Evidence map›Paper›PMID 41524578›Full record

ArticleCancer immunology research2026

Cytometric Atlas of Combination Immunotherapy in Pancreatic Cancer: Blood-Based Signatures Reveal Vaccine and Checkpoint Inhibitor Responses.

Dimitrios N Sidiropoulos, Zhehao Zhang, Jennifer N Durham, Soren Charmsaz, Nicole E Gross, Jae W Lee, Yanyi Sun, Susheel Perikala, Joseph A Tandurella, Dmitrijs Lvovs and 13 more

Abstract read
In one paragraph

Article in Cancer immunology research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Trial
  2. Review
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

23 authors.

Dimitrios N SidiropoulosDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-5716-3917
Zhehao ZhangDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0009-0002-6452-4033
Jennifer N DurhamDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-9097-9125
Soren CharmsazDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-9148-9870
Nicole E GrossDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-8936-207X
Jae W LeeConvergence Institute, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-0735-5707
Yanyi SunDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-6601-5000
Susheel PerikalaDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0009-0009-4558-6782
Joseph A TandurellaDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-5806-6681
Dmitrijs LvovsDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0009-0003-2152-6853
Arik MitschangDepartment of Physics and Astronomy, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-9239-012X
Gerard LemsonDepartment of Physics and Astronomy, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-5041-2458
Sarah M ShinDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-7658-5899
Alexei G HernandezDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-6044-2631
Sarah MitchellDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0009-0003-8750-8850
James M LeathermanDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-1721-2128
Ludmila DanilovaDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0003-2813-3094
Hao WangDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-6489-6940
Elana J FertigDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0003-3204-342X
Elizabeth M JaffeeDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0003-3841-6549
Katherine M BeverDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0001-5230-4661
Dung T LeDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0002-2110-7697
Won Jin HoDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland.ORCID 0000-0003-2644-5086

Funding

Tumor Antigens for Individual Signatures and TherapyP50CA062924 · NCI · JOHNS HOPKINS UNIVERSITY · PI THOMPSON, ELIZABETH D · 1993 to 2022
$54.6M
Transforming Human Pancreatic Cancer Into An Immunologic DiseaseP01CA247886 · NCI · JOHNS HOPKINS UNIVERSITY · PI FERTIG, ELANA · 2021 to 2025
$12.7M
Integrating bioinformatics into multiscale models for hepatocellular carcinomaU01CA212007 · NCI · JOHNS HOPKINS UNIVERSITY · PI EWALD, ANDREW JOSEF, FERTIG, ELANA · 2018 to 2022
$3.2M
Single-cell and imaging data integration software to spatially resolve the tumor microenvironmentU01CA253403 · NCI · JOHNS HOPKINS UNIVERSITY · PI FERTIG, ELANA · 2020 to 2022
$1.2M
Comprehensive Analysis and Multi-Omics Data Integration for Cancer-Related StudiesR50CA243627 · NCI · JOHNS HOPKINS UNIVERSITY · PI Ludmila Danilova · 2019 to 2026
$975k
Mass Cytometer CyTOF XT for Single-Cell BiologyS10OD034407 · OD · JOHNS HOPKINS UNIVERSITY · PI HO, WON JIN · 2024 to 2024
$499k
Immunophenotype Integration for Monitoring T Cell Dynamics in Pancreatic CancersR21CA264004 · NCI · JOHNS HOPKINS UNIVERSITY · PI HO, WON JIN · 2021 to 2021
$421k
Determining Dendritic Cell Responses to Vaccine-based Immunotherapy in PDAC at Single Cell Resolution.F31CA268724 · NCI · JOHNS HOPKINS UNIVERSITY · PI SIDIROPOULOS, DIMITRIOS N · 2022 to 2023
$67k
Allegheny Health Network (AHN)Emerson Cancer Research FundJohns Hopkins University Discovery AwardNational Cancer Institute (NCI) F31-CA268724-01National Cancer Institute (NCI) P01-CA247886-01A1National Cancer Institute (NCI) R21-CA264004National Cancer Institute (NCI) R50-CA243627National Cancer Institute (NCI) S10-OD034407National Cancer Institute (NCI) SPORE GI P50-CA062924-24A1National Cancer Institute (NCI) U01-CA212007National Cancer Institute (NCI) U01-CA253403NCI NIH HHS F31 CA268724NCI NIH HHS P01 CA247886NCI NIH HHS P50 CA062924NCI NIH HHS R21 CA264004NCI NIH HHS R50 CA243627NCI NIH HHS U01 CA212007NCI NIH HHS U01 CA253403NIH HHS S10 OD034407Stand Up To Cancer (SU2C) SU2CThe Lustgarten Foundation Pancreatic Cancer Research Grant
6 · The paper itself

Abstract

Combination vaccine and checkpoint inhibitor therapy has previously demonstrated immunologic responses in patients with pancreatic ductal adenocarcinoma (PDAC), although with limited efficacy. An urgent need to augment responses has warranted a deeper understanding of how each treatment modality contributes to the overall inflammatory response. Serial blood samples from patients with PDAC treated with GVAX, CRS-207, anti-CTLA-4, and/or anti-PD-1 therapies were profiled using two mass cytometry panels. Generating 260 cytometric profiles from 64 unique patients allowed us to create an annotated PDAC immunotherapy atlas. Analysis of this atlas revealed that although GVAX alone did not significantly alter T-cell relative frequencies, it induced T-cell activation and upregulated checkpoint expression. Adding anti-PD-1 blockade to GVAX further enhanced T-cell activation, whereas adding anti-CTLA-4 distinctly enhanced memory formation. Vaccine-mediated effects were similar, but GVAX promoted plasmacytoid dendritic cells more than CRS-207. Derived phenotypic patterns could also be projected onto tumor imaging data, underscoring the potential for discoveries relating treatment-induced peripheral signatures to changes in the tumor microenvironment. See related article by Bever et al., p. 411.

Indexed as

Cancer VaccinesCarcinoma, Pancreatic DuctalImmune Checkpoint InhibitorsImmunotherapyPancreatic NeoplasmsCTLA-4 AntigenFemaleHumansT-LymphocytesCancer VaccinesCTLA-4 AntigenImmune Checkpoint Inhibitors

Identifiers

PMID41524578
PMCPMC12854525

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Registered trials

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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.