Unique molecular signatures of microRNAs in ocular fluids and plasma in diabetic retinopathy
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PROVIDER: PRJNA591572 | ENA |
REPOSITORIES: ENA
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Project description:PURPOSE: To investigate the circulatory microRNA (miRNA) profiles of aqueous, vitreous, and plasma in order to identify biomarkers in aqueous humor or plasma that are reflecting changes in vitreous of patients with diabetes. METHODS: Aqueous, vitreous and plasma samples were collected from a total of 27 patients - 11 controls (macular pucker or macular hole patients) and 16 patients with diabetes mellitus (DM) undergoing vitreoretinal surgery: DM-Type I with proliferative diabetic retinopathy (PDR) (DMI-PDR), DM Type II with PDR (DMII-PDR) and DM Type II with nonproliferative DR (DMII-NPDR). MiRNAs were isolated using Qiagen microRNeasy kit, quantified on BioAnalyzer, labeled with FlashTag kit, and profiled on Affymetrix GeneChip miRNA 3.0 microarrays. Data analysis was done using Expression Console (EC), Transcriptome Analysis Console (TAC), and Ingenuity Pathway Analysis (IPA) software. RESULTS: Our comparison of circulatory miRNA population of aqueous and vitreous humor and plasma showed that out of total of 847 human miRNA probes on the Affymetrix GeneChip miRNA 3.0 we found common miRNAs for both aqueous and vitreous samples, as well as larger number of unique miRNA, dependent on the DM type and presence of retinopathy. Most of the dysregulated miRNAs in aqueous and vitreous of DM patients were upregulated, while in plasma, most of the DM-specific miRNAs were downregulated. Dysregulation of miRNAs in aqueous generally do not appear to be a good representative of the miRNA abundance in vitreous, or plasma, although we did identify a few candidates for common biomarkers: let-7b, miR-320b, miR-762 and miR-4488. Additionally, each of the DR subtypes showed a set of miRNA that is uniquely dysregulated in each fluid, for example in aqueous samples for DMII-NPDR it was miR-455-3p, for DMII-PDR was miR-296, and for DMI-PDR it was miR-3202. Pathway analysis identified TGF-beta and VEGF pathways as the common targets for miRNAs dysregulated in DR aqueous and vitreous. CONCLUSIONS: The comparative profiling of circulatory miRNAs in aqueous, vitreous, and plasma showed that a small number of circulatory miRNAs displayed differential presence in controls vs. diabetic retinopathy. A pattern is emerging of sets of miRNA that are common or uniquely dysregulated in the blood plasma or ocular fluids of DR subtypes, offering promise for the use of ocular fluids and plasma for identifying diagnostic and therapeutic targets.
2020-06-27 | GSE140959 | GEO
Project description:The main objective of this pilot study was to identify circulatory microRNAs in aqueous or plasma that were reflecting changes in vitreous of diabetic retinopathy patients. Aqueous, vitreous and plasma samples were collected from a total of 27 patients undergoing vitreoretinal surgery: 11 controls (macular pucker or macular hole patients) and 16 with diabetes mellitus(DM): DM-Type I with proliferative diabetic retinopathy(PDR) (DMI-PDR), DM Type II with PDR(DMII-PDR) and DM Type II with nonproliferative DR(DMII-NPDR). MicroRNAs were isolated using Qiagen microRNeasy kit, quantified on BioAnalyzer, and profiled on Affymetrix GeneChip miRNA 3.0 microarrays. Data were analyzed using Expression Console, Transcriptome Analysis Console, and Ingenuity Pathway Analysis. The comparison analysis of circulatory microRNAs showed that out of a total of 847 human microRNA probes on the microarrays, common microRNAs present both in aqueous and vitreous were identified, and a large number of unique microRNA, dependent on the DM type and severity of retinopathy. Most of the dysregulated microRNAs in aqueous and vitreous of DM patients were upregulated, while in plasma, they were downregulated. Dysregulation of miRNAs in aqueous did not appear to be a good representative of the miRNA abundance in vitreous, or plasma, although a few potential candidates for common biomarkers stood out: let-7b, miR-320b, miR-762 and miR-4488. Additionally, each of the DR subtypes showed miRNAs that were uniquely dysregulated in each fluid (i.e. aqueous: for DMII-NPDR was miR-455-3p; for DMII-PDR was miR-296, and for DMI-PDR it was miR-3202). Pathway analysis identified TGF-beta and VEGF pathways affected. The comparative profiling of circulatory miRNAs showed that a small number of them displayed differential presence in diabetic retinopathy vs. controls. A pattern is emerging of unique molecular microRNA signatures in bodily fluids of DR subtypes, offering promise for the use of ocular fluids and plasma for diagnostic and therapeutic purposes.
| S-EPMC7373301 | biostudies-literature
Project description:Long noncoding RNA (lncRNA) in plasma exosomes is a potential non-invasive diagnostic biomarker for diabetic retinopathy (DR). However, the changes in plasma exosomal lncRNAs and diagnostic relevance in patients with DR patients remain unclear. A case–control study with type 2 diabetes mellitus (T2DM) and patients with comorbid DR were enrolled, and their clinical information and blood samples were collected.
