Metabolic fingerprinting of Schistosoma mansoni infection in mice urine with capillary electrophoresis

被引:39
作者
Garcia-Perez, Isabel [1 ]
Whitfield, Philip [2 ]
Bartlett, Ann [2 ]
Angulo, Santiago [1 ]
Legido-Quigley, Cristina [2 ]
Hanna-Brown, Melissa [2 ]
Barbas, Coral [1 ,2 ]
机构
[1] Univ San Pablo CEU, Fac Farm, E-28668 Madrid, Spain
[2] Kings Coll London, Pharmeut Sci Res Div, London WC2R 2LS, England
关键词
diagnosis; biomarkers; metabolomics; metabonomics; pattern recognition;
D O I
10.1002/elps.200800031
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Schistosoma mansoni infection in mice has been fingerprinted using CE to study the capabilities of this technique as a diagnostic tool for this parasitic disease. Two modes of separation were used in generating the electrophoretic data, with each untreated urine sample the following methods were applied: (i) a fused-silica capillary, operating with an applied potential of 18 kV, in micellar EKC (MEKC) and (ii) a polyacrylamide-coated capillary, operating with an applied potential of -20 kV under zonal CZE conditions. By combining normal and reverse polarities in the data treatment we have extracted more information from the samples, which is a better approach for CE metabolomics. The traditional problems associated with variability in electrophoretic peak migration times for analytes were countered by using a dynamic programming algorithm for the electropherograms alignment. Principal component analyses of these aligned electropherograms and partial least square discriminant analysis (PLS-DA) data are shown to provide a valuable means of rapid and sample classification. This approach may become an important tool for the identification of biomarkers, diagnosis and disease surveillance.
引用
收藏
页码:3201 / 3206
页数:6
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