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GENE EXPRESSION WITHIN A HUMAN CHOROIDAL NEOVASCULAR MEMBRANE USING SPATIAL TRANSCRIPTOMICS

ABSTRACT: Purpose: The goals of this study were to identify expression patterns in human macular neovascularization with spatial transcriptomics Methods: Independent libraries were prepared two human donors: one with macular neovascularation (MNV) and one healthy control. Three tissue sections were taken from the MNV donor and two from the control donor. From the right eyes of both donors, a 4 mm diameter macular punch was collected centered on the fovea centralis, as was a 4 mm peripheral punch approximately 12 mm superotemporal from the macula. Both central and peripheral punches (spanning retina, choroid and sclera) were placed in optimal cutting temperature compound (OCT) and were rapidly snap frozen in liquid nitrogen and stored at -80C. Final libraries were sequenced on an Illumina NovaSeq system. Sequenced reads were mapped to the human genome build hg38 with CellRanger(v7.0.0). Feature selection was performed with the variance stabilizing transformation with Seurat (v4). Results: Spots from the MNV and control donor were deconvoluted with CSIDE, which estimated the percent RNA contribution to each spot from different cell types. Differential expression was performed between the MNV and control donors. Within the area of neovascularization, endothelial cells were predicted to increase expression of genes related to Rho family GTPase signaling and integrin signaling. Likewise, VEGF and TGFB1 were identified as potential upstream regulators that could drive the observed gene expression changes produced by endothelial and retinal pigment epithelium cells in the macular neovascularization donor. Conclusions: Overall, this study spatially analyzes gene expression across the retina, retinal pigment epithelium, and choroid in health and describes a set of candidate molecules that become dysregulated in macular neovascularization.

ORGANISM(S): Homo sapiens

PROVIDER: GSE234047 | GEO | 2023/08/07

REPOSITORIES: GEO

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Project description:Purpose: The goals of this study were to identify cell specific expression patterns of the retinal pigment epithelium (RPE) and a variety of choroidal cell types originating from the macula and the periphery of human donor eyes, with a particular emphasis on identifying expression signatures of choroidal endothelial cells. Methods: Independent libraries were prepared for macular and peripheral samples of combined RPE/choroid from seven donors in two single cell sequencing experiments. In the first experiment, 8-mm macular and peripheral punches of RPE/choroid from Donors 1-3 were digested in papain prior to cryopreservation and subsequent GEM barcoding/library construction. Donors 1-2 had no noted ophthalmologic disease documented, while Donor 3 was diagnosed with age-related macular degeneration. In the second experiment, 12-mm macular and peripheral punches of RPE/choroid from Donors 4-7 were digested in collagenase II prior to cryopreservation, CD31-magentic bead enrichment and subsequent GEM barcoding/library construction. Donors 5-7 had no noted ophthalmologic disease documented, while Donor 4 was diagnosed with age-related macular degeneration. In both experiments, 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 (v3.0.2). Results: In the first experiment with unenriched RPE/choroid from donors 1-3, we recovered 4,355 cells post filtering with 40,177,477 corresponding reads. A total of 2,167 cells originated from the macula and 2,168 cells originated from the periphery. A total of 11 clusters were identified, and highly enriched genes in each cluster were used to classify clusters into their presumed dominant cell type. Differential expression analysis was performed between cells of macular and peripheral origin in each cluster and between donors with and without a history of age-related macular degeneration. Results: In the second experiment with CD31-enriched RPE/choroid from donors 4-7, we recovered 14,234 cells post filtering with 135,742,297 corresponding reads. A total of 7,647 cells originated from the macula and 6,587 cells originated from the periphery. A total of 8,521 of these cells were presumed endothelial cells. A total of 13 clusters were identified, and highly enriched genes in each cluster were used to classify clusters into their presumed dominant cell type(s). Differential expression analysis was performed between cells of macular and peripheral origin in each cluster and between donors with and without a history of age-related macular degeneration. Within each of the endothelial clusters (Clusters 5-8), differential expression analysis was performed between each cluster and the remaining endothelial cells. Conclusions: This study provides a large atlas of single-cell level gene expression patterns of the human retinal pigment epithelium and choroidal cell types. We identify expression patterns of most expected choroidal cell populations and describe macular versus peripheral regional differences. We additionally identify enriched transcripts in specific cell populations in age-related macular degeneration. We characterize gene expression patterns along the choroidal vascular tree, and identify populations of arterial, capillary, and venous endothelial cells. Our results show that single-cell sequencing can be performed on human RPE/choroid after cryopreservation, and that CD31 magnetic bead enrichment can be employed to enrich for endothelial cells for single-cell sequencing.

