Department of Pediatrics, University of Chicago, Chicago, IL.
Department of Chemistry, University of Chicago, Chicago, IL.
JCO Precis Oncol. 2024 Jan;8:e2300297. doi: 10.1200/PO.23.00297.
Neuroblastoma is the most common extracranial solid tumor in childhood. We previously showed that circulating cell-free DNA (cfDNA) and tumor biopsy derived 5-hydroxymethylcytosime (5-hmC) profiles identified patients with neuroblastoma who experienced subsequent relapse. Here, we hypothesized that 5-hmC modifications selectively enriched in cfDNA compared with tumor biopsy samples would identify epigenetic changes associated with aggressive tumor behavior and identify novel biomarkers of outcome in patients with high-risk neuroblastoma.
5-hmC profiles from cfDNA (n = 64) and tumor biopsies (n = 48) were compared. Two neuroblastoma cell lines underwent chromatin immunoprecipitation followed by sequencing (ChIP-Seq) for H3K27me3, H3K4me3, and H3K27ac; kethoxal-associated single-stranded DNA sequencing; hmC-Seal for 5-hmC; and RNA-sequencing (RNA-Seq). Genes enriched for both H3K27me3 and H3K4me3 in the included cell lines were defined as bivalent. Using bivalent genes defined in vitro, a bivalent signature was established in three publicly available cohorts of patients with neuroblastoma through gene set variation analysis. Differences between tumors with high or low bivalent signatures were assessed by the Kaplan-Meier method and Cox proportional hazards models.
In cfDNA compared with tumor biopsy derived 5-hmC profiles, we found increased 5-hmC deposition on Polycomb Repressive Complex 2 target genes, a finding previously described in the context of bivalent genes. We identified 313 genes that bore bivalent chromatin marks, were enriched for mediators of neuronal differentiation, and were transcriptionally repressed across a panel of heterogeneous neuroblastoma cell lines. In three distinct clinical cohorts, low bivalent signature was significantly and independently associated with worse clinical outcome in patients with high-risk neuroblastoma.
Low expression of bivalent genes is a biomarker of worse outcome in patients with high-risk neuroblastoma.
神经母细胞瘤是儿童期最常见的颅外实体瘤。我们之前的研究表明,循环无细胞游离 DNA (cfDNA) 和肿瘤活检衍生的 5-羟甲基胞嘧啶 (5-hmC) 谱可识别发生后续复发的神经母细胞瘤患者。在这里,我们假设与肿瘤活检样本相比,cfDNA 中选择性富集的 5-hmC 修饰将鉴定与侵袭性肿瘤行为相关的表观遗传变化,并鉴定高危神经母细胞瘤患者结局的新生物标志物。
比较了 cfDNA(n=64)和肿瘤活检(n=48)的 5-hmC 谱。对两种神经母细胞瘤细胞系进行染色质免疫沉淀测序(ChIP-Seq),用于 H3K27me3、H3K4me3 和 H3K27ac;酮肟相关单链 DNA 测序;5-hmC 的 hmC-Seal;以及 RNA 测序(RNA-Seq)。在纳入的细胞系中,同时富含 H3K27me3 和 H3K4me3 的基因被定义为双价基因。通过基因集变异分析,在三个公开的神经母细胞瘤患者队列中,使用体外定义的双价基因建立了双价签名。通过 Kaplan-Meier 方法和 Cox 比例风险模型评估具有高或低双价签名的肿瘤之间的差异。
与肿瘤活检衍生的 5-hmC 谱相比,我们发现 cfDNA 中多梳抑制复合物 2 靶基因的 5-hmC 沉积增加,这一发现以前在双价基因的背景下有所描述。我们鉴定了 313 个具有双价染色质标记的基因,这些基因富集了神经元分化的介质,并且在一组异质神经母细胞瘤细胞系中被转录抑制。在三个不同的临床队列中,高危神经母细胞瘤患者的低双价签名与较差的临床结局显著且独立相关。
低表达双价基因是高危神经母细胞瘤患者预后不良的生物标志物。