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Updated: Jan 12, 2026

Discovery of Driver Genes in Colorectal HT29-derived Cancer Stem-Like Tumorspheres
Published on: July 22, 2020
Single-cell analysis unravels divergent gene signatures shaping seminoma stemness and metastasis
Zhouliang Bian1,2, Biying Chen1,2, Jiahui Guo1,2
1Department of Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China.
Abstract:
Seminoma is the most common solid malignant tumor of the testis in young males, significantly impacting fertility. Approximately 20% of seminomas metastasize, markedly increasing recurrence risk and compromising quality of life. To investigate the poorly understood mechanisms driving seminoma metastasis, we performed a comprehensive analysis by integrating single-cell RNA sequencing, TCGA data mining, and cell biology assays. We identified significant intratumoral heterogeneity. A subset of tumor cells expressing DPPA4 and PSMA7 showed high stemness, enhanced self-renewal, and association with metastasis. Knockdown of these genes reduced sphere formation, tumor migration and proliferation in Tcam-2 and NCCIT cells. Conversely, tumor cells overexpressing PAGE5 and SAT1 exhibited reduced stemness, migratory capacity and proliferation. In the immune microenvironment, we identified IFNG+ T cells, which recruit and activate other antitumor immune cells. These cells secrete IFN-γ, which promotes tumor differentiation, reduces stemness, and mitigates tumor aggressiveness. Based on these findings, we further developed a molecular panel to aid in the identification of seminomas with a higher risk of metastasis. In conclusion, our study identifies unique molecular signatures that facilitate risk stratification based on metastatic potential, providing valuable insights for improving precision medicine.
Insights
This study reveals key molecular drivers of testicular cancer metastasis. Identifying specific genes and immune cells helps predict and potentially treat aggressive seminoma, improving patient outcomes.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- Seminoma is the most common testicular cancer in young males, with metastasis significantly increasing recurrence risk.
- Understanding the molecular mechanisms of seminoma metastasis is crucial for improving patient prognosis and quality of life.
Purpose of the Study:
- To investigate the mechanisms driving seminoma metastasis using integrated multi-omics and cell biology approaches.
- To identify molecular signatures associated with metastatic potential for improved risk stratification.
Main Methods:
- Single-cell RNA sequencing and TCGA data mining to analyze tumor heterogeneity.
- Cell biology assays (e.g., sphere formation, migration) to assess gene function.
- Analysis of the tumor immune microenvironment, focusing on T cells.
Main Results:
- Identified a subset of seminoma cells expressing DPPA4 and PSMA7 with high stemness and metastatic potential.
- Demonstrated that IFNG+ T cells in the immune microenvironment promote tumor differentiation and reduce aggressiveness.
- Developed a molecular panel for identifying high-risk metastatic seminoma.
Conclusions:
- DPPA4 and PSMA7 are key drivers of seminoma stemness and metastasis.
- IFN-γ secreting T cells play a crucial role in mitigating tumor aggressiveness.
- The identified molecular signatures enable better risk stratification and personalized treatment strategies for seminoma.
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