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转录谱分析预测青光眼的潜在生物标志物:HGF、AKR1B10和AKR1C3。

Transcriptional profiling analysis predicts potential biomarkers for glaucoma: HGF, AKR1B10 and AKR1C3.

作者信息

Nie Qiaoli, Zhang Xiaoyan

机构信息

Department of Ophthalmology, The Second People's Hospital of Jinan, Jinan, Shandong 250001, P.R. China.

Department of Ophthalmology, The People's Hospital of Shouguang, Weifang, Shandong 262700, P.R. China.

出版信息

Exp Ther Med. 2018 Dec;16(6):5103-5111. doi: 10.3892/etm.2018.6875. Epub 2018 Oct 17.

Abstract

Glaucoma results in damage to the optic nerve and vision loss. The aim of this study was to screen more accurate biomarkers and targets for glaucoma. The datasets E-GEOD-7144 and E-MEXP-3427 were screened for differently expressed genes (DEGs) by significance analysis of microarrays. Functional and pathway enrichment analysis were processed. Pathway relationship networks and gene co-expression networks were constructed. DEGs of disease and treatment with the same symbols were of interest. RT-qPCR was processed to verify the expression of key DEGs. A total of 1,019 DEGs of glaucoma were identified and 93 DEGs in transforming growth factor-β1 (TGF-β1) and TGF-β1-2 treatment cases compared with the normal control group. Pathway relationship network of glaucoma was constructed with 25 nodes. The pathway relationship network of TGF-β1 and -2 treatment groups was constructed with 11 nodes. Glaucoma-related DEGs in GO terms and pathways were inserted and 180 common DEGs were obtained. Then, gene co-expression network of glaucoma-related DEGs was constructed with 91 nodes. Furthermore, DEGs of TGF-β1 and -2 treated glaucoma in GO terms and pathways were inserted, and 29 common DEGs were identified. Based on these DEGs, gene co-expression network was constructed with 12 nodes and 16 edges. Finally, a total of 6 important DEGs of disease and treatment were inserted and obtained. They were HGF, AKR1B10, AKR1C3, PPAP2B, INHBA and BCAT1. The expression of HGF, AKR1B10 and AKR1C3 was decreased in glaucoma samples and treatment samples. In conclusion, HGF, AKR1B10 and AKR1C3 may be key genes for glaucoma diagnosis and treatment.

摘要

青光眼会导致视神经损伤和视力丧失。本研究的目的是筛选出更准确的青光眼生物标志物和靶点。通过微阵列显著性分析,在数据集E-GEOD-7144和E-MEXP-3427中筛选差异表达基因(DEG)。进行功能和通路富集分析。构建通路关系网络和基因共表达网络。关注具有相同符号的疾病和治疗的DEG。通过RT-qPCR验证关键DEG的表达。共鉴定出1019个青光眼DEG,与正常对照组相比,转化生长因子-β1(TGF-β1)和TGF-β1-2治疗组中有93个DEG。构建了包含25个节点的青光眼通路关系网络。构建了包含11个节点的TGF-β1和-2治疗组的通路关系网络。插入青光眼相关DEG在GO术语和通路中的信息,获得180个共同DEG。然后,构建了包含91个节点的青光眼相关DEG的基因共表达网络。此外,插入TGF-β1和-2治疗的青光眼在GO术语和通路中的DEG,鉴定出29个共同DEG。基于这些DEG,构建了包含12个节点和16条边的基因共表达网络。最后,共插入并获得6个重要的疾病和治疗相关DEG。它们是HGF、AKR1B10、AKR1C3、PPAP2B、INHBA和BCAT1。青光眼样本和治疗样本中HGF、AKR1B10和AKR1C3的表达降低。总之,HGF、AKR1B10和AKR1C3可能是青光眼诊断和治疗的关键基因。

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