Wild immunology assessed by multidimensional mass cytometry
A great part of our knowledge on mammalian immunology has been established in laboratory settings. The use of inbred mouse strains enabled controlled studies of immune cell and molecule functions in defined settings. These studies were usually performed in specific‐pathogen free (SPF) environments p...
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Published in | Cytometry. Part A Vol. 91; no. 1; pp. 85 - 95 |
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Main Authors | , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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01.01.2017
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Abstract | A great part of our knowledge on mammalian immunology has been established in laboratory settings. The use of inbred mouse strains enabled controlled studies of immune cell and molecule functions in defined settings. These studies were usually performed in specific‐pathogen free (SPF) environments providing standardized conditions. In contrast, mammalians including humans living in their natural habitat are continuously facing pathogen encounters throughout their life. The influences of environmental conditions on the signatures of the immune system and on experimental outcomes are yet not well defined. Thus, the transferability of results obtained in current experimental systems to the physiological human situation has always been a matter of debate. Studies elucidating the diversity of “wild immunology” imprintings in detail and comparing it with those of “clean” lab mice are sparse. Here, we applied multidimensional mass cytometry to dissect phenotypic and functional differences between distinct groups of laboratory and pet shop mice as a source for “wild mice”. For this purpose, we developed a 31‐antibody panel for murine leukocyte subsets identification and a 35‐antibody panel assessing various cytokines. Established murine leukocyte populations were easily identified and diverse immune signatures indicative of numerous pathogen encounters were classified particularly in pet shop mice and to a lesser extent in quarantine and non‐SPF mice as compared to SPF mice. In addition, unsupervised analysis identified distinct clusters that associated strongly with the degree of pathogenic priming, including increased frequencies of activated NK cells and antigen‐experienced B‐ and T‐cell subsets. Our study unravels the complexity of immune signatures altered under physiological pathogen challenges and highlights the importance of carefully adapting laboratory settings for immunological studies in mice, including drug and therapy testing. © 2016 International Society for Advancement of Cytometry |
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AbstractList | A great part of our knowledge on mammalian immunology has been established in laboratory settings. The use of inbred mouse strains enabled controlled studies of immune cell and molecule functions in defined settings. These studies were usually performed in specific-pathogen free (SPF) environments providing standardized conditions. In contrast, mammalians including humans living in their natural habitat are continuously facing pathogen encounters throughout their life. The influences of environmental conditions on the signatures of the immune system and on experimental outcomes are yet not well defined. Thus, the transferability of results obtained in current experimental systems to the physiological human situation has always been a matter of debate. Studies elucidating the diversity of "wild immunology" imprintings in detail and comparing it with those of "clean" lab mice are sparse. Here, we applied multidimensional mass cytometry to dissect phenotypic and functional differences between distinct groups of laboratory and pet shop mice as a source for "wild mice". For this purpose, we developed a 31-antibody panel for murine leukocyte subsets identification and a 35-antibody panel assessing various cytokines. Established murine leukocyte populations were easily identified and diverse immune signatures indicative of numerous pathogen encounters were classified particularly in pet shop mice and to a lesser extent in quarantine and non-SPF mice as compared to SPF mice. In addition, unsupervised analysis identified distinct clusters that associated strongly with the degree of pathogenic priming, including increased frequencies of activated NK cells and