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m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance

BACKGROUND: Covalent RNA modifications, such as N-6-methyladenosine (m(6)A), have been associated with various biological processes, but their role in cancer remains largely unexplored. m(6)A dynamics depends on specific enzymes whose deregulation may also impact in tumorigenesis. Herein, we assesse...

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Autores principales: Lobo, João, Costa, Ana Laura, Cantante, Mariana, Guimarães, Rita, Lopes, Paula, Antunes, Luís, Braga, Isaac, Oliveira, Jorge, Pelizzola, Mattia, Henrique, Rui, Jerónimo, Carmen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6416960/
https://www.ncbi.nlm.nih.gov/pubmed/30866959
http://dx.doi.org/10.1186/s12967-019-1837-z
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author Lobo, João
Costa, Ana Laura
Cantante, Mariana
Guimarães, Rita
Lopes, Paula
Antunes, Luís
Braga, Isaac
Oliveira, Jorge
Pelizzola, Mattia
Henrique, Rui
Jerónimo, Carmen
author_facet Lobo, João
Costa, Ana Laura
Cantante, Mariana
Guimarães, Rita
Lopes, Paula
Antunes, Luís
Braga, Isaac
Oliveira, Jorge
Pelizzola, Mattia
Henrique, Rui
Jerónimo, Carmen
author_sort Lobo, João
collection PubMed
description BACKGROUND: Covalent RNA modifications, such as N-6-methyladenosine (m(6)A), have been associated with various biological processes, but their role in cancer remains largely unexplored. m(6)A dynamics depends on specific enzymes whose deregulation may also impact in tumorigenesis. Herein, we assessed the differential abundance of m(6)A, its writer VIRMA and its reader YTHDF3, in testicular germ cell tumors (TGCTs), looking for clinicopathological correlates. METHODS: In silico analysis of TCGA data disclosed altered expression of VIRMA (52%) and YTHDF3 (48%), prompting subsequent validation. Formalin-fixed paraffin-embedded tissues from 122 TGCTs (2005–2016) were selected. RNA extraction, cDNA synthesis and real-time qPCR (Taqman assays) for VIRMA and YTHDF3 were performed, as well as immunohistochemistry for VIRMA, YTHDF3 and m(6)A, for staining intensity assessment. Associations between categorical variables were assessed using Chi square and Fisher’s exact test. Distribution of continuous variables between groups was compared using the nonparametric Mann–Whitney and Kruskal–Wallis tests. Biomarker performance was assessed through receiver operating characteristics (ROC) curve construction and a cut-off was established by Youden’s index method. Statistical significance was set at p < 0.05. RESULTS: In our cohort, VIRMA and YTHDF3 mRNA expression levels differed among TGCT subtypes, with Seminomas (SEs) depicting higher levels than Non-Seminomatous tumors (NSTs) (p < 0.01 for both). A positive correlation was found between VIRMA and YTHDF3 expression levels. VIRMA discriminated SEs from NSTs with AUC = 0.85 (Sensitivity 77.3%, Specificity 81.1%, PPV 71.6%, NPV 85.3%, Accuracy 79.7%). Immunohistochemistry paralleled transcript findings, as patients with strong m(6)A immunostaining intensity depicted significantly higher VIRMA mRNA expression levels and stronger VIRMA immunoexpression intensity (p < 0.001 and p < 0.01, respectively). CONCLUSION: Abundance of m(6)A and expression of VIRMA/YTHDF3 were different among TGCT subtypes, with higher levels in SEs, suggesting a contribution to SE phenotype maintenance. VIRMA and YTHDF3 might cooperate in m(6)A establishment in TGCTs, and their transcript levels accurately discriminate between SEs and NSTs, constituting novel candidate biomarkers for patient management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-019-1837-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-64169602019-03-25 m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance Lobo, João Costa, Ana Laura Cantante, Mariana Guimarães, Rita Lopes, Paula Antunes, Luís Braga, Isaac Oliveira, Jorge Pelizzola, Mattia Henrique, Rui Jerónimo, Carmen J Transl Med Research BACKGROUND: Covalent RNA modifications, such as N-6-methyladenosine (m(6)A), have been associated with various biological processes, but their role in cancer remains largely unexplored. m(6)A dynamics depends on specific enzymes whose deregulation may also impact in tumorigenesis. Herein, we assessed the differential abundance of m(6)A, its writer VIRMA and its reader YTHDF3, in testicular germ cell tumors (TGCTs), looking for clinicopathological correlates. METHODS: In silico analysis of TCGA data disclosed altered expression of VIRMA (52%) and YTHDF3 (48%), prompting subsequent validation. Formalin-fixed paraffin-embedded tissues from 122 TGCTs (2005–2016) were selected. RNA extraction, cDNA synthesis and real-time qPCR (Taqman assays) for VIRMA and YTHDF3 were performed, as well as immunohistochemistry for VIRMA, YTHDF3 and m(6)A, for staining intensity assessment. Associations between categorical variables were assessed using Chi square and Fisher’s exact test. Distribution of continuous variables between groups was compared using the nonparametric Mann–Whitney and Kruskal–Wallis tests. Biomarker performance was assessed through receiver operating characteristics (ROC) curve construction and a cut-off was established by Youden’s index method. Statistical significance was set at p < 0.05. RESULTS: In our cohort, VIRMA and YTHDF3 mRNA expression levels differed among TGCT subtypes, with Seminomas (SEs) depicting higher levels than Non-Seminomatous tumors (NSTs) (p < 0.01 for both). A positive correlation was found between VIRMA and YTHDF3 expression levels. VIRMA discriminated SEs from NSTs with AUC = 0.85 (Sensitivity 77.3%, Specificity 81.1%, PPV 71.6%, NPV 85.3%, Accuracy 79.7%). Immunohistochemistry paralleled transcript findings, as patients with strong m(6)A immunostaining intensity depicted significantly higher VIRMA mRNA expression levels and stronger VIRMA immunoexpression intensity (p < 0.001 and p < 0.01, respectively). CONCLUSION: Abundance of m(6)A and expression of VIRMA/YTHDF3 were different among TGCT subtypes, with higher levels in SEs, suggesting a contribution to SE phenotype maintenance. VIRMA and YTHDF3 might cooperate in m(6)A establishment in TGCTs, and their transcript levels accurately discriminate between SEs and NSTs, constituting novel candidate biomarkers for patient management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-019-1837-z) contains supplementary material, which is available to authorized users. BioMed Central 2019-03-12 /pmc/articles/PMC6416960/ /pubmed/30866959 http://dx.doi.org/10.1186/s12967-019-1837-z Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Lobo, João
Costa, Ana Laura
Cantante, Mariana
Guimarães, Rita
Lopes, Paula
Antunes, Luís
Braga, Isaac
Oliveira, Jorge
Pelizzola, Mattia
Henrique, Rui
Jerónimo, Carmen
m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title_full m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title_fullStr m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title_full_unstemmed m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title_short m(6)A RNA modification and its writer/reader VIRMA/YTHDF3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
title_sort m(6)a rna modification and its writer/reader virma/ythdf3 in testicular germ cell tumors: a role in seminoma phenotype maintenance
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6416960/
https://www.ncbi.nlm.nih.gov/pubmed/30866959
http://dx.doi.org/10.1186/s12967-019-1837-z
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