Integrated bioinformatic analysis reveals the underlying molecular mechanism of and potential drugs tor pulmonary arterial hypertension

被引:20
|
作者
Dong, Haoru [2 ]
Li, Xiuchun [1 ]
Cai, Mengsi [1 ]
Zhang, Chi [2 ]
Mao, Weiqi [2 ]
Wang, Ying [2 ]
Xu, Qian [2 ]
Chen, Mayun [1 ]
Wang, Liangxing [1 ]
Huang, Xiaoying [1 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 1, Div Pulm Med, Key Lab Heart & Lung, Wenzhou 325000, Zhejiang, Peoples R China
[2] Wenzhou Med Univ, Clin Med Coll 1, Wenzhou 325000, Zhejiang, Peoples R China
来源
AGING-US | 2021年 / 13卷 / 10期
关键词
PAH; DEGs; hub gene; molecular docking; potential drugs; bioinformatics; IMMUNE-RESPONSE; AT9283; INHIBITOR; RECEPTOR; HUPERZINE; CHILDREN; PACKAGE; CELLS;
D O I
10.18632/aging.203040
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Pulmonary arterial hypertension (PAH) is a devastating cardiovascular disease without a clear mechanism or drugs for treatment. Therefore, it is crucial to reveal the underlying molecular mechanism and identify potential drugs for PAH. In this study, we first integrated three human lung tissue datasets (GSE113439, GSE53408, GSE117261) from GEO. A total of 151 differentially expressed genes (DEGs) were screened, followed by KEGG and GO enrichment analyses and PPI network construction. Five hub genes (CSF3R, NT5E, ANGPT2, FGF7, and CXCL9) were identified by Cytoscape (Cytohubba). GSEA and GSVA were performed for each hub gene to uncover the potential mechanism. Moreover, to repurpose known and therapeutic drugs, the CMap database was retrieved, and nine candidate compounds (lypressin, ruxolitinib, triclabendazole, L-BSO, tiaprofenic acid, AT-9283, QL-X-138, huperzine-a, and 1-741742) with a high level of confidence were obtained. Then ruxolitinib was selected to perform molecular docking simulations with ANGPT2, FGF7, NT5E, CSF3R, JAK1, JAK2, JAK3, TYK2. A certain concentration of ruxolitinib could inhibit the proliferation and migration of rat pulmonary artery smooth muscle cells (rPASMCs) in vitro. Together, these analyses principally identified CSF3R, NT5E, ANGPT2, FGF7 and CXCL9 as candidate biomarkers of PAH, and ruxolitinib might exert promising therapeutic action for PAH.
引用
收藏
页码:14234 / 14257
页数:24
相关论文
共 50 条
  • [21] Iron Metabolism and Idiopathic Pulmonary Arterial Hypertension: New Insights from Bioinformatic Analysis
    Zou, Hua-Xi
    Qiu, Bai-Quan
    Lai, Song-Qing
    Zhou, Xue-Liang
    Gong, Cheng-Wu
    Wang, Li-Jun
    Yuan, Ming-Ming
    He, An-Di
    Liu, Ji-Chun
    Huang, Huang
    BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [22] Exploring the biomarkers and potential therapeutic drugs for sepsis via integrated bioinformatic analysis
    Pingping Liang
    Yongjian Wu
    Siying Qu
    Muhammad Younis
    Wei Wang
    Zhilong Wu
    Xi Huang
    BMC Infectious Diseases, 24
  • [23] Exploring the biomarkers and potential therapeutic drugs for sepsis via integrated bioinformatic analysis
    Liang, Pingping
    Wu, Yongjian
    Qu, Siying
    Younis, Muhammad
    Wang, Wei
    Wu, Zhilong
    Huang, Xi
    BMC INFECTIOUS DISEASES, 2024, 24 (01)
  • [24] Integrated analysis reveals the protective mechanism and therapeutic potential of hyperbaric oxygen against pulmonary fibrosis
    Yuan, Yuan
    Qiao, Guoqiang
    Zhou, Jiajiao
    Zhou, Yilu
    Li, Yali
    Li, Xia
    Jiang, Zhenglin
    Wang, Yihua
    GENES & DISEASES, 2023, 10 (03) : 1029 - 1039
  • [25] Molecular mechanisms underlying the beneficial effects of neuregulin-1 in pulmonary arterial hypertension
    Maia-Rocha, C.
    Mendes-Ferreira, P.
    Adao, R.
    Santos-Ribeiro, D.
    Alves, B. S.
    De Keulenaer, G. W.
    Leite-Moreira, A. F.
    Bras-Silva, C.
    CARDIOVASCULAR RESEARCH, 2014, 103
  • [26] Integrated metabolomics and mechanism to reveal the protective effect of kaempferol on pulmonary arterial hypertension
    Yi, Jie
    Wang, Xiaoying
    Song, Kexin
    Ren, Jiping
    Che, Haixia
    Yu, Hong
    Li, Qian
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2022, 212
  • [27] Integrated multi-omics analysis reveals the underlying molecular mechanism for developmental neurotoxicity of perfluorooctanesulfonic acid in zebrafish
    Lee, Hyojin
    Sung, Eun Ji
    Seo, Seungwoo
    Min, Eun Ki
    Lee, Ji-Young
    Shim, Ilseob
    Kim, Pilje
    Kim, Tae-Young
    Lee, Sangkyu
    Kim, Ki-Tae
    ENVIRONMENT INTERNATIONAL, 2021, 157
  • [28] Identification of a potentially novel LncRNA-miRNA-mRNA competing endogenous RNA network in pulmonary arterial hypertension via integrated bioinformatic analysis
    Liu, Jiantao
    Sun, Yupeng
    Zhu, Bingqing
    Lin, Yufan
    Lin, Kexin
    Sun, Yiruo
    Yao, Zhengze
    Yuan, Linbo
    LIFE SCIENCES, 2021, 277
  • [29] Bioinformatic analysis of the potential molecular mechanism of PAK7 expression in glioblastoma
    Wang, Xuefeng
    Liu, Shuang
    Shao, Zhengkai
    Zhang, Penghai
    MOLECULAR MEDICINE REPORTS, 2020, 22 (02) : 1362 - 1372
  • [30] Identification of immune-related signatures and potential therapeutic drugs for pulmonary arterial hypertension
    He, Xu
    Pang, Xiaocong
    Cui, Yimin
    BRITISH JOURNAL OF PHARMACOLOGY, 2023, 180 : 124 - 133