antigen-experienced B- and T-cell subsets. Our study unravels the complexity of immune signatures altered under physiological pathogen challenges and highlights the importance of carefully adapting laboratory settings for immunological studies in mice, including drug and therapy testing. © 2016 International Society for Advancement of Cytometry A great part of our knowledge on mammalian immunology has been established in laboratory settings. The use of inbred mouse strains enabled controlled studies of immune cell and molecule functions in defined settings. These studies were usually performed in specific-pathogen free (SPF) environments providing standardized conditions. In contrast, mammalians including humans living in their natural habitat are continuously facing pathogen encounters throughout their life. The influences of environmental conditions on the signatures of the immune system and on experimental outcomes are yet not well defined. Thus, the transferability of results obtained in current experimental systems to the physiological human situation has always been a matter of debate. Studies elucidating the diversity of "wild immunology" imprintings in detail and comparing it with those of "clean" lab mice are sparse. Here, we applied multidimensional mass cytometry to dissect phenotypic and functional differences between distinct groups of laboratory and pet shop mice as a source for "wild mice". For this purpose, we developed a 31-antibody panel for murine leukocyte subsets identification and a 35-antibody panel assessing various cytokines. Established murine leukocyte populations were easily identified and diverse immune signatures indicative of numerous pathogen encounters were classified particularly in pet shop mice and to a lesser extent in quarantine and non-SPF mice as compared to SPF mice. In addition, unsupervised analysis identified distinct clusters that associated strongly with the degree of pathogenic priming, including increased frequencies of activated NK cells and antigen-experienced B- and T-cell subsets. Our study unravels the complexity of immune signatures altered under physiological pathogen challenges and highlights the importance of carefully adapting laboratory settings for immunological studies in mice, including drug and therapy testing. copyright 2016 International Society for Advancement of Cytometry A great part of our knowledge on mammalian immunology has been established in laboratory settings. The use of inbred mouse strains enabled controlled studies of immune cell and molecule functions in defined settings. These studies were usually performed in specific-pathogen free (SPF) environments providing standardized conditions. In contrast, mammalians including humans living in their natural habitat are continuously facing pathogen encounters throughout their life. The influences of environmental conditions on the signatures of the immune system and on experimental outcomes are yet not well defined. Thus, the transferability of results obtained in current experimental systems to the physiological human situation has always been a matter of debate. Studies elucidating the diversity of "wild immunology" imprintings in detail and comparing it with those of "clean" lab mice are sparse. Here, we applied multidimensional mass cytometry to dissect phenotypic and functional differences between distinct groups of laboratory and pet shop mice as a source for "wild mice". For this purpose, we developed a 31-antibody panel for murine leukocyte subsets identification and a 35-antibody panel assessing various cytokines. Established murine leukocyte populations were easily identified and diverse immune signatures indicative of numerous pathogen encounters were classified particularly in pet shop mice and to a lesser extent in quarantine and non-SPF mice as compared to SPF mice. In addition, unsupervised analysis identified distinct clusters that associated strongly with the degree of pathogenic priming, including increased frequencies of activated NK cells and antigen-experienced B- and T-cell subsets. Our study unravels the complexity of immune signatures altered under physiological pathogen challenges and highlights the importance of carefully adapting laboratory settings for immunological studies in mice, including drug and therapy testing. © 2016 International Society for Advancement of Cytometry. |
