Department of Rare/Intractable Cancer Analysis Research, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Department of Pediatric Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Cancer Sci. 2024 May;115(5):1634-1645. doi: 10.1111/cas.16116. Epub 2024 Feb 27.
The urinary catecholamine metabolites, homovanillic acid (HVA) and vanillylmandelic acid (VMA), are used for the adjunctive diagnosis of neuroblastomas. We aimed to develop a scoring system for the diagnosis and pretreatment risk assessment of neuroblastoma, incorporating age and other urinary catecholamine metabolite combinations. Urine samples from 227 controls (227 samples) and 68 patients with neuroblastoma (228 samples) were evaluated. First, the catecholamine metabolites vanillactic acid (VLA) and 3-methoxytyramine sulfate (MTS) were identified as urinary marker candidates through comprehensive analysis using liquid chromatography-mass spectrometry. The concentrations of these marker candidates and conventional markers were then compared among controls, patients, and numerous risk groups to develop a scoring system. Participants were classified into four groups: control, low risk, intermediate risk, and high risk, and the proportional odds model was fitted using the L2-penalized maximum likelihood method, incorporating age on a monthly scale for adjustment. This scoring model using the novel urine catecholamine metabolite combinations, VLA and MTS, had greater area under the curve values than the model using HVA and VMA for diagnosis (0.978 vs. 0.964), pretreatment risk assessment (low and intermediate risk vs. high risk: 0.866 vs. 0.724; low risk vs. intermediate and high risk: 0.871 vs. 0.680), and prognostic factors (MYCN status: 0.741 vs. 0.369, histology: 0.932 vs. 0.747). The new system also had greater accuracy in detecting missing high-risk neuroblastomas, and in predicting the pretreatment risk at the time of screening. The new scoring system employing VLA and MTS has the potential to replace the conventional adjunctive diagnostic method using HVA and VMA.
尿儿茶酚胺代谢产物,高香草酸(HVA)和香草扁桃酸(VMA),用于神经母细胞瘤的辅助诊断。我们旨在开发一种评分系统,用于诊断和治疗前风险评估神经母细胞瘤,纳入年龄和其他尿儿茶酚胺代谢产物组合。评估了 227 名对照者(227 个样本)和 68 名神经母细胞瘤患者(228 个样本)的尿液样本。首先,通过使用液相色谱 - 质谱法进行全面分析,鉴定出儿茶酚胺代谢产物香草酸(VLA)和 3-甲氧基酪胺硫酸盐(MTS)作为尿液标志物候选物。然后比较这些标志物候选物和常规标志物在对照者、患者和多个风险组中的浓度,以开发评分系统。参与者被分为四组:对照、低风险、中风险和高风险,并使用 L2-惩罚最大似然法拟合比例优势模型,纳入按每月尺度调整的年龄。该评分模型使用新的尿儿茶酚胺代谢产物组合,VLA 和 MTS,用于诊断的曲线下面积值大于使用 HVA 和 VMA 的模型(0.978 对 0.964),用于治疗前风险评估(低和中风险对高风险:0.866 对 0.724;低风险对中风险和高风险:0.871 对 0.680),以及预后因素(MYCN 状态:0.741 对 0.369,组织学:0.932 对 0.747)。新系统在检测缺失的高危神经母细胞瘤方面也具有更高的准确性,并在筛查时预测治疗前风险。使用 VLA 和 MTS 的新评分系统有可能取代使用 HVA 和 VMA 的常规辅助诊断方法。