphatase activity and development of myocardial degeneration. An ultrastructural study. J Transl Med 1994; 71:252-60. [PMID: 8078304] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND There is general agreement that radiation effects on capillary endothelial cells are a leading event in the pathogenesis of late effects of radiation in normal tissues. The mechanism of microvascular involvement however is unclear. In the myocardium, there is not only a decrease in capillary number, but a focal loss of endothelial alkaline phosphatase. The present study addresses the question of whether radiation-induced alkaline phosphatase loss is due to cell death or to modification of cell function and ultrastructure. EXPERIMENTAL DESIGN The time course of ultrastructural changes underlying endothelial alkaline phosphatase loss and development of myocardial degeneration was studied in two strains of rat, that differ in latent time of clinical radiation-induced cardiomyopathy. RESULTS In both strains of rat, development of ultrastructural damage in cardiomyocytes was preceded by a focal loss of endothelial alkaline phosphatase reactivity. The absence of enzyme reaction product was neither due to endothelial cell loss, nor to a depletion in enzyme-bearing cytotoxic vesicles. The endothelial cell/pericyte relationship was also unchanged. Within enzyme-negative areas, there was an increased number of enlarged endothelial cells and of lymphocyte adherence to endothelial cells, which was then followed by endothelial cell rupture and extravasation of blood cells. In Wistar rats, enzyme loss started at 25 days after 20 Gy and reached its maximum extent by 90 days. In Sprague-Dawley rats, which show a significantly higher pre-irradiation enzyme reactivity, the onset of alkaline phosphatase loss and associated alterations was delayed by about 30 days and was significantly less extensive. CONCLUSIONS Radiation-induced endothelial alkaline phosphatase loss is unrelated to cell death in mitosis, but nonetheless it is relevant for the development of ultimate clinical heart failure.
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Affiliation(s)
- S Schultz-Hector
- GSF-Institut für Strahlenbiologie, Neuherberg, Federal Republic of Germany
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Schultz-Hector S, Balz K, Böhm M, Ikehara Y, Rieke L. Cellular localization of endothelial alkaline phosphatase reaction product and enzyme protein in the myocardium. J Histochem Cytochem 1993; 41:1813-21. [PMID: 8245430 DOI: 10.1177/41.12.8245430] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.0] [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: 01/29/2023] Open
Abstract
Myocardial capillary endothelial cells, arteriolar endothelial cells, and the arterial adventitia show positive alkaline phosphatase (AP) enzyme reaction and immunoreactivity in both rat and human hearts. In guinea pigs, however, capillary endothelial staining is discontinuous and arterial adventitia is negative. The ultrastructural correlate of discontinuous capillary staining is a pronounced labeling of pericytes in guinea pig heart and relatively weak endothelial staining. In rat and human heart, enzyme reaction products are localized mainly on plasma membranes and cytotic vesicles of endothelial cells. Comparison of two strains of rat reveals a more dense deposition of enzyme reaction product along the luminal and particularly along the abluminal plasma membrane of Sprague-Dawley rats than of Wistar rats. Quantitative analysis of immunogold labeled anti-AP antibody density confirms the pronounced polarity of capillary endothelial cell labeling in Sprague-Dawley rats. More than 80% of total endothelial AP protein in Sprague-Dawley rats is localized over the abluminal plasma membrane and basal lamina, as compared with less than 30% in Wistar rats. Moreover, the total endothelial cell labeling is almost sixfold higher in Sprague-Dawley than in Wistar rats. Total endothelial labeling and proportion of labeling on the abluminal endothelial plasma membrane in human hearts is intermediate between the two strains of rat. The strain and species differences in enzyme distribution could provide important information concerning enzyme function.
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