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SRP065892
Homo sapiens
6 Downloadable Samples
Ion Torrent Proton
Description
Background: Whole transcriptome sequencing (RNA-seq) represents a powerful approach for whole transcriptome gene expression analysis. However, RNA-seq carries a few limitations, e.g., the requirement of a significant amount of input RNA and complications led by non-specific mapping of short reads. The Ion AmpliSeqTM Transcriptome Human Gene Expression Kit (AmpliSeq) was recently introduced by Life Technologies as a whole-transcriptome, targeted gene quantification kit to overcome these limitations of RNA-seq.To assess the performance of this new methodology, we performed a comprehensive comparison of AmpliSeq with RNA-seq using two well-established next-generation sequencing platforms (Illumina HiSeq and Ion Torrent Proton). We analyzed standard reference RNA samples and RNA samples obtained from human induced pluripotent stem cell derived cardiomyocytes (hiPSC-CMs). Results: Using published data from two standard RNA reference samples, we observed a strong concordance of log2 fold change for all genes when comparing AmpliSeq to Illumina HiSeq (Pearson’s r=0.92) and Ion Torrent Proton (Pearson’s r=0.92). We used ROC, Matthew’s correlation coefficient and RMSD to determine the overall performance characteristics. All three statistical methods demonstrate AmpliSeq as a highly accurate method for differential gene expression analysis. Additionally, for genes with high abundance, AmpliSeq outperforms the two RNA-seq methods. When analyzing four closely related hiPSC-CM lines, we show that both AmpliSeq and RNA-seq capture similar global gene expression patterns consistent with known sources of variations. Conclusions: Our study indicates that AmpliSeq excels in the limiting areas of RNA-seq for gene expression quantification analysis. Thus, AmpliSeq stands as a very sensitive and cost-effective approach for very large scale gene expression analysis and mRNA marker screening with high accuracy. Overall design: Comprehensive, performance evaluation of AmpliSeq Transcriptome to standard whole-transcriptome RNA-sequencing methods for large-scale, genome-wide differential gene expression analysis. We analyzed standard reference RNA samples and RNA samples obtained from human induced pluripotent stem cell derived cardiomyocytes (hiPSC-CMs).
Publication Title
Comprehensive evaluation of AmpliSeq transcriptome, a novel targeted whole transcriptome RNA sequencing methodology for global gene expression analysis.
Sample Metadata Fields
No sample metadata fields
View Samples- Mus musculus
- 24 Downloadable Samples
Sentrix MouseRef-8 Expression BeadChip (Target ID)
Description
We examined early and late gene expression changes using the IT LPS model of Acute Lung Injury (ALI). In this model, injury peaks at day 4 and is almost completely resolved by day 10 in wild type (WT) C57BL/6 mice. In contrast to the pattern in WT mice, lymphocyte-deficient Rag-1 -/- mice exhibit strikingly delayed resolution despite similar initial injury.
Publication Title
Regulatory T cell-mediated resolution of lung injury: identification of potential target genes via expression profiling.
Sample Metadata Fields
Sex, Specimen part, Treatment, Time
View Samples- Homo sapiens
- 6 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
This SuperSeries is composed of the SubSeries listed below.
Publication Title
RNA expression profiling of human iPSC-derived cardiomyocytes in a cardiac hypertrophy model.
Sample Metadata Fields
Specimen part
View Samples- Homo sapiens
- 6 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
Cardiac hypertrophy is an independent risk factor for cardiovascular disease and heart failure. There is increasing evidence that microRNAs (miRNAs) play an important role in the regulation of messenger RNA (mRNA) and the pathogenesis of various cardiovascular diseases. However, the ability to comprehensively study cardiac hypertrophy on a gene regulatory level is impacted by the limited availability of human cardiomyocytes. Human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) offer the opportunity for disease modeling.
Publication Title
RNA expression profiling of human iPSC-derived cardiomyocytes in a cardiac hypertrophy model.
Sample Metadata Fields
Specimen part
View Samples- Drosophila melanogaster
- 6 Downloadable Samples
- Affymetrix Drosophila Genome 2.0 Array (drosophila2)
Description
Previously we and other teams have found that 20E modulates the induction and expression of antimicrobial peptides (AMPs) in immune-challenged Drosophila cell culture or whole animals.
Publication Title
Ecdysone triggered PGRP-LC expression controls Drosophila innate immunity.
Sample Metadata Fields
Specimen part
View Samples- Homo sapiens
- 80 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
Total RNA from peripheral blood mononuclear cells (PBMC) and neutrophils from children with juvenile dermatomyositis (JDM) and juvenile idiopathic arthritis (JIA) were separately compared to pediatric control samples.