Author | Japp, Alberto Sada Hoffmann, Kerstin Kunkel, Desiree Matzmohr, Nadine Sawitzki, Birgit Glauben, Rainer Volk, Hans‐Dieter Nikolaou, Christos Frentsch, Marco Schlickeiser, Stephan Thiel, Andreas Maecker, Holden T. Siegmund, Britta Radbruch, Andreas Braun, Julian |
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Cites_doi | 10.1038/nm.3853 10.1182/blood-2009-11-253286 10.1089/aid.2010.0155 10.4049/jimmunol.155.4.1873 10.1111/j.1442-9993.2001.01070.pp.x 10.1016/0300-9629(91)90196-J 10.1016/j.immuni.2011.08.016 10.1371/journal.pone.0099794 10.1038/nbt.1991 10.1073/pnas.1304291110 10.1038/nbt.2594 10.1002/1097-0320(20010901)45:1<47::AID-CYTO1143>3.0.CO;2-A 10.1016/j.immuni.2008.12.003 10.1258/la.2011.010183 10.1084/jem.20051224 10.1016/S1471-4906(03)00173-X 10.1111/j.1365-294X.2010.04910.x 10.1016/j.cell.2009.09.033 10.1002/0471142956.cy1017s53 10.1111/pim.12150 10.1111/j.1440-1746.2008.05723.x 10.1038/nri2515 10.1111/j.1365-294X.2010.04938.x 10.1111/j.1365-294X.2011.05269.x |
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Keywords | adaptive immune system mass cytometry Key terms: wild immunology innate immune system |
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Notes | M. Frentsch, D. Kunkel, and A. Thiel contributed equally to this article. A. Sada Japp, K. Hoffmann, and S. Schlickeiser contributed equally to this article. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
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References | 2015; 37 1991; 100 2010 2010; 116 2005; 202 2008; 29 2013; 31 2015; 21 2003; 24 2011; 20 2008; 9 2009 2008; 23 2009; 9 2001; 26 2011; 35 2011; 45 2013; 110 1995; 155 2014; 9 2011; 27 2001; 45 2011; 29 2009; 139 e_1_2_7_6_1 e_1_2_7_5_1 e_1_2_7_4_1 e_1_2_7_3_1 e_1_2_7_9_1 e_1_2_7_8_1 e_1_2_7_7_1 e_1_2_7_19_1 e_1_2_7_18_1 e_1_2_7_16_1 e_1_2_7_2_1 e_1_2_7_15_1 Walunas TL (e_1_2_7_17_1) 1995; 155 e_1_2_7_14_1 e_1_2_7_13_1 e_1_2_7_10_1 e_1_2_7_26_1 e_1_2_7_27_1 Rogers WT (e_1_2_7_12_1) 2009 e_1_2_7_25_1 e_1_2_7_24_1 e_1_2_7_23_1 e_1_2_7_22_1 e_1_2_7_21_1 Maaten LVD. (e_1_2_7_11_1) 2008; 9 e_1_2_7_20_1 |
References_xml | – year: 2010 article-title: Web‐based analysis and publication of flow cytometry experiments publication-title: Curr Protoc Cytom – volume: 24 start-page: 444 year: 2003 end-page: 448 article-title: How stress influences the immune response publication-title: Trends Immunol – volume: 35 start-page: 633 year: 2011 end-page: 646 article-title: Differential expression of Ly6C and T‐bet distinguish effector and memory Th1 CD4(+) cell properties during viral infection publication-title: Immunity – volume: 202 start-page: 1159 year: 2005 end-page: 1162 article-title: Lost in translation: Barriers to implementing clinical immunotherapeutics for autoimmunity publication-title: J Exp Med – volume: 29 start-page: 835 year: 2008 end-page: 838 article-title: A prescription for human immunology publication-title: Immunity – volume: 155 start-page: 1873 year: 1995 end-page: 1883 article-title: Ly‐6C is a marker of memory CD8+ T cells publication-title: J Immunol – volume: 29 start-page: 886 year: 2011 end-page: 891 article-title: Extracting a cellular hierarchy from high‐dimensional cytometry data with SPADE publication-title: Nat Biotechnol – volume: 45 start-page: 271 year: 2011 end-page: 275 article-title: Infectious microorganisms in mice (Mus musculus) purchased from commercial pet shops in Germany publication-title: Lab Anim – volume: 100 start-page: 139 year: 1991 end-page: 143 article-title: Primary immune responses of selected small mammal species to heterologous erythrocytes publication-title: Comp Biochem Physiol A Comp Physiol – volume: 31 start-page: 545 year: 2013 end-page: 552 article-title: viSNE enables visualization of high dimensional single‐cell data and reveals phenotypic heterogeneity of leukemia publication-title: Nat Biotechnol – volume: 9 start-page: 313 year: 2009 end-page: 323 article-title: The gut microbiota shapes intestinal immune responses during health and disease publication-title: Nat Rev Immunol – start-page: 193947 year: 2009 article-title: FlowFP: A bioconductor package for fingerprinting flow cytometric data publication-title: Adv Bioinformatics – volume: 20 start-page: 881 year: 2011 end-page: 892 article-title: Measures of immune function of wild mice, Mus musculus publication-title: Mol Ecol – volume: 37 start-page: 267 year: 2015 end-page: 273 article-title: The laboratory mouse and wild immunology publication-title: Parasite Immunol – volume: 21 start-page: 431 year: 2015 end-page: 439 article-title: Translational value of mouse models