Single-cell RNA-seq of corneal epithelial cells
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus Macaca fascicularis Homo sapiens
PROVIDER: GSE146276 | GEO | 2021/03/01
REPOSITORIES: GEO
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Project description:The transparent corneal epithelium in the eye is maintained through the homeostasis regulated by limbal stem cells, while the non-transparent epidermis relies on epidermal keratinocytes for renewal. Despite their cellular similarities, the precise cell fates of these two types of epithelial stem cells, which give rise to functionally distinct epithelia, remain unknown. We performed a multi-omics analysis of human limbal stem cells from the cornea and keratinocytes from the epidermis and characterized their molecular signatures, highlighting their similarities and differences. Through gene regulatory network analyses, we identified shared and cell type-specific transcription factors that define specific cell fates, and established their regulatory hierarchy. Single-cell RNA-seq analyses of the cornea and the epidermis confirmed these shared and cell type-specific transcription factors. Notably, the shared and limbal stem cell-specific transcription factors can cooperatively target genes associated with corneal opacity. Importantly, we discovered that FOSL2, a direct PAX6 target gene, is a novel candidate associated with corneal opacity, and it regulates genes implicated in corneal diseases. By characterizing molecular signatures, our study unveils the regulatory circuitry governing the limbal stem cell fate and its association with corneal opacity.
2023-09-22 | GSE206920 | GEO
Project description:The transparent corneal epithelium in the eye is maintained through the homeostasis regulated by limbal stem cells, while the non-transparent epidermis relies on epidermal keratinocytes for renewal. Despite their cellular similarities, the precise cell fates of these two types of epithelial stem cells, which give rise to functionally distinct epithelia, remain unknown. We performed a multi-omics analysis of human limbal stem cells from the cornea and keratinocytes from the epidermis and characterized their molecular signatures, highlighting their similarities and differences. Through gene regulatory network analyses, we identified shared and cell type-specific transcription factors that define specific cell fates, and established their regulatory hierarchy. Single-cell RNA-seq analyses of the cornea and the epidermis confirmed these shared and cell type-specific transcription factors. Notably, the shared and limbal stem cell-specific transcription factors can cooperatively target genes associated with corneal opacity. Importantly, we discovered that FOSL2, a direct PAX6 target gene, is a novel candidate associated with corneal opacity, and it regulates genes implicated in corneal diseases. By characterizing molecular signatures, our study unveils the regulatory circuitry governing the limbal stem cell fate and its association with corneal opacity.
2023-09-22 | GSE206918 | GEO
Project description:The transparent corneal epithelium in the eye is maintained through the homeostasis regulated by limbal stem cells, while the non-transparent epidermis relies on epidermal keratinocytes for renewal. Despite their cellular similarities, the precise cell fates of these two types of epithelial stem cells, which give rise to functionally distinct epithelia, remain unknown. We performed a multi-omics analysis of human limbal stem cells from the cornea and keratinocytes from the epidermis and characterized their molecular signatures, highlighting their similarities and differences. Through gene regulatory network analyses, we identified shared and cell type-specific transcription factors that define specific cell fates, and established their regulatory hierarchy. Single-cell RNA-seq analyses of the cornea and the epidermis confirmed these shared and cell type-specific transcription factors. Notably, the shared and limbal stem cell-specific transcription factors can cooperatively target genes associated with corneal opacity. Importantly, we discovered that FOSL2, a direct PAX6 target gene, is a novel candidate associated with corneal opacity, and it regulates genes implicated in corneal diseases. By characterizing molecular signatures, our study unveils the regulatory circuitry governing the limbal stem cell fate and its association with corneal opacity.
2023-09-22 | GSE206923 | GEO
Project description:The transparent corneal epithelium in the eye is maintained through the homeostasis regulated by limbal stem cells, while the non-transparent epidermis relies on epidermal keratinocytes for renewal. Despite their cellular similarities, the precise cell fates of these two types of epithelial stem cells, which give rise to functionally distinct epithelia, remain unknown. We performed a multi-omics analysis of human limbal stem cells from the cornea and keratinocytes from the epidermis and characterized their molecular signatures, highlighting their similarities and differences. Through gene regulatory network analyses, we identified shared and cell type-specific transcription factors that define specific cell fates, and established their regulatory hierarchy. Single-cell RNA-seq analyses of the cornea and the epidermis confirmed these shared and cell type-specific transcription factors. Notably, the shared and limbal stem cell-specific transcription factors can cooperatively target genes associated with corneal opacity. Importantly, we discovered that FOSL2, a direct PAX6 target gene, is a novel candidate associated with corneal opacity, and it regulates genes implicated in corneal diseases. By characterizing molecular signatures, our study unveils the regulatory circuitry governing the limbal stem cell fate and its association with corneal opacity.
