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Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated

Meningiomas are the most frequent primary intracranial tumors. Patient outcome varies widely from benign to highly aggressive, ultimately fatal courses. Reliable identification of risk of progression for individual patients is of pivotal importance. However, only biomarkers for highly aggressive tum...

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Autores principales: Maas, Sybren L. N., Stichel, Damian, Hielscher, Thomas, Sievers, Philipp, Berghoff, Anna S., Schrimpf, Daniel, Sill, Martin, Euskirchen, Philipp, Blume, Christina, Patel, Areeba, Dogan, Helin, Reuss, David, Dohmen, Hildegard, Stein, Marco, Reinhardt, Annekathrin, Suwala, Abigail K., Wefers, Annika K., Baumgarten, Peter, Ricklefs, Franz, Rushing, Elisabeth J., Bewerunge-Hudler, Melanie, Ketter, Ralf, Schittenhelm, Jens, Jaunmuktane, Zane, Leu, Severina, Greenway, Fay E. A., Bridges, Leslie R., Jones, Timothy, Grady, Conor, Serrano, Jonathan, Golfinos, John, Sen, Chandra, Mawrin, Christian, Jungk, Christine, Hänggi, Daniel, Westphal, Manfred, Lamszus, Katrin, Etminan, Nima, Jungwirth, Gerhard, Herold-Mende, Christel, Unterberg, Andreas, Harter, Patrick N., Wirsching, Hans-Georg, Neidert, Marian C., Ratliff, Miriam, Platten, Michael, Snuderl, Matija, Aldape, Kenneth D., Brandner, Sebastian, Hench, Jürgen, Frank, Stephan, Pfister, Stefan M., Jones, David T. W., Reifenberger, Guido, Acker, Till, Wick, Wolfgang, Weller, Michael, Preusser, Matthias, von Deimling, Andreas, Sahm, Felix
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8713596/
https://www.ncbi.nlm.nih.gov/pubmed/34618539
http://dx.doi.org/10.1200/JCO.21.00784
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author Maas, Sybren L. N.
Stichel, Damian
Hielscher, Thomas
Sievers, Philipp
Berghoff, Anna S.
Schrimpf, Daniel
Sill, Martin
Euskirchen, Philipp
Blume, Christina
Patel, Areeba
Dogan, Helin
Reuss, David
Dohmen, Hildegard
Stein, Marco
Reinhardt, Annekathrin
Suwala, Abigail K.
Wefers, Annika K.
Baumgarten, Peter
Ricklefs, Franz
Rushing, Elisabeth J.
Bewerunge-Hudler, Melanie
Ketter, Ralf
Schittenhelm, Jens
Jaunmuktane, Zane
Leu, Severina
Greenway, Fay E. A.
Bridges, Leslie R.
Jones, Timothy
Grady, Conor
Serrano, Jonathan
Golfinos, John
Sen, Chandra
Mawrin, Christian
Jungk, Christine
Hänggi, Daniel
Westphal, Manfred
Lamszus, Katrin
Etminan, Nima
Jungwirth, Gerhard
Herold-Mende, Christel
Unterberg, Andreas
Harter, Patrick N.
Wirsching, Hans-Georg
Neidert, Marian C.
Ratliff, Miriam
Platten, Michael
Snuderl, Matija
Aldape, Kenneth D.
Brandner, Sebastian
Hench, Jürgen
Frank, Stephan
Pfister, Stefan M.
Jones, David T. W.
Reifenberger, Guido
Acker, Till
Wick, Wolfgang
Weller, Michael
Preusser, Matthias
von Deimling, Andreas
Sahm, Felix
author_facet Maas, Sybren L. N.
Stichel, Damian
Hielscher, Thomas
Sievers, Philipp
Berghoff, Anna S.
Schrimpf, Daniel
Sill, Martin
Euskirchen, Philipp
Blume, Christina
Patel, Areeba
Dogan, Helin
Reuss, David
Dohmen, Hildegard
Stein, Marco
Reinhardt, Annekathrin
Suwala, Abigail K.
Wefers, Annika K.
Baumgarten, Peter
Ricklefs, Franz
Rushing, Elisabeth J.
Bewerunge-Hudler, Melanie
Ketter, Ralf
Schittenhelm, Jens
Jaunmuktane, Zane
Leu, Severina
Greenway, Fay E. A.
