Evidence map›Paper›PMID 40021802›Full record

ArticleScientific reports2025

Immunogenic cell death signature predicts survival and reveals the role of VEGFA + Mast cells in lung adenocarcinoma.

Meng Zhang, Guowei Zhou, Yantao Xu, Benliang Wei, Qian Liu, Guanxiong Zhang, Ruimin Chang

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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. Article
  2. Article
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.

Meng ZhangThe Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Guowei ZhouHunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China.
Yantao XuHunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China.
Benliang WeiBig Data Institute, Central South University, Changsha, Hunan, China.
Qian LiuBig Data Institute, Central South University, Changsha, Hunan, China.
Guanxiong ZhangHunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China. guanxiong_zhang@csu.edu.cn.
Ruimin ChangThe Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China. changruimin@csu.edu.cn.

Funding

China Postdoctoral Science Foundation Funded Project 2021M693558Innovation-Driven Project of Central South University 2020CX043National Natural Science Foundation of China 82273215Outstanding Youth Fund of Natural Science Foundation of Hunan Province 2021JJ20092Project of scientific research plan of hunan provincial health commission 202204022468
6 · The paper itself

Abstract

Lung cancer is prevalent worldwide and is a major cause of cancer-related mortality. Despite being the primary model for immunotherapy research, the response rates of lung cancer patients to immunotherapy are unsatisfactory. Furthermore, research on immunogenic cell death (ICD) in lung cancer is limited, which limits the development of strategies that combine ICD-related therapies with immunotherapy. In this study, we compiled and summarized 69 genes associated with ICD and developed an IRS. Across seven independent datasets, the IRS was identified as an independent prognostic factor. IRS was positively associated with multiple tumor proliferation pathways and negatively associated with immune-related pathways. Additionally, IRS negatively correlated with the infiltration of various immune cells, supporting its association with survival outcomes. Based on the correlation between IRS and immune activity, we validated the ability of IRS to predict immunotherapy efficacy across seven immunotherapy datasets and demonstrated that patients who respond to immunotherapy tend to have a lower IRS. Moreover, utilizing single-cell RNA sequencing, we revealed the role of mast cells in the TME with the highest IRS. Through interactions with various receptors on macrophages, endothelial cells, and tumor cells, mast cells promote tumor progression, providing a comprehensive explanation for poor prognosis and lack of response to immunotherapy in patients with high IRS. Our study offers new guidance for combination therapies in lung adenocarcinoma patients and elucidated the mechanism by which mast cells contribute to cancer development within the TME.

Indexed as

Adenocarcinoma of LungImmunogenic Cell DeathLung NeoplasmsMast CellsVascular Endothelial Growth Factor AGene Expression Regulation, NeoplasticHumansImmunotherapyPrognosisTumor MicroenvironmentVascular Endothelial Growth Factor AVEGFA protein, humanImmunogenic cell deathImmunotherapyLung adenocarcinomaMast cell

Identifiers

PMID40021802
PMCPMC11871002

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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 Socratic graph.