2023-09-22 | GSE206922 | GEO
Project description:The transparent corneal epithelium in the eye is maintained through the homeostasis regulated by limbal stem cells, while the non-transparent epidermis relies on epidermal keratinocytes for renewal. Despite their cellular similarities, the precise cell fates of these two types of epithelial stem cells, which give rise to functionally distinct epithelia, remain unknown. We performed a multi-omics analysis of human limbal stem cells from the cornea and keratinocytes from the epidermis and characterized their molecular signatures, highlighting their similarities and differences. Through gene regulatory network analyses, we identified shared and cell type-specific transcription factors that define specific cell fates, and established their regulatory hierarchy. Single-cell RNA-seq analyses of the cornea and the epidermis confirmed these shared and cell type-specific transcription factors. Notably, the shared and limbal stem cell-specific transcription factors can cooperatively target genes associated with corneal opacity. Importantly, we discovered that FOSL2, a direct PAX6 target gene, is a novel candidate associated with corneal opacity, and it regulates genes implicated in corneal diseases. By characterizing molecular signatures, our study unveils the regulatory circuitry governing the limbal stem cell fate and its association with corneal opacity.
2023-09-22 | GSE236440 | GEO
Project description:The homeostasis of the transparent corneal epithelium in the eye is maintained by the proliferation and differentiation of limbal stem cells that possess the proper cell fate. A potential disease mechanism underlying corneal opacity has been proposed to be limbal stem cells acquiring the cell fate of keratinocytes in the non-transparent epidermis. In this study, we performed a multi-omics analysis of human limbal stem cells derived from the cornea and keratinocytes from the epidermal stratum basale and characterized the similar yet distinct molecular signatures of these cells. By gene regulatory network analysis, we identified cell fate defining transcription factors and their regulatory hierarchy that are shared by the two cell types and those that regulate specific epithelial programs. Our findings indicate that shared transcription factors often regulate limbal stem cell-specific transcription factors. Single-cell RNA-seq analysis of the cornea and the epidermis confirms the shared and specific transcription factor expression patterns in the stem cells of these tissues. Finally, we showed that genes associated with corneal opacity can cooperatively be targeted by the shared and limbal stem cell-specific transcription factors. By characterizing molecular signatures, our study uncovers the distinct regulatory circuitry controlling limbal stem cell fates and corneal opacity.
2023-09-22 | GSE242995 | GEO
Project description:The homeostasis of the transparent corneal epithelium in the eye is maintained by the proliferation and differentiation of limbal stem cells that possess the proper cell fate. A potential disease mechanism underlying corneal opacity has been proposed to be limbal stem cells acquiring the cell fate of keratinocytes in the non-transparent epidermis. In this study, we performed a multi-omics analysis of human limbal stem cells derived from the cornea and keratinocytes from the epidermal stratum basale and characterized the similar yet distinct molecular signatures of these cells. By gene regulatory network analysis, we identified cell fate defining transcription factors and their regulatory hierarchy that are shared by the two cell types and those that regulate specific epithelial programs. Our findings indicate that shared transcription factors often regulate limbal stem cell-specific transcription factors. Single-cell RNA-seq analysis of the cornea and the epidermis confirms the shared and specific transcription factor expression patterns in the stem cells of these tissues. Finally, we showed that genes associated with corneal opacity can cooperatively be targeted by the shared and limbal stem cell-specific transcription factors. By characterizing molecular signatures, our study uncovers the distinct regulatory circuitry controlling limbal stem cell fates and corneal opacity.
