Bergsneider Brandon, Bailey Elise, Ahmed Yusuf, Gogineni Namrata, Huntley Derek, Montano Ximena
Department of Life Sciences, Imperial College London, Exhibition Road, London, SW7 2AZ, UK.
Innovation Hub, Comprehensive Cancer Centre, King's College London, Great Maze Pond, London, SE1 9RT, UK.
Biochem Biophys Rep. 2021 Sep;27:101081. doi: 10.1016/j.bbrep.2021.101081. Epub 2021 Jul 19.
SARS-CoV-2 viral contagion has given rise to a worldwide pandemic. Although most children experience minor symptoms from SARS-CoV-2 infection, some have severe complications including Multisystem Inflammatory Syndrome in Children. Neuroblastoma patients may be at higher risk of severe infection as treatment requires immunocompromising chemotherapy and SARS-CoV-2 has demonstrated tropism for nervous cells. To date, there is no sufficient epidemiological data on neuroblastoma patients with SARS-CoV-2. Therefore, we evaluated datasets of non-SARS-CoV-2 infected neuroblastoma patients to assess for key genes involved with SARS-CoV-2 infection as possible neuroblastoma prognostic and infection biomarkers. We hypothesized that ACE2, CD147, PPIA and PPIB, which are associated with viral-cell entry, are potential biomarkers for poor prognosis neuroblastoma and SARS-CoV-2 infection. We have analysed three publicly available neuroblastoma gene expression datasets to understand the specific molecular susceptibilities that high-risk neuroblastoma patients have to the virus. Gene Expression Omnibus (GEO) GSE49711 and GEO GSE62564 are the microarray and RNA-Seq data, respectively, from 498 neuroblastoma samples published as part of the Sequencing Quality Control initiative. TARGET, contains microarray data from 249 samples and is part of the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) initiative. ACE2, CD147, PPIA and PPIB were identified through their involvement in both SARS-CoV-2 infection and cancer pathogenesis. In-depth statistical analysis using Kaplan-Meier, differential gene expression, and Cox multivariate regression analysis, demonstrated that overexpression of ACE2, CD147, PPIA and PPIB is significantly associated with poor-prognosis neuroblastoma samples. These results were seen in the presence of amplified , unfavourable tumour histology and in patients older than 18 months of age. Previously, we have shown that high levels of the nerve growth factor receptor NTRK1 together with low levels of the phosphatase PTPN6 and TP53 are associated with increased relapse-free survival of neuroblastoma patients. Interestingly, low levels of expression of ACE2, CD147, PPIA and PPIB are associated with this NTRK1-PTPN6-TP53 module, suggesting that low expression levels of these genes are associated with good prognosis. These findings have implications for clinical care and therapeutic treatment. The upregulation of ACE2, CD147, PPIA and PPIB in poor-prognosis neuroblastoma samples suggests that these patients may be at higher risk of severe SARS-CoV-2 infection. Importantly, our findings reveal ACE2, CD147, PPIA and PPIB as potential biomarkers and therapeutic targets for neuroblastoma.
严重急性呼吸综合征冠状病毒2(SARS-CoV-2)病毒传播引发了一场全球大流行。尽管大多数儿童感染SARS-CoV-2后症状较轻,但有些儿童会出现严重并发症,包括儿童多系统炎症综合征。神经母细胞瘤患者可能因治疗需要进行免疫抑制化疗而面临更高的严重感染风险,并且SARS-CoV-2已显示出对神经细胞的嗜性。迄今为止,尚无关于感染SARS-CoV-2的神经母细胞瘤患者的充分流行病学数据。因此,我们评估了未感染SARS-CoV-2的神经母细胞瘤患者的数据集,以评估与SARS-CoV-2感染相关的关键基因,将其作为可能的神经母细胞瘤预后和感染生物标志物。我们假设与病毒进入细胞相关的血管紧张素转换酶2(ACE2)、淋巴细胞功能相关抗原3(CD147)、肽基脯氨酰异构酶A(PPIA)和肽基脯氨酰异构酶B(PPIB)是预后不良的神经母细胞瘤和SARS-CoV-2感染的潜在生物标志物。我们分析了三个公开可用的神经母细胞瘤基因表达数据集,以了解高危神经母细胞瘤患者对该病毒的特定分子易感性。基因表达综合数据库(GEO)中的GSE49711和GEO GSE62564分别是作为测序质量控制计划一部分发表的498个神经母细胞瘤样本的微阵列数据和RNA测序数据。治疗应用研究以产生有效治疗方法(TARGET)数据库包含来自249个样本的微阵列数据,是该计划的一部分。ACE2、CD147、PPIA和PPIB是通过它们在SARS-CoV-2感染和癌症发病机制中的作用而被确定的。使用Kaplan-Meier法、差异基因表达分析和Cox多变量回归分析进行的深入统计分析表明,ACE2、CD147、PPIA和PPIB的过表达与预后不良的神经母细胞瘤样本显著相关。在存在扩增、不良肿瘤组织学以及年龄超过18个月的患者中均观察到了这些结果。此前,我们已经表明,高水平的神经生长因子受体神经营养酪氨酸激酶受体1(NTRK1)以及低水平的磷酸酶蛋白酪氨酸磷酸酶非受体型6(PTPN6)和肿瘤蛋白p53(TP53)与神经母细胞瘤患者无复发生存期的延长相关。有趣的是,ACE2、CD147、PPIA和PPIB的低表达水平与这个NTRK1-PTPN6-TP53模块相关,这表明这些基因的低表达水平与良好预后相关。这些发现对临床护理和治疗具有重要意义。预后不良的神经母细胞瘤样本中ACE2、CD147、PPIA和PPIB的上调表明,这些患者可能面临更高的严重SARS-CoV-2感染风险。重要的是,我们的研究结果揭示了ACE2、CD147、PPIA和PPIB作为神经母细胞瘤的潜在生物标志物和治疗靶点。