Systems Genetics Analysis to Identify the Genetic Modulation of a Glaucoma-Associated Gene

Methods Mol Biol. 2017:1488:391-417. doi: 10.1007/978-1-4939-6427-7_18.

Abstract

Loss of retinal ganglion cells (RGCs) is one of the hallmarks of retinal neurodegenerative diseases, glaucoma being one of the most common. Recently, γ-synuclein (SNCG) was shown to be highly expressed in the somas and axons of RGCs. In various mouse models of glaucoma, downregulation of Sncg gene expression correlates with RGC loss. To investigate the regulation of Sncg in RGCs, we used a systems genetics approach to identify a gene that modulates the expression of Sncg, followed by confirmatory studies in both healthy and diseased retinas. We found that chromosome 1 harbors an eQTL that modulates the expression of Sncg in the mouse retina and identified Pfdn2 as the candidate upstream modulator of Sncg expression. Downregulation of Pfdn2 in enriched RGCs causes a concomitant reduction in Sncg. In this chapter, we describe our strategy and methods for identifying and confirming a genetic modulation of a glaucoma-associated gene. A similar method can be applied to other genes expressed in other tissues.

Keywords: Eye; Flow cytometry; PFDN2; Primary retinal ganglion cells; Retinal neurodegenerative diseases SNCG; Systems genetics; Use case; eQTL; siRNA transfection.

Publication types

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

MeSH terms

  • Animals
  • Biomarkers
  • Breeding
  • Chromosome Mapping
  • Databases, Factual
  • Disease Models, Animal
  • Gene Knockdown Techniques
  • Genetic Association Studies* / methods
  • Genetic Predisposition to Disease*
  • Glaucoma / genetics*
  • Glaucoma / metabolism
  • Glaucoma / pathology
  • Immunohistochemistry
  • Mice
  • Mice, Inbred C57BL
  • Mice, Inbred DBA
  • Quantitative Trait Loci
  • RNA, Messenger / genetics
  • RNA, Small Interfering / genetics
  • Reproducibility of Results
  • Retina / cytology
  • Retina / metabolism
  • Retinal Degeneration / genetics
  • Retinal Degeneration / metabolism
  • Retinal Ganglion Cells / metabolism
  • Signal Transduction

Substances

  • Biomarkers
  • RNA, Messenger
  • RNA, Small Interfering