The Institute of Cancer Research, Sutton, Surrey, UK.
J Clin Oncol. 2012 May 10;30(14):1670-7. doi: 10.1200/JCO.2011.38.5591. Epub 2012 Mar 26.
To improve the risk stratification of patients with rhabdomyosarcoma (RMS) through the use of clinical and molecular biologic data.
Two independent data sets of gene-expression profiling for 124 and 101 patients with RMS were used to derive prognostic gene signatures by using a meta-analysis. These and a previously published metagene signature were evaluated by using cross validation analyses. A combined clinical and molecular risk-stratification scheme that incorporated the PAX3/FOXO1 fusion gene status was derived from 287 patients with RMS and evaluated.
We showed that our prognostic gene-expression signature and the one previously published performed well with reproducible and significant effects. However, their effect was reduced when cross validated or tested in independent data and did not add new prognostic information over the fusion gene status, which is simpler to assay. Among nonmetastatic patients, patients who were PAX3/FOXO1 positive had a significantly poorer outcome compared with both alveolar-negative and PAX7/FOXO1-positive patients. Furthermore, a new clinicomolecular risk score that incorporated fusion gene status (negative and PAX3/FOXO1 and PAX7/FOXO1 positive), Intergroup Rhabdomyosarcoma Study TNM stage, and age showed a significant increase in performance over the current risk-stratification scheme.
Gene signatures can improve current stratification of patients with RMS but will require complex assays to be developed and extensive validation before clinical application. A significant majority of their prognostic value was encapsulated by the fusion gene status. A continuous risk score derived from the combination of clinical parameters with the presence or absence of PAX3/FOXO1 represents a robust approach to improving current risk-adapted therapy for RMS.
通过使用临床和分子生物学数据来提高横纹肌肉瘤(RMS)患者的风险分层。
使用荟萃分析从 124 例和 101 例 RMS 患者的基因表达谱的两个独立数据集推导预后基因特征。通过交叉验证分析评估这些特征以及先前发表的基因表达谱特征。从 287 例 RMS 患者中得出了一种结合 PAX3/FOXO1 融合基因状态的综合临床和分子风险分层方案,并对其进行了评估。
我们表明,我们的预后基因表达特征和先前发表的特征表现良好,具有可重复和显著的效果。然而,当在独立数据中进行交叉验证或测试时,它们的效果会降低,并且不会在融合基因状态之外提供新的预后信息,因为融合基因状态更易于检测。在非转移性患者中,PAX3/FOXO1 阳性患者的预后明显比肺泡阴性和 PAX7/FOXO1 阳性患者差。此外,一种新的临床-分子风险评分,该评分纳入了融合基因状态(阴性和 PAX3/FOXO1 和 PAX7/FOXO1 阳性)、国际横纹肌肉瘤研究 TNM 分期和年龄,与当前的风险分层方案相比,显示出显著的性能提高。
基因特征可以改善 RMS 患者的当前分层,但需要开发复杂的检测方法并进行广泛的验证,然后才能进行临床应用。其预后价值的很大一部分被融合基因状态所包含。源自临床参数与 PAX3/FOXO1 存在或不存在的组合的连续风险评分代表了一种改进 RMS 现有风险适应治疗的可靠方法。