Single-cell RNASeq analysis of human retinal organoids generated from hiPSC derived of a healthy donor patient
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE174215 | GEO | 2022/09/01
REPOSITORIES: GEO
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Project description:To comprehensively profile cell types in the human retina, we performed single cell RNA-sequencing on 20,009 cells obtained post-mortem from three donors and compiled a reference transcriptome atlas. Using unsupervised clustering analysis, we identified 18 transcriptionally distinct clusters representing all known retinal cells: rod photoreceptors, cone photoreceptors, Müller glia cells, bipolar cells, amacrine cells, retinal ganglion cells, horizontal cells, retinal astrocytes and microglia.
2019-08-21 | E-MTAB-7316 | biostudies-arrayexpress
Project description:Methods: Profiles of individual human retinal organoids (HRO) at 150, 200 and 250 days of development days were treated for 10 days with HBEGF and TNF, and compared to solvent controls (CTRL). N=6 HROs per timepoint and variable. Single-end sequencing with 30 Mio reads per sample was performed at a length of 75 bases on HiSeq2500 (Illumina). The sequence reads that passed quality filters were analyzed at the transcripts level. Results: Our data independently confirms that this protocol provides HROs with macular-like characteristics and shows low baseline variabilities for rods, cones and Müller glia. These features might be key for disease modeling, since most animal models lack a macula, and most other organoid protocols have low cone cell numbers. We found a significant reduction in the number of rod and cone photoreceptor cells after 10 days after HBEGF-TNF (HT) treatment. Specifically, some photoreceptors show pathologic changes, and some are apically displaced, with their nuclei protruding into or passing out of the retina. Histopathologic changes indicate photoreceptor extrusion of viable or dying cones and rods as a pathomechanism. Notably, photoreceptor displacement through the apical retinal border, and thus ectopy in the region of photoreceptor inner and outer segments, has been described in patients and animal models. In controls, photoreceptors were highly ordered, interspersed and interconnected with each other and with Müller glia processes, and these cell connections make up the outer limiting membrane. Upon HT, glial processes expanded in size, extended laterally along the retinal circumference, and replaced or covered photoreceptors over large areas – forming a seal-like glial scar. Taken together, HT induces photoreceptor degeneration via cell extrusion in conjunction with reactive gliosis, glial proliferation, retinal thickening/dyslamination, and glial seal-like scar formation, which reproduces a complex outer retinal atrophy. Interestingly, our transcriptome data revealed distinct gene expression patterns supporting our histological phenotype, specifically, cone and rod degeneration, reactive gliosis, glial proliferation, and photoreceptor cell extrusion. Conclusions: We show that combined application of HBEGF and TNF, two neuropathology associated factors, is sufficient to induce a complex human retinal pathology. We discovered cone and rod cell extrusion as a pathomechanism for photoreceptor degeneration and a potential interrelationship with glial pathologies. Pharmacological inhibitor experiments support this, and PIEZO1 and MAPK signaling as untapped therapeutic targets, even for complex pathologies. Thus, our model provides mechanistic access to several pathologic processes as well as pathogenic functions of inflammation and biomechanics.
2022-09-05 | GSE146641 | GEO
Project description:The rapid improvements in single cell sequencing technologies and analyses methods afford greater scope for dissecting organoid cultures composed of multiple cell types and create an opportunity to interrogate these models to understand tissue biology, cellular behaviour and interactions. To this end, retinal organoids generated from human embryonic stem cells (hESCs) were analysed by single cell RNA-Sequencing at three time points of differentiation. Combinatorial data from all time points revealed the presence of nine clusters, five of which corresponded to key retinal cell types, namely retinal pigment epithelium (RPE), retinal ganglion cells (RGCs), cone and rod photoreceptors and Müller glia cells. The remaining four clusters expressed genes typical of mitotic cells, extracellular matrix (ECM) components and those involved in retinal homeostasis. The cell clustering analysis revealed the decreasing presence of mitotic cells and RGCs, formation of a distinct RPE cluster, the emergence of cone and rod photoreceptors from photoreceptor precursors and an increasing number of Müller Glia cells over time. The pseudotime analysis resembled the order of cell birth during retinal development, with the mitotic cluster commencing the trajectory and the large majority of Müller glia being the latest. Together, these data demonstrate the feasibility and potential of single cell RNA-Seq to dissect the inherent complexity of the organoids and the orderly birth of key retinal cell types.
