Evidence map›Paper›PMID 41824152›Full record

ArticleDiscover oncology2026

Integrated single-cell and functional analyses define strategies to enhance dendritic cell immunostimulatory capacity.

Yuting Li, Huanhuan Li, Chao Li, Rongrui Liu, Sisi Ye, Juan Li, Chuanhua Zhao, Xiaomin Ma, Xudong Cheng, Jianming Xu

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Yuting Li *Department of Oncology, The First Medical Center, Chinese PLA General Hospital/Medical School of Chinese PLA, Beijing, China.
Huanhuan Li *ZSky BioTech Co. LTD, Beijing, China.
Chao LiDepartment of Oncology, The First Medical Center, Chinese PLA General Hospital/Medical School of Chinese PLA, Beijing, China.
Rongrui LiuSenior Department of Oncology, Chinese PLA General Hospital, Beijing, China.
Sisi YeSenior Department of Oncology, Chinese PLA General Hospital, Beijing, China.
Juan LiSenior Department of Oncology, Chinese PLA General Hospital, Beijing, China.
Chuanhua ZhaoSenior Department of Oncology, Chinese PLA General Hospital, Beijing, China.
Xiaomin MaZSky BioTech Co. LTD, Beijing, China.
Xudong ChengZSky BioTech Co. LTD, Beijing, China. Chengxudong@zskybio.com.
Jianming XuSenior Department of Oncology, Chinese PLA General Hospital, Beijing, China. jmxu2003@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dendritic cells (DCs) are essential for the initiation and regulation of antitumor immune responses. Although DC vaccines hold great promise in personalized cancer immunotherapy, their efficacy remains limited by tumor-induced immunosuppression and insufficient DC maturation and activation. Recent studies suggest that DC maturation is accompanied by dynamic changes in immune checkpoint signaling, highlighting the need to better define functional DC states. To delineate these regulatory features, we performed single-cell RNA sequencing to characterize DC heterogeneity and transcriptional programs, identifying enrichment of immune checkpoint associated signatures, including PD-L1, within mature DC subsets. Subsequently, we evaluated the effects of PD-L1 blockade and CD40 stimulation on DC activation and function in vitro. We found that combined PD-L1 inhibition and CD40 engagement enhanced DC maturation and antigen-presenting capacity. We operationally define these functionally optimized DCs as “Enhanced DCs”, characterized by elevated IL-12 secretion, and improved T-cell priming efficiency. When loaded with tumor neoantigen peptides, Enhanced DCs effectively activated CD8⁺ T cells and promoted memory T-cell differentiation in co-culture assays. Together, this study integrates single-cell transcriptomic profiling with functional validation to demonstrate that targeted modulation of DC immune checkpoints and co-stimulatory pathways can improve the immunogenicity of DC, particularly when loaded with neoantigens. These findings provide a rational framework for optimizing DC-based cancer vaccines and advancing personalized immunotherapy approaches.

Indexed as

Cancer immunotherapyCD40 agonistDendritic cell vaccineNeoantigenPD-L1 antibodySingle-cell genomics

Identifiers

PMID41824152
PMCPMC13096277

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.