ArticleCommunications biology2023
Single-cell sequencing reveals the landscape of the human brain metastatic microenvironment.
Article in Communications biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.
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Who cites it
50 citing papers in PubMed, 54 citations in OpenAlex.
- TFPI2 in tumor metastasis: a double-edged sword with clinical implications.Cancer biology & therapy · 2026Review
- Intratumoral desmoplastic stroma in carcinoma brain metastases harbors stromal cells with a cancer-associated fibroblast (CAF)-like immunophenotype.Virchows Archiv : an international journal of pathology · 2026Article
- Brain metastasis-associated fibroblasts shape the tumour microenvironment to enhance cancer cell invasion.Brain pathology (Zurich, Switzerland) · 2026Article
- The Origin of Cancer-Associated Fibroblasts (CAFs) in Brain Metastases: Seven Hypotheses and Current Evidence.Cancers · 2026Review
- Single-cell transcriptomics reveals glycolytic heterogeneity and identifies STC2 as a key regulator of metabolic reprogramming in osteosarcoma.Molecular and cellular biochemistry · 2026Article
- Survival outcomes and molecular predictors in small cell lung cancer with brain metastases receiving immunotherapy.Journal of neuro-oncology · 2026Article
- Liquid biopsy-based genomic risk score to predict neurologic death in non-small cell lung cancer patients.Journal of neuro-oncology · 2026Article
- Integrative transcriptomic analysis reveals novel targets for personalized medicine across seven metastatic breast cancer subtypes.Scientific reports · 2026Article
- Single-cell profiling reveals distinct populations of tumor-associated macrophages and metastatic tumor cells in breast cancer brain metastasis.Cell death & disease · 2026Article
- LILRB3 inhibition reverses immunosuppression in glioma: a nanoparticle-based therapeutic strategy.Journal of nanobiotechnology · 2026Article
- Single cell and spatial sequencing analysis of cancer associated fibroblasts in the brain metastasis tumor microenvironment.Communications biology · 2026Article
- Identification of altered immune landscape at single-cell resolution in NSCLC brain metastasis and its association with poor immune checkpoint inhibitor responses.Nature communications · 2026Article
- MyD88-mediated chimaeric antigen receptor macrophages suppress brain metastasis using target-specific phagocytosis.Nature biomedical engineering · 2026Article
- Single-cell advances in the investigation of the pathogenesis and treatment of brain metastasis.Neuro-oncology advances · 2026Review
- The evolving landscape of brain metastasis: volume II.Trends in cancer · 2026Review
- The paracrine effects of tumor cells on endothelial cells and macrophages in brain metastases with different primary sites.Frontiers in immunology · 2026Article
- Crosstalk in the brain tumor microenvironment: mechanisms, therapeutic strategies, and clinical advances.Military Medical Research · 2026Review
- Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance.Frontiers in cell and developmental biology · 2026Article
- Single-cell Transcriptomics Uncovers the Tumor Microenvironment and Collagen-CD44 Axis in HIV Positive Cervical Squamous Cell Carcinoma.Journal of Cancer · 2026Article
- Lipocalin-2 drives brain metastatic progression through reciprocal tumor-microenvironment interactions in lung cancer.Signal transduction and targeted therapy · 2025Article
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
Brain metastases is the most common intracranial tumor and account for approximately 20% of all systematic cancer cases. It is a leading cause of death in advanced-stage cancer, resulting in a five-year overall survival rate below 10%. Therefore, there is a critical need to identify effective biomarkers that can support frequent surveillance and promote efficient drug guidance in brain metastasis. Recently, the remarkable breakthroughs in single-cell RNA-sequencing (scRNA-seq) technology have advanced our insights into the tumor microenvironment (TME) at single-cell resolution, which offers the potential to unravel the metastasis-related cellular crosstalk and provides the potential for improving therapeutic effects mediated by multifaceted cellular interactions within TME. In this study, we have applied scRNA-seq and profiled 10,896 cells collected from five brain tumor tissue samples originating from breast and lung cancers. Our analysis reveals the presence of various intratumoral components, including tumor cells, fibroblasts, myeloid cells, stromal cells expressing neural stem cell markers, as well as minor populations of oligodendrocytes and T cells. Interestingly, distinct cellular compositions are observed across different samples, indicating the influence of diverse cellular interactions on the infiltration patterns within the TME. Importantly, we identify tumor-associated fibroblasts in both our in-house dataset and external scRNA-seq datasets. These fibroblasts exhibit high expression of type I collagen genes, dominate cell-cell interactions within the TME via the type I collagen signaling axis, and facilitate the remodeling of the TME to a collagen-I-rich extracellular matrix similar to the original TME at primary sites. Additionally, we observe M1 activation in native microglial cells and infiltrated macrophages, which may contribute to a proinflammatory TME and the upregulation of collagen type I expression in fibroblasts. Furthermore, tumor cell-specific receptors exhibit a significant association with patient survival in both brain metastasis and native glioblastoma cases. Taken together, our comprehensive analyses identify type I collagen-secreting tumor-associated fibroblasts as key mediators in metastatic brain tumors and uncover tumor receptors that are potentially associated with patient survival. These discoveries provide potential biomarkers for effective therapeutic targets and intervention strategies.
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