Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis

Hydroxysafflor yellow A (HSYA) is derived from <i>Carthamus tinctorius</i> L. (Honghua in Chinese) and is used to treat cardiovascular and cerebrovascular disease. However, the mechanism by which HSYA treats ischemic stroke following atherosclerosis (ISFA) remains unclear. The targets an...

Full description

Bibliographic Details
Main Authors: Xi Han, Huifen Zhou, Junjun Yin, Jiaqi Zhu, Jiehong Yang, Haitong Wan
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/28/23/7829
_version_ 1797399750651150336
author Xi Han
Huifen Zhou
Junjun Yin
Jiaqi Zhu
Jiehong Yang
Haitong Wan
author_facet Xi Han
Huifen Zhou
Junjun Yin
Jiaqi Zhu
Jiehong Yang
Haitong Wan
author_sort Xi Han
collection DOAJ
description Hydroxysafflor yellow A (HSYA) is derived from <i>Carthamus tinctorius</i> L. (Honghua in Chinese) and is used to treat cardiovascular and cerebrovascular disease. However, the mechanism by which HSYA treats ischemic stroke following atherosclerosis (ISFA) remains unclear. The targets and pathways of HSYA against ISFA were obtained using network analysis. A total of 3335 potential IFSA-related targets were predicted using the GenCards and Drugbank databases, and a total of 88 potential HSYA-related targets were predicted using the Swiss Target Prediction database. A total of 62 HSYA-related targets against IFSA were obtained. The network was composed of HSYA, 62 targets, and 20 pathways. The top 20 targets were constructed via the protein–protein interaction (PPI) network. Gene Ontology analysis revealed that the targets were involved in signal transduction, protein phosphorylation, the cytoplasm, the plasma membrane, the cytosol, zinc ion binding, ATP binding, protein kinase binding/activity, and enzyme binding. The Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis revealed that the pathways were associated with cancer, inflammatory mediator regulation of the transient receptor potential channels, and microRNA in cancer. Additionally, molecular docking indicated that HSYA mainly interacts with five targets, namely interleukin 1 beta (IL-1β), signal transducer and activator of transcription 3 (STAT3), E1A-binding protein p300 (EP300), protein kinase C alpha (PRKCA), and inhibitor of nuclear factor kappa B kinase subunit beta (IKBKB). In animal experiments, HSYA administration ameliorated the infarct size, neurological deficit score, histopathological changes, carotid intima-media thickness (IMT), and blood lipid level (total cholesterol and triglycerides). Immunochemistry and quantitative PCR showed that HSYA intervention downregulated the expression of STAT3, EP300, PRKCA, and IKBKB, and the enzyme-linked immunoassay showed reduced IL-1β levels. The findings of this study provide a reference for the development of anti-ISFA drugs.
first_indexed 2024-03-09T01:45:36Z
format Article
id doaj.art-06cc0ded630e473680b4acd5e8bc117f
institution Directory Open Access Journal
issn 1420-3049
language English
last_indexed 2024-03-09T01:45:36Z
publishDate 2023-11-01
publisher MDPI AG
record_format Article
series Molecules
spelling doaj.art-06cc0ded630e473680b4acd5e8bc117f2023-12-08T15:22:28ZengMDPI AGMolecules1420-30492023-11-012823782910.3390/molecules28237829Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following AtherosclerosisXi Han0Huifen Zhou1Junjun Yin2Jiaqi Zhu3Jiehong Yang4Haitong Wan5School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaSchool of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, ChinaHydroxysafflor yellow A (HSYA) is derived from <i>Carthamus tinctorius</i> L. (Honghua in Chinese) and is used to treat cardiovascular and cerebrovascular disease. However, the mechanism by which HSYA treats ischemic stroke following atherosclerosis (ISFA) remains unclear. The targets and pathways of HSYA against ISFA were obtained using network analysis. A total of 3335 potential IFSA-related targets were predicted using the GenCards and Drugbank databases, and a total of 88 potential HSYA-related targets were predicted using the Swiss Target Prediction database. A total of 62 HSYA-related targets against IFSA were obtained. The network was composed of HSYA, 62 targets, and 20 pathways. The top 20 targets were constructed via the protein–protein interaction (PPI) network. Gene Ontology analysis revealed that the targets were involved in signal transduction, protein phosphorylation, the cytoplasm, the plasma membrane, the cytosol, zinc ion binding, ATP binding, protein kinase binding/activity, and enzyme binding. The Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis revealed that the pathways were associated with cancer, inflammatory mediator regulation of the transient receptor potential channels, and microRNA in cancer. Additionally, molecular docking indicated that HSYA mainly interacts with five targets, namely interleukin 1 beta (IL-1β), signal transducer and activator of transcription 3 (STAT3), E1A-binding protein p300 (EP300), protein kinase C alpha (PRKCA), and inhibitor of nuclear factor kappa B kinase subunit beta (IKBKB). In animal experiments, HSYA administration ameliorated the infarct size, neurological deficit score, histopathological changes, carotid intima-media thickness (IMT), and blood lipid level (total cholesterol and triglycerides). Immunochemistry and quantitative PCR showed that HSYA intervention downregulated the expression of STAT3, EP300, PRKCA, and IKBKB, and the enzyme-linked immunoassay showed reduced IL-1β levels. The findings of this study provide a reference for the development of anti-ISFA drugs.https://www.mdpi.com/1420-3049/28/23/7829hydroxysafflor yellow Aischemia stroke following atherosclerosisnetwork analysisanimal experiments
spellingShingle Xi Han
Huifen Zhou
Junjun Yin
Jiaqi Zhu
Jiehong Yang
Haitong Wan
Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
Molecules
hydroxysafflor yellow A
ischemia stroke following atherosclerosis
network analysis
animal experiments
title Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
title_full Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
title_fullStr Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
title_full_unstemmed Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
title_short Network Analysis and Experimental Verification of the Mechanisms of Hydroxysafflor Yellow A in Ischemic Stroke Following Atherosclerosis
title_sort network analysis and experimental verification of the mechanisms of hydroxysafflor yellow a in ischemic stroke following atherosclerosis
topic hydroxysafflor yellow A
ischemia stroke following atherosclerosis
network analysis
animal experiments
url https://www.mdpi.com/1420-3049/28/23/7829
work_keys_str_mv AT xihan networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis
AT huifenzhou networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis
AT junjunyin networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis
AT jiaqizhu networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis
AT jiehongyang networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis
AT haitongwan networkanalysisandexperimentalverificationofthemechanismsofhydroxysaffloryellowainischemicstrokefollowingatherosclerosis