Transcriptomic profiling of retinal cells reveals a subpopulation of microglia/macrophages expressing Rbpms marker of retinal ganglion cells (RGCs) that confound identification of RGCs
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PROVIDER: PRJNA952505 | ENA |
REPOSITORIES: ENA
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Project description:Analysis of retinal ganglion cells (RGCs) by scRNA-seq is emerging as a state-of-the-art method for studying RGC biology and subtypes, as well as for studying the mechanisms of neuroprotection and axon regeneration in the central nervous system (CNS). Rbpms has been established as a pan-RGC marker, and Spp1 has been established as an αRGC type and macrophage marker. Here, we analyzed by scRNA-seq retinal microglia and macrophages, and found Rbpms+ subpopulations of retinal microglia/macrophages, which pose a potential pitfall in scRNA-seq studies involving RGCs. We performed comparative analysis of cellular identity of the presumed RGC cells isolated in recent scRNA-seq studies, and found that Rbpms+ microglia/macrophages confounded identification of RGCs. We also showed using immunohistological analysis that, Rbpms protein localizes to stress granules in a subpopulation of retinal microglia after optic nerve injury, which was further supported by bioinformatics analysis identifying stress granule-associated genes enriched in the Rbpms+ microglia/macrophages. Our findings suggest that the identification of Rbpms+ RGCs by immunostaining after optic nerve injury should exclude cells in which Rbpms signal is restricted to a subcellular granule, and include only those cells in which the Rbpms signal is labeling cell soma diffusely. Finally, we provide solutions for circumventing this potential pitfall of Rbpm-expressing microglia/macrophages in scRNA-seq studies, by including in RGC and αRGC selection criteria other pan-RGC and αRGC markers.
2023-05-23 | GSE228986 | GEO
Project description:Retinal ganglion cells (RGCs) are the sole output neurons conveying visual stimuli from the retina to the brain and the dysfunction or loss of RGCs is the primary determinant of visual loss in traumatic and degenerative ocular conditions. Currently, there is a lack of RGC-specific Cre mouse lines that serve as invaluable tools for manipulating genes in RGCs and studying the genetic basis of RGC diseases. The RNA-binding protein with multiple splicing (RBPMS) is identified as the specific marker of all RGCs. Here, we report the generation and characterization of a knock-in mouse line in which a P2A-CreERT2 coding sequence is fused in-frame to the C-terminus of endogenous RBPMS, allowing the co-expression of RBPMS and CreERT2. The inducible Rbpms-CreERT2 mice exhibited a high recombination efficiency in activating the expression of tdTomato reporter gene in nearly all adult RGCs as well as in differentiated RGCs starting at E13.5. Additionally, heterozygous Rbpms-CreERT2 knock-in mice showed no detectable defect in the retinal structure, visual function and transcriptome. Altogether, our results demonstrated that the Rbpms-CreERT2/+ knock-in mouse can serve as a powerful and highly desired genetic tool for lineage tracing, genetic manipulation, retinal physiology study and ocular disease modeling in RGCs.
2023-08-21 | GSE232726 | GEO
Project description:Since retinal ganglion cells (RGCs) do not regenerate after injury, RGC replacement therapy could provide an approach to vision restoration in glaucoma and other optic neuropathies. Here we developed a rapid protocol for direct induction of RGC (iRGC) differentiation from human iPSCs and ESCs in less than two weeks, by overexpression of NGN2 in RGC survival-promoting medium supplemented with a Notch inhibitor. Neuronal morphology and neurite growth were observed within one week of induction. Immunostaining and qRT-PCR for characteristic RGC-specific genes confirmed identity. Calcium imaging was used to evaluate iRGCs’ electrophysiologic maturation, and demonstrated GABA-induced excitatory calcium influx characteristic of immature RGCs. Using single cell-RNA sequencing (scRNA-seq) we further delineated iRGCs’ differentiation and compared iRGC transcriptomic profiles to fetal human and retinal organoid-derived RGCs. Unbiased clustering showed high similarities of transcriptomic profiles among iRGCs, early-stage fetal human RGCs and early-stage retinal organoid-derived RGCs. However, for some markers, including BRN3a, BRN3b and NEFL, iRGCs demonstrated expression patterns more similar to fetal RGCs than to retinal organoid RGCs. After intravitreal injection into rodent eyes, transplanted iRGCs survived and migrated into host retinas where they were detected one week and one month after transplant. Prior optic nerve trauma to the recipient host did not significantly enhance or detract from iRGC integration, but iRGCs protected host RGCs from neurodegeneration. Taken together, these data demonstrate rapid iRGC generation in vitro into an immature cell with high similarity to human fetal RGCs and capacity for retinal integration after transplant, including after optic nerve injury. The simplicity of this system may benefit translational studies on human RGCs.
