Evidence map›Paper›PMID 41850739›Full record

ArticleJournal for immunotherapy of cancer2026

Single-cell-based identification of drug synergy with immunotherapy via tumor microenvironment remodeling.

Ziruoyu Wang, Junchi Hu, Kailu Liu, Jie Xu, Jiao Li, Yihang Liu, Qinfeng Ma, Yu Dong, Yunmei Zhu, Kai Zhang and 9 more

Abstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 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

19 authors.

Ziruoyu WangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.ORCID http://orcid.org/0000-0002-9418-5725
Junchi HuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.ORCID http://orcid.org/0000-0001-7733-6547
Kailu LiuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Jie XuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Jiao LiBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Yihang LiuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Qinfeng MaBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Yu DongDepartment of Urology, Zhongshan Hospital, Fudan University, Shanghai, China.
Yunmei ZhuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Kai ZhangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Dexin WangCollege of Basic Medicine, Chongqing Medical University, Chongqing, China.
Xiaobo WangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Shuai WangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Jianbo PanBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Shuai JiangDepartment of Urology, Zhongshan Hospital, Fudan University, Shanghai, China.
Jiaxue WuBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China.
Wei JiangKey Laboratory of Metabolism and Molecular Medicine, The Ministry of Education, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Fudan University, Shanghai, China yjdang@cqmu.edu.cn jiangw@fudan.edu.cn lingzhang02@hospital.cqmu.edu.cn.ORCID http://orcid.org/0000-0001-7615-0900
Ling ZhangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China yjdang@cqmu.edu.cn jiangw@fudan.edu.cn lingzhang02@hospital.cqmu.edu.cn.ORCID http://orcid.org/0000-0003-4470-0415
Yongjun DangBasic Medicine Research and Innovation Center for Novel Target and Therapeutic Intervention, Ministry of Education, College of Pharmacy, Chongqing Medical University, Chongqing, China yjdang@cqmu.edu.cn jiangw@fudan.edu.cn lingzhang02@hospital.cqmu.edu.cn.ORCID http://orcid.org/0000-0001-7237-1132

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIdentifying effective therapeutic drugs in the intricate tumor microenvironment (TME) is challenging, further complicated by the lack of a systematic framework for analyzing TME perturbations in response to therapeutic interventions.

methodsTo address this, we established the single-cell RNA sequencing repository of immunomodulatory drugs resource and used the L1000 platform for unbiased screening of 739 immune-modulating compounds across various cancers.

resultsDrug responses in mouse model revealed 12 distinct meta-programs associated with TME remodeling, enriched in biological processes such as antigen presentation, tissue repair, and salt stress response. Notably, myeloid-derived suppressor cells were markedly reduced in responsive TMEs compared with other cell types, underscoring their key immunosuppressive role. We developed an MP scoring algorithm to quantify TME responsiveness, which successfully identified allopurinol-a gout medication-as a potent enhancer of anti-programmed cell death protein-1 therapy. This combination led to significant tumor-free outcomes (4/6) in vivo.

conclusionsThis work provides a robust framework for assessing TME remodeling that uncovers genes and compounds that significantly modulate immunotherapeutic efficacy.

Indexed as

ImmunotherapyNeoplasmsSingle-Cell AnalysisTumor MicroenvironmentAnimalsDrug SynergismHumansMiceMyeloid-Derived Suppressor CellsImmunotherapyMyeloid-derived suppressor cell - MDSCTumor microenvironment - TME

Identifiers

PMID41850739
PMCPMC13007112

What OpenQuestion holds

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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.