Osteoblasts are key players in bone remodeling. The accessibility of human primary osteoblast-like cells (HOb) from bone explants render them a lucrative model for studying molecular physiology of bone turnover, discovery of novel anabolic therapeutics and mesenchymal cell biology in general. Relatively little is known about resting and dynamic expression profiles of HObs and no studies have been conducted to date to systematically assess the osteoblast transcriptome. The aim of this study was to characterize HObs and investigate signaling cascades and gene networks using genomewide expression profiling in resting and Bone Morphogenic Protein (BMP)-2 and Dexamethasone induced cells.
Systematic assessment of the human osteoblast transcriptome in resting and induced primary cells.
No sample metadata fields
View SamplesThis SuperSeries is composed of the SubSeries listed below.
Global analysis of the impact of environmental perturbation on cis-regulation of gene expression.
Sex, Specimen part, Time
View SamplesGenetic variants altering cis-regulation of normal gene expression (cis-eQTLs) have been extensively mapped in human cells and tissues, but the extent to which environmental perturbation influences such traits has not been studied to date. We carried out large-scale induction experiments using primary human bone cells derived from 113 unrelated donors of Swedish origin harvested under 18 different conditions (seven treatments, two vehicles, each assessed at two time points). The treatments with the largest impact on the transcriptome, verified on two independent expression arrays, included BMP-2 (t=2h), dexamethasone (DEX) (t=24h), and PGE2 (t=24h). Using these treatments, we performed expression profiling for 18,144 RefSeq transcripts applying biological replicates of the complete study cohort (ntotal=782) and combined it with genome-wide SNP-genotyping data in order to map treatment-specific cis-eQTLs. We found that 93% of cis-eQTLs at 1% FDR were replicated in at least one additional treatment and in fact, on average only 1.4% of the cis-eQTLs were considered as treatment-specific at high confidence. The relative invariability of cis-regulation following perturbation was reiterated independently by genome-wide allelic expression tests where only a small proportion of variance could be attributed to treatment, though treatment-specific cis-regulatory effects were 2-6-fold more abundant among up-or downregulated genes. We further followed-up and validated the DEX-specific cis-regulation of the MYO6 and TNC loci and found top cis-regulatory variants located 180 and 250kb upstream of the transcription start sites, respectively. Our results suggest that, as opposed to tissue-specificity of cis-eQTLs, the interaction between cellular environment and cis-variants are relatively rare (~1.5%), but that detection of such specific interactions can be achieved by combination of functional genomic tools.
Global analysis of the impact of environmental perturbation on cis-regulation of gene expression.
Sex, Specimen part, Time
View SamplesGenetic variants altering cis-regulation of normal gene expression (cis-eQTLs) have been extensively mapped in human cells and tissues, but the extent to which environmental perturbation influences such traits has not been studied to date. We carried out large-scale induction experiments using primary human bone cells derived from 113 unrelated donors of Swedish origin harvested under 18 different conditions (seven treatments, two vehicles, each assessed at two time points). The treatments with the largest impact on the transcriptome, verified on two independent expression arrays, included BMP-2 (t=2h), dexamethasone (DEX) (t=24h), and PGE2 (t=24h). Using these treatments, we performed expression profiling for 18,144 RefSeq transcripts applying biological replicates of the complete study cohort (ntotal=782) and combined it with genome-wide SNP-genotyping data in order to map treatment-specific cis-eQTLs. We found that 93% of cis-eQTLs at 1% FDR were replicated in at least one additional treatment and in fact, on average only 1.4% of the cis-eQTLs were considered as treatment-specific at high confidence. The relative invariability of cis-regulation following perturbation was reiterated independently by genome-wide allelic expression tests where only a small proportion of variance could be attributed to treatment, though treatment-specific cis-regulatory effects were 2-6-fold more abundant among up-or downregulated genes. We further followed-up and validated the DEX-specific cis-regulation of the MYO6 and TNC loci and found top cis-regulatory variants located 180 and 250kb upstream of the transcription start sites, respectively. Our results suggest that, as opposed to tissue-specificity of cis-eQTLs, the interaction between cellular environment and cis-variants are relatively rare (~1.5%), but that detection of such specific interactions can be achieved by combination of functional genomic tools.