2022-04-10 | GSE200452 | GEO
Project description:To gain a deeper insight into roles of Arid1a in injured retinal ganglion cells (RGCs), we performed ATAC-seq and RNA-seq to analyze the genome-wide changes of chromatin accessibility and transcriptome changes before and after Arid1a deletion in RGCs of the adult mouse using Cre-lox system.
2020-04-20 | GSE147844 | GEO
Project description:Through a comparative analysis of RGC subclasses exhibiting varying levels of resilience to cell death, based on cell-cell interaction analysis, we identified the Mu-opioid receptor, encoded by the Oprm1 gene, as a novel neuroprotective factor for pan-RGCs. Functionally and with the sequencing dataset deposited here, we validated Oprm1 as a neuroprotective factor for RGCs, by demonstrating that overexpression of Oprm1 in RGCs not only led to a markedly increased survival rate of RGCs following several different types of retinal injuries, but also significantly improved visually-guided perception behaviors.
2023-12-26 | GSE248537 | GEO
Project description:We report the genome-wide RNA sequencing changes to isolated retinal ganglion cells (RGCs) from immunopanned embryonic day 18 (E18) and early postnatal (P5) wildtype mouse retinas. We report the transcriptomic change associated with RGCs in a survival and regenerative state, and use gene-set enrichment analysis (GSEA) to predict the upstream transcription factors likely regulating these observed changes.
2022-10-04 | GSE156305 | GEO
Project description:Background: Modulation of mRNA splicing acts as an important layer of gene regulation, in addition to transcriptional regulation and epigenetic modifications. RNA binding proteins (RBPs) play essential roles in mediating RNA splicing and are key regulators of heart development and function. Our previous studies demonstrated that RBPMS (RNA-binding protein with multiple splicing) regulates cardiac development through modulating mRNA splicing during embryogenesis. Here we explored the postnatal function of RBPMS in the heart. Methods: We ablated Rbpms in the heart by generating a cardiac-specific knockout mouse line (Myh6-Cre, Rbpmsfl/fl), and evaluated its cardiac functions by histology, echocardiography, and gene expression. Paired-end RNA sequencing and RT-PCR were performed to identify and validate splicing targets of RBPMS in adult mouse hearts. Proximity-dependent Biotin Identification (BioID) assay and mass spectrometry analysis were performed to identify RBPMS binding partners. We also measured contractility and calcium fluxes in isolated mouse cardiomyocytes, and contractile forces of cardiac papillary muscle. Human induced pluripotent stem cell derived cardiomyocytes (hiPSC-CMs) were also used as a model to explore the influence of RBPMS on contractility of human cardiomyocytes. Results: he absence of Rbpms in the heart led to dilated cardiomyopathy (DCM) and heart failure, causing early death in mice. Mice with cardiac-specific knockout of Rbpms showed myocardium noncompaction with reduced cardiomyocyte number at the neonatal stage and developed DCM with pervasive myocardial fibrosis in adulthood. We found that RBPMS mediates a largely distinct RNA splicing profile in adult mouse hearts compared to neonatal hearts, indicating a stage-specific modulation of alternative RNA splicing by RBPMS. In adult hearts, RBPMS mainly influenced alternative splicing of genes associated with sarcomere structures and cardiomyocyte contraction, such as Ttn, Pdlim5 and Nexn, to generate new protein isoforms. In neonatal hearts, RBPMS influenced the splicing of cytoskeletal genes. RBMPS was associated with spliceosome factors and other RNA binding proteins that play important roles in the heart, such as RBM20 and GATA4. Importantly, we found that the absence of Rbpms caused severe cardiomyocyte contractile defects and reduced calcium sensitivity in both mouse and hiPSC-CMs. Our results demonstrated that Rbpms is crucial for postnatal cardiac function and cardiomyocyte contractility by regulating RNA alternative splicing. Conclusions: Loss of Rbpms in the heart causes reduced cardiomyocyte number and impaired cardiomyocyte contraction, leading to DCM and heart failure.
2023-11-03 | GSE218672 | GEO
Project description:Chrdl1 treatment promotes formation of synapses and GluA2-AMPAR recruitment in Retinal ganglion cell (RGC) cultures. Analysis of the transcriptome of RGCs with or without Chrdl1 treatment let us determine potential alterations in the expression of genes related to BMP signaling, or genes involved in excitatory synaptogenesis and AMPAR trafficking.
2018-10-29 | GSE108484 | GEO
Project description:Characterization of the DNA methylome in embryonic retina, retinal progenitors, and RGCs
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