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Transcriptomics and network analysis highlight potential pathways in the pathogenesis of pterygium
Juliana Albano de Guimarães1, Bidossessi Wilfried Hounpke2, Bruna Duarte1
1Department of Ophthalmology and Otorhinolaryngology, School of Medical Sciences, University of Campinas (UNICAMP), Rua Tessália Vieira de Camargo. Cidade Universitária, Campinas, São Paulo, 13083887, Brazil.
Abstract:
Pterygium is a common ocular surface condition frequently associated with irritative symptoms. The precise identity of its critical triggers as well as the hierarchical relationship between all the elements involved in the pathogenesis of this disease are not yet elucidated. Meta-analysis of gene expression studies represents a novel strategy capable of identifying key pathogenic mediators and therapeutic targets in complex diseases. Samples from nine patients were collected during surgery after photo documentation and clinical characterization of pterygia. Gene expression experiments were performed using Human Clariom D Assay gene chip. Differential gene expression analysis between active and atrophic pterygia was performed using limma package after adjusting variables by age. In addition, a meta-analysis was performed including recent gene expression studies available at the Gene Expression Omnibus public repository. Two databases including samples from adults with pterygium and controls fulfilled our inclusion criteria. Meta-analysis was performed using the Rank Production algorithm of the RankProd package. Gene set analysis was performed using ClueGO and the transcription factor regulatory network prediction was performed using appropriate bioinformatics tools. Finally, miRNA-mRNA regulatory network was reconstructed using up-regulated genes identified in the gene set analysis from the meta-analysis and their interacting miRNAs from the Brazilian cohort expression data. The meta-analysis identified 154 up-regulated and 58 down-regulated genes. A gene set analysis with the top up-regulated genes evidenced an overrepresentation of pathways associated with remodeling of extracellular matrix. Other pathways represented in the network included formation of cornified envelopes and unsaturated fatty acid metabolic processes. The miRNA-mRNA target prediction network, also reconstructed based on the set of up-regulated genes presented in the gene ontology and biological pathways network, showed that 17 target genes were negatively correlated with their interacting miRNAs from the Brazilian cohort expression data. Once again, the main identified cluster involved extracellular matrix remodeling mechanisms, while the second cluster involved formation of cornified envelope, establishment of skin barrier and unsaturated fatty acid metabolic process. Differential expression comparing active pterygium with atrophic pterygium using data generated from the Brazilian cohort identified differentially expressed genes between the two forms of presentation of this condition. Our results reveal differentially expressed genes not only in pterygium, but also in active pterygium when compared to the atrophic ones. New insights in relation to pterygium's pathophysiology are suggested.
Insights
This study used gene expression meta-analysis to uncover key molecular pathways in pterygium pathogenesis, identifying extracellular matrix remodeling as a central process. Findings reveal novel therapeutic targets for this common ocular condition.
Area of Science:
- Ophthalmology
- Molecular Biology
- Genetics
Background:
- Pterygium is a common ocular condition with unclear triggers and pathogenesis.
- Understanding its molecular mechanisms is crucial for identifying therapeutic targets.
Purpose of the Study:
- To identify key pathogenic mediators and therapeutic targets in pterygium using gene expression meta-analysis.
- To elucidate the molecular differences between active and atrophic pterygia.
Main Methods:
- Performed meta-analysis of gene expression studies from public repositories and a Brazilian cohort.
- Conducted differential gene expression analysis and gene set enrichment analysis.
- Reconstructed miRNA-mRNA regulatory networks.
Main Results:
- Identified 154 up-regulated and 58 down-regulated genes in pterygium.
- Highlighted extracellular matrix remodeling, cornified envelope formation, and unsaturated fatty acid metabolism as key pathways.
- Found differential gene expression between active and atrophic pterygia.
Conclusions:
- Gene expression meta-analysis provides novel insights into pterygium pathophysiology.
- Extracellular matrix remodeling is a significant pathway in pterygium development.
- Identified potential molecular targets for pterygium treatment.
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