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Liu H, Yang H, You M, Zhang S, Huang S, Tan X, Liu Q, Jiang C, Xie L. Discovery of Potential Drug Targeting Key Genes in Alzheimer's Disease: Insights from Transcriptome Analysis and Molecular Docking. J Mol Neurosci 2024; 74:56. [PMID: 38802701 DOI: 10.1007/s12031-024-02208-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 03/14/2024] [Indexed: 05/29/2024]
Abstract
Alzheimer's disease (AD) is a prevalent neurodegenerative disorder that presents a significant global health challenge. To explore drugs targeting key genes in AD, R software was used to analyze the data of single nuclei transcriptome from human cerebral frontal cortex in AD, and the differentially expressed genes (DEGs) were screened. Then the gene ontology (GO) analysis, Kyoto gene and genome encyclopedia (KEGG) pathway enrichment and protein-protein interaction (PPI) network were analyzed. The hub genes were calculated by Cytoscape software. Molecular docking and molecular dynamics simulation were used to evaluate and visualize the binding between candidate drugs and key genes. A total of 564 DEGs were screened, and the hub genes were ISG15, STAT1, MX1, IFIT3, IFIT2, RSAD2, IFIT1, IFI44, IFI44L and DDX58. Enrichment terms mainly included response to virus, IFN-γ signaling pathway and virus infection. Diclofenac had good binding effect with IFI44 and IFI44L. Potential drugs may act on key gene targets and then regulate biological pathways such as virus response and IFN-γ-mediated signal pathway, so as to achieve anti-virus, improve immune balance and reduce inflammatory response, and thus play a role in anti-AD.
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Affiliation(s)
- Hanjie Liu
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China
| | - Hui Yang
- Chengdu Shuangliu Hospital of Traditional Chinese Medicine, Chengdu, 610200, Sichuan, China
| | - Maochun You
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China
| | - Siyu Zhang
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China
| | - Sihan Huang
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China
| | - Xin Tan
- Affiliated Reproductive & Women-Children Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, 610041, Sichuan, China
| | - Qi Liu
- Acupuncture and Tuina School, Shaanxi University of Chinese Medicine, Xi'an, 712046, Shaanxi, China
| | - Cen Jiang
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China
| | - Lushuang Xie
- Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, Sichuan, China.
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Zhu X, Qian Y, Li X, Xu Z, Xia R, Wang N, Liang J, Yin H, Zhang A, Guo C, Wang G, He Y. Structural basis of adhesion GPCR GPR110 activation by stalk peptide and G-proteins coupling. Nat Commun 2022; 13:5513. [PMID: 36127364 PMCID: PMC9489763 DOI: 10.1038/s41467-022-33173-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 09/01/2022] [Indexed: 11/20/2022] Open
Abstract
Adhesion G protein-coupled receptors (aGPCRs) are keys of many physiological events and attractive targets for various diseases. aGPCRs are also known to be capable of self-activation via an autoproteolysis process that removes the inhibitory GAIN domain on the extracellular side of receptor and releases a stalk peptide to bind and activate the transmembrane side of receptor. However, the detailed mechanism of aGPCR activation remains elusive. Here, we report the cryo-electron microscopy structures of GPR110 (ADGRF1), a member of aGPCR, in complex with Gq, Gs, Gi, G12 and G13. The structures reveal distinctive ligand engaging model and activation conformations of GPR110. The structures also unveil the rarely explored GPCR/G12 and GPCR/G13 engagements. A comparison of Gq, Gs, Gi, G12 and G13 engagements with GPR110 reveals details of G-protein engagement, including a dividing point at the far end of the alpha helix 5 (αH5) of Gα subunit that separates Gq/Gs engagements from Gi/G12/G13 engagements. This is also where Gq/Gs bind the receptor through both hydrophobic and polar interaction, while Gi/G12/G13 engage receptor mainly through hydrophobic interaction. We further provide physiological evidence of GPR110 activation via stalk peptide. Taken together, our study fills the missing information of GPCR/G-protein engagement and provides a framework for understanding aGPCR activation and GPR110 signaling. aGPCRs play key roles in multiple physiological processes. Here the authors report cryo-EM structures of GPR110 in complexes with Gq, Gs, Gi, G12 and G13 protein to reveal a detailed mechanism of aGPCR activation via the tethered stalk peptide and principles of G-protein coupling and selectivity on GPR110.
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Affiliation(s)
- Xinyan Zhu
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Yu Qian
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Xiaowan Li
- Laboratory of Neuroscience, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Zhenmei Xu
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Ruixue Xia
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Na Wang
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Jiale Liang
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Han Yin
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Anqi Zhang
- HIT Center for Life Sciences, School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Changyou Guo
- HIT Center for Life Sciences, School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Guangfu Wang
- Laboratory of Neuroscience, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China
| | - Yuanzheng He
- Laboratory of Receptor Structure and Signaling, HIT Center for Life Sciences, Harbin Institute of Technology, Harbin, 150001, China.
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