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Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology.


ABSTRACT: 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.

SUBMITTER: Sturm D 

PROVIDER: S-EPMC10115638 | biostudies-literature | 2023 Apr

REPOSITORIES: biostudies-literature

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Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology.

Sturm Dominik D   Capper David D   Andreiuolo Felipe F   Gessi Marco M   Kölsche Christian C   Reinhardt Annekathrin A   Sievers Philipp P   Wefers Annika K AK   Ebrahimi Azadeh A   Suwala Abigail K AK   Gielen Gerrit H GH   Sill Martin M   Schrimpf Daniel D   Stichel Damian D   Hovestadt Volker V   Daenekas Bjarne B   Rode Agata A   Hamelmann Stefan S   Previti Christopher C   Jäger Natalie N   Buchhalter Ivo I   Blattner-Johnson Mirjam M   Jones Barbara C BC   Warmuth-Metz Monika M   Bison Brigitte B   Grund Kerstin K   Sutter Christian C   Hirsch Steffen S   Dikow Nicola N   Hasselblatt Martin M   Schüller Ulrich U   Koch Arend A   Gerber Nicolas U NU   White Christine L CL   Buntine Molly K MK   Kinross Kathryn K   Algar Elizabeth M EM   Hansford Jordan R JR   Gottardo Nicholas G NG   Schuhmann Martin U MU   Thomale Ulrich W UW   Hernáiz Driever Pablo P   Gnekow Astrid A   Witt Olaf O   Müller Hermann L HL   Calaminus Gabriele G   Fleischhack Gudrun G   Kordes Uwe U   Mynarek Martin M   Rutkowski Stefan S   Frühwald Michael C MC   Kramm Christof M CM   von Deimling Andreas A   Pietsch Torsten T   Sahm Felix F   Pfister Stefan M SM   Jones David T W DTW  

Nature medicine 20230316 4


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  ...[more]

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