Single-cell analysis unravels divergent gene signatures shaping seminoma stemness and metastasis

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.

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Publication Details

Journal
Cell Death Discovery
Published
2025-11-07
DOI
https://doi.org/10.1038/s41420-025-02802-4
Citations
3
Primary Topic
Testicular diseases and treatments
Type
article
Field-Weighted Citation Impact
6.02

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article

Single-cell analysis unravels divergent gene signatures shaping seminoma stemness and metastasis

Shufang He, Daliu Min, Bin Jiang, Yue Zhou et al.
3 citations
Cell Death Discovery
Testicular diseases and treatments
6.02
article

Single-cell analysis unravels divergent gene signatures shaping seminoma stemness and metastasis

Shufang He, Daliu Min, Bin Jiang, Yue Zhou, Guangye Du, Hengchuan Su, Yanjie Zhang, Hongyan Yuan, Jiamin Zhang, Jiahui Guo, Biying Chen, Dingwei Ye, Zhouliang Bian
article en
3 citations

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.

Cell Death DiscoveryVol. 11(1)
Shanghai Medical College of Fudan University (CN), Shanghai Jiao Tong University (CN), Fudan University Shanghai Cancer Center (CN), Shanghai Ninth People's Hospital (CN), Shanghai Sixth People's Hospital (CN)
Shanghai Anti-Cancer Association, National Natural Science Foundation of China, Shanghai Jiao Tong University, School of Medicine, Shanghai Jiao Tong University, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 3%
Testicular diseases and treatments
6.02
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