Expression QTL mapping of chicken femoral bone
Ontology highlight
ABSTRACT:
ORGANISM(S): Gallus gallus
SUBMITTER: Martin Johnsson
PROVIDER: E-MTAB-3141 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:The aim of the experiment is to identify genes that are contributing too variation in the intensity of reddish/brown colouration seen in feathers from a wild x domestic advanced intercross line of chickens. RNA was isolated from growing feathers with varying levels of reddish/brown colouration (eg. dark red, red, orange, yellow). The intensity of the colour was measured relative to a true red colour chart and expressed as percentage of the reference colour. A lower colour score indicates a darker red colour(~0,30) and a pure white gives a score of ~0,95. QTL regions for the peak and average colour score measured across the wing were obtained from a mapping population. An eQTL analysis was performed by using the gene expression levels from all genes located within the previously identified QTL confidence intervals. The gene expression values for the genes located within the confidence intervals are available in the data file.
2020-01-11 | E-MTAB-8689 | biostudies-arrayexpress
Project description:Mutation generates the heritable variation that genetic drift and natural selection shape. In classical quantitative genetic models, drift is a function of the effective population size and acts uniformly across traits, while mutation and selection act trait-specifically. We identified thousands of quantitative trait loci (QTL) influencing transcript abundance traits in a cross of two C. elegans strains; although trait-specific mutation and selection explained some of the observed pattern of QTL distribution, the pattern was better explained by trait-independent variation in the intensity of selection on linked sites. Our results suggest that traits in C. elegans exhibit different levels of variation less because of their own attributes than because of differences in the effective population sizes of the genomic regions harboring their underlying loci.
2010-10-01 | GSE23857 | GEO
Project description:Inferring the heritability of gene expression is one of the main areas of the field of genetical genomics. With the possibility to treat the abundances of gene transcripts as a suite of quantitative traits, genetical genomics can make an extensive use of the microarray technology. Here we extended a major method for estimating the heritability of a quantitative trait, single parent-offspring regression, to assess the heritability of the expression of genes with two-channel microarrays. In a series of maternal parent-offspring pairs of Interior spruce (Picea glauca x engelmannii, our focus in the outer stem tissues is the expression of defense-related genes, the heritability of which can affect fitness and necessary for evolution by natural selection.
2010-07-15 | GSE22921 | GEO
Project description:Femoral neck bone mineral density and structure candidate gene analysis in Fischer 344 (F344) and Lewis (LEW) rats; Hip fracture is the most devastating osteoporotic fracture type with significant morbidity and mortality. Previously, we identified that the region of 4q21-q41 on chromosome (Chr) 4 uniquely harbors multiple femoral neck quantitative trait loci (QTLs) in inbred Fischer 344 (F344) and Lewis (LEW) rats. In this study we identified the candidate genes for femoral neck density and structure by correlating gene expression in the proximal femur with the femoral neck phenotypes linked to the QTLs on Chr 4. Microarray analysis was performed using RNA extracted from proximal femora of 4-week-old rats from F344, LEW and two other strains. A total of 104 genes in the 4q21-q41 region were differentially expressed (p<0.05) among all strains of rats with a false discovery rate (FDR) less than 10%. These 104 genes were then ranked based on the proportion of variation in femoral neck phenotypes in F2 animals homozygous for a particular strainâ??s allele at the Chr 4 QTL explained by the expression level of the gene in that strain. A total of 37 genes, including 21 candidate genes and 16 predicted genes, were strongly correlated (r2>0.50) with different femoral neck phenotypes and prioritized for further analysis. Ingenuity pathway analysis revealed several direct or indirect relationships among the candidate genes related to bone metabolism including pathways related to beta-estradiol, interleukin 6, insulin growth factor 2, androgen receptor and tumor necrosis factor. Experiment Overall Design: Comparison of differentially expressed genes at the chromosome 4 QTL identified in F344 and LEW F2 rats.
