Evidence map›Paper›PMID 42414253›Full record

ArticleCell death & disease2026

Single-cell and spatial transcriptomics map lung-adaptive metastasis programs through Exoc4, Cd36-vasculogenic mimicry, and Cxcr2 signaling in triple-negative breast cancer.

Hsiao-Chen Lee, Chia-Yu Kuo, Fang-Ming Chen, Ming-Feng Hou, Hung-Pei Tsai, Yu-Yuan Wu, Kai-Chien Chuang, Ling-Yu Wu, Sheng-Feng Pan, Ying-Ming Tsai and 1 more

Abstract read
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Article in Cell death & disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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.

Hsiao-Chen Lee *Division of Plastic Surgery, Department of Surgery, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.ORCID http://orcid.org/0000-0001-5261-0773
Chia-Yu Kuo *Division of Breast Oncology and Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan, ROC.
Fang-Ming Chen *Division of Breast Oncology and Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan, ROC.
Ming-Feng HouDivision of Breast Oncology and Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan, ROC.
Hung-Pei TsaiDivision of Neurosurgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
Yu-Yuan WuGraduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
Kai-Chien ChuangGraduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
Ling-Yu WuGraduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
Sheng-Feng PanGraduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.
Ying-Ming TsaiDivision of Pulmonary and Critical Care Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.ORCID http://orcid.org/0000-0002-7460-3846
Ya-Ling HsuGraduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC. yainghsu@kmu.edu.tw.ORCID http://orcid.org/0000-0002-1288-8348

Funding

Kaohsiung Medical University Chung-Ho Memorial Hospital (Kaohsiung Medical University Hospital) KMUH101-1M28Kaohsiung Medical University Chung-Ho Memorial Hospital (Kaohsiung Medical University Hospital) KMUH-DK(B)-115001-2Kaohsiung Medical University (KMU) KMU-DK(B)114003-1Kaohsiung Medical University (KMU) NHRIKMU-114-I002Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) NSTC 113-2635-B-037-005Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) NSTC114-2314-B-037-110
6 · The paper itself

Abstract

Triple-negative breast cancer (TNBC) is an aggressive subtype associated with high metastatic potential and poor outcomes, with lung metastasis representing one of the most frequent and life-threatening events. However, the mechanism how cellular plasticity and reprogramming that enable TNBC cells to colonize in the lung remain incompletely understood. Here, we integrated single-cell RNA sequencing and spatial transcriptomics on paired MMTV-PyMT primary mammary tumors and lung metastatic tumors, complemented by functional assays in 4T1 mouse models, to delineate the cellular heterogeneity and molecular mechanisms driving TNBC lung metastasis. We identified three metastasis-associated subtypes-C12-Cd, Cdh5-like, and Wfdc12-each enriched in metastatic lesions and exhibiting distinct biological programs. The C12-Cd subcluster was characterized by the upregulation of Exoc4, a vesicle-trafficking regulator associated with a poor prognosis in patients with TNBC. The Cdh5-like cluster displayed a hypoxia-driven vascular phenotype, in which Hif-2α-mediated Cd36 expression promoted vasculogenic mimicry and metastatic colonization. The Wfdc12 cluster secreted Cxcr2 ligands (Cxcl1/2) and Cxcr2 blockade significantly reduced lung metastasis in vivo, underscoring therapeutic potential. Notably, cross-subtypes of lung metastatic TNBC analysis revealed Sftpc upregulation, reflecting organ-adaptive transcriptional reprogramming that may facilitate tumor cell survival in the pulmonary niche. Collectively, our findings provide a comprehensive cellular and molecular atlas of TNBC lung metastasis. We establish Exoc4, the Hif-2α-Cd36 vasculogenic mimicry axis, Cxcrl1/2-Cxcr2 signaling, and Sftpc as critical mediators of metastatic adaptation. These results not only bridge key knowledge gaps in metastatic heterogeneity and organ-specific adaptation but also highlight novel prognostic markers and therapeutic vulnerabilities with translational potential for treating TNBC lung metastasis.

Indexed as

CD36 AntigensLung NeoplasmsReceptors, Interleukin-8BTriple Negative Breast NeoplasmsAnimalsCell Line, TumorFemaleGene Expression Regulation, NeoplasticHumansMiceMice, Inbred BALB CNeoplasm MetastasisNeovascularization, PathologicSignal TransductionSingle-Cell Gene Expression AnalysisSpatial TranscriptomicsCD36 AntigensReceptors, Interleukin-8B

Identifiers

PMID42414253
PMCPMC13627727

What Socratic holds

Textmetadata
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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.