Multi-species single-cell transcriptomic analysis of ocular compartment regulons

Author:

Gautam Pradeep,Hamashima Kiyofumi,Chen Ying,Zeng Yingying,Makovoz Bar,Parikh Bhav Harshad,Lee Hsin Yee,Lau Katherine Anne,Su XinyiORCID,Wong Raymond C. B.ORCID,Chan Woon-KhiongORCID,Li HuORCID,Blenkinsop Timothy A.ORCID,Loh Yuin-HanORCID

Abstract

AbstractThe retina is a widely profiled tissue in multiple species by single-cell RNA sequencing studies. However, integrative research of the retina across species is lacking. Here, we construct the first single-cell atlas of the human and porcine ocular compartments and study inter-species differences in the retina. In addition to that, we identify putative adult stem cells present in the iris tissue. We also create a disease map of genes involved in eye disorders across compartments of the eye. Furthermore, we probe the regulons of different cell populations, which include transcription factors and receptor-ligand interactions and reveal unique directional signalling between ocular cell types. In addition, we study conservation of regulons across vertebrates and zebrafish to identify common core factors. Here, we show perturbation of KLF7 gene expression during retinal ganglion cells differentiation and conclude that it plays a significant role in the maturation of retinal ganglion cells.

Funder

National Research Foundation Singapore

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

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