2009-04-04 | E-GEOD-11180 | biostudies-arrayexpress
Project description:Kidney samples from three Dahl Salt-sensitive S rats were compared with kidney samples from three S.R(9)x3A congenic rats. Keywords = Blood Pressure Keywords = Quantitative trait locus Keywords = QTL Keywords = hypertension Keywords = rat Keywords = congenic Keywords: parallel sample
2004-09-20 | GSE1775 | GEO
Project description:We found BALB/cByJ and BALB/cJ mice differ in their responses to oxycodone state dependent conditioned place preference, whole brain [oxycodone] and its metabolites [noroxycodone] and [oxymorphone] following oxycodone administration, the 53.5°C hot plate, mechanical stimulation in the von Frey test, and gross brain weight. We then identified a quantitative trait locus (QTL) on chromosome 15 for whole brain [Oxymorphone] (LOD = 7.07; p < 0.001), 13 for hot plate sensitivity (LOD = 10.7; p < 0.001; peak = 56 Mb) and a QTL for brain weight on chromosome 5 (LOD = 8.7; p < 0.001). These tissues were used to investigate the transcriptome of the liver in parental strain mice in order to generate hypothosis concerning the quantitative trait mechanism for our observed effects.
2022-03-14 | GSE198375 | GEO
Project description:Digital dermatitis (DD) causes lameness in dairy cattle. To detect quantitative trait loci (QTL) associated with DD, genome-wide association studies (GWAS) were performed using high density single nucleotide polymorphism (SNP) genotypes and binary case/control, quantitative (average number of FW per hoof trimming record), and recurrent (cases with 2 DD episodes vs. controls) phenotypes from cows across four dairies (controls n = 129 vs. FW n = 85). Linear mixed model (LMM) and random forest (RF) approaches identified top SNPs, which were used as predictors in Bayesian regression models to assess SNP predictive value. The LMM and RF analyses identified a QTL on BTA1 for the binary phenotype and on BTA2 for the quantitative phenotype. The binary and recurrent LMM GWASs also detected a QTL on BTA2 that was at a different position than the QTL from the quantitative phenotype analysis. The QTL on BTA1 lacked apparent candidate genes, whereas both QTL on BTA2 included genes associated with immune response and wound healing. Although larger sample sizes are necessary to reaffirm these small effect loci amidst a strong environmental effect, the sample cohort used in this study was sufficient for estimating SNP effects with high predictive value.
2020-12-07 | GSE159157 | GEO
Project description:Neutrophils form the most abundant leukocyte subset and are central to many disease processes. Technical challenges in transcriptomic profiling have prohibited genetical genomic approaches to date. Here, we map expression quantitative trait loci (eQTL) in peripheral blood CD16+ neutrophils from 101 healthy European adults. This dataset includes expression data from neutrophils. The genotypes and expression data from monocytes can be found in E-MTAB-2232 - Genetics of gene expression across innate immune stimulation in primary monocytes.
2015-05-04 | E-MTAB-3536 | biostudies-arrayexpress
Project description:The aim of this study was to identify quantitative trait loci (QTL) associated with variation in circadian photosensitivity in Drosophila, by measuring the locomotor response to early night light pulse (Zt15). We used QTL mapping of recombinant inbred lines (RIL), which was followed by microarrays expression comparison of two RI lines which differed significantly in their light response (RIL 104 shows a strong long phase delay response while RIL 58 shows a weak light response).
2016-02-09 | GSE77116 | GEO
Project description:A C57BL6/J (B6) x CAST/Ei (CAST) strain intercross has revealed a new quantitative trait locus (QTL) on Chromosome (Chr) 17 controlling total food volume (Tfv1; LOD=7.6). Compared with B6, the CAST mice consume 39% more food volume per body weight in a macronutrient diet selection paradigm. Linkage analyses of total food volume revealed the presence of suggestive QTL on Chrs 2, 6, and 15 and a significant locus on Chr 17. An interval-specific congenic strain, B6.CAST-17, was then developed which verified the QTL. Microarray analysis of stomach in congenic and wildtype B6 mice revealed Glp1r as an expression candidate with physiological relevance to food intake. Further functional analysis of this gene revealed this gene as potential candidate for total food volume trait in mice Keywords: Comparative gene expression analysis
2008-02-13 | GSE7756 | GEO