Publication Title
Disease-associated pathophysiologic structures in pediatric rheumatic diseases show characteristics of scale-free networks seen in physiologic systems: implications for pathogenesis and treatment.
Sample Metadata Fields
No sample metadata fields
View Samples- Mus musculus
- 18 Downloadable Samples
- Illumina HiSeq 2500
Description
Mechanical cues influence the shape, growth, and function of tissues and organs and are necessary for the development of engineered tissues. Yet, how cells sense mechanical cues and transduce them into changes in gene expression is not well understood. It is known that mechanical forces transmitted to the nucleus induce chromatin remodeling, promote DNA repair, contribute to the motion of intranuclear organelles and cause direct dissociation of protein complexes inside nuclei. Yet, the extent to which such signals impact gene expression is not understood. Because mechanical forces from the cytoskeleton to the nucleus interior are transmitted by the LINC (linker of nucleoskeleton-to-cytoskeleton) complex, we disrupted the LINC complex and performed genome wide expression studies using RNA sequencing. LINC disruption altered the expression of hundreds of genes at a genome-wide scale. We asked how LINC disruption affected the mechanosensitivity of individual genes by quantifying fold changes in gene expression on soft and stiff substrates. Remarkably, LINC disruption tended to preserve gene mechanosensitivity, but to reverse its direction. LINC disruption did not cause changes in nuclear shape, nor eliminated nuclear shape sensitivity to substrate rigidity. Our results show for the first time that the LINC complex regulates mechano-sensing at a genome-wide level, and argue for a distinct mechanism that does not require changes in nuclear morphology. Overall design: mRNA profiles of NIH 3T3 TetON cells that were induced to express either SS-GFP-KDEL (control) or SS-HA-Sun1L-KDEL by the addition of doxycycline. Two (2) substrate stiffnesses were used (1 kPa and 308 kPa), Y27632 or blebbistatin was used for certain samples to inhibit myosin II activity. A total of 6x3 reps= 18 samples were analyzed.
Publication Title
The mammalian LINC complex regulates genome transcriptional responses to substrate rigidity.
Sample Metadata Fields
Cell line, Subject
View Samples- Homo sapiens
- 10 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
This SuperSeries is composed of the SubSeries listed below.
Publication Title
Lamin B1 depletion in senescent cells triggers large-scale changes in gene expression and the chromatin landscape.
Sample Metadata Fields
Specimen part, Cell line
View Samples- Homo sapiens
- 10 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
Cellular senescence is a stable proliferation arrest in response to stress, associated with an altered secretory pathway (Senescence Associated Secretory Phenotype (SASP)). Senescence-associated proliferation arrest and the SASP are thought to act in concert to promote tumor suppression and tissue aging. While chromatin regulation and down regulation of lamin B1 have been implicated as effectors of cell senescence, functional interactions between them are poorly understood. We compared the genome-wide distributions of H3K4me3 and H3K27me3 between proliferating and senescent primary human cells and found dramatic differences, including large-scale domains of H3K4me3- and H3K27me3-enriched mesas and H3K27me3-depleted canyons in senescent cells. Senescent mesas form at the sites of lamin B1-associated domains (LADs) in proliferating cells. Mesas also overlap with regions that exhibit DNA hypomethylation in cancer, suggesting that chromatin changes in pre-malignant senescent cells foreshadow epigenetic changes in cancer. Proliferating fibroblasts from Hutchinson-Gilford Progeria Syndrome patients expressing mutant lamin A (progerin) also show evidence of H3K4me3 mesas, suggesting a link between premature chromatin changes and accelerated cell senescence and tissue aging. In contrast, canyons form mostly in between LADs and are enriched in genes, gene promoters and enhancers. Strikingly, H3K27me3 loss in canyons is correlated with upregulation of key senescence genes, including genes comprising the SASP, indicating a link between global changes in chromatin structure and local regulation of gene expression. Finally, premature reduction of lamin B1 in midlife proliferating cells triggers formation of senescence-associated mesas and canyons and accelerated senescence. Together, our data illustrate a profound reorganization of chromatin during senescence, and suggest that down regulation of lamin B1 in senescence is a key trigger of global and local chromatin changes that impact gene expression, aging and cancer.
Publication Title
Lamin B1 depletion in senescent cells triggers large-scale changes in gene expression and the chromatin landscape.
Sample Metadata Fields
Specimen part, Cell line
View Samples- Homo sapiens
- 39 Downloadable Samples
- Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)
Description
Identify biomarkers to predict response to therapy in polyarticular juvenile idiopathic arthritis (JIA) using gene expression microarrays.
Publication Title
The meaning of clinical remission in polyarticular juvenile idiopathic arthritis: gene expression profiling in peripheral blood mononuclear cells identifies distinct disease states.
Sample Metadata Fields
Specimen part, Disease, Disease stage
View Samples