Evidence map›Paper›PMID 42013848›Full record

ArticleCell reports. Medicine2026

Single-cell spatial analysis stratifies lung adenocarcinoma with rare actionable mutations and reveals immune-modulatory cellular crosstalk.

Jianli Ma, Xin Li, Niansong Qian, Shujin Li, Lijun Li, Xiaoxin Zhang, Liqian Su, Yue Yang, Haitao Luo, Mingzhu Yin and 1 more

Abstract read
In one paragraph

Article in Cell reports. Medicine, 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

11 authors.

Jianli MaDepartment of Radiation Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Xin LiClinical Research Center (CRC), Medical Pathology Center (MPC), Cancer Early Detection and Treatment Center (CEDTC) and Translational Medicine Research Center (TMRC), Chongqing University Three Gorges Hospital, Chongqing University, Chongqing, China.
Niansong QianDepartment of Oncology, College of Pulmonary and Critical Care Medicine, the Eighth Medical Center of PLA General Hospital, Beijing, China.
Shujin LiKindstar Global Precision Medicine Institute, Shenzhen, China.
Lijun LiDepartment of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Xiaoxin ZhangDepartment of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China.
Liqian SuDepartment of Pathology, Harbin Medical University Cancer Hospital, Harbin, China.
Yue YangDepartment of Pathology, Harbin Medical University Cancer Hospital, Harbin, China.
Haitao LuoKindstar Global Precision Medicine Institute, Shenzhen, China. Electronic address: luoht1985@gmail.com.
Mingzhu YinClinical Research Center (CRC), Medical Pathology Center (MPC), Cancer Early Detection and Treatment Center (CEDTC) and Translational Medicine Research Center (TMRC), Chongqing University Three Gorges Hospital, Chongqing University, Chongqing, China. Electronic address: yinmingzhu2008@126.com.
Minghui ZhangClinical Research Center (CRC), Medical Pathology Center (MPC), Cancer Early Detection and Treatment Center (CEDTC) and Translational Medicine Research Center (TMRC), Chongqing University Three Gorges Hospital, Chongqing University, Chongqing, China; Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China. Electronic address: zhmhuidoc@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lung adenocarcinoma (LUAD) harboring distinct actionable oncogenic mutations exhibits differential responses to immune checkpoint inhibitors (ICI); however, the underlying mechanisms remain elusive. Here, we report comprehensive single-cell spatial atlases of tumors from 38 LUAD patients, predominantly harboring rare actionable oncogenes. Stratifying patients by consensus meta-programs (MP) reveals ICI-MP-H (high) and ICI-MP-L (low) subgroups. The ICI-MP-H group exhibits significant enrichment of the E3-IFI6 epithelial subpopulation, which displays high expression of interferon- and antigen presentation-related genes. Spatially, E3-IFI6 is adjacent to the Ma-MHC myeloid subpopulation; both co-enrich in a specific niche and likely interact via the APP-CD74 axis. Functional assays confirm that IFI6 overexpression in LUAD cell lines promotes proinflammatory macrophage activation. Our study systematically characterizes the features of the tumor ecosystem for different driver oncogene mutations, providing a theoretical basis for future clinical implementation of ICI therapy in patients with LUAD carrying rare mutations.

Indexed as

Adenocarcinoma of LungCell CommunicationLung NeoplasmsMutationSingle-Cell AnalysisAntigens, Differentiation, B-LymphocyteCell Line, TumorFemaleGene Expression Regulation, NeoplasticHistocompatibility Antigens Class IIHumansImmune Checkpoint InhibitorsTumor MicroenvironmentAntigens, Differentiation, B-LymphocyteHistocompatibility Antigens Class IIImmune Checkpoint Inhibitorsinvariant chainimmunotherapy efficacylung adenocarcinomarare actionable oncogenessingle-cell spatial omicstumor microenvironment

Identifiers

PMID42013848
PMCPMC13198233

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.