Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785028252187754496 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10115638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sturmdominik multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT capperdavid multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT andreiuolofelipe multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT gessimarco multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT kolschechristian multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT reinhardtannekathrin multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT sieversphilipp multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT wefersannikak multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT ebrahimiazadeh multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT suwalaabigailk multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT gielengerrith multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT sillmartin multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT schrimpfdaniel multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT sticheldamian multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hovestadtvolker multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT daenekasbjarne multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT rodeagata multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hamelmannstefan multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT previtichristopher multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT jagernatalie multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT buchhalterivo multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT blattnerjohnsonmirjam multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT jonesbarbarac multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT warmuthmetzmonika multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT bisonbrigitte multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT grundkerstin multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT sutterchristian multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hirschsteffen multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT dikownicola multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hasselblattmartin multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT schullerulrich multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT kocharend multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT gerbernicolasu multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT whitechristinel multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT buntinemollyk multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT kinrosskathryn multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT algarelizabethm multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hansfordjordanr multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT gottardonicholasg multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT schuhmannmartinu multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT thomaleulrichw multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT hernaizdrieverpablo multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT gnekowastrid multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT wittolaf multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT mullerhermannl multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT calaminusgabriele multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT fleischhackgudrun multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT kordesuwe multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT mynarekmartin multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT rutkowskistefan multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT fruhwaldmichaelc multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT krammchristofm multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT vondeimlingandreas multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT pietschtorsten multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT sahmfelix multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT pfisterstefanm multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology AT jonesdavidtw multiomicneuropathologyimprovesdiagnosticaccuracyinpediatricneurooncology |