Transcriptomic Comparison in the Retinas of Two Mouse Models of Diabetes
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE19122 | GEO | 2010/01/30
SECONDARY ACCESSION(S): PRJNA120735
REPOSITORIES: GEO
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Project description:Endothelial cells and high glucose-induced endothelial dysfunction are the common origin of chronic diabetic complications such as retinopathy, nephropathy, and cardiomyopathy. Yet their common origins, the vascular manifestations of such complications are different. We examined the basal heterogeneity between microvascular endothelial cells (MECs) from the retina, kidneys, and heart, as well as their differential responses to hyperglycemia in diabetes. To this extent, we used a spatial transcriptomic approach to investigate gene expression differences across retinal, renal, and cardiac MECs in diabetic and non-diabetic mouse models. We further validated MEC heterogeneity in vitro using human retinal and cardiac MECs. We found that MECs from different target organs of major diabetic complications were transcriptomically distinct at the basal state and respond differently to hyperglycemia.
2024-09-30 | GSE263128 | GEO
Project description:Patients with long-duration diabetes develop cardiovascular complications resulting in highly increased mortality and complications which affect the kidneys, eyes and peripheral nerves associated with high morbidity. Among the diabetic complications, damage in the eye, diabetic retinopathy, is the most common microvascular complication of diabetes. Diabetic retinopathy is a leading cause of vision-loss globally. It is characterized by a number of different patho-mechanisms including changes in vascular permeability, capillary degeneration, and finally at a late stage overshooting formation of new blood vessels. This expression analysis focused on the use of different experimental models for Diabetes Mellitus and its complications (for a review see 1: Al-Awar et al: Experimental Diabetes Mellitus in Different Animal Models. J Diabetes Res. 2016; doi: 10.1155/2016/9051426). By that, we wanted to uncover the relative contributions of systemic hyperinsulinaemia and/or hyperglycemia to molecular regulations. The following models have been used: As insulinopenic, hyperglycemic model reflecting Type 1 diabetes, male STZ-Wistar rats (60mg/kg BW; i.p.) were used. Wistar rats without STZ injection served as non-diabetic controls. Male obese ZDF rats (Fa/Fa) were used as type-2 diabetes model characterized by persisting hyperglycemia and transient hyperinsulinemia. Male lean ZDF rats (Fa/-) served as non-diabetic controls. Male obese ZF rats (Fa/Fa) hyperglycemia were used reflecting euglycemia and severe insulin resistance. Male lean ZF rats (Fa/-) served as controls. ZDF and ZF rats were obtained in two genotypes, obese (genotype fa/fa) and lean littermates (genotype Fa/?). All rats were housed in standard cages under a normal light-dark cycle for 16 weeks. All animals had free access to food and water. ZF and Wistar rats received a standard chow (Ssniff R/M) and ZDF rats received Purina 5008 chow. A group size of n=8 were used for all study groups. Wistar rats were rendered type-1 like hyperglycemic and hypoinsulinemic via a single injection of streptocotocin (STZ, 60mg/kg; i.p.) at 7 weeks of age. Obese ZDF rats (fa/fa) develop spontaneously a type-2 diabetes phenotype with persisting hyperglycemia and transient hyperinsulinemia (hyperglycemic, hypoinsulinemic). Obese ZF rats (fa/fa) develop insulin resistance with permanent hyperinsulinemia without concomitant hyperglycemia and no overt diabetes phenotype. Non STZ treated Wistar rats, lean ZDF littermates (Fa/?), and lean ZF littermates (Fa/?) served as controls. All groups were kept for 12 weeks on respective conditions together with appropriate age-matched controls. Unbiased gene expression analysis was performed per group using Affymetrix gene arrays.
2017-03-31 | E-MTAB-5563 | biostudies-arrayexpress
Project description:As a metabolic disease, diabetes often leads to health complications such as heart failure, nephropathy, neurological disorders, and vision loss. Diabetic retinopathy (DR) affects as many as 100 million people worldwide. The mechanism of DR is complex and known to impact both neural and vascular components in the retina. While recent advances in the field have identified major cellular signaling contributing to DR pathogenesis, little has been reported on the protein post-translational modifications (PTM) -known to define protein localization, function, and activity -in the diabetic retina overall. Protein glycosylation is the enzymatic addition of carbohydrates to proteins, which can influence many protein attributes including folding, stability, function, and subcellular localization. Olinked glycosylation is the addition of sugars to an oxygen atom in amino acids with a free oxygen atom in their side chain (i.e., threonine, serine). To date, more than 100 congenital disorders of glycosylation have been described. However, no studies have identified the retinal O-linked glycoproteome in health or disease. With a critical need to expedite the discovery of PTMomics in diabetic retinas, we identified both global changes in protein levels and the retinal O-glycoproteome of control and diabetic mice. Liquid chromatography/mass spectrometry-based glycoproteomics and high throughput screening identified proteins differentially glycosylated in the retinas of wildtype and diabetic mice. Here, we provide evidence that diabetes shifts O-glycosylation of metabolic and synaptic proteins in the retina.
