Single-Cell Multiomics Profiling Reveals Heterogeneity of Müller Cells in the Oxygen-Induced Retinopathy Model

Invest Ophthalmol Vis Sci. 2024 Nov 4;65(13):8. doi: 10.1167/iovs.65.13.8.

Abstract

Purpose: Retinal neovascularization poses heightened risks of vision loss and blindness. Despite its clinical significance, the molecular mechanisms underlying the pathogenesis of retinal neovascularization remain elusive. This study utilized single-cell multiomics profiling in an oxygen-induced retinopathy (OIR) model to comprehensively investigate the intricate molecular landscape of retinal neovascularization.

Methods: Mice were exposed to hyperoxia to induce the OIR model, and retinas were isolated for nucleus isolation. The cellular landscape of the single-nucleus suspensions was extensively characterized through single-cell multiomics sequencing. Single-cell data were integrated with genome-wide association study (GWAS) data to identify correlations between ocular cell types and diabetic retinopathy. Cell communication analysis among cells was conducted to unravel crucial ligand-receptor signals. Trajectory analysis and dynamic characterization of Müller cells were performed, followed by integration with human retinal data for pathway analysis.

Results: The multiomics dataset revealed six major ocular cell classes, with Müller cells/astrocytes showing significant associations with proliferative diabetic retinopathy (PDR). Cell communication analysis highlighted pathways that are associated with vascular proliferation and neurodevelopment, such as Vegfa-Vegfr2, Igf1-Igf1r, Nrxn3-Nlgn1, and Efna5-Epha4. Trajectory analysis identified a subset of Müller cells expressing genes linked to photoreceptor degeneration. Multiomics data integration further unveiled positively regulated genes in OIR Müller cells/astrocytes associated with axon development and neurotransmitter transmission.

Conclusions: This study significantly advances our understanding of the intricate cellular and molecular mechanisms underlying retinal neovascularization, emphasizing the pivotal role of Müller cells. The identified pathways provide valuable insights into potential therapeutic targets for PDR, offering promising directions for further research and clinical interventions.

MeSH terms

  • Animals
  • Diabetic Retinopathy / genetics
  • Diabetic Retinopathy / metabolism
  • Disease Models, Animal*
  • Ependymoglial Cells* / metabolism
  • Ependymoglial Cells* / pathology
  • Gene Expression Profiling
  • Genome-Wide Association Study
  • Hyperoxia / complications
  • Hyperoxia / metabolism
  • Mice
  • Mice, Inbred C57BL*
  • Multiomics
  • Oxygen* / adverse effects
  • Oxygen* / metabolism
  • Oxygen* / toxicity
  • Retinal Neovascularization* / chemically induced
  • Retinal Neovascularization* / genetics
  • Retinal Neovascularization* / metabolism
  • Retinal Neovascularization* / pathology
  • Single-Cell Analysis*

Substances

  • Oxygen