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

Nat Commun. 2021 Sep 28;12(1):5675. doi: 10.1038/s41467-021-25968-8.

Abstract

The 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.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Animals
  • Cell Differentiation / genetics*
  • Gene Expression Profiling / methods
  • Humans
  • Middle Aged
  • Retina / cytology
  • Retina / metabolism*
  • Retinal Ganglion Cells / metabolism*
  • Sequence Analysis, RNA / methods
  • Single-Cell Analysis / methods*
  • Species Specificity
  • Swine
  • Transcriptome / genetics*