Bridges, Leslie R.
Jones, Timothy
Grady, Conor
Serrano, Jonathan
Golfinos, John
Sen, Chandra
Mawrin, Christian
Jungk, Christine
Hänggi, Daniel
Westphal, Manfred
Lamszus, Katrin
Etminan, Nima
Jungwirth, Gerhard
Herold-Mende, Christel
Unterberg, Andreas
Harter, Patrick N.
Wirsching, Hans-Georg
Neidert, Marian C.
Ratliff, Miriam
Platten, Michael
Snuderl, Matija
Aldape, Kenneth D.
Brandner, Sebastian
Hench, Jürgen
Frank, Stephan
Pfister, Stefan M.
Jones, David T. W.
Reifenberger, Guido
Acker, Till
Wick, Wolfgang
Weller, Michael
Preusser, Matthias
von Deimling, Andreas
Sahm, Felix
author_sort Maas, Sybren L. N.
collection PubMed
description Meningiomas are the most frequent primary intracranial tumors. Patient outcome varies widely from benign to highly aggressive, ultimately fatal courses. Reliable identification of risk of progression for individual patients is of pivotal importance. However, only biomarkers for highly aggressive tumors are established (CDKN2A/B and TERT), whereas no molecularly based stratification exists for the broad spectrum of patients with low- and intermediate-risk meningioma. METHODS: DNA methylation data and copy-number information were generated for 3,031 meningiomas (2,868 patients), and mutation data for 858 samples. DNA methylation subgroups, copy-number variations (CNVs), mutations, and WHO grading were analyzed. Prediction power for outcome was assessed in a retrospective cohort of 514 patients, validated on a retrospective cohort of 184, and on a prospective cohort of 287 multicenter cases. RESULTS: Both CNV- and methylation family–based subgrouping independently resulted in increased prediction accuracy of risk of recurrence compared with the WHO classification (c-indexes WHO 2016, CNV, and methylation family 0.699, 0.706, and 0.721, respectively). Merging all risk stratification approaches into an integrated molecular-morphologic score resulted in further substantial increase in accuracy (c-index 0.744). This integrated score consistently provided superior accuracy in all three cohorts, significantly outperforming WHO grading (c-index difference P = .005). Besides the overall stratification advantage, the integrated score separates more precisely for risk of progression at the diagnostically challenging interface of WHO grade 1 and grade 2 tumors (hazard ratio 4.34 [2.48-7.57] and 3.34 [1.28-8.72] retrospective and prospective validation cohorts, respectively). CONCLUSION: Merging these layers of histologic and molecular data into an integrated, three-tiered score significantly improves the precision in meningioma stratification. Implementation into diagnostic routine informs clinical decision making for patients with meningioma on the basis of robust outcome prediction.
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spelling pubmed-87135962022-12-01 Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated Maas, Sybren L. N. Stichel, Damian Hielscher, Thomas Sievers, Philipp Berghoff, Anna S. Schrimpf, Daniel Sill, Martin Euskirchen, Philipp Blume, Christina Patel, Areeba Dogan, Helin Reuss, David Dohmen, Hildegard Stein, Marco Reinhardt, Annekathrin Suwala, Abigail K. Wefers, Annika K. Baumgarten, Peter Ricklefs, Franz Rushing, Elisabeth J. Bewerunge-Hudler, Melanie Ketter, Ralf Schittenhelm, Jens Jaunmuktane, Zane Leu, Severina Greenway, Fay E. A. Bridges, Leslie R. Jones, Timothy Grady, Conor Serrano, Jonathan Golfinos, John Sen, Chandra Mawrin, Christian Jungk, Christine Hänggi, Daniel Westphal, Manfred Lamszus, Katrin Etminan, Nima Jungwirth, Gerhard Herold-Mende, Christel Unterberg, Andreas Harter, Patrick N. Wirsching, Hans-Georg Neidert, Marian C. Ratliff, Miriam Platten, Michael Snuderl, Matija Aldape, Kenneth D. Brandner, Sebastian Hench, Jürgen Frank, Stephan Pfister, Stefan M. Jones, David T. W. Reifenberger, Guido Acker, Till Wick, Wolfgang Weller, Michael Preusser, Matthias von Deimling, Andreas Sahm, Felix J Clin Oncol Original Reports Meningiomas are the most frequent primary intracranial tumors. Patient outcome varies widely from benign to highly aggressive, ultimately fatal courses. Reliable identification