title: Searching QTL by gene expression: analysis of diabesity.
abstract: BACKGROUND
  Recent developments in sequence databases provide the opportunity to relate the expression pattern of genes to their genomic position, thus creating a transcriptome map. Quantitative trait loci (QTL) are phenotypically-defined chromosomal regions that contribute to allelically variant biological traits, and by overlaying QTL on the transcriptome, the search for candidate genes becomes extremely focused.
  
  
  RESULTS
  We used our novel data mining tool, ExQuest, to select genes within known diabesity QTL showing enriched expression in primary diabesity affected tissues. We then quantified transcripts in adipose, pancreas, and liver tissue from Tally Ho mice, a multigenic model for Type II diabetes (T2D), and from diabesity-resistant C57BL/6J controls. Analysis of the resulting quantitative PCR data using the Global Pattern Recognition analytical algorithm identified a number of genes whose expression is altered, and thus are novel candidates for diabesity QTL and/or pathways associated with diabesity.
  
  
  CONCLUSIONS
  Transcription-based data mining of genes in QTL-limited intervals followed by efficient quantitative PCR methods is an effective strategy for identifying genes that may contribute to complex pathophysiological processes.
authors.affiliation: The Jackson Laboratory, 600 Main Street, Bar Harbor, Maine 04609, USA. acb@jax.org
authors.forename: Aaron C
authors.initials: AC
authors.lastname: Brown
authors.forename: William I
authors.initials: WI
authors.lastname: Olver
authors.forename: Charles J
authors.initials: CJ
authors.lastname: Donnelly
authors.forename: Marjorie E
authors.initials: ME
authors.lastname: May
authors.forename: Jürgen K
authors.initials: JK
authors.lastname: Naggert
authors.forename: Daniel J
authors.initials: DJ
authors.lastname: Shaffer
authors.forename: Derry C
authors.initials: DC
authors.lastname: Roopenian
mesh_terms: D000465:Algorithms; D000818:Animals; D003924:Diabetes Mellitus, Type 2 / Q000235:genetics*; D005786:Gene Expression Regulation; D006801:Humans; D051379:Mice; D008810:Mice, Inbred C57BL; D016133:Polymerase Chain Reaction; D040641:Quantitative Trait Loci; D012333:RNA, Messenger / Q000032:analysis; D014018:Tissue Distribution
chemical_list: D012333:RNA, Messenger