Evidence map›Paper›PMID 41807427›Full record

ArticleNature communications2026

Identification of altered immune landscape at single-cell resolution in NSCLC brain metastasis and its association with poor immune checkpoint inhibitor responses.

Menglin Bai, Tianwen Yin, Xiaohui Li, Peiliang Wang, Tianyu Lei, Peng Jin, Feng Li, Hongbo Guo, Xiaokang Guo, Xiao Sun and 5 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

15 authors.

Menglin Bai *Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.ORCID 0000-0002-3349-337X
Tianwen Yin *Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Xiaohui Li *Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Peiliang Wang *Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Tianyu LeiDepartment of Oncology, Renmin Hospital of Wuhan University, Wuhan, Hubei, China.
Peng JinDepartment of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Feng LiDepartment of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical Unverisity and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Hongbo GuoDepartment of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Xiaokang GuoDepartment of Thoracic Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Xiao SunSchool of Chemistry and Pharmaceutical Engineering, Medical Science and Technology Innovation Center, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.ORCID 0000-0001-6506-1574
Yan LiShandong Public Health Clinical Center, Shandong University, Jinan, Shandong, China.
Bingwen ZouDepartment of Radiation Oncology, West China Hospital of Sichuan University, Chengdu, Sichuan, China.
Jinming YuDepartment of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China.
Chao LiuDepartment of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China. charles_liu@hsc.pku.edu.cn.ORCID 0000-0002-3807-9901
Feifei TengDepartment of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China. tengfeifei16@126.com.ORCID 0000-0001-8101-9405

Funding

Beijing Science and Technology Innovation Medical Development FoundationChina Postdoctoral Science FoundationNational Natural Science Foundation of China (National Science Foundation of China) 82473296Natural Science Foundation of Shandong Province
6 · The paper itself

Abstract

Brain metastasis, a common complication of advanced non-small cell lung cancer (NSCLC), leads to poor prognosis and reduces the efficacy of immune checkpoint inhibitors (ICIs). However, the mechanisms underlying this diminished ICI response remain unclear. Here we perform single-cell RNA sequencing on 101,959 tumor-infiltrating immune cells from primary tumors and brain metastases to delineate their distinct immune landscapes. Brain metastases display profound immunosuppressive reprogramming, characterized by enrichment of HSP70-high stress-responsive T cells and PLTP⁺ tumor-associated macrophages, and depletion of memory T cells and cDC2-like dendritic cells, which show opposing associations with ICI outcomes. Integrating these findings, we derive a seven-gene brain metastasis-derived immune signature (BMIS) that is associated with ICI response and survival in NSCLC and metastatic urothelial carcinoma and provides information complementary to tumor mutational burden. These results highlight immune features specific to brain metastatic NSCLC and suggest candidate biomarkers and therapeutic avenues for improving immunotherapy in this high-risk population.

Indexed as

Brain NeoplasmsCarcinoma, Non-Small-Cell LungImmune Checkpoint InhibitorsLung NeoplasmsDendritic CellsGene Expression Regulation, NeoplasticHumansLymphocytes, Tumor-InfiltratingSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisT-LymphocytesTumor-Associated MacrophagesTumor MicroenvironmentImmune Checkpoint Inhibitors

Identifiers

PMID41807427
PMCPMC12979737

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.