Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Adamik, Juraj, Munson, Paul V., Maurer, Deena M., Hartmann, Felix J., Bendall, Sean C., Argüello, Rafael J., Butterfield, Lisa H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
_version_ 1785132587317985280
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
work_keys_str_mv AT adamikjuraj immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT munsonpaulv immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT maurerdeenam immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT hartmannfelixj immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT bendallseanc immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT arguellorafaelj immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients
AT butterfieldlisah immunometabolicdendriticcellvaccinesignaturesassociatewithoverallsurvivalinvaccinatedmelanomapatients