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代谢物作为接受一线铂类双联化疗的转移性非小细胞肺癌(NSCLC)患者的预后标志物

Metabolites as Prognostic Markers for Metastatic Non-Small Cell Lung Cancer (NSCLC) Patients Treated with First-Line Platinum-Doublet Chemotherapy.

作者信息

Hao Desirée, Sengupta Arjun, Ding Keyue, Ubeydullah E R, Krishnaiah Saikumari, Leighl Natasha B, Shepherd Frances A, Seymour Lesley, Weljie Aalim

机构信息

Department of Medical Oncology, Tom Baker Cancer Centre and Cummings School of Medicine, University of Calgary, 1331-29th Street N.W., Calgary, AB T2N 4N2, Canada.

Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia PA 19104, USA.

出版信息

Cancers (Basel). 2020 Jul 16;12(7):1926. doi: 10.3390/cancers12071926.

Abstract

The metabolic requirements of metastatic non-small cell lung (mNSCLC) tumors from patients receiving first-line platinum-doublet chemotherapy are hypothesized to imprint a blood signature suitable for survival prediction. Pre-treatment samples prospectively collected at baseline from a randomized phase III trial were assayed using nuclear magnetic resonance (NMR) spectroscopy ( = 341) and ultra-high performance liquid chromatography - mass spectrometry (UPLC-MS) ( = 297). Distributions of time to event outcomes were estimated by Kaplan-Meier analysis, and baseline characteristics adjusted Cox regression modeling was used to correlate markers' levels to time to event outcomes. Sixteen polar metabolites were significantly correlated with overall survival (OS) by univariate analysis ( < 0.025). Formate, 2-hydroxybutyrate, glycine and -inositol were selected for a multivariate model. The median OS was 6.6 months in the high-risk group compared to 11.4 months in the low risk group HR (Hazard Ratio) = 1.99, 95% C.I. (Confidence Interval) 1.45-2.68; < 0.0001). Modeling of lipids by class (sphingolipids, acylcarnitines and lysophosphatidylcholines) revealed a median OS = 5.7 months vs. 11. 9 months for the high vs. low risk group. (HR: 2.23, 95% C.I. 1.55-3.20; < 0.0001). These results demonstrate that metabolic profiles from pre-treatment samples may be useful to stratify clinical outcomes for mNSCLC patients receiving chemotherapy. Genomic and longitudinal measurements pre- and post-treatment may yield addition information to personalize treatment decisions further.

摘要

据推测,接受一线铂类双联化疗的转移性非小细胞肺癌(mNSCLC)患者肿瘤的代谢需求会形成一种适合生存预测的血液特征。在一项随机III期试验中,前瞻性收集的基线预处理样本采用核磁共振(NMR)光谱法(n = 341)和超高效液相色谱 - 质谱联用(UPLC-MS)法(n = 297)进行检测。通过Kaplan-Meier分析估计事件发生时间结局的分布,并使用基线特征调整的Cox回归模型将标志物水平与事件发生时间结局相关联。单因素分析显示,16种极性代谢物与总生存期(OS)显著相关(P < 0.025)。甲酸盐、2-羟基丁酸盐、甘氨酸和肌醇被选入多变量模型。高风险组的中位OS为6.6个月,而低风险组为11.4个月(风险比[HR] = 1.99,95%置信区间[C.I.] 1.45 - 2.68;P < 0.0001)。按类别(鞘脂、酰基肉碱和溶血磷脂酰胆碱)对脂质进行建模显示,高风险组与低风险组的中位OS分别为5.7个月和11.9个月(HR:2.23,95% C.I. 1.55 - 3.20;P < 0.0001)。这些结果表明,预处理样本的代谢谱可能有助于对接受化疗的mNSCLC患者的临床结局进行分层。治疗前和治疗后的基因组及纵向测量可能会产生更多信息,以进一步个性化治疗决策。

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