Department of Surgery, Stanford University, Stanford, CA, USA.
Department of Pediatrics, Stanford University, Stanford, USA.
J Pediatr Surg. 2021 Jul;56(7):1199-1202. doi: 10.1016/j.jpedsurg.2021.03.037. Epub 2021 Mar 26.
High-risk neuroblastoma is a deadly disease; poor prognosticators are MYCN-amplification and TERT-overexpression. We hypothesized that Gene Set Enrichment Analysis (GSEA) could identify pathways associated with MYCN-amplification and that inhibition of these pathways could decrease tumor growth.
We analyzed the Neuroblastoma-Kocak dataset (GSE45547, n = 649) and identified pathways associated with MYCN-amplification. Inhibitors were selected from upregulated gene sets for in vitro cytotoxicity testing using ST16-patient-derived primary neuroblastoma cells and in vivo testing using orthotopic ST16-patient-derived xenografts (PDX) in mice. Tumor volume was measured with ultrasound and tumor sections examined after H&E staining.
GSEA identified significantly overexpressed gene sets in MYCN-amplified tumors including MYC targets, cell cycle mitotic genes, TERT associated genes, loss of RB1 gene sets, and E2Fs targets. Several genes were potential Bromodomain-containing protein 4 (Brd4) targets, making Brd4 inhibitors - JQ1, AZD5153 - and cyclin-dependent kinase (Brd4's binding partner) inhibitors - dinaciclib - potential therapeutic agents. JQ1 and dinaciclib were synergistic in inducing cytotoxicity in vitro. Dinaciclib-AZD5153 in vivo decreased tumor size compared to control, and increased tumor lymphocyte infiltration and necrosis on histology.
GSEA is a powerful approach to identify upregulated genes and potential therapeutic targets. Dinaciclib-AZD5153 combination therapy can be effective against MYCN-amplified and TERT-overexpressing neuroblastoma tumors.
高危神经母细胞瘤是一种致命的疾病;不良预后因素包括 MYCN 扩增和 TERT 过表达。我们假设基因集富集分析(GSEA)可以识别与 MYCN 扩增相关的途径,并且抑制这些途径可以减少肿瘤生长。
我们分析了神经母细胞瘤-Kocak 数据集(GSE45547,n=649),并确定了与 MYCN 扩增相关的途径。从上调的基因集中选择抑制剂,用于体外 ST16-患者来源的原代神经母细胞瘤细胞的细胞毒性试验和体内使用 ST16-患者来源的异种移植瘤(PDX)的试验。使用超声测量肿瘤体积,并在 H&E 染色后检查肿瘤切片。
GSEA 鉴定出 MYCN 扩增肿瘤中显著过表达的基因集,包括 MYC 靶标、细胞周期有丝分裂基因、TERT 相关基因、RB1 基因缺失集和 E2Fs 靶标。一些基因是潜在的溴结构域蛋白 4(Brd4)靶标,使 Brd4 抑制剂-JQ1、AZD5153-和细胞周期蛋白依赖性激酶(Brd4 的结合伙伴)抑制剂-地西他滨-成为潜在的治疗药物。JQ1 和地西他滨在体外协同诱导细胞毒性。与对照组相比,地西他滨-AZD5153 体内降低了肿瘤大小,并增加了肿瘤淋巴细胞浸润和坏死。
GSEA 是一种识别上调基因和潜在治疗靶点的强大方法。地西他滨-AZD5153 联合治疗可有效对抗 MYCN 扩增和 TERT 过表达的神经母细胞瘤肿瘤。