Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.
Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.
Nat Med. 2023 Apr;29(4):917-926. doi: 10.1038/s41591-023-02255-1. Epub 2023 Mar 16.
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.
中枢神经系统(CNS)肿瘤在儿童和青少年中的种类繁多,导致患者的预后存在差异,且准确诊断具有挑战性。在这项研究中,我们前瞻性地将 DNA 甲基化分析和靶向基因 panel 测序与盲法神经病理学参考诊断相结合,对 1200 多名新诊断为 CNS 肿瘤的儿童患者进行了基于人群的队列研究,以评估它们在常规神经病理学中的应用。我们发现,通过注释细化的 DNA 甲基化类别(50%)、检测诊断或治疗相关的遗传改变(47%)或鉴定癌症易感性综合征(10%),多组学整合在相当一部分患者中提高了诊断准确性。神经病理学上基于世界卫生组织(WHO)的分类和基于 DNA 甲基化的分类之间的差异(30%)在组织学高级别胶质瘤中更为丰富,这意味着在所有患者中,有 5%的患者的当前临床患者管理具有相关性。随访(中位数 2.5 年)表明,组织学高级别胶质瘤中分子谱较低的患者的生存率有所提高。这些结果初步证明了在儿科神经肿瘤学中整合多组学在神经病理学中的应用。