PMID- 20844574 OWN - NLM STAT- MEDLINE DCOM- 20110104 LR - 20211020 IS - 1553-7404 (Electronic) IS - 1553-7390 (Print) IS - 1553-7390 (Linking) VI - 6 IP - 9 DP - 2010 Sep 9 TI - An immune response network associated with blood lipid levels. PG - e1001113 LID - e1001113 [pii] LID - 10.1371/journal.pgen.1001113 [doi] AB - While recent scans for genetic variation associated with human disease have been immensely successful in uncovering large numbers of loci, far fewer studies have focused on the underlying pathways of disease pathogenesis. Many loci which are associated with disease and complex phenotypes map to non-coding, regulatory regions of the genome, indicating that modulation of gene transcription plays a key role. Thus, this study generated genome-wide profiles of both genetic and transcriptional variation from the total blood extracts of over 500 randomly-selected, unrelated individuals. Using measurements of blood lipids, key players in the progression of atherosclerosis, three levels of biological information are integrated in order to investigate the interactions between circulating leukocytes and proximal lipid compounds. Pair-wise correlations between gene expression and lipid concentration indicate a prominent role for basophil granulocytes and mast cells, cell types central to powerful allergic and inflammatory responses. Network analysis of gene co-expression showed that the top associations function as part of a single, previously unknown gene module, the Lipid Leukocyte (LL) module. This module replicated in T cells from an independent cohort while also displaying potential tissue specificity. Further, genetic variation driving LL module expression included the single nucleotide polymorphism (SNP) most strongly associated with serum immunoglobulin E (IgE) levels, a key antibody in allergy. Structural Equation Modeling (SEM) indicated that LL module is at least partially reactive to blood lipid levels. Taken together, this study uncovers a gene network linking blood lipids and circulating cell types and offers insight into the hypothesis that the inflammatory response plays a prominent role in metabolism and the potential control of atherogenesis. FAU - Inouye, Michael AU - Inouye M AD - Department of Human Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom. inouye@wehi.edu.au FAU - Silander, Kaisa AU - Silander K FAU - Hamalainen, Eija AU - Hamalainen E FAU - Salomaa, Veikko AU - Salomaa V FAU - Harald, Kennet AU - Harald K FAU - Jousilahti, Pekka AU - Jousilahti P FAU - Mannisto, Satu AU - Mannisto S FAU - Eriksson, Johan G AU - Eriksson JG FAU - Saarela, Janna AU - Saarela J FAU - Ripatti, Samuli AU - Ripatti S FAU - Perola, Markus AU - Perola M FAU - van Ommen, Gert-Jan B AU - van Ommen GJ FAU - Taskinen, Marja-Riitta AU - Taskinen MR FAU - Palotie, Aarno AU - Palotie A FAU - Dermitzakis, Emmanouil T AU - Dermitzakis ET FAU - Peltonen, Leena AU - Peltonen L LA - eng GR - WT089061/Wellcome Trust/United Kingdom GR - WT089062/Wellcome Trust/United Kingdom PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20100909 PL - United States TA - PLoS Genet JT - PLoS genetics JID - 101239074 RN - 0 (Apolipoproteins B) RN - 0 (Inflammation Mediators) RN - 0 (Lipids) RN - 0 (Lipoproteins, HDL) RN - 0 (Triglycerides) SB - IM MH - Adult MH - Aged MH - Apolipoproteins B/blood MH - Cohort Studies MH - Gene Expression Regulation MH - Gene Regulatory Networks/*genetics MH - Genetic Variation MH - Humans MH - Hypersensitivity/blood/genetics/immunology MH - Immunity/*genetics MH - Inflammation Mediators/blood MH - Leukocytes/metabolism MH - Lipids/*blood MH - Lipoproteins, HDL/blood MH - Metabolic Syndrome/blood/genetics MH - Middle Aged MH - Models, Genetic MH - Obesity/blood/genetics MH - Quantitative Trait Loci/genetics MH - Regression Analysis MH - Triglycerides/blood PMC - PMC2936545 COIS- The authors have declared that no competing interests exist. EDAT- 2010/09/17 06:00 MHDA- 2011/01/05 06:00 PMCR- 2010/09/01 CRDT- 2010/09/17 06:00 PHST- 2010/04/08 00:00 [received] PHST- 2010/08/05 00:00 [accepted] PHST- 2010/09/17 06:00 [entrez] PHST- 2010/09/17 06:00 [pubmed] PHST- 2011/01/05 06:00 [medline] PHST- 2010/09/01 00:00 [pmc-release] AID - e1001113 [pii] AID - 10-PLGE-RA-NV-2976R2 [pii] AID - 10.1371/journal.pgen.1001113 [doi] PST - epublish SO - PLoS Genet. 2010 Sep 9;6(9):e1001113. doi: 10.1371/journal.pgen.1001113.