Integrative Biological Analysis of the APOE*3-Leiden Transgenic Mouse
- 1 January 2004
- journal article
- research article
- Published by Mary Ann Liebert Inc in OMICS: A Journal of Integrative Biology
- Vol. 8 (1) , 3-13
- https://doi.org/10.1089/153623104773547453
Abstract
Integrative (or systems biology) is a new approach to analyzing biological entities as integrated systems of genetic, genomic, protein, metabolite, cellular, and pathway events that are in flux and interdependent. Here, we demonstrate the application of intregrative biological analysis to a mammalian disease model, the apolipoprotein E3-Leiden (APO*E3) transgenic mouse. Mice selected for the study were fed a normal chow diet and sacrificed at 9 weeks of age—conditions under which they develop only mild type I and II atherosclerotic lesions. Hepatic mRNA expression analysis showed a 25% decrease in APO A1 and a 43% increase in liver fatty acid binding protein expression between transgenic and wild type control mice, while there was no change in PPAR-alpha expression. On-line high performance liquid chromatography-mass spectrometry quantitative profiling of tryptic digests of soluble liver proteins and liver lipids, coupled with principle component analysis, enabled rapid identification of early protein and metabolite markers of disease pathology. These included a 44% increase in L-FABP in transgenic animals compared to controls, as well as an increase in triglycerides and select bioactive lysophosphatidylcholine species. A correlation analysis of identified genes, proteins, and lipids was used to construct an interaction network. Taken together, these results indicate that integrative biology is a powerful tool for rapid identification of early markers and key components of pathophysiologic processes, and constitute the first application of this approach to a mammalian system.Keywords
This publication has 28 references indexed in Scilit:
- Cytoplasmic fatty acid-binding proteins: emerging roles in metabolism and atherosclerosisCurrent Opinion in Lipidology, 2002
- Systems Biology: A Brief OverviewScience, 2002
- A Genomic Regulatory Network for DevelopmentScience, 2002
- A NEWAPPROACH TODECODINGLIFE: Systems BiologyAnnual Review of Genomics and Human Genetics, 2001
- Experimental design for gene expression microarraysBiostatistics, 2001
- Integrated Genomic and Proteomic Analyses of a Systematically Perturbed Metabolic NetworkScience, 2001
- AtherosclerosisCell, 2001
- The Nuclear Receptors Peroxisome Proliferator-activated Receptor α and Rev-erbα Mediate the Species-specific Regulation of Apolipoprotein A-I Expression by FibratesJournal of Biological Chemistry, 1998
- Both Lipolysis and Hepatic Uptake of VLDL Are Impaired in Transgenic Mice Coexpressing Human Apolipoprotein E*3Leiden and Human Apolipoprotein C1Arteriosclerosis, Thrombosis, and Vascular Biology, 1996
- Apolipoprotein E*3-Leiden allele results from a partial gene duplication in exon 4Biochemical and Biophysical Research Communications, 1989