Global analysis of the impact of environmental perturbation on cis-regulation of gene expression.
Sex, Specimen part, Time
View SamplesGenetic variants altering cis-regulation of normal gene expression (cis-eQTLs) have been extensively mapped in human cells and tissues, but the extent to which environmental perturbation influences such traits has not been studied to date. We carried out large-scale induction experiments using primary human bone cells derived from 113 unrelated donors of Swedish origin harvested under 18 different conditions (seven treatments, two vehicles, each assessed at two time points). The treatments with the largest impact on the transcriptome, verified on two independent expression arrays, included BMP-2 (t=2h), dexamethasone (DEX) (t=24h), and PGE2 (t=24h). Using these treatments, we performed expression profiling for 18,144 RefSeq transcripts applying biological replicates of the complete study cohort (ntotal=782) and combined it with genome-wide SNP-genotyping data in order to map treatment-specific cis-eQTLs. We found that 93% of cis-eQTLs at 1% FDR were replicated in at least one additional treatment and in fact, on average only 1.4% of the cis-eQTLs were considered as treatment-specific at high confidence. The relative invariability of cis-regulation following perturbation was reiterated independently by genome-wide allelic expression tests where only a small proportion of variance could be attributed to treatment, though treatment-specific cis-regulatory effects were 2-6-fold more abundant among up-or downregulated genes. We further followed-up and validated the DEX-specific cis-regulation of the MYO6 and TNC loci and found top cis-regulatory variants located 180 and 250kb upstream of the transcription start sites, respectively. Our results suggest that, as opposed to tissue-specificity of cis-eQTLs, the interaction between cellular environment and cis-variants are relatively rare (~1.5%), but that detection of such specific interactions can be achieved by combination of functional genomic tools.
Global analysis of the impact of environmental perturbation on cis-regulation of gene expression.
Sex, Specimen part, Time
View SamplesGenetic variants altering cis-regulation of normal gene expression (cis-eQTLs) have been extensively mapped in human cells and tissues, but the extent to which environmental perturbation influences such traits has not been studied to date. We carried out large-scale induction experiments using primary human bone cells derived from 113 unrelated donors of Swedish origin harvested under 18 different conditions (seven treatments, two vehicles, each assessed at two time points). The treatments with the largest impact on the transcriptome, verified on two independent expression arrays, included BMP-2 (t=2h), dexamethasone (DEX) (t=24h), and PGE2 (t=24h). Using these treatments, we performed expression profiling for 18,144 RefSeq transcripts applying biological replicates of the complete study cohort (ntotal=782) and combined it with genome-wide SNP-genotyping data in order to map treatment-specific cis-eQTLs. We found that 93% of cis-eQTLs at 1% FDR were replicated in at least one additional treatment and in fact, on average only 1.4% of the cis-eQTLs were considered as treatment-specific at high confidence. The relative invariability of cis-regulation following perturbation was reiterated independently by genome-wide allelic expression tests where only a small proportion of variance could be attributed to treatment, though treatment-specific cis-regulatory effects were 2-6-fold more abundant among up-or downregulated genes. We further followed-up and validated the DEX-specific cis-regulation of the MYO6 and TNC loci and found top cis-regulatory variants located 180 and 250kb upstream of the transcription start sites, respectively. Our results suggest that, as opposed to tissue-specificity of cis-eQTLs, the interaction between cellular environment and cis-variants are relatively rare (~1.5%), but that detection of such specific interactions can be achieved by combination of functional genomic tools.
Global analysis of the impact of environmental perturbation on cis-regulation of gene expression.
Sex, Specimen part, Time
View SamplesWe carried out a global survey of age-related changes in mRNA levels in the C57BL/6NIA mouse hippocampus and found a difference in the hippocampal gene expression profile between 2-month-old young mice and 15-month-old middle-aged mice correlated with an age-related cognitive deficit in hippocampal-based explicit memory formation. Middle-aged mice displayed a mild but specific deficit in spatial memory in the Morris water maze.
