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Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology

The large diversity of central nervous system (CNS) tumor types in children and adolescents results in disparate patient outcomes and renders accurate diagnosis challenging. In this study, we prospectively integrated DNA methylation profiling and targeted gene panel sequencing with blinded neuropath...

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Autores principales: Sturm, Dominik, Capper, David, Andreiuolo, Felipe, Gessi, Marco, Kölsche, Christian, Reinhardt, Annekathrin, Sievers, Philipp, Wefers, Annika K., Ebrahimi, Azadeh, Suwala, Abigail K., Gielen, Gerrit H., Sill, Martin, Schrimpf, Daniel, Stichel, Damian, Hovestadt, Volker, Daenekas, Bjarne, Rode, Agata, Hamelmann, Stefan, Previti, Christopher, Jäger, Natalie, Buchhalter, Ivo, Blattner-Johnson, Mirjam, Jones, Barbara C., Warmuth-Metz, Monika, Bison, Brigitte, Grund, Kerstin, Sutter, Christian, Hirsch, Steffen, Dikow, Nicola, Hasselblatt, Martin, Schüller, Ulrich, Koch, Arend, Gerber, Nicolas U., White, Christine L., Buntine, Molly K., Kinross, Kathryn, Algar, Elizabeth M., Hansford, Jordan R., Gottardo, Nicholas G., Schuhmann, Martin U., Thomale, Ulrich W., Hernáiz Driever, Pablo, Gnekow, Astrid, Witt, Olaf, Müller, Hermann L., Calaminus, Gabriele, Fleischhack, Gudrun, Kordes, Uwe, Mynarek, Martin, Rutkowski, Stefan, Frühwald, Michael C., Kramm, Christof M., von Deimling, Andreas, Pietsch, Torsten, Sahm, Felix, Pfister, Stefan M., Jones, David. T. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115638/
https://www.ncbi.nlm.nih.gov/pubmed/36928815
http://dx.doi.org/10.1038/s41591-023-02255-1
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author Sturm, Dominik
Capper, David
Andreiuolo, Felipe
Gessi, Marco
Kölsche, Christian
Reinhardt, Annekathrin
Sievers, Philipp
Wefers, Annika K.
Ebrahimi, Azadeh
Suwala, Abigail K.
Gielen, Gerrit H.
Sill, Martin
Schrimpf, Daniel
Stichel, Damian
Hovestadt, Volker
Daenekas, Bjarne
Rode, Agata
Hamelmann, Stefan
Previti, Christopher
Jäger, Natalie
Buchhalter, Ivo
Blattner-Johnson, Mirjam
Jones, Barbara C.
Warmuth-Metz, Monika
Bison, Brigitte
Grund, Kerstin
Sutter, Christian
Hirsch, Steffen
Dikow, Nicola
Hasselblatt, Martin
Schüller, Ulrich
Koch, Arend
Gerber, Nicolas U.
White, Christine L.
Buntine, Molly K.
Kinross, Kathryn
Algar, Elizabeth M.
Hansford, Jordan R.
Gottardo, Nicholas G.
Schuhmann, Martin U.
Thomale, Ulrich W.
Hernáiz Driever, Pablo
Gnekow, Astrid
Witt, Olaf
Müller, Hermann L.
Calaminus, Gabriele
Fleischhack, Gudrun
Kordes, Uwe
Mynarek, Martin
Rutkowski, Stefan
Frühwald, Michael C.
Kramm, Christof M.
von Deimling, Andreas
Pietsch, Torsten
Sahm, Felix
Pfister, Stefan M.
Jones, David. T. W.
author_facet Sturm, Dominik
Capper, David
Andreiuolo, Felipe
Gessi, Marco
Kölsche, Christian
Reinhardt, Annekathrin
Sievers, Philipp
Wefers, Annika K.
Ebrahimi, Azadeh
Suwala, Abigail K.
Gielen, Gerrit H.
Sill, Martin
Schrimpf, Daniel
Stichel, Damian
Hovestadt, Volker
Daenekas, Bjarne
Rode, Agata
Hamelmann, Stefan
Previti, Christopher
Jäger, Natalie
Buchhalter, Ivo
Blattner-Johnson, Mirjam
Jones, Barbara C.
Warmuth-Metz, Monika
Bison, Brigitte
Grund, Kerstin
Sutter, Christian
Hirsch, Steffen
Dikow, Nicola
Hasselblatt, Martin
Schüller, Ulrich
Koch, Arend
Gerber, Nicolas U.
White, Christine L.
Buntine, Molly K.
Kinross, Kathryn
Algar, Elizabeth M.
Hansford, Jordan R.
Gottardo, Nicholas G.
Schuhmann, Martin U.
Thomale, Ulrich W.
Hernáiz Driever, Pablo
Gnekow, Astrid
Witt, Olaf
Müller, Hermann L.
Calaminus, Gabriele
Fleischhack, Gudrun
Kordes, Uwe
Mynarek, Martin
Rutkowski, Stefan
Frühwald, Michael C.
Kramm, Christof M.
von Deimling, Andreas
Pietsch, Torsten
Sahm, Felix
Pfister, Stefan M.
