Single-cell transcriptomics uncovers human corneal limbal stem cells and its differentiation trajectory
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ABSTRACT:
PROVIDER: PRJNA642880 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR12112534_1.fastq.gz | Fastqsanger.gz | |||
| SRR12112534_2.fastq.gz | Fastqsanger.gz | |||
| SRR12112535_1.fastq.gz | Fastqsanger.gz | |||
| SRR12112535_2.fastq.gz | Fastqsanger.gz |
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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
Project description:Limbal vs. corneal epithelial basal cell gene expression patterns were identified and compared. Experiment Overall Design: 8 limbal and 8 corneal epithelial basal cells samples from 8 mice were dissected and mRNAs were isolated and amplified for microarray analysis
2007-11-22 | E-GEOD-4098 | biostudies-arrayexpress
Project description:Limbal vs. corneal epithelial basal cell gene expression patterns were identified and compared Keywords: repeat
2006-01-27 | GSE4098 | GEO
Project description:Limbal and central regoins of the rat cornea epithelium were used to constract 2 SAGE libraries, in order to identify candidate genes to distinguish stem cell from differentiated central cornea epithelium cells. Keywords: gene expression SAGE-based, count cornea epithelium was scraped from central cornea and limbal Epithelium regions of 6 week male Wister rat 16 and 48 eye (respectively).
2006-05-15 | E-GEOD-4121 | biostudies-arrayexpress
Project description:This project aims to study two key points related to keratoplasty resistance. LSCs (limbal stem cells), which are crucial for the growth and repair of the cornea, have not been identified by specific markers. Furthermore, the characterization of corneal T/B cells has been rarely studied, even though they play a vital role in transplant rejection. To optimize donated corneas, researchers have utilized single-cell multi-omics methods such as single-cell 5’ mRNA and single-cell V(D)J sequencing to explore both LSCs and T/B immune repertoires (IR) simultaneously. Potential LSCs and dominant V(D)J types were analyzed, and the location of the cell marker was determined by RNA in situ sequencing. From the single-cell transcriptomics of 17,218 whole corneal cells, 20 cell subtypes were observed. A subcluster (0.3% of total cells) was identified as putative epithelial LSCs based on the known markers stating stem cells in the G0 cell cycle. TCR/BCR were rarely found in the cornea. The results suggest that GPHB5 could be a potential marker for limbal stem cells, but high-throughput single-cell VDJ sequencing is not the ideal method for analyzing corneal immune repertoires due to the rare presence of T/B cells.
2024-06-25 | GSE230439 | GEO
Project description:PURPOSE. To develop a method for enriching keratinocyte progenitor cells (KPCs) and establish a limbal niche (LN)-mediated transdifferentiation protocol to induce KPCs transdifferentiation into corneal epithelial cells. METHODS. Limbal niche cells (LNCs) were isolated from limbal tissues through enzymatic digestion and characterized. Conditioned medium from LNCs cultures was collected. KPCs were enriched by rapid adhesion of Matrigel and subsequently cultured in either an LNCs-conditioned medium supplemented with KSFM (LN-KS) or SHEM (LN-SH) for 14 days. Corneal-specific marker expression was assessed to evaluate transdifferentiation efficiency. Key transcription factors and signaling pathways involved in the transdifferentiation process were identified through single-cell and RNA sequencing, and validated using western blot and quantitative real-time PCR. RESULTS. Both LN-KS and LN-SH protocols successfully induced corneal epithelial cell transdifferentiation from KPCs, with LN-KS demonstrating higher efficiency in generating CK12+ and p63+ cells (p<0.001). RNA sequencing analysis and western blot have revealed significant activation of STAT3 and PI3K/AKT signaling pathways. Inhibition of STAT3 blocked PI3K/AKT activation and impaired corneal epithelial cell transdifferentiation. CONCLUSIONS. This study demonstrates the ability of LN to promote KPCs transdifferentiation into corneal epithelial cells in vitro, a process partially mediated by the STAT3 and PI3K/AKT signaling pathways.
