Cargando…

Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea

PURPOSE: To generate a single-cell RNA-sequencing (scRNA-seq) map and construct cell–cell communication networks of mouse corneas. METHODS: C57BL/6 mouse corneas were dissociated to single cells and subjected to scRNA-seq. Cell populations were clustered and annotated for bioinformatic analysis usin...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Yueh-Feng, Chang, Nai-Wen, Chu, Li-An, Liu, Hsin-Yu, Zhou, Yu-Xian, Pai, Yun-Lin, Yu, Yu-Sheng, Kuan, Chen-Hsiang, Wu, Yu-Ching, Lin, Sung-Jan, Tan, Hsin-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10565710/
https://www.ncbi.nlm.nih.gov/pubmed/37792336
http://dx.doi.org/10.1167/iovs.64.13.5
_version_ 1785118754584133632
author Wu, Yueh-Feng
Chang, Nai-Wen
Chu, Li-An
Liu, Hsin-Yu
Zhou, Yu-Xian
Pai, Yun-Lin
Yu, Yu-Sheng
Kuan, Chen-Hsiang
Wu, Yu-Ching
Lin, Sung-Jan
Tan, Hsin-Yuan
author_facet Wu, Yueh-Feng
Chang, Nai-Wen
Chu, Li-An
Liu, Hsin-Yu
Zhou, Yu-Xian
Pai, Yun-Lin
Yu, Yu-Sheng
Kuan, Chen-Hsiang
Wu, Yu-Ching
Lin, Sung-Jan
Tan, Hsin-Yuan
author_sort Wu, Yueh-Feng
collection PubMed
description PURPOSE: To generate a single-cell RNA-sequencing (scRNA-seq) map and construct cell–cell communication networks of mouse corneas. METHODS: C57BL/6 mouse corneas were dissociated to single cells and subjected to scRNA-seq. Cell populations were clustered and annotated for bioinformatic analysis using the R package “Seurat.” Differential expression patterns were validated and spatially mapped with whole-mount immunofluorescence staining. Global intercellular signaling networks were constructed using CellChat. RESULTS: Unbiased clustering of scRNA-seq transcriptomes of 14,732 cells from 40 corneas revealed 17 cell clusters of six major cell types: nine epithelial cell, three keratocyte, two corneal endothelial cell, and one each of immune cell, vascular endothelial cell, and fibroblast clusters. The nine epithelial cell subtypes included quiescent limbal stem cells, transit-amplifying cells, and differentiated cells from corneas and two minor conjunctival epithelial clusters. CellChat analysis provided an atlas of the complex intercellular signaling communications among all cell types. CONCLUSIONS: We constructed a complete single-cell transcriptomic map and the complex signaling cross-talk among all cell types of the cornea, which can be used as a foundation atlas for further research on the cornea. This study also deepens the understanding of the cellular heterogeneity and heterotypic cell–cell interaction within corneas.
format Online
Article
Text
id pubmed-10565710
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher The Association for Research in Vision and Ophthalmology
record_format MEDLINE/PubMed
spelling pubmed-105657102023-10-12 Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea Wu, Yueh-Feng Chang, Nai-Wen Chu, Li-An Liu, Hsin-Yu Zhou, Yu-Xian Pai, Yun-Lin Yu, Yu-Sheng Kuan, Chen-Hsiang Wu, Yu-Ching Lin, Sung-Jan Tan, Hsin-Yuan Invest Ophthalmol Vis Sci Cornea PURPOSE: To generate a single-cell RNA-sequencing (scRNA-seq) map and construct cell–cell communication networks of mouse corneas. METHODS: C57BL/6 mouse corneas were dissociated to single cells and subjected to scRNA-seq. Cell populations were clustered and annotated for bioinformatic analysis using the R package “Seurat.” Differential expression patterns were validated and spatially mapped with whole-mount immunofluorescence staining. Global intercellular signaling networks were constructed using CellChat. RESULTS: Unbiased clustering of scRNA-seq transcriptomes of 14,732 cells from 40 corneas revealed 17 cell clusters of six major cell types: nine epithelial cell, three keratocyte, two corneal endothelial cell, and one each of immune cell, vascular endothelial cell, and fibroblast clusters. The nine epithelial cell subtypes included quiescent limbal stem cells, transit-amplifying cells, and differentiated cells from corneas and two minor conjunctival epithelial clusters. CellChat analysis provided an atlas of the complex intercellular signaling communications among all cell types. CONCLUSIONS: We constructed a complete single-cell transcriptomic map and the complex signaling cross-talk among all cell types of the cornea, which can be used as a foundation atlas for further research on the cornea. This study also deepens the understanding of the cellular heterogeneity and heterotypic cell–cell interaction within corneas. The Association for Research in Vision and Ophthalmology 2023-10-04 /pmc/articles/PMC10565710/ /pubmed/37792336 http://dx.doi.org/10.1167/iovs.64.13.5 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Cornea
Wu, Yueh-Feng
Chang, Nai-Wen
Chu, Li-An
Liu, Hsin-Yu
Zhou, Yu-Xian
Pai, Yun-Lin
Yu, Yu-Sheng
Kuan, Chen-Hsiang
Wu, Yu-Ching
Lin, Sung-Jan
Tan, Hsin-Yuan
Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title_full Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title_fullStr Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title_full_unstemmed Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title_short Single-Cell Transcriptomics Reveals Cellular Heterogeneity and Complex Cell–Cell Communication Networks in the Mouse Cornea
title_sort single-cell transcriptomics reveals cellular heterogeneity and complex cell–cell communication networks in the mouse cornea
topic Cornea
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10565710/
https://www.ncbi.nlm.nih.gov/pubmed/37792336
http://dx.doi.org/10.1167/iovs.64.13.5
work_keys_str_mv AT wuyuehfeng singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT changnaiwen singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT chulian singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT liuhsinyu singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT zhouyuxian singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT paiyunlin singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT yuyusheng singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT kuanchenhsiang singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT wuyuching singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT linsungjan singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea
AT tanhsinyuan singlecelltranscriptomicsrevealscellularheterogeneityandcomplexcellcellcommunicationnetworksinthemousecornea