Oxidative stress can arise when in vitro propagated plants developed under low light conditions are exposed to high light during transfer to ex vitro conditions. In such a situation, among the many potential stresses to which the transferred plant can be exposed, oxidative stress is commonly experienced, most likely brought about by absorption of light energy in excess of that required for very low levels of photosynthetic metabolism. In vitro propagated grapevine when transferred to ex vitro conditions with a 4 fold increase in PPFD shows an initial inhibition of PET accompanied by an accumulation of H2O2, suggesting a signal for the upregulation in gene expression and antioxidant enzyme activity, which peaked at 48h after transfer of in vitro grapevine to ex vitro growing conditions.
Comparative transcriptomic profiling of Vitis vinifera under high light using a custom-made array and the Affymetrix GeneChip.
Specimen part, Treatment
View SamplesThe importance of regulatory T cells (Treg) for immune tolerance is well recognized, yet the signaling molecules influencing their suppressive activity are relatively poorly understood. We identified the cytoplasmic tyrosine phosphatase SHP-1 as a novel endogenous brake and modifier of the suppressive ability of Treg cells; consistent with this notion, loss of SHP-1 expression strongly augments the ability of Treg cells to suppress inflammation in a mouse model. Specific harmacological inhibition of SHP-1 enzymatic activity via the cancer drug sodium stibogluconate (SSG) potently augmented Treg cell suppressor activity both in vivo and ex vivo.
The protein tyrosine phosphatase SHP-1 modulates the suppressive activity of regulatory T cells.
Specimen part
View SamplesIn this study, we used RNA-sequencing to profile the long non-coding RNA (lncRNA) transcriptome in lesional skin from psoriasis patients before (PP) and after treatment (PT) with adalimumab and in normal skin from healthy individuals (NN). For this we sequenced total RNA from 18 psoriasis patients (before and after treatment) and 16 healthy controls. We created our own reference set of long non-coding RNAs by merging three long non-coding RNA reference data sets. The combined reference had 67,157 lncRNA transcripts with no overlaps. We identified differential expression of 971 lncRNAs between PP and NN, 157 between PP and PT, and 377 between PT and NN. Based on differentially expressed (DE) lncRNAs between PP and NN, we identified a molecular lncRNA signature that distinguishes psoriatic skin from healthy skin . Overall design: We recruited 18 psoriatic patients in our study. We took 5 mm punch biopsies from the edge of a psoriatic plaque before treatment and after one month of treatment with adalimumab. The mean improvement in the PASI over this time period was 53.1%. We obtained sixteen normal skin samples (N=16) from healthy control surgical discard specimens.
Landscape of Long Noncoding RNAs in Psoriatic and Healthy Skin.
No sample metadata fields
View SamplesPurpose: Age-related degeneration (AMD) is a major cause of blindness in developed countries. The molecular pathogenesis of early events in AMD is poorly understood. We investigated differential gene expression in samples of human retinal pigment epithelium (RPE)/choroid from early AMD and control maculas using exon-based arrays. Methods: Gene expression levels in nine early AMD and nine control human donor eyes were assessed using Affymetrix Human Exon ST 1.0 arrays. Two controls did not pass quality control and were removed. Differentially expressed genes were annotated using DAVID, and gene set enrichment analysis (GSEA) was performed on RPE-specific and endothelium-associated gene sets. CFH genotype was also assessed and differential expression was analyzed with respect to high AMD risk (YH/HH) and low AMD risk (YY) genotypes. Results: Seventy-five genes were identified as differentially expressed (raw p-value < 0.01; >50% fold change, mean log2 expression level in AMD or control median of all average gene expression values); however, no genes were significant (adj. p-value < 0.01) after correction for multiple hypothesis testing. Of 52 genes with decreased expression in AMD (fold change < 0.5; raw p-value < 0.01), 18 genes were identified by DAVID analysis as associated with vision or neurological processes. GSEA of RPE-associated and endothelium-associated genes revealed a significant decrease in genes typically expressed by endothelial cells in the early AMD group compared to controls, consistent with previous histologic and proteomic studies. Analysis with respect to CFH genotype indicated decreased expression of ADAMTS9 in eyes with high-risk genotypes (fold change = -2.61; raw p-value = 0.0008). Conclusions: GSEA results suggest that RPE transcripts are preserved or elevated in early AMD, concomitant with loss of endothelial cell marker expression. These results are consistent with the notion that choroidal endothelial cell dropout occurs early in the pathogenesis of AMD.
