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RNA Expression QTL mapping in Striatum of an F2 cross of BALB/cJ and BALB/cByJ mice to identify candidate genes for behavioral/metabolic QTLs

ABSTRACT: 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 (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 for expression QTL mapping to highlight the candidate genes Zhx2 (57 Mb) as the top transcript with the strongest association at the ch15 oxymorphone locus and identified H2afy (56 Mb) as the top transcript with the strongest association at the ch13 hot plate locus.

ORGANISM(S): Mus musculus

PROVIDER: GSE196352 | GEO | 2022/02/11

REPOSITORIES: GEO

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RNA Expression QTL mapping in an F2 cross of BALB/cJ and BALB/cByJ mice to identify candidate genes for behavioral/metabolic QTLs

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 (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 for expression QTL mapping to highlight the candidate genes Zhx2 (57 Mb) as the top transcript with the strongest association at the ch15 oxymorphone locus and identified H2afy (56 Mb) as the top transcript with the strongest association at the ch13 hot plate locus.

2022-02-11 | GSE196334 | GEO

RNA Expression in the left lateral lobe of the liver in BALB/cJ and BALB/cByJ substrains of mice to identify candidate mechanisms for Oxycodone QTLs

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

Genetic basis of thermal nociceptive sensitivity and brain weight in a BALB/c reduced complexity cross: BALB/cJ vs BALB/cByJ Spinal Cord RNAseq

Project description:We found BALB/cByJ mice showed enhanced sensitivity on the 53.5°C hot plate and mechanical stimulation in the von Frey test compared to BALB/cJ mice and replicated decreased gross brain weight in BALB/cByJ versus BALB/cJ. We then identified a quantitative trait locus (QTL) on chromosome 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). Expression QTL mapping of brain tissues identified H2afy (56.07 Mb) as the top transcript with the strongest association at the hot plate locus (FDR = 0.0002) and spliceome analysis identified differential exon usage within H2afy associated with the same locus. These data are spinal cord RNAseq to confirm differential expression of H2afy and other candidate genes.

2022-02-10 | GSE196302 | GEO

C57BL/6 substrain differences in inflammatory and neuropathic nociception and genetic mapping of a major quantitative trait locus underlying acute thermal nociception

Project description:Sensitivity to different pain modalities has a genetic basis that remains largely unknown. The use of closely related inbred mouse strains can facilitate gene mapping of nociceptive behaviors in preclinical pain models. We previously reported enhanced sensitivity to acute thermal nociception in C57BL/6J (B6J) versus C57BL/6N (B6N) substrains. Here, we expanded on pain phenotypes and observed an increase in inflammatory nociceptive behaviors induced by hindpaw formalin injections in B6J versus B6N mice (Charles River Laboratories). No strain differences were observed in mechanical or thermal hypersensitivity or in paw diameter following the Complete Freund s Adjuvant (CFA) model of inflammatory pain, indicating specificity in the inflammatory nociceptive stimulus. In the chronic nerve constriction injury (CCI), a model of neuropathic pain, no strain differences were observed in baseline mechanical threshold or in mechanical hypersensitivity up to one month post-CCI. We replicated the enhanced thermal nociception in B6J mice in the 52.5 C hot plate test relative to B6N mice from The Jackson Laboratory. Using a B6J x B6N-F2 cross (N=164), we mapped a major QTL underlying hot plate sensitivity to chromosome 7 that peaked at 26 Mb (LOD = 3.81, 8.74 Mb-36.50 Mb) that was more pronounced in males. Genes containing expression QTLs (eQTLs) associated with the peak nociceptive marker that have been implicated in pain and inflammation include Ryr1, Cyp2a5, Pou2f2, Clip3, Sirt2, Actn4, and Ltbp4 (FDR < 0.05). Future studies involving positional cloning and gene editing will determine the quantitative trait gene(s) and potential pleiotropy of this locus across other pain modalities. RNA-seq data and genotype information from striatum punches of F2 C57BL/6J (B6J) cross C57BL/NJ (B6NJ) oxycodone-treated mice. Genotypes are given relative to B6J allele, eg 0 = homozygous B6J.

2018-11-26 | GSE119719 | GEO

Genetic variation in Glp1r expression influences the rate of gastric emptying

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

Characterization of QTL and eQTL linked with early Fusarium graminearum infection and deoxynivalenol levels in a Wuhan -1 x Nyubai doubled-haploid wheat population at two days post inoculation

Project description:In this study, early infection by F. graminearum was characterized in a doubled-haploid population derived from the cross of the moderately FHB resistant wheat genotypes Wuhan 1 and Nyubai. Three significant QTL were identified: 1AL was associated with reduced deoxynivalenol levels, and 4BS and 5A were associated with reduced F. graminearum levels at 2 days after infection. The early resistance alleles for 1AL and 4BS were inherited from Wuhan 1, and those for the 5A QTL were inherited from Nyubai. The LOD support interval for the 5A QTL was in the same region as FHB5, a QTL previously associated with field resistance to FHB. Cis and trans eQTL were identified using RNA sequencing data from infected head samples. In total, 240 cis eQTL and 17,401 trans eQTL were identified within LOD support intervals for the three QTL. Hotspots for trans eQTL were identified within LOD support intervals for the 1AL and 4BS QTL. Differential gene expression analysis revealed twenty genes with cis eQTL within one of the 3 QTL support intervals, that had higher expression associated with FHB early resistance, and 17 genes with higher expression associated with FHB early susceptibility. Among those, genes with a cis eQTL peak coinciding with QTL peaks were enriched in functions related to signaling and protein-protein interaction, including NBS-LRR, BAH, LRR/F-box and TPR domain-containing proteins. Several genes located within one of the three QTL support intervals also had a trans eQTL with a peak at the same position as QTL peaks on other chromosomes, suggesting interactions between the QTL.

