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Multiomic neuropathology improves diagnostic accuracy in pediatric neuro-oncology

Authors :
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
Gerber, Nicolas U.
White, Christine L.
Buntine, Molly K.
Kinross, Kathryn
Algar, Elizabeth M.
Hansford, Jordan R.
Gottardo, Nicholas G.
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.
Source :
Nature Medicine; 20230101, Issue: Preprints p1-10, 10p
Publication Year :
2023

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.

Details

Language :
English
ISSN :
10788956 and 1546170X
Issue :
Preprints
Database :
Supplemental Index
Journal :
Nature Medicine
Publication Type :
Periodical
Accession number :
ejs62537403
Full Text :
https://doi.org/10.1038/s41591-023-02255-1