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Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis

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...

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Autores principales: Medvedev, Kirill E, Savelyeva, Anna V, Chen, Kenneth S, Bagrodia, Aditya, Jia, Liwei, Grishin, Nick V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623390/
https://www.ncbi.nlm.nih.gov/pubmed/36330202
http://dx.doi.org/10.1177/11769351221132634
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author Medvedev, Kirill E
Savelyeva, Anna V
Chen, Kenneth S
Bagrodia, Aditya
Jia, Liwei
Grishin, Nick V
author_facet Medvedev, Kirill E
Savelyeva, Anna V
Chen, Kenneth S
Bagrodia, Aditya
Jia, Liwei
Grishin, Nick V
author_sort Medvedev, Kirill E
collection PubMed
description 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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spelling pubmed-96233902022-11-02 Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis Medvedev, Kirill E Savelyeva, Anna V Chen, Kenneth S Bagrodia, Aditya Jia, Liwei Grishin, Nick V Cancer Inform Original Research 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. SAGE Publications 2022-10-31 /pmc/articles/PMC9623390/ /pubmed/36330202 http://dx.doi.org/10.1177/11769351221132634 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Medvedev, Kirill E
Savelyeva, Anna V
Chen, Kenneth S
Bagrodia, Aditya
Jia, Liwei
Grishin, Nick V
Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title_full Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title_fullStr Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title_full_unstemmed Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title_short Integrated Molecular Analysis Reveals 2 Distinct Subtypes of Pure Seminoma of the Testis
title_sort integrated molecular analysis reveals 2 distinct subtypes of pure seminoma of the testis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623390/
https://www.ncbi.nlm.nih.gov/pubmed/36330202
http://dx.doi.org/10.1177/11769351221132634
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