Evidence map›Paper›PMID 37938561›Full record

ArticleNature communications2023

Immuno-metabolic dendritic cell vaccine signatures associate with overall survival in vaccinated melanoma patients.

Juraj Adamik, Paul V Munson, Deena M Maurer, Felix J Hartmann, Sean C Bendall, Rafael J Argüello, Lisa H Butterfield

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01622933 (A Phase I Trial Testing Multiple Antigen-Engineered DC Followed by IFNa2b Boost for Immunization of HLA-Unrestricted Melanoma Patients), which is not on this map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
4.4field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01622933 phase1completednot on this map

A Phase I Trial Testing Multiple Antigen-Engineered DC Followed by IFNa2b Boost for Immunization of HLA-Unrestricted Melanoma Patients

TypeinterventionalSponsorLisa H. Butterfield, Ph.D.Ran2012 to 2017Enrolled35ConditionsMelanomaArmsDC Vaccine + IFN, AdVTMM2/DC Vaccination
3 · Its place in the literature

Who cites it

35 citing papers in PubMed, 27 citations in OpenAlex.

  1. Article
  2. Role of pyroptosis in melanoma: Molecular mechanisms and therapeutic potentials.Apoptosis : an international journal on programmed cell death · 2026
    Review
  3. Review
  4. Targeting Lactate and Lactylation in Cancer Metabolism and Immunotherapy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 3 countries.

Juraj AdamikParker Institute for Cancer Immunotherapy, San Francisco, CA, 94129, USA.
Paul V MunsonParker Institute for Cancer Immunotherapy, San Francisco, CA, 94129, USA.
Deena M MaurerParker Institute for Cancer Immunotherapy, San Francisco, CA, 94129, USA.
Felix J HartmannSystems Immunology and Single-Cell Biology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-4174-2276
Sean C BendallDepartment of Pathology, Stanford University, Palo Alto, CA, 94304, USA.ORCID 0000-0003-1341-2453
Rafael J ArgüelloAix Marseille Univ, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Marseille, France.ORCID 0000-0001-9785-3883
Lisa H ButterfieldParker Institute for Cancer Immunotherapy, San Francisco, CA, 94129, USA. lisa.butterfield@ucsf.edu.ORCID 0000-0002-3439-9844
Parker Institute for Cancer Immunotherapy · USCentre National de la Recherche Scientifique · FRGerman Cancer Research Center · DEPalo Alto University · USUniversity of California, San Francisco · US

Funding

Translational Oncology Research Program (Project-005)P30CA124435 · NCI · STANFORD UNIVERSITY · PI Vittorio Sebastiano · 2007 to 2026
$71.4M
Research BaseP30DK063720 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI VAISSE, CHRISTIAN · 2003 to 2019
$21.8M
Cytek Aurora 5-Laser Spectral Flow CytometerS10OD026940 · OD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SIMOES MARTINS BISPO, CLAUDIA · 2019 to 2019
$341k
NCI NIH HHS P30 CA124435NIDDK NIH HHS P30 DK063720NIH HHS S10 OD026940
6 · The paper itself

Abstract

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.

Indexed as

Cancer VaccinesMelanomaDendritic CellsHumansMetabolomicsResearch PersonnelCancer Vaccines

Identifiers

PMID37938561
PMCPMC10632482
OpenAlexW4388500623

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.