神经病理学
医学
DNA甲基化
肿瘤科
精密医学
人口
内科学
生物信息学
病理
生物
疾病
基因
遗传学
基因表达
环境卫生
作者
Dominik Sturm,David Capper,Felipe Andreiuolo,Marco Gessi,Christian Kölsche,Annekathrin Reinhardt,Philipp Sievers,Annika K. Wefers,Azadeh Ebrahimi,Abigail K. Suwala,Gerrit H. Gielen,Martin Sill,Daniel Schrimpf,Damian Stichel,Volker Hovestadt,Bjarne Daenekas,Agata Rode,Stefan Hamelmann,Christopher Previti,Natalie Jäger
出处
期刊:Nature Medicine
[Nature Portfolio]
日期:2023-03-16
卷期号:29 (4): 917-926
被引量:117
标识
DOI:10.1038/s41591-023-02255-1
摘要
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI