Department of Ophthalmology, Chengdu First People's Hospital/Chengdu Integrated TCM and Western Medicine Hospital, Chengdu, Sichuan Province, China.
Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Indian J Ophthalmol. 2023 Feb;71(2):553-559. doi: 10.4103/ijo.IJO_1448_22.
To conduct an integrated bioinformatics analysis of extant aqueous humor (AH) gene expression datasets in order to identify key genes and the regulatory mechanism governing primary open-angle glaucoma (POAG) progression.
Two datasets (GSE101727 and GSE105269) were downloaded from the Gene Expression Omnibus, and the messenger RNAs (mRNAs), microRNAs (miRNAs), and long noncoding RNAs (lncRNAs) were identified between controls and POAG patients. Differentially expressed (DE) mRNAs and DElncRNAs were then subjected to pathway enrichment analyses, after which a protein-protein interaction (PPI) network was generated. This network was then expanded to establish lncRNA-miRNA-mRNA and miRNA-transcription factor (TF)-mRNA networks.
The GSE101727 dataset was used to identify 2746 DElncRNAs and 2208 DEmRNAs, while the GSE105269 dataset was used to identify 45 DEmiRNAs. We ultimately constructed a competing endogenous RNA (ceRNA) network incorporating 47 lncRNAs, six miRNAs, and 17 mRNAs. The proteins encoded by these 17 hub mRNAs were found to be significantly enriched for activities that may be linked to POAG pathogenesis. In addition, we generated a miRNA-TF-mRNA regulatory network containing two miRNAs (miR-135a-5p and miR-139-5p), five TFs (TGIF2, TCF3, FOS, and so on), and five mRNAs (SHISA7, ST6GAL2, TXNIP, and so on).
The SHISA7, ST6GAL2, TXNIP, FOS, and DCBLD2 genes may be viable therapeutic targets for the prevention or treatment of POAG and are regulated by the TFs (TGIF2, HNF1A, TCF3, and FOS).
对现有的房水基因表达数据集进行综合生物信息学分析,以鉴定调控原发性开角型青光眼(POAG)进展的关键基因和调控机制。
从基因表达综合数据库中下载了两个数据集(GSE101727 和 GSE105269),并鉴定了对照组和 POAG 患者之间的信使 RNA(mRNA)、微小 RNA(miRNA)和长链非编码 RNA(lncRNA)。然后对差异表达(DE)mRNA 和 DE lncRNA 进行通路富集分析,之后生成蛋白质-蛋白质相互作用(PPI)网络。然后扩展该网络以建立 lncRNA-miRNA-mRNA 和 miRNA-转录因子(TF)-mRNA 网络。
使用 GSE101727 数据集鉴定了 2746 个 DE lncRNA 和 2208 个 DEmRNA,而 GSE105269 数据集则鉴定了 45 个 DE miRNA。最终构建了一个包含 47 个 lncRNA、6 个 miRNA 和 17 个 mRNA 的竞争性内源 RNA(ceRNA)网络。这些 17 个核心 mRNA 编码的蛋白质被发现显著富集与 POAG 发病机制相关的活性。此外,我们生成了一个 miRNA-TF-mRNA 调控网络,其中包含两个 miRNA(miR-135a-5p 和 miR-139-5p)、五个 TF(TGIF2、TCF3 等)和五个 mRNA(SHISA7、ST6GAL2、TXNIP 等)。
SHISA7、ST6GAL2、TXNIP、FOS 和 DCBLD2 基因可能是预防或治疗 POAG 的可行治疗靶点,受 TF(TGIF2、HNF1A、TCF3 和 FOS)调节。