Evidence map›Paper›PMID 40241579›Full record

ArticleCancer research and treatment2026

Spatial Transcriptomic Landscape of Brain Metastases from Triple-Negative Breast Cancer: Comparison of Primary Tumor and Brain Metastases Using Spatial Analysis.

Jihwan Yoo, Inho Park, Hyun Jung Kim, Hun Ho Park, Sora Lee, Jee Hung Kim, Yoon Jin Cha

Abstract readComparative Study
In one paragraph

Article in Cancer research and treatment, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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0cells of the map it votes in
2citing 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

The trial behind it

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jihwan YooDepartment of Neurosurgery, Brain Tumor Center, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Inho ParkDepartment of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Hyun Jung KimDepartment of Anatomy, Korea University College of Medicine, Seoul, Korea.
Hun Ho ParkDepartment of Neurosurgery, Brain Tumor Center, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Sora LeeDepartment of Anatomy, Korea University College of Medicine, Seoul, Korea.
Jee Hung KimDepartment of Medical Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Yoon Jin ChaDepartment of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.

Funding

Gangnam Severance Hospital D-2023-0002Korea Health Industry Development InstituteMinistry of Health and Welfare HI22C2194National Research Foundation of Korea 2021R1G1A1093596National Research Foundation of Korea RS-2023-00220894National Research Foundation of Korea RS-2023-246346Yonsei University College of Medicine 6-2023-0200
6 · The paper itself

Abstract

purposeTriple-negative breast cancer (TNBC) is a particularly aggressive subtype of breast cancer, with approximately 30% of patients eventually developing brain metastases (BM), which result in poor outcomes. An understanding of the tumor microenvironment (TME) at both primary and metastatic sites offers insights into the mechanisms underlying BM and potential therapeutic targets. MATERIALS AND

methodsSpatial RNA sequencing (spRNA-seq) was performed on primary TNBC and paired BM tissues from three patients, one of whom had previously received immune checkpoint inhibitors before BM diagnosis. Specimen regions were categorized into tumor, proximal, and distal TME based on their spatial locations. Gene expression differences across these zones were analyzed, and immune cell infiltration was estimated using TIMER. A gene module analysis was conducted to identify key gene clusters associated with BM.

resultsDistinct gene expression profiles were noted in the proximal and distal TMEs. In BM, the proximal TME exhibited neuronal gene expression, suggesting neuron-tumor interactions compared to tumor, and upregulation of epithelial genes compared to the distal TME. Immune cell analysis revealed dynamic changes in CD8+ T cells and macrophages across the tumor and TME zones. Gene module analysis identified five key modules, including one related to glycolysis, which correlated with patient survival. Drug repurposing analysis identified potential therapeutic targets, including VEGFA, RAC1, EGLN3, and CAMK1D.

conclusionThis study provides novel insights into the transcriptional landscapes in TNBC BM using spRNA-seq, emphasizing the role of neuron-tumor interactions and immune dynamics. These findings suggest new therapeutic strategies and underscore the importance of further research.

Indexed as

Biomarkers, TumorBrain NeoplasmsTranscriptomeTriple Negative Breast NeoplasmsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMiddle AgedSpatial AnalysisTumor MicroenvironmentBiomarkers, TumorBrain neoplasmsSpatial transcriptomicsTriple-negative breast neoplasmsTumor microenvironment

Identifiers

PMID40241579
PMCPMC12800949

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