Altered hippocampal transcript profile accompanies an age-related spatial memory deficit in mice.
Sex, Age, Specimen part
View SamplesWe determined genome-wide nucleosome occupancy in mouse embryonic stem cells and their neural progenitor and embryonic fibroblast counterparts to assess features associated with nucleosome positioning during lineage commitment. Cell type and protein specific binding preferences of transcription factors to sites with either low (e.g. Myc, Klf4, Zfx) or high (e.g. Nanog, Oct4 and Sox2) nucleosome occupancy as well as complex patterns for CTCF were identified. Nucleosome depleted regions around transcription start and termination sites were broad and more pronounced for active genes, with distinct patterns for promoters classified according to their CpG-content or histone methylation marks. Throughout the genome nucleosome occupancy was dependent on the presence of certain histone methylation or acetylation modifications. In addition, the average nucleosome-repeat length increased during differentiation by 5-7 base pairs, with local variations for specific genomic regions. Our results reveal regulatory mechanisms of cell differentiation acting through nucleosome repositioning. Overall design: The Total RNA from ESCs, NPCs and MEFs was extracted by guanidinisothiocyanat/phenol extraction with the Trifast kit (Peqlab). Total RNA preparations were treated with DNase I, phenol/chloroform extracted and precipitated before further processing. RNAs were depleted of 5S, 5.8S, 18S and 28S rRNAs using the Human/Mouse/Rat Ribo-Zero rRNA Removal Kit (Epicentre) according to the manufacturer’s protocol. After rRNA depletion, RNAs were fragmented with a kit from Ambion. Libraries for Solexa sequencing were generated according to the standard Illumina protocol that comprised first strand cDNA synthesis, second strand cDNA synthesis, end repair, addition of a single A base, and adapter ligation. Sequencing was performed on the Illumina GAIIx (replicate 1) and Illumina HiSeq 2000 (replicate 2) platforms at the sequencing core facilities of the BioQuant in Heidelberg, Germany. RNA reads were aligned with TopHat. Further expression analysis was with the Genomatix software suite (Genomatix, Munich, Germany) and the Eldorado gene annotation. For each transcript a normalized expression value was calculated from the read distribution that accounts for the length differences using the program DEseq for the analysis of differential expression.
Genome-wide nucleosome positioning during embryonic stem cell development.
Specimen part, Cell line, Subject
View SamplesRNA transcriptome difference between WT and SFR KO iNKT cells To understand how SLAM family receptors (SFRs) contribute to iNKT cell development, a mouse lacking all SFRs in addition to the ligand of 2B4, CD48, was generated, and the transcriptional profiles of thymic iNKT cells from wild-type and SFR KO mice were compared, using RNA sequencing. Overall design: Examine RNA expression in WT and SFR KO iNKT cells Thymocytes were isolated from WT and SFR KO mice, and iNKT cells were enriched by negative selection. Unwanted cells (CD11b+ CD11c+ Gr-1+ Ter-119+ CD19+ CD8a+ cells) were targeted for removal with biotinylated antibodies (BioLegend), streptavidin-coated magnetic particles (RapidSpheres) and EasySep magnet (STEMCELL), and followed by staining with mCD1d/PBS-57 and anti-TCR. Then, iNKT cells were sorted with BD FACSAria III (BD Biosciences), and total RNA was isolated from sorted cells according to the manufacturer's instructions using the RNeasy plus micro kit (Qiagen). RNA-Seq library preparation was performed using the Illumina TruSeq Stranded mRNA Kit, according to manufacturer's instructions, and sequenced with Illumina HiSeq 2000 Sequencer. Read quality was confirmed using FastQC v0.10.1 before alignment using TopHat v2.0.10 on the mouse GRCm38/mm10 genome.
SLAM receptors foster iNKT cell development by reducing TCR signal strength after positive selection.
Specimen part, Subject
View SamplesA suggested role for fibrillr collagen topology in the pregnancy-induced protection and invasive phenotype.
Collagen architecture in pregnancy-induced protection from breast cancer.
Cell line
View Samples