Diacetylspermine Is a Novel Prediagnostic Serum Biomarker for Non-Small-Cell Lung Cancer and Has Additive Performance With Pro-Surfactant Protein B

被引:86
作者
Wikoff, William R. [1 ]
Hanash, Samir [3 ]
DeFelice, Brian [1 ]
Miyamoto, Suzanne [2 ]
Barnett, Matt [4 ]
Zhao, Yang [3 ]
Goodman, Gary [4 ]
Feng, Ziding [3 ]
Gandara, David [2 ]
Fiehn, Oliver [1 ]
Taguchi, Ayumu [3 ]
机构
[1] Univ Calif Davis, West Coast Metabol Ctr, Natl Inst Hlth, Davis, CA 95616 USA
[2] Univ Calif Davis, Davis Comprehens Canc Ctr, Sacramento, CA 95817 USA
[3] Univ Texas MD Anderson Canc Ctr, Houston, TX 77030 USA
[4] Fred Hutchinson Canc Res Ctr, Seattle, WA 98104 USA
基金
美国国家卫生研究院;
关键词
CARDIOVASCULAR-DISEASE; DIAMINE EXPORTER; BETA-CAROTENE; N-1; N-12-DIACETYLSPERMINE; IDENTIFICATION; METABOLISM; CD98; EXPRESSION; POLYAMINES; MORTALITY;
D O I
10.1200/JCO.2015.61.7779
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose We have investigated the potential of metabolomics to discover blood-based biomarkers relevant to lung cancer screening and early detection. An untargeted metabolomics approach was applied to identify biomarker candidates using prediagnostic sera from the Beta-Carotene and Retinol Efficacy Trial (CARET) study. Patients and Methods A liquid chromatography/mass spectrometry hydrophilic interaction method designed to profile a wide range of metabolites was applied to prediagnostic serum samples from CARET participants (current or former heavy smokers), consisting of 100 patients who subsequently developed non-small-cell lung cancer (NSCLC) and 199 matched controls. A separate aliquot was used to quantify levels of pro-surfactant protein B (pro-SFTPB), a previously established protein biomarker for NSCLC. On the basis of the results from the discovery set, blinded validation of a metabolite, identified as N-1,N-12-diacetylspermine (DAS), and pro-SFTPB was performed using an independent set of CARET prediagnostic sera from 108 patients with NSCLC and 216 matched controls. Results Serum DAS was elevated by 1.9-fold, demonstrating significant specificity and sensitivity in the discovery set for samples collected up to 6 months before diagnosis of NSCLC. In addition, DAS significantly complemented performance of pro-SFTPB in both the discovery and validations sets, with a combined area under the curve in the validation set of 0.808 (P < .001 v pro-SFTPB). Conclusion DAS is a novel serum metabolite with significant performance in prediagnostic NSCLC and has additive performance with pro-SFTPB. (C) 2015 by American Society of Clinical Oncology
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页码:3880 / +
页数:8
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