2018-12-19 | GSE119893 | GEO
Project description:Rod and cone photoreceptors in mammalian retina are generated from common pool(s) of neuroepithelial progenitors. NRL, CRX and NR2E3 are key transcriptional regulators that control photoreceptor differentiation. Mutations in NR2E3, a rod-specific orphan nuclear receptor, lead to loss of rods, increased density of S-cones, and supernormal S-cone-mediated vision in humans. To better understand its in vivo function, NR2E3 was expressed ectopically in the Nrl-/- retina, where post-mitotic precursors fated to be rods develop into functional S-cones similar to the human NR2E3 disease. Expression of NR2E3 in the Nrl-/- retina completely suppressed cone differentiation and resulted in morphologically rod-like photoreceptors, which were not functional. Gene profiling of FACS-purified photoreceptors confirmed the role of NR2E3 as a strong suppressor of cone genes and an activator of a subset of rod genes (including rhodopsin) in vivo. Ectopic expression of NR2E3 in cone precursors and differentiating S-cones of wild type retina also generates rod-like cells. The dual regulatory function of NR2E3 is not dependent upon the presence of NRL and/or CRX, but on the timing and level of its expression. Our studies reveal a critical role of NR2E3 in establishing functional specificity of post-mitotic photoreceptor precursors during retinal neurogenesis. Keywords: genetic modification
2006-08-18 | GSE5338 | GEO
Project description:In inherited retinal disorders such as retinitis pigmentosa (RP), rod photoreceptor-specific mutations cause primary rod degeneration that is followed by secondary cone death and loss of high-acuity vision. Mechanistic studies of retinal degeneration are challenging because of retinal heterogeneity. Moreover, the detection of early cone responses to rod death is especially difficult due to the paucity of cones in the retina. To resolve heterogeneity in the degenerating retina and investigate events in both types of photoreceptors during primary rod degeneration, we utilized droplet-based single-cell RNA sequencing in an RP mouse model, rd10.
2022-04-13 | GSE183206 | GEO
Project description:Cone photoreceptors are the primary initiator of visual transduction in the human retina. Dysfunction or death of rod photoreceptors precedes cone loss in many retinal and macular degenerative diseases, suggesting a rod-dependent trophic support for cone survival. Rod differentiation and homeostasis are dependent on the basic motif leucine zipper transcription factor NRL. The loss of Nrl in mice (Nrl-/-) results in a retina with predominantly S-opsin containing cones that exhibit molecular and functional characteristics of WT cones. Here we report that Nrl-/- retina undergoes a rapid but transient period of degeneration in early adulthood, with cone apoptosis, retinal detachment, alterations in retinal vessel structure, and activation and translocation of retinal microglia. However, cone degeneration stabilizes by four months of age, resulting in a thinned but intact outer nuclear layer with residual cones expressing S- and M-opsins and a preserved photopic ERG. At this stage, microglia translocate back to the inner retina and reacquire a quiescent morphology. Gene profiling analysis during the period of transient degeneration reveals misregulation of stress response and inflammation genes, implying their involvement in cone death. The Nrl-/- retina illustrates the long-term viability of cones in the absence of rods and may serve as a model for elucidating mechanisms of cone homeostasis and degeneration that would be relevant to understanding diseases of the cone-dominant human macula. Targets were generated from a pair of retinas (one Nrl-/- mouse) per biological replicate. Four biological replicates were generated for each of the five aging timepoints (1, 2, 4, 6, and 10 months post natal).
2011-11-15 | E-GEOD-33674 | biostudies-arrayexpress
Project description:Both rod and cone photoreceptors are critical for mammalian vision yet they have important functional differences. In this study, we investigate patterns of DNA methylation and chromatin accessibility in mouse rods and cones. Unexpectedly, we find that a substantial fraction of hypo-methylated regions in the rod methylome are in inaccessible chromatin. These regions show marks of active regulatory regions earlier in neuronal development and could remain undermethylated in adult rods due to their highly compact chromatin. We further identify rod- and cone-enriched regions of accessible chromatin that correspond with cell type-specificity of nearby photoreceptor gene expression. We predict novel DNA signatures of rod and cone specificity and show that NR2E3 function is necessary for rods to gain their complete ensemble of epigenomic features. Taken together, our data capture the epigenomic landscapes of retinal rods and cones, including differences relevant to chromatin structure and photoreceptor biology.