Altered gene expression in dry age-related macular degeneration suggests early loss of choroidal endothelial cells.
Sex, Age, Specimen part
View SamplesThis SuperSeries is composed of the SubSeries listed below.
Mutations in the SWI/SNF complex induce a targetable dependence on oxidative phosphorylation in lung cancer.
Specimen part, Cell line
View SamplesLung cancer is a devastating disease that remains the top cause of cancer mortality. While targeted therapies against EGFR and EML4-ALK fusion and recent advances in immunotherapy have shown substantial clinical benefit for some patients, the vast majority of patients with lung cancer still lack effective therapies underscoring the dire need for more context-specific therapeutics. Cancer genomic studies have identified frequent genetic alterations in chromatin and epigenetic regulators including inactivating mutations in components of the SWI/SNF chromatin remodeling complex. In lung adenocarcinoma, about 20% of tumors have inactivating mutations in components of the SWI/SNF chromatin remodeling complex including SMARCA4 and ARID1A. With the aim of understanding the mechanism of tumor development driven by mutations in this complex, we developed a genetically engineered mouse (GEM) model of lung adenocarcinoma by selectively ablating Smarca4 in the lung epithelium. We demonstrate that Smarca4 acts as a bona fide tumor suppressor and cooperates with p53 loss and Kras activation. Cross species integrative gene expression analyses revealed signature of enhanced oxidative phosphorylation (OXPHOS) in SMARCA4 mutant murine as well as human lung adenocarcinomas. We further show that SMARCA4 mutant cells have increased oxygen consumption and increased respiratory capacity primarily driven by increased expression of the mitochondrial master regulator, PGC1-. Importantly, we show that SMARCA4 and other SWI/SNF mutant lung cancer cell lines and xenograft tumors have exquisite sensitivity to inhibition of OXPHOS by a novel small molecule, IACS-010759, that is under clinical development. Mechanistically, we show that SMARCA4 deficient cells have a blunted transcriptional response to energy stress creating a therapeutically attractive collateral vulnerability. These findings provide the mechanistic basis for further development of OXPHOS inhibitors as therapeutics against SWI/SNF mutant tumors.
Mutations in the SWI/SNF complex induce a targetable dependence on oxidative phosphorylation in lung cancer.
Specimen part, Cell line
View SamplesPurpose: Single-cell RNA sequencing has revolutionized cell-type specific gene expression analysis. The goals of this study are to compare cell specific gene expression patterns between retinal cell types originating from the fovea and the periphery of human eyes. Methods: Independent libraries were prepared for foveal and peripheral samples of neural retina from three donors using the 10x Chromium system. Libraries were sequenced on a HiSeq4000. Sequenced reads were mapped to the human genome build hg19 will CellRanger(v3.0.1) and filters removed cells likely to be doublets or cells with a high proportion of mitochondrial reads. Clustering of cells with similar expression profiles was performed with Seurat (v2.3.4). Results: Independent libraries were prepared for foveal and peripheral samples of neural retina from three donors using the 10x Chromium system. Libraries were sequenced on a HiSeq4000. Sequenced reads were mapped to the human genome build hg19 will CellRanger(v3.0.1) and filters removed cells likely to be doublets or cells with a high proportion of mitochondrial reads. Clustering of cells with similar expression profiles was performed with Seurat (v2.3.4). Conclusions: Our study generates a large atlas of human retinal transcriptomes at the single cell level. We identified the majority of expected neural and supportive cell types, and describe regional differences in gene expression between the fovea and the periphery. Our results show that that single-cell RNA sequencing can be performed on human retina after cryopreservation, and that cone photoreceptors and Muller cells demonstrate region-specific patterns of gene expression. Overall design: mRNA profiles for thousands of cells from foveal and peripheral retinal isolates were generated from three human donor eyes using 10X Genomics Chromium single-cell system followed by sequencing on an Illumina HiSeq 4000.