2023-09-22 | GSE242990 | GEO
Project description:Integrity of the cornea, the most anterior part of the eye is indispensable for vision. 45 million individuals are bilaterally blind and another 135 millions have severely impaired vision in both eyes because of loss of corneal transparency; treatments range from local medications to corneal transplants and more recently to stem cell therapy. The corneal epithelium is a squamous epithelium that is constantly renewing with a vertical turnover of seven to fourteen days in many mammals3. Identification of slow cycling cells (label-retaining cells or LRCs) in the limbus of the mouse has led to the notion that the limbus is the niche for the stem cells responsible for the long-term renewal of the cornea4; hence, the corneal epithelium is supposedly renewed by cells generated at and migrating from the limbus, in striking opposition to other squamous epithelia in which each resident stem cell has in charge a limited area of epithelium. Here, we show that the corneal epithelium of the mouse can be serially transplanted, is self-maintained and contains oligopotent stem cells with the capacity to generate goblet cells if provided with a conjunctival environment. In addition, the entire ocular surface of the pig, including the cornea, contains oligopotent stem cells (holoclones) with the capacity to generate individual colonies of corneal and conjunctival cells; hence, the limbus is not the only niche for corneal stem cells and corneal renewal is not different from other squamous epithelia. Experiment Overall Design: Expression profile difference between keratinocyte clones from conjunctiva and cornea (3 individual clones in each group)
2008-10-25 | E-GEOD-12604 | biostudies-arrayexpress
Project description:Integrity of the cornea, the most anterior part of the eye is indispensable for vision. 45 million individuals are bilaterally blind and another 135 millions have severely impaired vision in both eyes because of loss of corneal transparency; treatments range from local medications to corneal transplants and more recently to stem cell therapy. The corneal epithelium is a squamous epithelium that is constantly renewing with a vertical turnover of seven to fourteen days in many mammals3. Identification of slow cycling cells (label-retaining cells or LRCs) in the limbus of the mouse has led to the notion that the limbus is the niche for the stem cells responsible for the long-term renewal of the cornea4; hence, the corneal epithelium is supposedly renewed by cells generated at and migrating from the limbus, in striking opposition to other squamous epithelia in which each resident stem cell has in charge a limited area of epithelium. Here, we show that the corneal epithelium of the mouse can be serially transplanted, is self-maintained and contains oligopotent stem cells with the capacity to generate goblet cells if provided with a conjunctival environment. In addition, the entire ocular surface of the pig, including the cornea, contains oligopotent stem cells (holoclones) with the capacity to generate individual colonies of corneal and conjunctival cells; hence, the limbus is not the only niche for corneal stem cells and corneal renewal is not different from other squamous epithelia. Keywords: Cell type comparison
2008-08-29 | GSE12604 | GEO
Project description:Limbal stem cells (LSCs), known as corneal epithelial stem cells, are located at the basal epithelial layer of the corneal limbus and serve an important function in maintaining the homeostasis of the corneal epithelium. Several putative molecular markers of LSCs have been previously identified. However, the specificity of these markers remains largely controversial. To address this gap in the current understanding of LSCs, we performed a transcriptome profiling of heterogeneous corneal limbal basal cells using single-cell transcriptomics technology to identify LSCs and their exclusive markers. We isolated limbal basal cells from two young donors, constructed scRNA-seq libraries, generated RNA-sequencing data using the 10x Genomics platform, and then finally obtained the transcriptome of about 18,000 individual single-cells using Cell ranger (https://10xgenomics.com). Next, we performed quality control, filtering and data integration using Seurat package (https://satijalab.org/seurat), about 16,400 cells were retained for further downstream analysis such as dimensional reduction, unsupervised clustering, and Differentially expressed gene selection, trajectory analysis and visualization. We identified 11 unique clusters of cells assigned to a putative cell type based on published known biomarkers for differentiation, proliferation and putative epithelial stem cells. As a results, we found 2 Terminally Differentiated Cell (TDC), 3 Post-Mitotic Cell (PMC), 1 Transient Amplifying Cell (TAC), 2 Limbal Progenitor Cell (LPC), Putative Limbal Stem Cell (LSC) and 2 Melanocyte (MC) sub-cell type clusters. Furthermore, we confirmed the trajectory order of LSC differentiation for 9 clusters using Pseudotemporal and Functional PCA analysis. Lastly, we validated each assigned cell subtypes and determined their location in human corneal limbus tissue with 9 markers using RNAscope We were able to reveal the heterogeneity of corneal limbal basal epithelium by defining novel dynamic trajectories for cell types in a pseudotemporal manner. This approach allowed us to identify the distinct clusters of LSCs and progenitors with exclusively expressed markers, and might apply for translational research on regenerating a normal corneal epithelium and restoring vision.
2021-01-14 | GSE153515 | GEO