of risk of progression for individual patients is of pivotal importance. However, only biomarkers for highly aggressive tumors are established (CDKN2A/B and TERT), whereas no molecularly based stratification exists for the broad spectrum of patients with low- and intermediate-risk meningioma. METHODS: DNA methylation data and copy-number information were generated for 3,031 meningiomas (2,868 patients), and mutation data for 858 samples. DNA methylation subgroups, copy-number variations (CNVs), mutations, and WHO grading were analyzed. Prediction power for outcome was assessed in a retrospective cohort of 514 patients, validated on a retrospective cohort of 184, and on a prospective cohort of 287 multicenter cases. RESULTS: Both CNV- and methylation family–based subgrouping independently resulted in increased prediction accuracy of risk of recurrence compared with the WHO classification (c-indexes WHO 2016, CNV, and methylation family 0.699, 0.706, and 0.721, respectively). Merging all risk stratification approaches into an integrated molecular-morphologic score resulted in further substantial increase in accuracy (c-index 0.744). This integrated score consistently provided superior accuracy in all three cohorts, significantly outperforming WHO grading (c-index difference P = .005). Besides the overall stratification advantage, the integrated score separates more precisely for risk of progression at the diagnostically challenging interface of WHO grade 1 and grade 2 tumors (hazard ratio 4.34 [2.48-7.57] and 3.34 [1.28-8.72] retrospective and prospective validation cohorts, respectively). CONCLUSION: Merging these layers of histologic and molecular data into an integrated, three-tiered score significantly improves the precision in meningioma stratification. Implementation into diagnostic routine informs clinical decision making for patients with meningioma on the basis of robust outcome prediction. Wolters Kluwer Health 2021-12-01 2021-10-07 /pmc/articles/PMC8713596/ /pubmed/34618539 http://dx.doi.org/10.1200/JCO.21.00784 Text en © 2021 by American Society of Clinical Oncology https://creativecommons.org/licenses/by-nc-nd/4.0/Creative Commons Attribution Non-Commercial No Derivatives 4.0 License: https://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Original Reports
Maas, Sybren L. N.
Stichel, Damian
Hielscher, Thomas
Sievers, Philipp
Berghoff, Anna S.
Schrimpf, Daniel
Sill, Martin
Euskirchen, Philipp
Blume, Christina
Patel, Areeba
Dogan, Helin
Reuss, David
Dohmen, Hildegard
Stein, Marco
Reinhardt, Annekathrin
Suwala, Abigail K.
Wefers, Annika K.
Baumgarten, Peter
Ricklefs, Franz
Rushing, Elisabeth J.
Bewerunge-Hudler, Melanie
Ketter, Ralf
Schittenhelm, Jens
Jaunmuktane, Zane
Leu, Severina
Greenway, Fay E. A.
Bridges, Leslie R.
Jones, Timothy
Grady, Conor
Serrano, Jonathan
Golfinos, John
Sen, Chandra
Mawrin, Christian
Jungk, Christine
Hänggi, Daniel
Westphal, Manfred
Lamszus, Katrin
Etminan, Nima
Jungwirth, Gerhard
Herold-Mende, Christel
Unterberg, Andreas
Harter, Patrick N.
Wirsching, Hans-Georg
Neidert, Marian C.
Ratliff, Miriam
Platten, Michael
Snuderl, Matija
Aldape, Kenneth D.
Brandner, Sebastian
Hench, Jürgen
Frank, Stephan
Pfister, Stefan M.
Jones, David T. W.
Reifenberger, Guido
Acker, Till
Wick, Wolfgang
Weller, Michael
Preusser, Matthias
von Deimling, Andreas
Sahm, Felix
Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title_full Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title_fullStr Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title_full_unstemmed Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title_short Integrated Molecular-Morphologic Meningioma Classification: A Multicenter Retrospective Analysis, Retrospectively and Prospectively Validated
title_sort integrated molecular-morphologic meningioma classification: a multicenter retrospective analysis, retrospectively and prospectively validated
topic Original Reports
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8713596/
https://www.ncbi.nlm.nih.gov/pubmed/34618539
http://dx.doi.org/10.1200/JCO.21.00784
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