ArticleBMC cancer2019
Gene signature characteristic of elevated stromal infiltration and activation is associated with increased risk of hematogenous and lymphatic metastasis in serous ovarian cancer.
Article in BMC cancer, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed, 61 citations in OpenAlex.
- The extracellular matrix in cancer-associated fibrosis: molecular mechanisms and clinical relevance.JCI insight · 2026Review
- Role of Mesenchymal Markers in Colorectal Cancer Metastasis.Molecular biology reports · 2025Review
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- The silent spread: exploring diverse metastatic pathways in high-grade serous ovarian cancer.Frontiers in medicine · 2025Review
- Glutamine metabolism prognostic index predicts tumour microenvironment characteristics and therapeutic efficacy in ovarian cancer.Journal of cellular and molecular medicine · 2024Article
- Integrative evaluation and experimental validation of the immune-modulating potential of dysregulated extracellular matrix genes in high-grade serous ovarian cancer prognosis.Cancer cell international · 2023Article
- Whole-exome mutational landscape and molecular marker study in mucinous and clear cell ovarian cancer cell lines 3AO and ES2.BMC cancer · 2023Article
- Review
- Tumor microenvironment in ovarian cancer peritoneal metastasis.Cancer cell international · 2023Review
- Up-regulation of collagen type V alpha 2 (Open medicine (Warsaw, Poland) · 2023Article
- The Importance of Marital Status in the Morbidity and Prognosis of Lung Metastasis in Newly Diagnosed Ovarian Cancer.Journal of Cancer · 2023Article
- Proteomics of High-Grade Serous Ovarian Cancer Models Identifies Cancer-Associated Fibroblast Markers Associated with Clinical Outcomes.Biomolecules · 2022Article
- Review
- Microenvironment components and spatially resolved single-cell transcriptome atlas of breast cancer metastatic axillary lymph nodes.Acta biochimica et biophysica Sinica · 2022Article
- Molecular subtypes, clinical significance, and tumor immune landscape of angiogenesis-related genes in ovarian cancer.Frontiers in oncology · 2022Article
- Immune-and Metabolism-Associated Molecular Classification of Ovarian Cancer.Frontiers in oncology · 2022Article
- Crosstalk of RNA Adenosine Modification-Related Subtypes, Establishment of a Prognostic Model, and Immune Infiltration Characteristics in Ovarian Cancer.Frontiers in immunology · 2022Article
- Integration of Transcriptome and Epigenome to Identify and Develop Prognostic Markers for Ovarian Cancer.Journal of oncology · 2022Article
- Deciphering the immune landscape dominated by cancer-associated fibroblasts to investigate their potential in indicating prognosis and guiding therapeutic regimens in high grade serous ovarian carcinoma.Frontiers in immunology · 2022Article
- The PDGF Family Is Associated with Activated Tumor Stroma and Poor Prognosis in Ovarian Cancer.Disease markers · 2022Article
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe clinical significance of hematogenous and lymphatic metastasis in ovarian cancer has been increasingly addressed, as it plays an imperative role in the formation of both intraperitoneal and distant metastases. Our objective is to identify the key molecules and biological processes potentially related to this relatively novel metastatic route in serous ovarian cancer.
methodsSince lymphovascular space invasion (LVSI) is considered as the first step of hematogenous and lymphatic dissemination, we developed a gene signature mainly based on the transcriptome profiles with available information on LVSI status in the Cancer Genome Atlas (TCGA) dataset. We then explored the underlying biological rationale and prognostic value of the identified gene signature using multiple public databases.
resultsWe observe that primary tumors with increased risk of hematogenous and lymphatic metastasis highly express a panel of genes, namely POSTN, LUM, THBS2, COL3A1, COL5A1, COL5A2, FAP1 and FBN1. The identified geneset is characterized by enhanced deposition of extracellular matrix and extensive stromal activation. Mechanistically, both the recruitment and the activation of stromal cells, especially fibroblasts, are closely associated with lymphovascular metastasis. Survival analysis further reveals that the elevated expression of the identified genes correlates to cancer progression and poor prognosis in patients with serous ovarian cancer.
conclusionsOur findings indicate that tumor stroma supports the hematogenous and lymphatic spread of ovarian cancer, increasing tumor invasiveness and ultimately resulting in worse survival. Thus stroma-targeted therapies may improve the clinical outcomes in combination with cytoreductive surgery and chemotherapy.
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