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Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade
Meningiomas are frequent central nervous system tumors. Although most meningiomas are benign (WHO grade I) and curable by surgery, WHO grade II and III tumors remain therapeutically challenging due to frequent recurrence. Interestingly, relapse also occurs in some WHO grade I meningiomas. Hence, we...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4924735/ https://www.ncbi.nlm.nih.gov/pubmed/26894859 http://dx.doi.org/10.18632/oncotarget.7396 |
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author | Schmidt, Melissa Mock, Andreas Jungk, Christine Sahm, Felix Ull, Anna Theresa Warta, Rolf Lamszus, Katrin Gousias, Konstantinos Ketter, Ralf Roesch, Saskia Rapp, Carmen Schefzyk, Sebastian Urbschat, Steffi Lahrmann, Bernd Kessler, Almuth F. Löhr, Mario Senft, Christian Grabe, Niels Reuss, David Beckhove, Philipp Westphal, Manfred von Deimling, Andreas Unterberg, Andreas Simon, Matthias Herold-Mende, Christel |
author_facet | Schmidt, Melissa Mock, Andreas Jungk, Christine Sahm, Felix Ull, Anna Theresa Warta, Rolf Lamszus, Katrin Gousias, Konstantinos Ketter, Ralf Roesch, Saskia Rapp, Carmen Schefzyk, Sebastian Urbschat, Steffi Lahrmann, Bernd Kessler, Almuth F. Löhr, Mario Senft, Christian Grabe, Niels Reuss, David Beckhove, Philipp Westphal, Manfred von Deimling, Andreas Unterberg, Andreas Simon, Matthias Herold-Mende, Christel |
author_sort | Schmidt, Melissa |
collection | PubMed |
description | Meningiomas are frequent central nervous system tumors. Although most meningiomas are benign (WHO grade I) and curable by surgery, WHO grade II and III tumors remain therapeutically challenging due to frequent recurrence. Interestingly, relapse also occurs in some WHO grade I meningiomas. Hence, we investigated the transcriptional features defining aggressive (recurrent, malignantly progressing or WHO grade III) meningiomas in 144 cases. Meningiomas were categorized into non-recurrent (NR), recurrent (R), and tumors undergoing malignant progression (M) in addition to their WHO grade. Unsupervised transcriptomic analysis in 62 meningiomas revealed transcriptional profiles lining up according to WHO grade and clinical subgroup. Notably aggressive subgroups (R+M tumors and WHO grade III) shared a large set of differentially expressed genes (n=332; p<0.01, FC>1.25). In an independent multicenter validation set (n=82), differential expression of 10 genes between WHO grades was confirmed. Additionally, among WHO grade I tumors differential expression between NR and aggressive R+M tumors was affirmed for PTTG1, AURKB, ECT2, UBE2C and PRC1, while MN1 and LEPR discriminated between NR and R+M WHO grade II tumors. Univariate survival analysis revealed a significant association with progression-free survival for PTTG1, LEPR, MN1, ECT2, PRC1, COX10, UBE2C expression, while multivariate analysis identified a prediction for PTTG1 and LEPR mRNA expression independent of gender, WHO grade and extent of resection. Finally, stainings of PTTG1 and LEPR confirmed malignancy-associated protein expression changes. In conclusion, based on the so far largest study sample of WHO grade III and recurrent meningiomas we report a comprehensive transcriptional landscape and two prognostic markers. |
format | Online Article Text |
id | pubmed-4924735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-49247352016-07-13 Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade Schmidt, Melissa Mock, Andreas Jungk, Christine Sahm, Felix Ull, Anna Theresa Warta, Rolf Lamszus, Katrin Gousias, Konstantinos Ketter, Ralf Roesch, Saskia Rapp, Carmen Schefzyk, Sebastian Urbschat, Steffi Lahrmann, Bernd Kessler, Almuth F. Löhr, Mario Senft, Christian Grabe, Niels Reuss, David Beckhove, Philipp Westphal, Manfred von Deimling, Andreas Unterberg, Andreas Simon, Matthias Herold-Mende, Christel Oncotarget Research Paper Meningiomas are frequent central nervous system tumors. Although most meningiomas are benign (WHO grade I) and curable by surgery, WHO grade II and III tumors remain therapeutically challenging due to frequent recurrence. Interestingly, relapse also occurs in some WHO grade I meningiomas. Hence, we investigated the transcriptional features defining aggressive (recurrent, malignantly progressing or WHO grade III) meningiomas in 144 cases. Meningiomas were categorized into non-recurrent (NR), recurrent (R), and tumors undergoing malignant progression (M) in addition to their WHO grade. Unsupervised transcriptomic analysis in 62 meningiomas revealed transcriptional profiles lining up according to WHO grade and clinical subgroup. Notably aggressive subgroups (R+M tumors and WHO grade III) shared a large set of differentially expressed genes (n=332; p<0.01, FC>1.25). In an independent multicenter validation set (n=82), differential expression of 10 genes between WHO grades was confirmed. Additionally, among WHO grade I tumors differential expression between NR and aggressive R+M tumors was affirmed for PTTG1, AURKB, ECT2, UBE2C and PRC1, while MN1 and LEPR discriminated between NR and R+M WHO grade II tumors. Univariate survival analysis revealed a significant association with progression-free survival for PTTG1, LEPR, MN1, ECT2, PRC1, COX10, UBE2C expression, while multivariate analysis identified a prediction for PTTG1 and LEPR mRNA expression independent of gender, WHO grade and extent of resection. Finally, stainings of PTTG1 and LEPR confirmed malignancy-associated protein expression changes. In conclusion, based on the so far largest study sample of WHO grade III and recurrent meningiomas we report a comprehensive transcriptional landscape and two prognostic markers. Impact Journals LLC 2016-02-15 /pmc/articles/PMC4924735/ /pubmed/26894859 http://dx.doi.org/10.18632/oncotarget.7396 Text en Copyright: © 2016 Schmidt et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Schmidt, Melissa Mock, Andreas Jungk, Christine Sahm, Felix Ull, Anna Theresa Warta, Rolf Lamszus, Katrin Gousias, Konstantinos Ketter, Ralf Roesch, Saskia Rapp, Carmen Schefzyk, Sebastian Urbschat, Steffi Lahrmann, Bernd Kessler, Almuth F. Löhr, Mario Senft, Christian Grabe, Niels Reuss, David Beckhove, Philipp Westphal, Manfred von Deimling, Andreas Unterberg, Andreas Simon, Matthias Herold-Mende, Christel Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title | Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title_full | Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title_fullStr | Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title_full_unstemmed | Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title_short | Transcriptomic analysis of aggressive meningiomas identifies PTTG1 and LEPR as prognostic biomarkers independent of WHO grade |
title_sort | transcriptomic analysis of aggressive meningiomas identifies pttg1 and lepr as prognostic biomarkers independent of who grade |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4924735/ https://www.ncbi.nlm.nih.gov/pubmed/26894859 http://dx.doi.org/10.18632/oncotarget.7396 |
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