Bioinformatics and Network Pharmacology Identify the Therapeutic Role and Potential Mechanism of Melatonin in AD and Rosacea

被引:48
|
作者
Zhang, Huaxiong [1 ,2 ,3 ]
Zhang, Yiya [2 ,4 ,5 ]
Li, Yangfan [2 ,4 ]
Wang, Yaling [2 ,4 ]
Yan, Sha [2 ,4 ]
Xu, San [2 ,4 ,5 ]
Deng, Zhili [2 ,4 ,5 ]
Yang, Xinling [3 ]
Xie, Hongfu [1 ,2 ,4 ]
Li, Ji [1 ,2 ,4 ,5 ]
机构
[1] Xinjiang Med Univ, Affiliated Hosp 2, Dept Dermatol, Urumqi, Peoples R China
[2] Cent South Univ, Xiangya Hosp, Dept Dermatol, Changsha, Peoples R China
[3] Xinjiang Med Univ, Affiliated Hosp 2, Dept Neurol, Urumqi, Peoples R China
[4] Cent South Univ, Xiangya Hosp, Hunan Key Lab Aging Biol, Changsha, Peoples R China
[5] Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
基金
中国国家自然科学基金;
关键词
rosacea; AD; MLT; network pharmacology; inflammation; angiogenesis; ENDOTHELIAL-CELLS; ANGIOGENESIS; EXPRESSION; PATHOPHYSIOLOGY; PATHOGENESIS; RISK;
D O I
10.3389/fimmu.2021.756550
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Rosacea is significantly associated with dementia, particularly Alzheimer's disease (AD). However, the common underlying molecular mechanism connecting these two diseases remains limited. This study aimed to reveal the common molecular regulatory networks and identify the potential therapeutic drugs for rosacea and AD. There were 747 overlapped DEGs (ol-DEGs) that were detected in AD and rosacea, enriched in inflammation-, metabolism-, and apoptosis-related pathways. Using the TF regulatory network analysis, 37 common TFs and target genes were identified as hub genes. They were used to predict the therapeutic drugs for rosacea and AD using the DGIdb/CMap database. Among the 113 predicted drugs, melatonin (MLT) was co-associated with both RORA and IFN-gamma in AD and rosacea. Subsequently, network pharmacology analysis identified 19 pharmacological targets of MLT and demonstrated that MLT could help in treating AD/rosacea partly by modulating inflammatory and vascular signaling pathways. Finally, we verified the therapeutic role and mechanism of MLT on rosacea in vivo and in vitro. We found that MLT treatment significantly improved rosacea-like skin lesion by reducing keratinocyte-mediated inflammatory cytokine secretion and repressing the migration of HUVEC cells. In conclusion, this study contributes to common pathologies shared by rosacea and AD and identified MLT as an effective treatment strategy for rosacea and AD via regulating inflammation and angiogenesis.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Network Pharmacology Combined with Bioinformatics Analysis to Texplore the Potential Mechanism of Phellodendri Chinensis Cortex Against Bladder Cancer
    Hu, Lili
    Wu, Na
    Wang, Jue
    Yao, Mingze
    Han, Bo
    CELL BIOCHEMISTRY AND BIOPHYSICS, 2024, 82 (04) : 3317 - 3331
  • [42] Network pharmacology and experimental validation to identify the potential mechanism of Hedyotis diffusa Willd against rheumatoid arthritis
    Deng, Hui
    Jiang, Jing
    Zhang, Sisi
    Wu, Lijuan
    Zhang, Qinglian
    Sun, Wenkui
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [43] Network pharmacology and experimental validation to identify the potential mechanism of Hedyotis diffusa Willd against rheumatoid arthritis
    Hui Deng
    Jing Jiang
    Sisi Zhang
    Lijuan Wu
    Qinglian Zhang
    Wenkui Sun
    Scientific Reports, 13
  • [44] Melatonin promotes the α-secretase processing of βAPP: a potential therapeutic approach in AD
    Shukla, M.
    Vincent, B.
    Govitrapong, P.
    JOURNAL OF NEUROCHEMISTRY, 2012, 123 : 97 - 97
  • [45] Role of Melatonin in the Inflammatory Process and its Therapeutic Potential
    Carrascal, Livia
    Nunez-Abades, Pedro
    Ayala, Antonio
    Cano, Mercedes
    CURRENT PHARMACEUTICAL DESIGN, 2018, 24 (14) : 1563 - 1588
  • [46] Role and Therapeutic Potential of Melatonin in Various Type of Cancers
    Gurunathan, Sangiliyandi
    Qasim, Muhammad
    Kang, Min-Hee
    Kim, Jin-Hoi
    ONCOTARGETS AND THERAPY, 2021, 14 : 2019 - 2052
  • [47] An Innovative Bioinformatics Approach to Identify New Potential Therapeutic Targets in Gestational Diabetes
    Goldstein, Jeffery A.
    Bastarache, Lisa A.
    Denny, Joshua C.
    Aronoff, David M.
    REPRODUCTIVE SCIENCES, 2017, 24 : 120A - 121A
  • [48] Advances in the Mechanism of Luteolin against Hepatocellular Carcinoma Based on Bioinformatics and Network Pharmacology
    Han, Yunqi
    Xiao, Yunfeng
    Yu, Lei
    Chen, Jing
    Yang, Xudong
    Cui, Hongwei
    Liang, Junqing
    JOURNAL OF CANCER, 2023, 14 (06): : 966 - 980
  • [49] Exploring the Mechanism of Sempervirine Inhibiting Glioblastoma Invasion Based on Network Pharmacology and Bioinformatics
    Zhang, Bingqiang
    Wang, Wenyi
    Song, Yu
    Chen, Huixian
    Lin, Xinxin
    Chen, Jingjing
    Chen, Ying
    Huang, Jinfang
    Li, Desen
    Wu, Shuisheng
    PHARMACEUTICALS, 2024, 17 (10)
  • [50] The mechanism of dehydroandrographolide inhibiting metastasis in gastric cancer based on network pharmacology and bioinformatics
    Luo, Yan-hai
    Yuan, Ling
    Lu, Dou-dou
    Yang, Ya-ting
    Yang, Yi
    Du, Yu-hua
    Zhang, Jun-fei
    Chen, Yan
    Zhang, Lei
    Nan, Yi
    MEDICINE, 2023, 102 (34) : E34722