ArticleCell death discovery2025
Single-cell analysis unravels divergent gene signatures shaping seminoma stemness and metastasis.
Article in Cell death discovery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- Targeting Pan-Cancer Stemness: Core Regulatory lncRNAs as Novel Therapeutic Vulnerabilities.International journal of molecular sciences · 2025Article
Corrections and comments
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Authors and funding
13 authors.
Funding
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.
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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.