2023-08-16 | PXD044269 | Pride
Project description:As a metabolic disease, diabetes often leads to health complications such as heart failure, nephropathy, neurological disorders, and vision loss. Diabetic retinopathy (DR) affects as many as 100 million people worldwide. The mechanism of DR is complex and known to impact both neural and vascular components in the retina. While recent advances in the field have identified major cellular signaling contributing to DR pathogenesis, little has been reported on the protein post-translational modifications (PTM) -known to define protein localization, function, and activity -in the diabetic retina overall. Protein glycosylation is the enzymatic addition of carbohydrates to proteins, which can influence many protein attributes including folding, stability, function, and subcellular localization. Olinked glycosylation is the addition of sugars to an oxygen atom in amino acids with a free oxygen atom in their side chain (i.e., threonine, serine). To date, more than 100 congenital disorders of glycosylation have been described. However, no studies have identified the retinal O-linked glycoproteome in health or disease. With a critical need to expedite the discovery of PTMomics in diabetic retinas, we identified both global changes in protein levels and the retinal O-glycoproteome of control and diabetic mice. Liquid chromatography/mass spectrometry-based glycoproteomics and high throughput screening identified proteins differentially glycosylated in the retinas of wildtype and diabetic mice. Here, we provide evidence that diabetes shifts O-glycosylation of metabolic and synaptic proteins in the retina.
2023-08-16 | PXD044270 | Pride
Project description:Deregulated retinal angiogenesis directly cause vision loss in many ocular diseases, such as diabetic retinopathy and retinopathy of prematurity. To identify endothelial-specific genes expressed in angiogenic retinal vessels, we purified genetically labeled endothelial cells from Tie2-GFP transgenic mice and performed gene expression profiling using DNA microarray. To find out genes associated with angiogenesis, comparisons of microarray data were carried out between GFP-negative non-endothelial retinal cells and GFP-positive retinal endothelial cells in angiogenic P8 retina. Eighteen arrays are included. Utilizing fluorescence-activated cell sorting (FACS), we isolated endothelial cells as GFP-positive cells from P8 retina in homozygous Tie2-GFP transgenic mice. GFP-negative cells were served as non-endothelial control. RNA extracts from sorted cells were amplified and then hybridized to Affymetrix MGU74v2 series arrays in triplicate.
2011-04-17 | E-GEOD-27238 | biostudies-arrayexpress
Project description:Deregulated retinal angiogenesis directly cause vision loss in many ocular diseases, such as diabetic retinopathy and retinopathy of prematurity. To identify endothelial-specific genes expressed in angiogenic retinal vessels, we purified genetically labeled endothelial cells from Tie2-GFP transgenic mice and performed gene expression profiling using DNA microarray. To find out genes associated with angiogenesis, comparisons of microarray data were carried out between GFP-negative non-endothelial retinal cells and GFP-positive retinal endothelial cells in angiogenic P8 retina.
2011-04-17 | GSE27238 | GEO
Project description:The mammalian retina contains an endogenous circadian clock system, located in various cell types. This system enables timing of a broad range of essential retinal functions to anticipate daily changes in environmental lighting conditions. Furthermore, the circadian clocks appear to promote retinal health. A leading cause of blindness in developed countries is diabetic retinopathy. While it is clear that diabetes affects the master clock and its circadian output in the SCN, the effect of diabetic retinopathy on the retinal clock system is unknown. To investigate the influence of diabetic retinopathy on circadian regulation of the retina at a genome-wide level, microarray analysis was used to compare retinal transcriptomes between light- and dark-adapted non-diabetic and diabetic mice.
