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Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients
Efficacy of cancer vaccines remains low and mechanistic understanding of antigen presenting cell function in cancer may improve vaccine design and outcomes. Here, we analyze the transcriptomic and immune-metabolic profiles of Dendritic Cells (DCs) from 35 subjects enrolled in a trial of DC vaccines...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632482/ https://www.ncbi.nlm.nih.gov/pubmed/37938561 http://dx.doi.org/10.1038/s41467-023-42881-4 |
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author | Adamik, Juraj Munson, Paul V. Maurer, Deena M. Hartmann, Felix J. Bendall, Sean C. Argüello, Rafael J. Butterfield, Lisa H. |
author_facet | Adamik, Juraj Munson, Paul V. Maurer, Deena M. Hartmann, Felix J. Bendall, Sean C. Argüello, Rafael J. Butterfield, Lisa H. |
author_sort | Adamik, Juraj |
collection | PubMed |
description | Efficacy of cancer vaccines remains low and mechanistic understanding of antigen presenting cell function in cancer may improve vaccine design and outcomes. Here, we analyze the transcriptomic and immune-metabolic profiles of Dendritic Cells (DCs) from 35 subjects enrolled in a trial of DC vaccines in late-stage melanoma (NCT01622933). Multiple platforms identify metabolism as an important biomarker of DC function and patient overall survival (OS). We demonstrate multiple immune and metabolic gene expression pathway alterations, a functional decrease in OCR/OXPHOS and increase in ECAR/glycolysis in patient vaccines. To dissect molecular mechanisms, we utilize single cell SCENITH functional profiling and show patient clinical outcomes (OS) correlate with DC metabolic profile, and that metabolism is linked to immune phenotype. With single cell metabolic regulome profiling, we show that MCT1 (monocarboxylate transporter-1), a lactate transporter, is increased in patient DCs, as is glucose uptake and lactate secretion. Importantly, pre-vaccination circulating myeloid cells in patients used as precursors for DC vaccine generation are significantly skewed metabolically as are several DC subsets. Together, we demonstrate that the metabolic profile of DC is tightly associated with the immunostimulatory potential of DC vaccines from cancer patients. We link phenotypic and functional metabolic changes to immune signatures that correspond to suppressed DC differentiation. |
format | Online Article Text |
id | pubmed-10632482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106324822023-11-10 Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients Adamik, Juraj Munson, Paul V. Maurer, Deena M. Hartmann, Felix J. Bendall, Sean C. Argüello, Rafael J. Butterfield, Lisa H. Nat Commun Article Efficacy of cancer vaccines remains low and mechanistic understanding of antigen presenting cell function in cancer may improve vaccine design and outcomes. Here, we analyze the transcriptomic and immune-metabolic profiles of Dendritic Cells (DCs) from 35 subjects enrolled in a trial of DC vaccines in late-stage melanoma (NCT01622933). Multiple platforms identify metabolism as an important biomarker of DC function and patient overall survival (OS). We demonstrate multiple immune and metabolic gene expression pathway alterations, a functional decrease in OCR/OXPHOS and increase in ECAR/glycolysis in patient vaccines. To dissect molecular mechanisms, we utilize single cell SCENITH functional profiling and show patient clinical outcomes (OS) correlate with DC metabolic profile, and that metabolism is linked to immune phenotype. With single cell metabolic regulome profiling, we show that MCT1 (monocarboxylate transporter-1), a lactate transporter, is increased in patient DCs, as is glucose uptake and lactate secretion. Importantly, pre-vaccination circulating myeloid cells in patients used as precursors for DC vaccine generation are significantly skewed metabolically as are several DC subsets. Together, we demonstrate that the metabolic profile of DC is tightly associated with the immunostimulatory potential of DC vaccines from cancer patients. We link phenotypic and functional metabolic changes to immune signatures that correspond to suppressed DC differentiation. Nature Publishing Group UK 2023-11-08 /pmc/articles/PMC10632482/ /pubmed/37938561 http://dx.doi.org/10.1038/s41467-023-42881-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Adamik, Juraj Munson, Paul V. Maurer, Deena M. Hartmann, Felix J. Bendall, Sean C. Argüello, Rafael J. Butterfield, Lisa H. Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title | Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title_full | Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title_fullStr | Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title_full_unstemmed | Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title_short | Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
title_sort | immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632482/ https://www.ncbi.nlm.nih.gov/pubmed/37938561 http://dx.doi.org/10.1038/s41467-023-42881-4 |
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