Methods for the differential integrative omic analysis of plasma from a transgenic disease animal model

被引:27
作者
Davidov, E
Clish, CB
Oresic, M
Meys, M
Stochaj, W
Snell, P
Lavine, G
Londo, TR
Adourian, A
Zhang, X
Johnston, M
Morel, N
Marple, EW
Plasterer, TN
Neumann, E
Verheij, E
Vogels, JTWE
Havekes, LM
Van der Greef, J
Naylor, S
机构
[1] Beyond Geonom Inc, Waltham, MA USA
[2] TNO Pharma, Zeist, Netherlands
[3] TNO Prevent & Hlth, Gaubius Lab, Leiden, Netherlands
[4] Leiden Univ, Med Ctr, Dept Cardiol, Leiden, Netherlands
[5] Leiden Univ, Med Ctr, Dept Internal Med, Leiden, Netherlands
[6] Leiden Univ, Med Ctr, Leiden Amsterdam Ctr Drug Res, Leiden, Netherlands
关键词
D O I
10.1089/omi.2004.8.267
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Multitiered quantitative analysis of biological systems is rapidly becoming the desired approach to study hierarchical functional interactions between proteins and metabolites. We describe here a novel systematic approach to analyze organisms with complex metabolic regulatory networks. By using precise analytical methods to measure biochemical constituents and their relative abundance in whole plasma of transgenic ApoE*3-Leiden mice and an isogenic wild-type control group, simultaneous snapshots of metabolic and protein states were obtained. Novel data processing and multivariate analysis tools such as Impurity Resolution Software (IMPRESS(TM)) and Windows-based linear fit program (WINLIN(TM)) were used to compare protein and metabolic profiles in parallel. Canonical correlations of the resulting data show quantitative relationships between heterogeneous components in the TG animals. These results, obtained solely from whole plasma analysis allowed us, in a rapid manner, to corroborate previous findings as well as rind new events pertaining to dominant and peripheral events in lipoprotein metabolism of a genetically modified mammalian organism in relation to ApoE3, a key mediator of lipoprotein metabolism.
引用
收藏
页码:267 / 288
页数:22
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