Department of Neurosurgery, Qilu Hospital of Shandong University and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan 250012, Shandong, China.
Department of Neurosurgery, Zibo Central Hospital Affiliated to Shandong University, Zibo 255036, Shandong, China.
Biosci Rep. 2020 May 29;40(5). doi: 10.1042/BSR20200826.
Neuroblastoma (NB) is the most common extracranial solid tumor in infants and children. Its variable location and complex pathogenesis make NB hard for early diagnosis and risk classification.
We analyzed the methylation data of 236 samples from patients with NB in Therapeutically Applicable Research to Generate Effective Treatments (TARGET) database. Kaplan-Meier survival analysis was used for comparing overall survival of NB patients in different groups. Epigenome-wide association study (EWAS) was conducted to screen CpGs significantly associated with NB patients' Children's Oncology Group (COG). Logistic regression method was used for constructing a model to predict NB patients' COG.
NB patients in low COG showed significantly superior prognosis than those in high COG. A total of seven CpG sites were found closely related to COG. Logistic regression model based on those CpGs showed superior performance in separating NB patients in different COGs.
The present study highlights the important role of DNA methylation in NB development, which might provide evidence for treatment decisions for children NB.
神经母细胞瘤(NB)是婴儿和儿童中最常见的颅外实体瘤。其多变的位置和复杂的发病机制使得 NB 难以早期诊断和风险分类。
我们分析了 Therapeutically Applicable Research to Generate Effective Treatments(TARGET)数据库中 236 例 NB 患者的甲基化数据。Kaplan-Meier 生存分析用于比较不同组别 NB 患者的总生存率。进行表观基因组范围关联研究(EWAS)以筛选与 NB 患者儿童肿瘤协作组(COG)显著相关的 CpG。逻辑回归方法用于构建预测 NB 患者 COG 的模型。
COG 较低的 NB 患者预后明显优于 COG 较高的患者。共发现七个与 COG 密切相关的 CpG 位点。基于这些 CpG 的逻辑回归模型在区分不同 COG 的 NB 患者方面表现出较好的性能。
本研究强调了 DNA 甲基化在 NB 发展中的重要作用,这可能为儿童 NB 的治疗决策提供依据。