Browsing by Subject "QTL"

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    Fine mapping and expression of candidate genes within the chromosome 10 QTL region of the high and low alcohol-drinking rats
    (ScienceDirect, 2010-09) Bice, Paula J.; Liang, Tiebing; Zhang, Lili; Graves, Tamara J.; Carr, Lucinda G.; Lai, Dongbing; Kimpel, Mark W.; Foroud, Tatiana; Medicine, School of Medicine
    The high and low alcohol-drinking (HAD and LAD) rats were selectively bred for differences in alcohol intake. The HAD/LAD rats originated from the N/Nih heterogeneous stock developed from intercrossing eight inbred rat strains. The HAD×LAD F2 were genotyped, and a powerful analytical approach, using ancestral recombination and F2 recombination, was used to narrow a quantitative trait loci (QTL) for alcohol drinking to a 2-cM region on distal chromosome 10 that was in common in the HAD1/LAD1 and HAD2/LAD2 analyses. Quantitative real-time PCR was used to examine mRNA expression of six candidate genes (Crebbp, Trap1, Gnptg, Clcn7, Fahd1, and Mapk8ip3) located within the narrowed QTL region in the HAD1/LAD1 rats. Expression was examined in five brain regions, including the nucleus accumbens, amygdala, caudate putamen, hippocampus, and prefrontal cortex. All six genes showed differential expression in at least one brain region. Of the genes tested in this study, Crebbp and Mapk8ip3 may be the most promising candidates with regard to alcohol drinking.
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    The sequenced rat brain transcriptome--its use in identifying networks predisposing alcohol consumption
    (Wiley, 2015-09) Saba, Laura M.; Flink, Stephen C.; Vanderlinden, Lauren A.; Israel, Yedy; Tampier, Lutske; Colombo, Giancarlo; Kiianmaa, Kalervo; Bell, Richard L.; Printz, Morton P.; Flodman, Pamela; Koob, George; Richardson, Heather N.; Lombardo, Joseph; Hoffman, Paula L.; Tabakoff, Boris; Department of Psychiatry, IU School of Medicine
    A quantitative genetic approach, which involves correlation of transcriptional networks with the phenotype in a recombinant inbred (RI) population and in selectively bred lines of rats, and determination of coinciding QTLs for gene expression and the trait of interest, has been applied in the current study. In this analysis, a novel approach was used that combined DNA-Seq data, data from brain exon array analysis of HXB/BXH RI rat strains and six pairs of rat lines selectively bred for high and low alcohol preference, and RNA-Seq data (including rat brain transcriptome reconstruction) to quantify transcript expression levels, generate co-expression modules, and identify biological functions that contribute to the predisposition to consume varying amounts of alcohol. A gene co-expression module was identified in the RI rat strains that contained both annotated and unannotated transcripts expressed in brain, and was associated with alcohol consumption in the RI panel. This module was found to be enriched with differentially expressed genes from the selected lines of rats. The candidate genes within the module and differentially expressed genes between high and low drinking selected lines were associated with glia (microglia and astrocytes), and could be categorized as being related to immune function, energy metabolism and calcium homeostasis, and glial-neuronal communication. Our results illustrate that there are multiple combinations of genetic factors that can produce the same phenotypic outcome. While no single gene accounts for predisposition to a particular level of alcohol consumption in every animal model, coordinated differential expression of subsets of genes in the identified pathways produce similar phenotypic outcomes.