Identification of Sequential Molecular Mechanisms and Key Biomarkers in Early Glaucoma by Integrated Bioinformatics Analysis.

Abstract

Glaucoma is a neurodegenerative disease characterized by progressive optic nerve degeneration and retinal ganglion cell (RGC) loss. In early glaucoma, before obvious axon loss, highly organized pathological processes in RGCs occur sequentially, involving axons, dendrites and synaptic terminals. The optic nerve head (ONH) is the critical structure of early glaucomatous neurodegeneration. Taking advantage of high-throughput data from the ONH and the weighted gene coexpression network analysis (WGCNA) method, the current study aims to gain insight into the full scope of pathological events in early glaucoma and define their chronological sequence. The expression profiles of GSE26299, GSE110019, and GSE139605, which measure ONH gene expression in different glaucoma models, were downloaded from the Gene Expression Omnibus (GEO) database. In GSE26299, which uses 10.5-month-old DBA/2J mice, WGCNA was utilized to construct a gene coexpression network, and the most significant modules of early (NOE), moderate (MOD) and severe (SEV) glaucoma were identified. The differentially expressed genes (DEGs) of GSE110019 and GSE139605 significantly overlapped with the correlated module of the MOD group, so the 3 gene sets were analyzed together. Pathway enrichment analysis via the GO, KEGG, and Reactome pathways was subsequently performed, followed by protein‒protein interaction (PPI) analysis to screen key genes associated with each stage. Several hub gene expression patterns were identified in a glucocorticoid-induced glaucoma (GIG) model via quantitative PCR and immunostaining. The pink module was positively correlated with the NOE group (r = 0.48, p = 4e-04) and negatively correlated with the glaucoma stage (r = -0.88, p = 3e-17). The genes in the pink module were enriched in the synaptic transmission and axonal transport pathways. The tan module was negatively correlated with the NOE group (r = -0.43, p = 0.002) and positively correlated with the glaucoma stage (r = 0.77, p = 7e-11). The genes in the tan module were associated with pathways such as tight junctions, retinol metabolism, and linoleic acid metabolism. The purple module was positively correlated with the MOD group (r = 0.64, p = 5e-07). The common genes among the purple module and the DEGs of the two other datasets were enriched in pathways related to mitotic cell division, cytokine activity, and the extracellular matrix (ECM). The hub genes identified by PPI included Nrn1, Cplx1, Timp1, and Cdk1. Quantitative PCR and immunostaining confirmed that Limk1 expression was increased in the ONH of GIG mice. In early glaucomatous neuropathy, intrinsic changes in RGCs precede the activation of glial cells and ECM remodeling. These latter events are common pathological changes observed in the ONH in both cats and mice. Our study may provide new targets for the early detection and treatment of glaucoma.