Methods for transcriptomic analyses of the porcine host immune response: application to Salmonella infection using microarrays

Vet Immunol Immunopathol. 2010 Dec 15;138(4):280-91. doi: 10.1016/j.vetimm.2010.10.006. Epub 2010 Oct 14.

Abstract

Technological developments in both the collection and analysis of molecular genetic data over the past few years have provided new opportunities for an improved understanding of the global response to pathogen exposure. Such developments are particularly dramatic for scientists studying the pig, where tools to measure the expression of tens of thousands of transcripts, as well as unprecedented data on the porcine genome sequence, have combined to expand our abilities to elucidate the porcine immune system. In this review, we describe these recent developments in the context of our work using primarily microarrays to explore gene expression changes during infection of pigs by Salmonella. Thus while the focus is not a comprehensive review of all possible approaches, we provide links and information on both the tools we use as well as alternatives commonly available for transcriptomic data collection and analysis of porcine immune responses. Through this review, we expect readers will gain an appreciation for the necessary steps to plan, conduct, analyze and interpret the data from transcriptomic analyses directly applicable to their research interests.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Review

MeSH terms

  • Animals
  • Computational Biology
  • Data Mining
  • Databases, Genetic
  • Gene Expression Profiling / methods
  • Gene Expression Profiling / veterinary*
  • Host-Pathogen Interactions / genetics
  • Host-Pathogen Interactions / immunology
  • Knowledge Bases
  • Oligonucleotide Array Sequence Analysis / methods
  • Oligonucleotide Array Sequence Analysis / statistics & numerical data
  • Oligonucleotide Array Sequence Analysis / veterinary*
  • Promoter Regions, Genetic
  • Quantitative Trait Loci
  • Salmonella Infections, Animal / genetics*
  • Salmonella Infections, Animal / immunology*
  • Sus scrofa / genetics*
  • Sus scrofa / immunology*
  • Swine
  • Swine Diseases / genetics*
  • Swine Diseases / immunology*