Evidence map›Paper›PMID 40208465›Full record

ArticleDiscover oncology2025

Single-cell profiling uncovers the intricate pathological niche diversity in brain, lymph node, bone, and adrenal metastases of lung cancer.

Le Liu, Yuan Zhou, Zhenjun Ye, Zhiyong Chen, Benchao Yuan, Liyi Guo, Haiyan Zhang, Yuanyuan Xu

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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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

8 authors.

Le LiuHuizhou Sixth People's Hospital, Huizhou, 516211, China.
Yuan ZhouHuizhou Sixth People's Hospital, Huizhou, 516211, China.
Zhenjun YeHuizhou Sixth People's Hospital, Huizhou, 516211, China.
Zhiyong ChenHuizhou Sixth People's Hospital, Huizhou, 516211, China.
Benchao YuanHuizhou Sixth People's Hospital, Huizhou, 516211, China.
Liyi GuoHuizhou Sixth People's Hospital, Huizhou, 516211, China. drguoly@163.com.
Haiyan ZhangHuizhou Sixth People's Hospital, Huizhou, 516211, China. woieue@126.com.
Yuanyuan XuHuizhou Sixth People's Hospital, Huizhou, 516211, China. lijialu2011@163.com.

Funding

Cuiying Scientific and Technological Innovation Program of Lanzhou University Second Hospital CY2024-LC-B02Natural Science Foundation of Gansu Province 22JR5RA662The intramural fund of Gansu Provincial People's Hospital 21GSSYB-3
6 · The paper itself

Abstract

purposeThe aim of this study is to explore the pathological niche of cancer metastasis and the site-specific interactions between tumor cells and the microenvironment, understand the mechanisms driving metastasis progression and identify potential therapeutic targets.

methodsData from four lung cancer metastasis datasets (GSE123902, GSE131907, GSE148071, and GSE186344) were downloaded and subjected to stringent quality control and filtering. Cell types were identified using canonical markers, and pseudotime trajectory analysis was performed to evaluate cell differentiation. Functional and pathway enrichment analyses, including ssGSEA and GO/KEGG, were conducted. CellphoneDB was used to analyze intercellular communication, ranking receptor-ligand interactions based on communication strength.

resultsEleven cell types were identified after quality control, revealing significant heterogeneity and site-specific functionality in lung cancer metastases. CTLs showed notable activity in antigen presentation and T-cell differentiation pathways, with DNAJB1⁺ CTLs playing a dominant role in cytotoxicity and immune regulation. B cells, myeloid cells, and CAFs were involved in immune modulation, defense, and matrix remodeling through specific signaling pathways. Tumor cell subclusters drove proliferation, migration, and immune evasion via immune-regulatory, Hippo, and TGF-beta pathways. No overlapping pathways were observed across metastatic sites. Cell communication analysis identified PPIA-BSG and APP-CD74 as key axes in brain and lymph node metastases, while FN1-Integrin and CTLA4-CD86 dominated in bone and adrenal metastases, respectively.

conclusionsIn summary, this study highlights the functional heterogeneity and site-specific interactions of cells in lung cancer metastases, providing insights into the mechanisms shaping metastatic niches and potential therapeutic strategies.

Indexed as

Functional heterogeneityImmune microenvironmentLung cancer metastasisPathological nichesScRNA-seq

Identifiers

PMID40208465
PMCPMC11985749

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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.