ArticleCancer informatics2022
Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis.
Article in Cancer informatics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Spatial transcriptomics mapping of immune cell and TGFβ signalling pathway heterogeneity in testicular germ cell tumours.Andrology · 2026Article
- Single-cell profiling in ovarian germ cell and sex cord-stromal tumours.British journal of cancer · 2025Article
- Understanding Sociodemographic Factors among Hispanics Through a Population-Based Study on Testicular Cancer in Mexico.Journal of racial and ethnic health disparities · 2025Article
- Recent Advancements in Research on DNA Methylation and Testicular Germ Cell Tumors: Unveiling the Intricate Relationship.Biomedicines · 2024Review
- Identification of testicular cancer immune infiltrates and novel immune cell subtypes.FEBS open bio · 2023Article
- Breaking the Mold: Epigenetics and Genomics Approaches Addressing Novel Treatments and Chemoresponse in TGCT Patients.International journal of molecular sciences · 2023Review
- Seminoma subtypes differ in the organization and functional state of the immune microenvironment.3 Biotech · 2023Article
- Immune-related mechanisms and immunotherapy in extragonadal germ cell tumors.Frontiers in immunology · 2023Review
- Deep Learning for Subtypes Identification of Pure Seminoma of the Testis.Clinical pathology (Thousand Oaks, Ventura County, Calif.)Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Objective: Testicular germ cell tumors (TGCT) are the most common solid malignancy in adolescent and young men, with a rising incidence over the past 20 years. Overall, TGCTs are second in terms of the average life years lost per person dying of cancer, and clinical therapeutics without adverse long-term side effects are lacking. Platinum-based regimens for TGCTs have heterogeneous outcomes even within the same histotype that frequently leads to under- and over-treatment. Understanding of molecular differences that lead to diverse outcomes of TGCT patients may improve current treatment approaches. Seminoma is the most common subtype of TGCTs, which can either be pure or present in combination with other histotypes. Methods: Here we conducted a computational study of 64 pure seminoma samples from The Cancer Genome Atlas, applied consensus clustering approach to their transcriptomic data and revealed 2 clinically relevant seminoma subtypes: seminoma subtype 1 and 2. Results: Our analysis identified significant differences in pluripotency stage, activity of double stranded DNA breaks repair mechanisms, rates of loss of heterozygosity, and expression of lncRNA responsible for cisplatin resistance between the subtypes. Seminoma subtype 1 is characterized by higher pluripotency state, while subtype 2 showed attributes of reprograming into non-seminomatous TGCT. The seminoma subtypes we identified may provide a molecular underpinning for variable responses to chemotherapy and radiation. Conclusion: Translating our findings into clinical care may help improve risk stratification of seminoma, decrease overtreatment rates, and increase long-term quality of life for TGCT survivors.
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