Project description:Proper spatial differentiation of retinal cell types is necessary for normal human vision. Many retinal diseases, such as Best disease and male germ cell associated kinase (MAK)-associated retinitis pigmentosa, preferentially affect distinct topographic regions of the retina. While much is known about the distribution of cell types in the retina, the distribution of molecular components across the posterior pole of the eye has not been well-studied. To investigate regional difference in molecular composition of ocular tissues, we assessed differential gene expression across the temporal, macular, and nasal retina and retinal pigment epithelium (RPE)/choroid of human eyes using RNA-Seq. RNA from temporal, macular, and nasal retina and RPE/choroid from four human donor eyes was extracted, poly-A selected, fragmented, and sequenced as 100 bp read pairs. Digital read files were mapped to the human genome and analyzed for differential expression using the Tuxedo software suite. Retina and RPE/choroid samples were clearly distinguishable at the transcriptome level. Numerous transcription factors were differentially expressed between regions of the retina and RPE/choroid. Photoreceptor-specific genes were enriched in the peripheral samples, while ganglion cell and amacrine cell genes were enriched in the macula. Within the RPE/choroid, RPE-specific genes were upregulated at the periphery while endothelium associated genes were upregulated in the macula. Consistent with previous studies, BEST1 expression was lower in macular than extramacular regions. The MAK gene was expressed at lower levels in macula than in extramacular regions, but did not exhibit a significant difference between nasal and temporal retina. The regional molecular distinction is greatest between macula and periphery and decreases between different peripheral regions within a tissue. Datasets such as these can be used to prioritize candidate genes for possible involvement in retinal diseases with regional phenotypes. Reprinted from <a href="https://www.ncbi.nlm.nih.gov/pubmed/?term=25446321">Whitmore, S.S., Wagner, A.H., DeLuca, A.P., Drack, A.V., Stone, E.M., Tucker, B.A., Zeng, S., Braun, T.A., Mullins, R.F., Scheetz, T.E., 2014. Transcriptomic analysis across nasal, temporal, and macular regions of human neural retina and RPE/choroid by RNA-Seq. Experimental Eye Research</a>. Used under <a href="http://creativecommons.org/licenses/by-nc-sa/3.0/">Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported </a>license. Additional RNA sequencing was performed on temporal, macular, nasal, inferior, and superior retina from a fifth subject and is included in this dataset. See original publication for details.

Project description:The choroid is the vascular layer situated between the outer sclera and the inner retina. Together with the ciliary body and the iris it forms the uvea. Because of its rich blood supply it is also called the nutritive layer and it supplies oxygen and nutrition to the retinal pigment epithelium and the outer retina. Due to its vascular nature it acts as a heat sink and helps in thermoregulation within the eye. It also contains a pigment “melanin”, which absorbs excess light within the eye and prevents scattering. . The human choroid is thickest posteriorly where it measures 0.2 mm, whereas anteriorly it measures 0.1 mm.. The aim of this study was to characterize the choroid proteome to generate a resource for future studies on the choroid . The method used in this study combined bRPLC and LC-MS/MS analysis of the proteins isolated from the three cadaver samples of healthy donors. Subsequently, we classified the proteins based on gene ontology and pathway analysis. A total of 5,249 non redundant proteins were identified in the human choroid. Gene ontology classification pinpointed proteins involved in protein metabolism, regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism, transport, cell growth and/or maintenance and immune response. Several proteins identified in normal choroid have previously been identified in human choroid where these proteins are related to glaucoma, ocular inflammation, toxoplasmic retinochoroiditis, diabetic retinopathy, open-angle glaucoma and Grave’s disease. The top canonical pathway in which the choroid proteins participated are EIF2 signaling, integrin signalling, mitochondrial dysfunction, regulation of eIF4 and p70S6K signaling and clathrin-mediated endocytosis signalling. Around 800 choroid proteins were related to infectious diseases. The results of this study illustrate the largest number of proteins identified in human choroid and may serve as a valuable resource for future investigations of choroid biology and disease. Proteomic analysis of choroid proteins could provide versatile information to understand choroidal functions and the underlying pathogenesis of choroidal pathologies.

Project description:Purpose: The goals of this study were to identify cell specific expression patterns from infant and aged choroid, with a particular emphasis on how endothelial gene expression changes with age. Methods: Independent libraries were prepared for infant and adult choroidal cells from four human donors. Macular and peripheral samples from single-cell donors 18-21 were acquired, analyzed, and uploaded in a previous experiment (GSE135922). In single-cell donors 22-25, new reads were acquired from a 12-mm macula-centered punch. Choroidal punches gently dissociated in collagenase II for 1 hours before cryopreservation. Thawed cells were enriched endothelial cells by incubating with anti-CD31-microbeads. Both CD31-positive and CD31-negative libraries from single-cell donors 22-25 were sequenced on an Illumina NovaSeq system. Sequenced reads were mapped to the human genome build hg19 with CellRanger(v3.0.1) and filtered to remove cells likely to be doublets or cells with a high proportion of mitochondrial reads. Libraries from single-cell donors 22-25 were aggregated with donors 18-21 using canonical correlation analysis. Feature selection was performed with the variance stabilizing transformation before integration was performed with Seurat (v3.0.1). Results: A total of 37,070 cells were recovered after filtering with 415,740,738 corresponding reads. A total of 17,229 cells were recovered from infant libraries while 19,841 cells were recovered from the adult libraries. Clusters were assigned to known choroidal cell types based on expression of distinguishing marker genes. Differential expression analysis identified genes enriched in each population of cells originating from infant versus adult libraries. Particular emphasis was given to genes enriched in infant choriocapillaris endothelial cells. Conclusions: This study provides a transcriptomic comparison of infant and aged human donor choroid at the bulk and single-cell levels. The aged choroid, in particular the aged vasculature, is enriched in pro-inflammatory genes.

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GENE EXPRESSION WITHIN A HUMAN CHOROIDAL NEOVASCULAR MEMBRANE USING SPATIAL TRANSCRIPTOMICS

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