Network analysis of human glaucomatous optic nerve head astrocytes

Tatiana Nikolskaya, Yuri Nikolsky, Tatiana Serebryiskaya, Svetlana Zvereva, Eugene Sviridov, Zoltan Dezso, Eugene Rahkmatulin, Richard J. Brennan, Nick Yankovsky, Sanjoy K. Bhattacharya, Olga Agapova, M. Rosario Hernandez, Valery I. Shestopalov

Research output: Contribution to journalArticle

26 Scopus citations

Abstract

Background. Astrocyte activation is a characteristic response to injury in the central nervous system, and can be either neurotoxic or neuroprotective, while the regulation of both roles remains elusive. Methods. To decipher the regulatory elements controlling astrocyte-mediated neurotoxicity in glaucoma, we conducted a systems-level functional analysis of gene expression, proteomic and genetic data associated with reactive optic nerve head astrocytes (ONHAs). Results. Our reconstruction of the molecular interactions affected by glaucoma revealed multi-domain biological networks controlling activation of ONHAs at the level of intercellular stimuli, intracellular signaling and core effectors. The analysis revealed that synergistic action of the transcription factors AP-1, vitamin D receptor and Nuclear Factor-kappaB in cross-activation of multiple pathways, including inflammatory cytokines, complement, clusterin, ephrins, and multiple metabolic pathways. We found that the products of over two thirds of genes linked to glaucoma by genetic analysis can be functionally interconnected into one epistatic network via experimentally-validated interactions. Finally, we built and analyzed an integrative disease pathology network from a combined set of genes revealed in genetic studies, genes differentially expressed in glaucoma and closely connected genes/proteins in the interactome. Conclusion. Our results suggest several key biological network modules that are involved in regulating neurotoxicity of reactive astrocytes in glaucoma, and comprise potential targets for cell-based therapy.

Original languageEnglish (US)
Article number24
JournalBMC Medical Genomics
Volume2
DOIs
StatePublished - 2009

ASJC Scopus subject areas

  • Genetics
  • Genetics(clinical)

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    Nikolskaya, T., Nikolsky, Y., Serebryiskaya, T., Zvereva, S., Sviridov, E., Dezso, Z., Rahkmatulin, E., Brennan, R. J., Yankovsky, N., Bhattacharya, S. K., Agapova, O., Hernandez, M. R., & Shestopalov, V. I. (2009). Network analysis of human glaucomatous optic nerve head astrocytes. BMC Medical Genomics, 2, [24]. https://doi.org/10.1186/1755-8794-2-24