ArticleMolecular cancer research : MCR2023
Comparative Tumor Microenvironment Analysis of Primary and Recurrent Ovarian Granulosa Cell Tumors.
Article in Molecular cancer research : MCR, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Granulosa cell tumors and menopausal hormone therapy: A narrative review.Gynecologic oncology reports · 2026Review
- SLC45A2 drives prostate cancer progression through tumor promotion and immune suppression.Scientific reports · 2025Article
- Multiplexed Imaging Mass Cytometry Reveals Tumor-immune Microenvironment-dependent Hormone Receptor Expression in Adult-Type Ovarian Granulosa Cell Tumors.Cancer research communications · 2025Article
- Efficacy of cyclin-dependent kinase 4/6 inhibitors in preclinical adult-type ovarian granulosa cell tumor models.Gynecologic oncology · 2025Article
- Cell Settling, Migration, and Stochastic Cancer Gene Expression Suggest Potassium Membrane Flux May Initiate pH Reversal.Biomolecules · 2025Article
- Gain-of-Function Chromatin Remodeling Activity of Oncogenic FOXL2C134W Reprograms Glucocorticoid Receptor Occupancy to Drive Granulosa Cell Tumors.Cancer research · 2025Article
- Single-cell dissection of multifocal bladder cancer reveals malignant and immune cells variation between primary and recurrent tumor lesions.Communications biology · 2024Article
- Role of Relaxin Signaling in Cancer: A Review.Biochemical pharmacology · 2024Review
- Advanced Granulosa Cell Tumors of the Ovary: A Review with a Focus on Current and Novel Therapeutic Approaches.Journal of immunotherapy and precision oncology · 2024Review
- Biophysical and biochemical aspects of immune cell-tumor microenvironment interactions.APL bioengineering · 2024Review
- Article
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Authors and funding
18 authors.
Funding
Abstract
Adult-type granulosa cell tumors (aGCT) are rare ovarian sex cord tumors with few effective treatments for recurrent disease. The objective of this study was to characterize the tumor microenvironment (TME) of primary and recurrent aGCTs and to identify correlates of disease recurrence. Total RNA sequencing (RNA-seq) was performed on 24 pathologically confirmed, cryopreserved aGCT samples, including 8 primary and 16 recurrent tumors. After read alignment and quality-control filtering, DESeq2 was used to identify differentially expressed genes (DEG) between primary and recurrent tumors. Functional enrichment pathway analysis and gene set enrichment analysis was performed using "clusterProfiler" and "GSVA" R packages. TME composition was investigated through the analysis and integration of multiple published RNA-seq deconvolution algorithms. TME analysis results were externally validated using data from independent previously published RNA-seq datasets. A total of 31 DEGs were identified between primary and recurrent aGCTs. These included genes with known function in hormone signaling such as LHCGR and INSL3 (more abundant in primary tumors) and CYP19A1 (more abundant in recurrent tumors). Gene set enrichment analysis revealed that primarily immune-related and hormone-regulated gene sets expression was increased in recurrent tumors. Integrative TME analysis demonstrated statistically significant depletion of cancer-associated fibroblasts in recurrent tumors. This finding was confirmed in multiple independent datasets. IMPLICATIONS: Recurrent aGCTs exhibit alterations in hormone pathway gene expression as well as decreased infiltration of cancer-associated fibroblasts, suggesting dual roles for hormonal signaling and TME remodeling underpinning disease relapse.
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Registered trials
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