2024-12-22 | GSE284499 | GEO
Project description:The rapid and effective regeneration of corneal epithelial cells depends on limbal stem cells (LSCs). The LSCs of mouse can be subdivided into quiescent LSCs (located on the outer limbus, qLSCs) and active LSCs (located on the inner limbus, aLSCs). Here, we used single-cell RNA sequencing to decipher the transcriptional changes in qLSCs and aLSCs and their niche regulations during the corneal wound healing, and reconstructed the pseudotime trajectory and differentiation of LSCs. Our comparative study identified a transcription factor Creb5, expressed in LSCs, that was significantly upregulated after corneal epithelial injury, and the loss-of-function experiments revealed that silencing Creb5 delayed the corneal epithelial healing. Besides, we predicted a significant increase in the number of ligand-receptor pairs for intercellular communications during corneal epithelial wound healing, especially between immune cells and LSCs, implying the participation of various niche cells in limbal stem cell kinetics during corneal epithelial regeneration. Overall, our research reveals numerous findings on the behavior and functionality of LSCs during corneal wound healing, providing reference for the discovery of mechanisms and potential clinical interventions of ocular surface reconstruction.
2024-07-10 | GSE247392 | GEO
Project description:Transplantation of amniotic membrane-expanded limbal epithelium (AMLE) in place of donor tissue grafts results in significantly improved outcomes for patients suffering from severe limbal stem cell deficiency; however the reasons for such superior results are unclear. The purpose of this study was to identify transcriptional gene profiles specific to AMLE and donor central corneal epithelium (CE), which may contribute to the divergent clinical outcomes observed following transplant. Limbal fibroblasts which underlie the epithelium and secrete extracellular matrix proteins following injury/surgery were also profiled. Using cell culture, immunofluorescence, microarray gene expression profiling and qRT-PCR validation; this study aims to identify enriched biological processes and pathways which characterise AMLE and CE tissues. We hope the study outcomes will shed light onto the factors which contribute to provide the improved clinical outcomes associated with AMLE transplantation. Gene expression profiling of three central corneal buttons, three amniotic membrane-expanded limbal epithelial cultures and three limbal fibroblast cultures
2014-10-02 | E-GEOD-56421 | biostudies-arrayexpress
Project description:Compared to stem cells in other tissues, relatively little is known about the limbal niche, which is believed to play a pivotal role in regulating self-renewal and fate decision of limbal epithelial stem cells. Here we comprehensively investigated the human limbal niche with single-cell RNA sequencing. On analysis, all 47,627 cells located at human Limbus was classified into 14 clusters, and 8 types of cells were annotated. Specifically, we depicted the heterogeneity and hierarchy of limbal epithelial cells, and revealed a consecutive differentiation trajectory from limbal stem/progenitor cells by RNA velocity and pseudotime analyses. Besides, representative signaling pathway components and cell-cell communications engaged in limbal niche regulation were deciphered, suggesting a tightly regulation of the microenvironment around limbal stem/progenitor cells. Finally, comparative analysis revealed conservational and divergent transcriptional signals across species. Overall, this study provides an unbiased and systematic view of transcriptional organization of human Limbus, and dissected cell-contact-dependent regulations of limbal niche, providing foundations for investigating the cellular and molecular mechanisms, pathogenesis of related disease and potential interventions.
2021-06-14 | GSE157474 | GEO
Project description:Transplantation of ex vivo expanded limbal stem cells (LSC) is the main treatment for limbal stem cell deficiency though the clinical problem of donor tissues shortage. Recently, as the development of tissue engineering, embryonic stem cells (ESC) derived corneal epithelial-like cells (ESC-CEC) has become a new direction to this issue.Our group successfully induced ESC into corneal epithelial-like cells, and in the present study we explored various aspects of physiological properties of ESC-CEC. The experiment included three samples: hES, the human embryonic stem cell line H1, RA_SB, the corneal epithelial-like cells derived from hES by differentiation with RA and SB, epithelial_cell, the primary human limbal stem cells from cadaver eyes. hES, the human embryonic stem cell line H1, RA_SB, the corneal epithelial-like cells derived from hES by differentiation with RA and SB, epithelial_cell, the primary human limbal stem cells from cadaver eyes.
2015-06-24 | E-GEOD-70152 | biostudies-arrayexpress