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Screening of key genes and prediction of therapeutic agents for ischemic stroke based on transcriptome sequencing and bioinformatics methods
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Science & Technology Review | 2023, 41(9) : 89 - 97
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Science & Technology Review | 2023, 41(9): 89-97
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Screening of key genes and prediction of therapeutic agents for ischemic stroke based on transcriptome sequencing and bioinformatics methods
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WANG Yue1,2, ZHOU Yue1,2, ZHAO Li3
Affiliations
    1. The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China
    2. Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 100069, China
    3. Department of Neurobiology, School of Basic Medical Sciences, Capital Medical University, Beijing 100069, China
Published: 2023-05-13 doi: 10.3981/j.issn.1000-7857.2023.09.011
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In this study, bioinformatics methods were used to preliminarily screen ischemic stroke (IS)-related differentially expressed genes (DEGs) and hub genes, and then predict potential IS therapeutics. DEGs were screened after transcriptome sequencing (RNA-Seq) in the cortex of the normal group and the bilateral internal carotid artery occlusion (BICAO) group. GO and KEGG enrichment analysis of DEGs were performed and protein interaction networks of DEGs were constructed, and key genes were obtained. Finally, IS related drugs were predicted according to the key genes. A total of 197 significant DEGs were obtained in this study, and enrichment analysis showed that these genes were mainly involved in metabolism, neuroactive ligandreceptor interactions, complement/coagulation cascade and biosynthesis of steroid hormones. DEGs have a close interrelationship, and among the genes most closely related, ORM1, SERPINA1 and GC all participate in the process of inflammation, oxidative stress and apoptosis, which are the key genes in the pathogenesis of IS. Therefore, inflammation, oxidative stress and apoptosis may be closely related to the occurrence and development of IS. It has potential clinical significance for drug treatment targeting hub genes such as ORM1, SERPINA1, and GC.
ischemic stroke  /  RNA-sequencing  /  bioinformatics  /  differentially expressed genes  /  drugs prediction
WANG Yue, ZHOU Yue, ZHAO Li. Screening of key genes and prediction of therapeutic agents for ischemic stroke based on transcriptome sequencing and bioinformatics methods[J]. Science & Technology Review, 2023 , 41 (9) : 89 -97 . DOI: 10.3981/j.issn.1000-7857.2023.09.011
Year 2023 volume 41 Issue 9
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doi: 10.3981/j.issn.1000-7857.2023.09.011
  • Receive Date:2022-08-13
  • Online Date:2023-06-01
  • Published:2023-05-13
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  • Received:2022-08-13
  • Revised:2023-03-20
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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种数
Number of
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占总种数比例
Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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