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Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease
OBJECTIVE: The importance of inflammation in atherosclerosis is well accepted, but the role of the adaptive immune system is not yet fully understood. To further explore this, we assessed the circulating immune cell profile of patients with coronary artery disease (CAD) to identify discriminatory fe...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621005/ https://www.ncbi.nlm.nih.gov/pubmed/37927302 http://dx.doi.org/10.1002/cti2.1462 |
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author | Kott, Katharine A Chan, Adam S Vernon, Stephen T Hansen, Thomas Kim, Taiyun de Dreu, Macha Gunasegaran, Bavani Murphy, Andrew J Patrick, Ellis Psaltis, Peter J Grieve, Stuart M Yang, Jean Y Fazekas de St Groth, Barbara McGuire, Helen M Figtree, Gemma A |
author_facet | Kott, Katharine A Chan, Adam S Vernon, Stephen T Hansen, Thomas Kim, Taiyun de Dreu, Macha Gunasegaran, Bavani Murphy, Andrew J Patrick, Ellis Psaltis, Peter J Grieve, Stuart M Yang, Jean Y Fazekas de St Groth, Barbara McGuire, Helen M Figtree, Gemma A |
author_sort | Kott, Katharine A |
collection | PubMed |
description | OBJECTIVE: The importance of inflammation in atherosclerosis is well accepted, but the role of the adaptive immune system is not yet fully understood. To further explore this, we assessed the circulating immune cell profile of patients with coronary artery disease (CAD) to identify discriminatory features by mass cytometry. METHODS: Mass cytometry was performed on patient samples from the BioHEART‐CT study, gated to detect 82 distinct cell subsets. CT coronary angiograms were analysed to categorise patients as having CAD (CAD(+)) or having normal coronary arteries (CAD(−)). RESULTS: The discovery cohort included 117 patients (mean age 61 ± 12 years, 49% female); 79 patients (68%) were CAD(+). Mass cytometry identified changes in 15 T‐cell subsets, with higher numbers of proliferating, highly differentiated and cytotoxic cells and decreases in naïve T cells. Five T‐regulatory subsets were related to an age and gender‐independent increase in the odds of CAD incidence when expressing CCR2 (OR 1.12), CCR4 (OR 1.08), CD38 and CD45RO (OR 1.13), HLA‐DR (OR 1.06) and Ki67 (OR 1.22). Markers of proliferation and differentiation were also increased within B cells, while plasmacytoid dendritic cells were decreased. This combination of changes was assessed using SVM models in discovery and validation cohorts (area under the curve = 0.74 for both), confirming the robust nature of the immune signature detected. CONCLUSION: We identified differences within immune subpopulations of CAD(+) patients which are indicative of a systemic immune response to coronary atherosclerosis. This immune signature needs further study via incorporation into risk scoring tools for the precision diagnosis of CAD. |
format | Online Article Text |
id | pubmed-10621005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106210052023-11-03 Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease Kott, Katharine A Chan, Adam S Vernon, Stephen T Hansen, Thomas Kim, Taiyun de Dreu, Macha Gunasegaran, Bavani Murphy, Andrew J Patrick, Ellis Psaltis, Peter J Grieve, Stuart M Yang, Jean Y Fazekas de St Groth, Barbara McGuire, Helen M Figtree, Gemma A Clin Transl Immunology Original Article OBJECTIVE: The importance of inflammation in atherosclerosis is well accepted, but the role of the adaptive immune system is not yet fully understood. To further explore this, we assessed the circulating immune cell profile of patients with coronary artery disease (CAD) to identify discriminatory features by mass cytometry. METHODS: Mass cytometry was performed on patient samples from the BioHEART‐CT study, gated to detect 82 distinct cell subsets. CT coronary angiograms were analysed to categorise patients as having CAD (CAD(+)) or having normal coronary arteries (CAD(−)). RESULTS: The discovery cohort included 117 patients (mean age 61 ± 12 years, 49% female); 79 patients (68%) were CAD(+). Mass cytometry identified changes in 15 T‐cell subsets, with higher numbers of proliferating, highly differentiated and cytotoxic cells and decreases in naïve T cells. Five T‐regulatory subsets were related to an age and gender‐independent increase in the odds of CAD incidence when expressing CCR2 (OR 1.12), CCR4 (OR 1.08), CD38 and CD45RO (OR 1.13), HLA‐DR (OR 1.06) and Ki67 (OR 1.22). Markers of proliferation and differentiation were also increased within B cells, while plasmacytoid dendritic cells were decreased. This combination of changes was assessed using SVM models in discovery and validation cohorts (area under the curve = 0.74 for both), confirming the robust nature of the immune signature detected. CONCLUSION: We identified differences within immune subpopulations of CAD(+) patients which are indicative of a systemic immune response to coronary atherosclerosis. This immune signature needs further study via incorporation into risk scoring tools for the precision diagnosis of CAD. John Wiley and Sons Inc. 2023-11-02 /pmc/articles/PMC10621005/ /pubmed/37927302 http://dx.doi.org/10.1002/cti2.1462 Text en © 2023 The Authors. Clinical & Translational Immunology published by John Wiley & Sons Australia, Ltd on behalf of Australian and New Zealand Society for Immunology, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kott, Katharine A Chan, Adam S Vernon, Stephen T Hansen, Thomas Kim, Taiyun de Dreu, Macha Gunasegaran, Bavani Murphy, Andrew J Patrick, Ellis Psaltis, Peter J Grieve, Stuart M Yang, Jean Y Fazekas de St Groth, Barbara McGuire, Helen M Figtree, Gemma A Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title | Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title_full | Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title_fullStr | Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title_full_unstemmed | Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title_short | Mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
title_sort | mass cytometry analysis reveals altered immune profiles in patients with coronary artery disease |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621005/ https://www.ncbi.nlm.nih.gov/pubmed/37927302 http://dx.doi.org/10.1002/cti2.1462 |
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