ArticleScientific reports2025
Elucidating the tumor microenvironment interactions in breast, cervical, and ovarian cancer through single-cell RNA sequencing.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Immunotherapy impact of macrophage glycosylation on cholangiocarcinoma and its prognostic and immune microenvironment significance.Human vaccines & immunotherapeutics · 2026Article
- Single-cell RNA sequencing in ovarian cancer: decoding the tumor microenvironment for personalized therapy.Journal of ovarian research · 2026Review
- From mutation to treatment: The dual role of BRCA1 and BRCA2 in gynecological malignancy development and management a systematic review.Biochemistry and biophysics reports · 2026Review
- Nanomedicine Targeting Cancer-Associated Fibroblasts in Prostate Cancer: From Biological Mechanisms to Integrated Theranostic Strategies.International journal of nanomedicine · 2026Review
- Single-cell and multi-omics analyses identify CAMP-associated neutrophil remodeling during radiochemotherapy in cervical cancer.Frontiers in cell and developmental biology · 2026Article
- Immune heterogeneity and therapeutic resistance in gynecological malignancies.Frontiers in immunology · 2026Review
- Association and interaction network analysis of immune cell subgroups in cervical cancer microenvironment based on Mendelian randomization.Discover oncology · 2025Article
- Clinical association and potential molecular mechanisms of neonatal sepsis and necrotizing enterocolitis.Frontiers in molecular biosciences · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
This study aimed to identify the key cell types and their interactions in gynecological oncology of breast cancer, cervical cancer, and ovarian cancer. Single-cell RNA sequencing was performed on tumor samples of gynecological oncology from the GEO database. Cell types were identified using SingleR and cell composition was analyzed to understand the tumor microenvironment (TME). CellChat was used to analyze cell interactions, and pseudotemporal analysis was conducted on cancer-associated fibroblasts (CAFs) and tumor-associated macrophages (TAMs) to understand their differentiation status. Four CAF subtypes were identified: iCAF, myCAF, proCAF, and matCAF. The iCAF subpopulation secreted COL1A1 and promoted tumor cell migration, while myCAF was involved in angiogenesis. The matCAF subpopulation was present throughout tumor development. TAMs were found to promote angiogenesis through the VEGFA_VEGFR2 signaling pathway. CAFs and TAMs play pivotal roles in tumor progression through their interactions and signaling pathways.
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Registered trials
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.