Chen Yihui, Wang Haoyu, Jiang Yaping, Zhang Xiaoyan, Wang Qingzhong
Department of Ophthalmology, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China.
Department of Dermatology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
PeerJ. 2020 May 4;8:e9056. doi: 10.7717/peerj.9056. eCollection 2020.
Pterygium results from a variety of biological pathways that are involved in the formation of ocular surface diseases. However, the exact pathogenesis of pterygium is still unclear. Our study focused on gene expression profiles to better understand the potential mechanisms of pterygium.
RNA sequencing experiments were performed on clinical pterygium tissues and normal conjunctival tissues. To identify the hub genes for the development of pterygium, we further conducted weighted gene co-expression network analysis (WGCNA). qRT-PCR was utilized to validate the dysregulation of the most significant differentially expressed genes (DEGs) and key hub genes in the independent subjects.
A total of 339 DEGs (P-adjusted < 0.05 and log2 fold change [log2FC] ≥ 1.0) were obtained that reached statistical significance with p-values < 0.05. Among them, 200 DEGs were upregulated; these genes were mainly associated with the extracellular matrix and with cell adhesion or migration. In contrast, the 139 downregulated genes were enriched for endocrine and inflammation pathways. With regard to WGCNA, five modules were assigned based on the DEG profiles, and the biological functions of each module were verified with previously published GO terms. The functions included ECM-receptor interactions, the PI3K-Akt signalling pathway and an endoplasmic reticulum (ER)-related pathway. The five hub genes with the highest connectivity in each module and the five most significant DEGs showed dysregulated expression in the independent cohort samples.
RNA sequencing and WGCNA provided novel insights into the potential regulatory mechanisms of pterygium. The identified DEGs and hub genes, which were classified into two groups according to different functions or signalings, may provide important references for further research on the molecular biology of pterygium.
翼状胬肉由多种参与眼表疾病形成的生物学途径导致。然而,翼状胬肉的确切发病机制仍不清楚。我们的研究聚焦于基因表达谱,以更好地理解翼状胬肉的潜在机制。
对临床翼状胬肉组织和正常结膜组织进行RNA测序实验。为了确定翼状胬肉发展的枢纽基因,我们进一步进行了加权基因共表达网络分析(WGCNA)。采用qRT-PCR验证独立样本中最显著差异表达基因(DEG)和关键枢纽基因的失调情况。
共获得339个DEG(P校正<0.05且log2倍数变化[log2FC]≥1.0),其p值<0.05具有统计学意义。其中,200个DEG上调;这些基因主要与细胞外基质以及细胞黏附或迁移相关。相比之下,139个下调基因在内分泌和炎症途径中富集。关于WGCNA,根据DEG谱分配了五个模块,每个模块的生物学功能用先前发表的基因本体术语进行了验证。这些功能包括细胞外基质-受体相互作用、PI3K-Akt信号通路和内质网(ER)相关途径。每个模块中连接性最高的五个枢纽基因和五个最显著的DEG在独立队列样本中表现出表达失调。
RNA测序和WGCNA为翼状胬肉的潜在调控机制提供了新的见解。所鉴定的DEG和枢纽基因,根据不同功能或信号分为两组,可能为翼状胬肉分子生物学的进一步研究提供重要参考。