Molecular characterization of foveal versus peripheral human retina by single-cell RNA sequencing.
Subject
View SamplesToolsets available for in-depth analysis of scRNAseq datasets by biologists with little informatics experience is limited. Here we describe an informatics tool (PyMINEr) that fully automates cell type identification, cell type-specific pathway analyses, graph theory-based analysis of gene regulation, and detection of autocrine/paracrine signaling networks in silico. We applied PyMINEr to interrogate human pancreatic islet scRNAseq datasets and discovered several features of co-expression graphs including: concordance of scRNAseq-graph structure with both protein-protein interactions and 3D-genomic architecture; association of high connectivity and low expression genes with cell type-enrichment; and potential for graph-structure to clarify potential etiologies of enigmatic disease-associated variants. We further created a consensus co-expression network and autocrine/paracrine signaling networks within and across islet cell types from 7-datasets. PyMINEr correctly identified changes in BMP/WNT signaling associated with cystic fibrosis pancreatic acinar-cell loss. This proof-of-principle study demonstrates that the PyMINEr framework will be a valuable resource for scRNAseq analyses. Overall design: Human islets were obtained from the integrated islet distribution program (IIDP), cultured overnight, then prepared for scRNAseq via the Fluidigm C1 platform. RNAseq was perfromed on Illumina HiSeq 2500.
PyMINEr Finds Gene and Autocrine-Paracrine Networks from Human Islet scRNA-Seq.
Sex, Age, Specimen part, Race, Subject
View SamplesAndrogens are essential for sexual development and reproduction. However, androgen regulation in health and disease is poorly understood. Previously, we showed that human adrenocortical H295R cells grown under starvation conditions acquire a hyperandrogenic steroid profile with changes in steroid metabolizing enzymes HSD3B2 and CYP17A1 essential for androgen production. Furthermore, we have shown that metformin inhibits androgen production of steroidogenic H295R cells and inhibits complex I activity of the respriatory chain. Therefore, to search for underlying mechanisms regulting androgen production and to understand the basic biology of androgens, we have characterized the gene expression profile of H295R cells grown under normal growth conditions, serum starvation (hyperandrogenic) growth conditions as well as after metformin treatment (hypoandrogenic).
Retinoic acid receptor beta and angiopoietin-like protein 1 are involved in the regulation of human androgen biosynthesis.
Cell line
View SamplesForced expression of activated beta-catenin in mouse dermal fibroblasts is sufficient to cause spontaneous, progressive skin fibrosis in vivo. We generated triple-transgenic HoxB6CreERT/+; R26-YFP/+; Catnb?ex3/+ "activated beta-catenin" mice and double-transgenic HoxB6CreERT/+; R26-YFP/+ littermate control mice. We induced Cre activity (resulting in expression of activated beta-catenin in triple-transgenic mutant fetuses) by administering tamoxifen to the pregnant dam at embryonic day 16.5. The activated beta-catenin mice developed fibrotic skin, characterized by elevated collagen deposition and increased fibroblast proliferation. We performed RNA-sequencing to profile gene expression in the dermis of control and activated beta-catenin mutant mice with established skin fibrosis at 3 weeks of age. Overall design: Gene expression profiles were determined by paired-end sequencing (Illumina HiSeq 2500) of total RNA from the dermis of 3 activated beta-catenin and 3 littermate control mice at 3 weeks of age.
Sustained β-catenin activity in dermal fibroblasts promotes fibrosis by up-regulating expression of extracellular matrix protein-coding genes.
No sample metadata fields
View Samples