The Core Mouse Response to Infection by Neospora Caninum Defined by Gene Set Enrichment Analyses

Author:

Ellis John1,Goodswen Stephen1,Kennedy Paul J2,Bush Stephen3

Affiliation:

1. School of Medical and Molecular Biosciences and the I3 Institute, University of Technology, Sydney, Broadway, Australia.

2. School of Software and Centre for Quantum Computation and Intelligent Systems, University of Technology, Sydney, Broadway, Australia.

3. School of Mathematical Sciences, University of Technology, Sydney, Broadway, Australia.

Abstract

In this study, the BALB/c and Qs mouse responses to infection by the parasite Neospora caninum were investigated in order to identify host response mechanisms. Investigation was done using gene set (enrichment) analyses of microarray data. GSEA, MANOVA, Romer, subGSE and SAM-GS were used to study the contrasts Neospora strain type, Mouse type (BALB/c and Qs) and time post infection (6 hours post infection and 10 days post infection). The analyses show that the major signal in the core mouse response to infection is from time post infection and can be defined by gene ontology terms Protein Kinase Activity, Cell Proliferation and Transcription Initiation. Several terms linked to signaling, morphogenesis, response and fat metabolism were also identified. At 10 days post infection, genes associated with fatty acid metabolism were identified as up regulated in expression. The value of gene set (enrichment) analyses in the analysis of microarray data is discussed.

Publisher

SAGE Publications

Subject

Applied Mathematics,Computational Mathematics,Computer Science Applications,Molecular Biology,Biochemistry

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