An integrated quantification method to increase the precision, robustness, and resolution of protein measurement in human plasma samples

被引:16
|
作者
Li, Xiao-jun [1 ]
Lee, Lik Wee [1 ]
Hayward, Clive [1 ]
Brusniak, Mi-Youn [1 ]
Fong, Pui-Yee [1 ]
McLean, Matthew [1 ]
Mulligan, JoAnne [1 ]
Spicer, Douglas [1 ]
Fang, Kenneth C. [1 ]
Hunsucker, Stephen W. [1 ]
Kearney, Paul [1 ]
机构
[1] Integrated Diagnost, 219 Terry Ave North,Suite 100, Seattle, WA 98109 USA
关键词
Multiple reaction monitoring; Plasma or serum analysis; Quantitative proteomics; Clinical proteomics; Mass spectrometry; Immunoaffinity depletion; Bioinformatics; ABSOLUTE QUANTIFICATION; MASS-SPECTROMETRY; EXPRESSION; VERIFICATION; BIOMARKERS; PROTEOMICS; PIPELINE; MARKERS;
D O I
10.1186/1559-0275-12-3
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Current quantification methods for mass spectrometry (MS)-based proteomics either do not provide sufficient control of variability or are difficult to implement for routine clinical testing. Results: We present here an integrated quantification (InteQuan) method that better controls pre-analytical and analytical variability than the popular quantification method using stable isotope-labeled standard peptides (SISQuan). We quantified 16 lung cancer biomarker candidates in human plasma samples in three assessment studies, using immunoaffinity depletion coupled with multiple reaction monitoring (MRM) MS. InteQuan outperformed SISQuan in precision in all three studies and tolerated a two-fold difference in sample loading. The three studies lasted over six months and encountered major changes in experimental settings. Nevertheless, plasma proteins in low ng/ml to low mu g/ml concentrations were measured with a median technical coefficient of variation (CV) of 11.9% using InteQuan. The corresponding median CV using SISQuan was 15.3% after linear fitting. Furthermore, InteQuan surpassed SISQuan in measuring biological difference among clinical samples and in distinguishing benign versus cancer plasma samples. Conclusions: We demonstrated that InteQuan is a simple yet robust quantification method for MS-based quantitative proteomics, especially for applications in biomarker research and in routine clinical testing.
引用
收藏
页数:17
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