in oncology drug development publication-title: Nat Med – volume: 20 start-page: 5103 year: 2011 end-page: 5110 article-title: Natural killer cells in free‐living Mus musculus have a primed phenotype publication-title: Mol Ecol – volume: 110 start-page: 20176 year: 2013 end-page: 20181 article-title: Baseline tumor growth and immune control in laboratory mice are significantly influenced by subthermoneutral housing temperature publication-title: Proc Natl Acad Sci USA – volume: 26 start-page: 32 year: 2001 end-page: 46 article-title: A new method for non‐parametric multivariate analysis of variance publication-title: Austral Ecology – volume: 20 start-page: 872 year: 2011 end-page: 880 article-title: Wild immunology publication-title: Mol Ecol – volume: 27 start-page: 1033 year: 2011 end-page: 1042 article-title: Specific pathogen‐free status alters immunophenotype in rhesus macaques: Implications for the study of simian immunodeficiency virus publication-title: AIDS Res Hum Retroviruses – volume: 9 start-page: e99794 year: 2014 article-title: Conventional housing conditions attenuate the development of experimental autoimmune encephalomyelitis publication-title: PLoS One – volume: 9 start-page: 2579 year: 2008 end-page: 2605 article-title: Visualizing high‐dimensional data using t‐SNE publication-title: J. Mach. Learn. Res – volume: 139 start-page: 485 year: 2009 end-page: 498 article-title: Induction of intestinal Th17 cells by segmented filamentous bacteria publication-title: Cell – volume: 116 start-page: 1299 year: 2010 end-page: 1307 article-title: CD62L expression identifies a unique subset of polyfunctional CD56dim NK cells publication-title: Blood – volume: 45 start-page: 47 year: 2001 end-page: 55 article-title: Probability binning comparison: A metric for quantitating multivariate distribution differences publication-title: Cytometry – volume: 23 start-page: 1834 year: 2008 end-page: 1839 article-title: Probiotic administration alters the gut flora and attenuates colitis in mice administered dextran sodium sulfate publication-title: J Gastroenterol Hepatol – ident: e_1_2_7_21_1 doi: 10.1038/nm.3853 – ident: e_1_2_7_15_1 doi: 10.1182/blood-2009-11-253286 – ident: e_1_2_7_2_1 doi: 10.1089/aid.2010.0155 – volume: 155 start-page: 1873 year: 1995 ident: e_1_2_7_17_1 article-title: Ly‐6C is a marker of memory CD8+ T cells publication-title: J Immunol doi: 10.4049/jimmunol.155.4.1873 – volume: 9 start-page: 2579 year: 2008 ident: e_1_2_7_11_1 article-title: Visualizing high‐dimensional data using t‐SNE publication-title: J. Mach. Learn. Res – ident: e_1_2_7_14_1 doi: 10.1111/j.1442-9993.2001.01070.pp.x – ident: e_1_2_7_6_1 doi: 10.1016/0300-9629(91)90196-J – ident: e_1_2_7_16_1 doi: 10.1016/j.immuni.2011.08.016 – ident: e_1_2_7_25_1 doi: 10.1371/journal.pone.0099794 – ident: e_1_2_7_9_1 doi: 10.1038/nbt.1991 – ident: e_1_2_7_3_1 doi: 10.1073/pnas.1304291110 – ident: e_1_2_7_10_1 doi: 10.1038/nbt.2594 – ident: e_1_2_7_13_1 doi: 10.1002/1097-0320(20010901)45:1<47::AID-CYTO1143>3.0.CO;2-A – ident: e_1_2_7_22_1 doi: 10.1016/j.immuni.2008.12.003 – ident: e_1_2_7_19_1 doi: 10.1258/la.2011.010183 – start-page: 193947 year: 2009 ident: e_1_2_7_12_1 article-title: FlowFP: A bioconductor package for fingerprinting flow cytometric data publication-title: Adv Bioinformatics – ident: e_1_2_7_20_1 doi: 10.1084/jem.20051224 – ident: e_1_2_7_4_1 doi: 10.1016/S1471-4906(03)00173-X – ident: e_1_2_7_5_1 doi: 10.1111/j.1365-294X.2010.04910.x – ident: e_1_2_7_18_1 doi: 10.1016/j.cell.2009.09.033 – ident: e_1_2_7_8_1 doi: 10.1002/0471142956.cy1017s53 – ident: e_1_2_7_23_1 doi: 10.1111/pim.12150 – ident: e_1_2_7_26_1 doi: 10.1111/j.1440-1746.2008.05723.x – ident: e_1_2_7_27_1 doi: 10.1038/nri2515 – ident: e_1_2_7_24_1 doi: 10.1111/j.1365-294X.2010.04938.x – ident: e_1_2_7_7_1 doi: 10.1111/j.1365-294X.2011.05269.x |
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SubjectTerms | adaptive immune system Animals Cluster analysis Cytokines Cytometry Environmental conditions Humans Image Cytometry - methods Immune system Immunology Inbreeding innate immune system Key terms: wild immunology Killer Cells, Natural - immunology Laboratories Leukocytes - immunology Lymphocytes B Lymphocytes T mass cytometry Mice Mice, Inbred Strains - immunology Pathogens Physiology Priming Signatures Studies T-Lymphocyte Subsets - immunology |
Title | Wild immunology assessed by multidimensional mass cytometry |
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