Center for Medical Genetics, Ghent University, Ghent, Belgium.
Cancer Research Institute Ghent, Ghent, Belgium.
J Natl Cancer Inst. 2018 Oct 1;110(10):1084-1093. doi: 10.1093/jnci/djy022.
Neuroblastoma is characterized by substantial clinical heterogeneity. Despite intensive treatment, the survival rates of high-risk neuroblastoma patients are still disappointingly low. Somatic chromosomal copy number aberrations have been shown to be associated with patient outcome, particularly in low- and intermediate-risk neuroblastoma patients. To improve outcome prediction in high-risk neuroblastoma, we aimed to design a prognostic classification method based on copy number aberrations.
In an international collaboration, normalized high-resolution DNA copy number data (arrayCGH and SNP arrays) from 556 high-risk neuroblastomas obtained at diagnosis were collected from nine collaborative groups and segmented using the same method. We applied logistic and Cox proportional hazard regression to identify genomic aberrations associated with poor outcome.
In this study, we identified two types of copy number aberrations that are associated with extremely poor outcome. Distal 6q losses were detected in 5.9% of patients and were associated with a 10-year survival probability of only 3.4% (95% confidence interval [CI] = 0.5% to 23.3%, two-sided P = .002). Amplifications of regions not encompassing the MYCN locus were detected in 18.1% of patients and were associated with a 10-year survival probability of only 5.8% (95% CI = 1.5% to 22.2%, two-sided P < .001).
Using a unique large copy number data set of high-risk neuroblastoma cases, we identified a small subset of high-risk neuroblastoma patients with extremely low survival probability that might be eligible for inclusion in clinical trials of new therapeutics. The amplicons may also nominate alternative treatments that target the amplified genes.
神经母细胞瘤的临床异质性很大。尽管进行了强化治疗,高危神经母细胞瘤患者的生存率仍然低得令人失望。体细胞染色体拷贝数异常与患者预后相关,尤其是在低危和中危神经母细胞瘤患者中。为了提高高危神经母细胞瘤的预后预测能力,我们旨在设计一种基于拷贝数异常的预后分类方法。
在一项国际合作中,我们从九个合作组收集了 556 例高危神经母细胞瘤患者在诊断时获得的经过归一化的高分辨率 DNA 拷贝数数据(arrayCGH 和 SNP 芯片),并使用相同的方法进行分割。我们应用逻辑回归和 Cox 比例风险回归来识别与不良预后相关的基因组异常。
在这项研究中,我们发现了两种与极差预后相关的拷贝数异常。远端 6q 缺失在 5.9%的患者中检测到,10 年生存率仅为 3.4%(95%置信区间 [CI]:0.5%至 23.3%,双侧 P=0.002)。不包括 MYCN 基因座的区域的扩增在 18.1%的患者中检测到,10 年生存率仅为 5.8%(95%CI:1.5%至 22.2%,双侧 P<0.001)。
使用独特的高危神经母细胞瘤病例的大型拷贝数数据集,我们确定了一小部分高危神经母细胞瘤患者的生存率极低,这些患者可能有资格参加新疗法的临床试验。扩增子也可能提名针对扩增基因的替代治疗方法。