2019-11-13 | GSE123548 | GEO

Identification of eQTLs for Hepatic Xbp1s and Socs3 Gene Expression in Mice fed a High-Fat, High Caloric Diet

Project description:Non-alcoholic fatty liver disease (NAFLD) is a highly prevalent form of hepatic disease and feeding mice a High-Fat, High-Caloric (HFHC) diet is a standard model of NAFLD. In order to better understand the genetic basis of NAFLD, we conducted an expression quantitative trait locus (eQTL) analysis of mice fed a HFHC diet. 265 (A/J × C57BL/6J) F2 male mice were fed a HFHC diet for 8 weeks. QTL analysis was utilized to identify genomic regions that regulate hepatic gene expression of Xbp1s and Socs3. We identified two overlapping loci for Xbp1 and Socs3 on Chr 1 (164.0-185.4 Mb and 174.4-190.5 Mb, respectively) and Chr 11 (41.1-73.1 Mb and 44.0-68.6 Mb, respectively), and an additional locus for Socs3 on Chr 12 (109.9-117.4 Mb). C57BL/6J-Chr 11A/J/ NaJ mice fed a HFHC diet manifested the A/J phenotype of increased Xbp1s and Socs3 gene expression (p<0.05), while C57BL/6J-Chr 1A/J/ NaJ mice retained the C57BL/6 phenotype. In addition, we replicated the eQTLs on Chr 1 and 12 (LOD scores ? 3.5) using mice from the BXD murine reference panel challenged with CCl4 to induce chronic liver injury and fibrosis. We have identified overlapping eQTLs for Xbp1 and Socs3 on Chr 1 and 11, and consomic mice confirmed that replacing the C57BL/6 with the A/J Chr 11 resulted in an A/J phenotype for Xbp1 and Socs3 gene expression. Identification of the genes for these eQTLs will lead to a better understanding of the genetic factors responsible for NAFLD and potentially other hepatic diseases. Liver samples from eight-week-old AJ and C57BL6J males fed a High Fat High Calorie diet.

2014-08-02 | E-GEOD-56987 | biostudies-arrayexpress

Identification of eQTLs for Hepatic Xbp1s and Socs3 Gene Expression in Mice fed a High-Fat, High Caloric Diet

2014-08-02 | GSE56987 | GEO

RNA sequencing of a C57BL/6J-DBA/2J (B6.D2) congenic mouse and C57BL/6J (B6) wild-type littermates reveals cis and trans differences in gene expression

Project description:We previously utilized interval-specific congenic lines derived from C57BL/6J (B6) and DBA/2J (D2) alleles to fine map a quantitative trait locus (QTL) influencing methamphetamine (MA)- induced locomotor activity. We identified a 0.23 MB critical interval on chromosome 11 containing only two protein coding genes, Rufy1 and Hnrnph1. Notably, Rufy1 contains three missense SNPs and Hnrnph1 contains 1 SNP near the 5’ UTR. In an effort to identify the molecular mechanisms that bridge genetic variation with behavior, we conducted transcriptome analysis via mRNA sequencing (RNA-seq) in a B6.D2 congenic line (chr.11: 50-60 Mb) that captures the QTL. There was an overrepresentation of cis-regulated, differentially expressed genes within the congenic interval (4 out of 92 differentially expressed genes; FDR < 0.05) and widespread genomic regulation on all autosomes.

2015-12-11 | GSE66366 | GEO

Identification of two novel candidate genes for insulin secretion by comparative genomics of multiple backcross populations

Project description:To identify novel disease genes for type 2 diabetes (T2D) we generated two backcross populations of obese and diabetes-susceptible New Zealand Obese (NZO) with the two lean mouse strains 129P2 and C3H/FeJ. Subsequent whole-genome linkage scan revealed 36 novel quantitative trait loci (QTL) for T2D-associated traits. The strongest association with blood glucose (12 cM, LOD 13.3) and plasma insulin (17 cM, LOD 4.8) was detected on proximal chromosome 7 (designated Cdp7prox) exclusively in the NZOxC3H crossbreeding, suggesting that the causal gene is unique for the C3H genome. Introgression of the critical C3H fragment into the genetic NZO background by generating recombinant congenic strains (RCS) and metabolic phenotyping validated the phenotype. For the detection of candidate genes in the critical region (30-46 Mb) we used a combined approach of haplotype- and gene expression analysis to search for C3H-specific gene variants in the pancreatic islets, which appeared as the most likely target tissue for the QTL. Only the two genes Potassium-transporting ATPase alpha chain 1 (Atp4a) and Ribonuclease P protein subunit p29 (Pop4) fulfilled the criteria from our candidate gene approaches. The knockdown of both genes in MIN6 cells led to a decreased glucose-stimulated insulin secretion (GSIS), indicating a stimulating role of both genes in insulin secretion, thereby likely contributing to the phenotype linked to Cdp7prox. In conclusion, our combined- and comparative-cross analysis approach has successfully led to the identification of two novel diabetes susceptibility genes and thus has proven to be a powerful tool for the discovery of novel disease genes.

2019-05-27 | GSE117553 | GEO

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