Jones, David. T. W.
author_sort Sturm, Dominik
collection PubMed
description The large diversity of central nervous system (CNS) tumor types in children and adolescents results in disparate patient outcomes and renders accurate diagnosis challenging. In this study, we prospectively integrated DNA methylation profiling and targeted gene panel sequencing with blinded neuropathological reference diagnostics for a population-based cohort of more than 1,200 newly diagnosed pediatric patients with CNS tumors, to assess their utility in routine neuropathology. We show that the multi-omic integration increased diagnostic accuracy in a substantial proportion of patients through annotation to a refining DNA methylation class (50%), detection of diagnostic or therapeutically relevant genetic alterations (47%) or identification of cancer predisposition syndromes (10%). Discrepant results by neuropathological WHO-based and DNA methylation-based classification (30%) were enriched in histological high-grade gliomas, implicating relevance for current clinical patient management in 5% of all patients. Follow-up (median 2.5 years) suggests improved survival for patients with histological high-grade gliomas displaying lower-grade molecular profiles. These results provide preliminary evidence of the utility of integrating multi-omics in neuropathology for pediatric neuro-oncology.
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spelling pubmed-101156382023-04-21 Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology Sturm, Dominik Capper, David Andreiuolo, Felipe Gessi, Marco Kölsche, Christian Reinhardt, Annekathrin Sievers, Philipp Wefers, Annika K. Ebrahimi, Azadeh Suwala, Abigail K. Gielen, Gerrit H. Sill, Martin Schrimpf, Daniel Stichel, Damian Hovestadt, Volker Daenekas, Bjarne Rode, Agata Hamelmann, Stefan Previti, Christopher Jäger, Natalie Buchhalter, Ivo Blattner-Johnson, Mirjam Jones, Barbara C. Warmuth-Metz, Monika Bison, Brigitte Grund, Kerstin Sutter, Christian Hirsch, Steffen Dikow, Nicola Hasselblatt, Martin Schüller, Ulrich Koch, Arend Gerber, Nicolas U. White, Christine L. Buntine, Molly K. Kinross, Kathryn Algar, Elizabeth M. Hansford, Jordan R. Gottardo, Nicholas G. Schuhmann, Martin U. Thomale, Ulrich W. Hernáiz Driever, Pablo Gnekow, Astrid Witt, Olaf Müller, Hermann L. Calaminus, Gabriele Fleischhack, Gudrun Kordes, Uwe Mynarek, Martin Rutkowski, Stefan Frühwald, Michael C. Kramm, Christof M. von Deimling, Andreas Pietsch, Torsten Sahm, Felix Pfister, Stefan M. Jones, David. T. W. Nat Med Article The large diversity of central nervous system (CNS) tumor types in children and adolescents results in disparate patient outcomes and renders accurate diagnosis challenging. In this study, we prospectively integrated DNA methylation profiling and targeted gene panel sequencing with blinded neuropathological reference diagnostics for a population-based cohort of more than 1,200 newly diagnosed pediatric patients with CNS tumors, to assess their utility in routine neuropathology. We show that the multi-omic integration increased diagnostic accuracy in a substantial proportion of patients through annotation to a refining DNA methylation class (50%), detection of diagnostic or therapeutically relevant genetic alterations (47%) or identification of cancer predisposition syndromes (10%). Discrepant results by neuropathological WHO-based and DNA methylation-based classification (30%) were enriched in histological high-grade gliomas, implicating relevance for current clinical patient management in 5% of all patients. Follow-up (median 2.5 years) suggests improved survival for patients with histological high-grade gliomas displaying lower-grade molecular profiles. These results provide preliminary evidence of the utility of integrating multi-omics in neuropathology for pediatric neuro-oncology. Nature Publishing Group US 2023-03-16 2023 /pmc/articles/PMC10115638/ /pubmed/36928815 http://dx.doi.org/10.1038/s41591-023-02255-1 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Sturm, Dominik
Capper, David
Andreiuolo, Felipe
Gessi, Marco
Kölsche, Christian
Reinhardt, Annekathrin
Sievers, Philipp
Wefers, Annika K.
Ebrahimi, Azadeh
Suwala, Abigail K.
Gielen, Gerrit H.
Sill, Martin
Schrimpf, Daniel
Stichel, Damian
Hovestadt, Volker
Daenekas, Bjarne
Rode, Agata
Hamelmann, Stefan
Previti, Christopher
Jäger, Natalie
Buchhalter, Ivo
Blattner-Johnson, Mirjam
Jones, Barbara C.
Warmuth-Metz, Monika
Bison, Brigitte
Grund, Kerstin
Sutter, Christian
Hirsch, Steffen
Dikow, Nicola
Hasselblatt, Martin
Schüller, Ulrich
Koch, Arend
Gerber, Nicolas U.
White, Christine L.
Buntine, Molly K.
Kinross, Kathryn
Algar, Elizabeth M.
Hansford, Jordan R.
Gottardo, Nicholas G.
Schuhmann, Martin U.
Thomale, Ulrich W.
Hernáiz Driever, Pablo
Gnekow, Astrid
Witt, Olaf
Müller, Hermann L.
Calaminus, Gabriele
Fleischhack, Gudrun
Kordes, Uwe
Mynarek, Martin
Rutkowski, Stefan
Frühwald, Michael C.
Kramm, Christof M.
von Deimling, Andreas
Pietsch, Torsten
Sahm, Felix
Pfister, Stefan M.
Jones, David. T. W.
Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title_full Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title_fullStr Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title_full_unstemmed Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title_short Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
title_sort multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10115638/
https://www.ncbi.nlm.nih.gov/pubmed/36928815
http://dx.doi.org/10.1038/s41591-023-02255-1
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