2021-09-05 | GSE151350 | GEO
Project description:Purpose: This study aims to reveal retinal abnormities in a spontaneous diabetic nonhuman primate (NHP) model and explore the mechanism of featured injuries. Methods: Twenty-eight cynomolgus monkeys were identified to suffer from spontaneous Type 2 diabetes from a colony of more than eight hundred aged monkeys and twenty-six age-matched ones were used as controls. Their blood biochemistry profiles were determined and the retinal changes were examined by multimodal imaging, hematoxylin-eosin (H&E) staining and immunofluorescence. Retinal pigment epithelium (RPE) cells were isolated and determined by RNA-sequencing and computational analyses. Results: Diabetic monkeys were characterized by early vascular and neural damage in the retina and dyslipidemia. The typical acellular capillaries and pericyte ghost were found in the diabetic retina, which also exhibited reduced retinal nerve fiber layer (RNFL) thickness compared to the controls. Of note, distinct sub-RPE drusenoid lesions were extensively observed in these diabetic monkeys and complements deposition including C3 and C5b-9 were accumulated in these lesions. The RNA-seq data of RPE cells showed complement activation, AGE/RAGE activation and 18 inflammatory response at the setting of diabetes. Consistently, the plasma levels of C3 and C4 were also increased in the diabetic monkeys. Conclusions: The spontaneous Type 2 diabetic cynomolgus monkeys featured with early-stage retinopathy including not only typical vascular and neural damage, but also a distinct sub-RPE deposition. The complement activation and metabolic stress of RPE cells in response to hyperglycemia might contribute to the deposition, revealing an unrecognized role of RPE cells in the early-stage pathological process of diabetic retinopathy (DR).
2021-03-31 | GSE160617 | GEO
Project description:Purpose. Patients with diabetic retinopathy may experience severe vision loss due to macular edema and neovascularization secondary to vascular abnormalities. However, before these abnormalities become apparent, there are functional deficits in contrast sensitivity, color perception, and dark adaptation. The goals of this study are to evaluate early changes (up to 3 months) in retinal gene expression, selected visual cycle proteins, and optokinetic tracking (OKT) in streptozotocin (STZ)-induced diabetic rats.Methods. Retinal gene expression in diabetic Long Evans rats was measured by whole genome microarray 7 days, 4 weeks, and three months after onset of hyperglycemia. Select gene and protein changes were probed by PCR and immunohistochemistry respectively, and OKT thresholds were measured using a virtual optokinetics system. Results. Microarray analysis showed that the most consistently affected molecular and cellular functions were cell-to-cell signaling and interaction, cell death, cellular growth and proliferation, molecular transport, and cellular movement. Further analysis revealed reduced expression of several genes encoding visual cycle proteins including lecithin:retinol acyltransferase (LRAT), retinal pigment epithelium (RPE)-specific protein 65kDa (RPE65) and RPE retinal G protein coupled receptor (RGR). Immunohistochemistry revealed a decrease in RPE65 in the RPE layer of diabetic rats. These molecular changes occurred simultaneously with a decrease in OKT thresholds by 4 weeks of diabetes. Conclusions. The data presented here are further evidence that inner retinal cells are affected by hyperglycemia prior to vasculopathy suggesting that glial and neuronal dysfunction may underlie some of the early visual deficits in diabetics. At each of the three timepoints (day 7, day 28, and day 84) one retina each from three diabetic rats were pooled for analysis on a single microarray chip. Three independent experiments were conducted for each group (n=9 animals/group). Each timepoint contained a hyperglycemic (STZ) and a control (buffer injection only) group. Additionally, on day 7 gene changes in the retina of rats which received a single injection of STZ, but did not develop hyperglycemia (STZ-non-c) were analyzed.
2011-10-31 | E-GEOD-28831 | biostudies-arrayexpress
Project description:Endothelial cells (EC) play essential roles in retinal vascular homeostasis. This study aimed to characterize retinal EC heterogeneity and functional diversity using single-cell RNA sequencing (scRNA-seq). Systematic analysis of cellular compositions and cell-cell interaction networks identified a unique EC cluster with high inflammatory gene expression in the diabetic retina; sphingolipid metabolism in this cluster is a prominent aspect correlated with changes in retinal function. Among the sphingolipid-related genes, alkaline ceramidase 2 (ACER2) showed the most significant increase. We collected plasma and vitreous samples from patients with non-proliferative diabetic retinopathy (NPDR) and PDR for mass spectrometry analysis. Metabolomic profiling revealed that the ceramide levels were significantly elevated in NPDR and further increased in PDR compared with control patients. In vitro analyses showed that the ACER2 overexpression retarded endothelial barrier breakdown induced by ceramide, while silencing of ACER2 further disrupted the injury. Moreover, intravitreal injection of the recombinant ACER2 adeno-associated virus rescued diabetes-induced vessel leakiness, inflammatory response, and neurovascular disease in diabetic mouse models. Together, this study revealed a new diabetes-specific retinal EC population and a negative feedback regulation pathway that reduces ceramide content and endothelial dysfunction by upregulating ACER2 expression. These findings provide insights into cell-type targeted interventions for diabetic retinopathy.
2024-01-01 | GSE243100 | GEO