Evidence map›Paper›PMID 33865984›Full record

ArticleThe ocular surface2021

A single cell atlas of human cornea that defines its development, limbal progenitor cells and their interactions with the immune cells.

Joseph Collin, Rachel Queen, Darin Zerti, Sanja Bojic, Birthe Dorgau, Nicky Moyse, Marina Moya Molina, Chunbo Yang, Sunanda Dey, Gary Reynolds and 13 more

Open access · hybridAbstract read
In one paragraph

Article in The ocular surface, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 138 papers.

0numbers the graph read from it
0cells of the map it votes in
138citing papers in PubMed
20.9field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

138 citing papers in PubMed, 202 citations in OpenAlex.

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78 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors at 6 institutions in 2 countries.

Joseph CollinBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Rachel QueenBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Darin ZertiBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Sanja BojicBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Birthe DorgauBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Nicky MoyseNewcastle Cellular Therapies Facility, Newcastle University and Newcastle Upon Tyne Hospitals NHS Foundation Trust, UK.
Marina Moya MolinaBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Chunbo YangBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Sunanda DeyDepartment of Genetics and Developmental Biology, The Ruth and Bruce Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Israel.
Gary ReynoldsBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Rafiqul HussainBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Jonathan M CoxheadBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Steven LisgoBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Deborah HendersonBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Agatha JosephNHS Blood and Transplant Tissue and Eye Services, Liverpool, UK.
Paul RooneyNHS Blood and Transplant Tissue and Eye Services, Liverpool, UK.
Saurabh GhoshSunderland Eye Infirmary, South Tyneside and Sunderland NHS Foundation Trust, Sunderland, UK.
Lucy ClarkeUK Department of Ophthalmology, Royal Victoria Infirmary and Newcastle University, Newcastle, UK.
Che ConnonBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Muzlifah HaniffaBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK.
Francisco FigueiredoBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK; UK Department of Ophthalmology, Royal Victoria Infirmary and Newcastle University, Newcastle, UK.
Lyle ArmstrongBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK. Electronic address: majlinda.lako@ncl.ac.uk.
Majlinda LakoBiosciences Institute, Faculty of Medical Sciences, Newcastle University, UK. Electronic address: lyle.armstrong@ncl.ac.uk.
Newcastle University · GBNHS Blood and Transplant · GBRoyal Victoria Infirmary · GBNewcastle upon Tyne Hospitals NHS Foundation Trust · GBSunderland Eye Infirmary · GBTechnion – Israel Institute of Technology · IL

Funding

Medical Research Council G0900879Medical Research Council MR/R006237/1Medical Research Council MR/S035826/1Wellcome Trust
6 · The paper itself

Abstract

purposeSingle cell (sc) analyses of key embryonic, fetal and adult stages were performed to generate a comprehensive single cell atlas of all the corneal and adjacent conjunctival cell types from development to adulthood.

methodsFour human adult and seventeen embryonic and fetal corneas from 10 to 21 post conception week (PCW) specimens were dissociated to single cells and subjected to scRNA- and/or ATAC-Seq using the 10x Genomics platform. These were embedded using Uniform Manifold Approximation and Projection (UMAP) and clustered using Seurat graph-based clustering. Cluster identification was performed based on marker gene expression, bioinformatic data mining and immunofluorescence (IF) analysis. RNA interference, IF, colony forming efficiency and clonal assays were performed on cultured limbal epithelial cells (LECs).

resultsscRNA-Seq analysis of 21,343 cells from four adult human corneas and adjacent conjunctivas revealed the presence of 21 cell clusters, representing the progenitor and differentiated cells in all layers of cornea and conjunctiva as well as immune cells, melanocytes, fibroblasts, and blood/lymphatic vessels. A small cell cluster with high expression of limbal progenitor cell (LPC) markers was identified and shown via pseudotime analysis to give rise to five other cell types representing all the subtypes of differentiated limbal and corneal epithelial cells. A novel putative LPCs surface marker, GPHA2, expressed on the surface of 0.41% ± 0.21 of the cultured LECs, was identified, based on predominant expression in the limbal crypts of adult and developing cornea and RNAi validation in cultured LECs. Combining scRNA- and ATAC-Seq analyses, we identified multiple upstream regulators for LPCs and demonstrated a close interaction between the immune cells and limbal progenitor cells. RNA-Seq analysis indicated the loss of GPHA2 expression and acquisition of proliferative limbal basal epithelial cell markers during ex vivo LEC expansion, independently of the culture method used. Extending the single cell analyses to keratoconus, we were able to reveal activation of collagenase in the corneal stroma and a reduced pool of limbal suprabasal cells as two key changes underlying the disease phenotype. Single cell RNA-Seq of 89,897 cells obtained from embryonic and fetal cornea indicated that during development, the conjunctival epithelium is the first to be specified from the ocular surface epithelium, followed by the corneal epithelium and the establishment of LPCs, which predate the formation of limbal niche by a few weeks.

conclusionsOur scRNA-and ATAC-Seq data of developing and adult cornea in steady state and disease conditions provide a unique resource for defining genes/pathways that can lead to improvement in ex vivo LPCs expansion, stem cell differentiation methods and better understanding and treatment of ocular surface disorders.

Indexed as

Epithelium, CornealLimbus CorneaeAdultCell DifferentiationCells, CulturedCorneaEpithelial CellsHumansStem CellsConjunctivaCorneaEmbryonic and fetal eyeKeratoconusLimbal epithelial cells (LECs)Limbal epithelial expansionLimbal progenitor cells (LPCs)Limbal stem cells (LSCs)LSCs dysplasiaOcular surfaceSingle cell ATAC-SeqSingle cell RNA-Seq

Identifiers

PMID33865984
PMCPMC8343164
OpenAlexW3156068884

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.