2022-09-06 | GSE212594 | GEO
Project description:The development of diabetic retinopathy is well characterized on a histological level. Early vascular alterations involve the loss of pericytes. Earlier mechanisms leading to the phenotype of diabetic retinopathy, which involves the complete neurovascular unit, are not yet fully understood. The gene expression data presented here is derived from microarrays and gives further insights into early genetic regulation in incipient diabetic retinopathy.
2019-01-17 | GSE111465 | GEO
Project description:To compare the circRNA expression profile of diabetic retinopathy with that of diabetes mellitus and controls, peripheral blood mononuclear cell samples were obtained and extracted from healthy controls and diabetes mellitus patients (with or without diabetic retinopathy). CircRNA Capital Bio Technology Human CircRNA Array v2 was performed to detect circRNA expression profiles. To further check differentiate circRNA, qRT_PCR assay was performed to detect the level of 5 candidates.
2022-01-21 | GSE193974 | GEO
Project description:Purpose: The purpose of this study was to identify cigarette smoke (CS) induced changes in circulatory microRNA (miRNA) in the plasma and ocular fluids of the Rhesus macaque and compare them to normal age-related changes, with the ultimate goal to develop an animal model of early dry age-related macular degeneration (AMD). AMD is a blinding disease having both genetic and environmental components, with cigarette smoke exposure (CS) as the leading environmental risk factor. Methods: All Rhesus macaques were housed at the California National Primate Research Center (CNPRC) at UC Davis. We used 6 animals of the same gender per group: Group 1 (young, 2-4 years old), Group 2 (old, 20-25 years old), Group 3 (middle aged, 9-12 years old) and Group 4 (9-12 years old, exposed to smoke for 1 month). Group 4 macaques were clinically assessed prior to and following CS exposure. Ocular fluids and plasma samples were collected, miRNA isolated, and expression data obtained from Affymetrix miRNA GeneTitan Array Plates 4.0, followed by bioinformatics analysis on Affymetrix Expression Console (EC) and Transcriptome Analysis Software (TAS), and using ANOVA. Results: Statistically significant changes were seen in miRNA populations in ocular fluids and plasma. In the plasma samples, 45 miRNAs were strongly upregulated (Fold Change >+/-1.5, p<0.05) upon CS exposure, while in aging monkeys different miRNAs in plasma were affected, and downregulated. In the vitreous, 3 miRNAs were downregulated in animals exposed to CS, intriguing enough two of them (miR-6794 and miR-6790) were the same ones downregulated with age. Retinal imaging using OCT did not show any significant changes in retinal thickness. Cotinine assays showed that animals received on average dose of 50-60 ng/ml cotinine, a marker for significant CS exposure. Conclusions: One month of CS exposure of Rhesus macaques resulted in significant changes of expression of circulatory miRNAs. We identified several CS related miRNA changes that are plasma or ocular fluid-specific. Healthy aging changes of miRNAs populations were different from the CS exposure induced changes in plasma, while the ones in vitreous were similar. This data will be utilized to develop an animal model of early dry AMD, using a monkey model exposed to CS.
2019-05-17 | GSE108951 | GEO
Project description:The goal of the study was to identify genes whose aberrant expression can contribute to diabetic retinopathy. We determined differential response in gene expression to high glucose in lymphoblastoid cell lines derived from matched type 1 diabetic individuals with and without retinopathy. Those genes exhibiting the largest difference in glucose response between diabetic subjects with and without retinopathy were assessed for association to diabetic retinopathy utilizing genotype data from a meta-genome-wide association study. All genetic variants associated with gene expression (expression QTLs; eQTLs) of the glucose response genes were tested for association with diabetic retinopathy. We detected an enrichment of the glucose response gene eQTLs among small association p-values for diabetic retinopathy. Among these, we identified FLCN as a susceptibility gene for diabetic retinopathy. Expression of FLCN in response to glucose is greater in individuals with diabetic retinopathy compared to diabetic individuals without retinopathy. Three large, independent cohorts of diabetic individuals revealed an enhanced association of FLCN eQTL to diabetic retinopathy. Mendelian randomization confirmed a direct positive effect of increased FLCN expression on retinopathy in diabetic individuals. Together, our studies integrating genetic association and gene expression implicate FLCN as a disease gene in diabetic retinopathy.
2020-03-10 | GSE146615 | GEO
Project description:Diabetic nephropathy and diabetic retinopathy are related. We used scRNA-seq and RNA-seq to analyze the cellular linkage between them.
2023-08-15 | GSE204880 | GEO
Project description:Identification of tear fluid biomarkers may offer a non-invasive strategy for detecting diabetic patients with increased risk of developing diabetic retinopathy (DR) or increased disease progression, thus helping both improving diagnostic accuracy and understanding the pathophysiology of the disease. The goal of this study was to characterize the proteomic profile of human tear fluid and examine changes in proteins expression in different stages of diabetic retinopathy.
2022-05-31 | PXD033101 | Pride
Project description:Pathologic ocular angiogenesis is a common cause of blindness in proliferative retinopathy. Small non-coding RNAs (sncRNAs) play critical roles in normal development and diseases, and their function in eye diseases and angiogenesis are increasingly recognized. In the present study, we aimed to identify the function and therapeutic potential of sncRNAs in retinopathy. We used microarray to analyze the retinal expression profile of sncRNAs in a mouse oxygen-induced retinopathy (OIR) model that mimic human proliferative retinopathy.
2017-02-10 | GSE84303 | GEO