Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology
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Published:2023-03-16
Issue:4
Volume:29
Page:917-926
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ISSN:1078-8956
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Container-title:Nature Medicine
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language:en
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Short-container-title:Nat Med
Author:
Sturm DominikORCID, Capper DavidORCID, Andreiuolo FelipeORCID, Gessi Marco, Kölsche ChristianORCID, Reinhardt Annekathrin, Sievers PhilippORCID, Wefers Annika K.ORCID, Ebrahimi AzadehORCID, Suwala Abigail K., Gielen Gerrit H.ORCID, Sill Martin, Schrimpf Daniel, Stichel Damian, Hovestadt Volker, Daenekas BjarneORCID, 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 UlrichORCID, Koch Arend, Gerber Nicolas U., White Christine L.ORCID, Buntine Molly K., Kinross Kathryn, Algar Elizabeth M.ORCID, Hansford Jordan R.ORCID, Gottardo Nicholas G.ORCID, Schuhmann Martin U., Thomale Ulrich W., Hernáiz Driever PabloORCID, Gnekow AstridORCID, Witt Olaf, Müller Hermann L.ORCID, Calaminus Gabriele, Fleischhack GudrunORCID, Kordes UweORCID, Mynarek MartinORCID, Rutkowski Stefan, Frühwald Michael C.ORCID, Kramm Christof M.ORCID, von Deimling AndreasORCID, Pietsch Torsten, Sahm Felix, Pfister Stefan M., Jones David. T. W.ORCID
Abstract
AbstractThe 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.
Publisher
Springer Science and Business Media LLC
Subject
General Biochemistry, Genetics and Molecular Biology,General Medicine
Reference49 articles.
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