2016-03-07 | GSE72550 | GEO
Project description:Rod and cone photoreceptors in mammalian retina are generated from common pool(s) of neuroepithelial progenitors. NRL, CRX and NR2E3 are key transcriptional regulators that control photoreceptor differentiation. Mutations in NR2E3, a rod-specific orphan nuclear receptor, lead to loss of rods, increased density of S-cones, and supernormal S-cone-mediated vision in humans. To better understand its in vivo function, NR2E3 was expressed ectopically in the Nrl-/- retina, where post-mitotic precursors fated to be rods develop into functional S-cones similar to the human NR2E3 disease. Expression of NR2E3 in the Nrl-/- retina completely suppressed cone differentiation and resulted in morphologically rod-like photoreceptors, which were not functional. Gene profiling of FACS-purified photoreceptors confirmed the role of NR2E3 as a strong suppressor of cone genes and an activator of a subset of rod genes (including rhodopsin) in vivo. Ectopic expression of NR2E3 in cone precursors and differentiating S-cones of wild type retina also generates rod-like cells. The dual regulatory function of NR2E3 is not dependent upon the presence of NRL and/or CRX, but on the timing and level of its expression. Our studies reveal a critical role of NR2E3 in establishing functional specificity of post-mitotic photoreceptor precursors during retinal neurogenesis. Experiment Overall Design: We mated the Crx::Nr2e3/Nrlko mice with the Nrl::GFP transgenic mice, in which the expression of GFP is driven by an Nrl promoter. Mouse retinas were dissected at 4 wk. GFP+ photoreceptors were enriched by FACS (FACSAria, BD Biosciences, Franklin Lakes, NJ). RNA was extracted from 1~5x105 flow-sorted cells using Trizol (Invitrogen). Total RNA (40-60 ng) was used for linear amplification with Ovation Biotin labeling system (Nugen), and 2.75 ug of biotin-labeled fragmented cDNA was hybridized to mouse GeneChips MOE430.2.0 (Affymetrix) having 45,101 probesets (corresponding to over 39,000 transcripts, and 34,000 annotated mouse genes). Experiment Overall Design: Four independent samples were used at 4 weeks. We normalized Experiment Overall Design: Crx::Nr2e3/Nrl-ko-Gfp data along with Nrl-ko-Gfp 4 weeks samples ( 4 replicates, refer to Series submission GSE4051). The normalized data was then subjected to two stage analysis based on False Discovery Rate Confidence Interval (FDR-CI) for screening differentially expressed genes (24, 27) with a minimum fold change of 4.
2008-06-13 | E-GEOD-5338 | biostudies-arrayexpress
Project description:Differentiation of distinct neurons in the developing retina is controlled by combinatorial action of a small subset of transcription factors and signalling molecules. Protein inhibitor of activated STAT3 (PIAS3) has been implicated in guiding the specification of both rod and cone photoreceptors through posttranslational modification of key retinal transcription factors. To investigate its role during retinal development, we deleted exon 2-5 of the mouse Pias3 gene, which resulted in complete loss of the PIAS3 protein. Pias3-/- mice did not exhibit any overt phenotype, and retinal lamination appeared normal by histology even at 18 months. We detected reduced photopic b-wave amplitude by electroretinography (ERG) analysis following green light stimulation of Pias3-/- retina at postnatal day (P) 21, suggesting a compromised visual response of medium wavelength (M) cones. No change was evident in response of short wavelength (S) cones or rod photoreceptors until 7 months. Immunohistochemistry demonstrated altered distribution of cone photoreceptors as revealed by increased S-opsin expression in the M-cone dominant dorsal retina. Transcriptome profiling of P21 and 18-month old Pias3-/- retina revealed aberrant expression of genes associated with photoreceptor function. Our studies suggest redundancy in SUMOylation-associated transcriptional control mechanisms and identify a specific though limited role of PIAS3 in modulating spatial patterning and optimal function of cone photoreceptor subtypes in the mouse retina.
2017-05-29 | GSE94011 | GEO
Project description:Cone and rod photoreceptors in human enable daytime color and nighttime dark vision respectively and abnormality in photoreceptor development results in blindness. However, when and how the two photoreceptors are fate-determined during development is largely unknown. Herein, we established a cell atlas for human photoreceptor development, based on single-cell transcriptomic profiling of engineered human retinal organoids engineered to trace the photoreceptor lineages during developmentto monitor the photoreceptor lineages during development. For the first time, we demonstrated the subtypes of photoreceptor precursors based on unsupervised clustering of single-cell transcriptomesbifurcation of cell fate in the photoreceptor precursors, withwith the conespecific expression of molecular marker gene PDE6H ands for cone precursor and rod marker gene NR2E3 differentially expressed among others precursor. Further dissection of transcriptional segregation of the two precursors uncovered PHLDA1 as an intrinsic regulator intrinsic regulator in the fate bifurcation of of the rod-related gene networksphotoreceptor subtypes. Photoreceptor precursors with decreased PHLDA1 yield more cones while reduced the number of rods. The PHLDA1-mediated modification of cell fate can be directed downstream of IGF1 signaling, and exhibited an inhibitory effect on AKT phosphorylation which was associated with cone differentiation., which directed the downstream effects of IGF1 to promote the rod differentiation. Collectively, our data identified PHLDA1 as a novel regulator of fate determination of photoreceptors at the precursor stage, andour study shed lights on the cellular and molecular mechanisms of human photoreceptor precursor specification, and provided a framework to study mechanisms of cell fate determination of human retinal cells.
2023-09-14 | GSE181737 | GEO