Cargando…

Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study

BACKGROUND: Although traditional Chinese medicine (TCM) has good efficacy in the treatment of mild cognitive impairment (MCI), especially memory improvement and safety, its substance basis and intervention mechanism are particularly complex and unknown. Therefore, based on network pharmacology and d...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Z., Wang, Yu-Chun, Tian, Danfeng, Hu, Wen-Yue, Wang, Zhen-Yi, Liu, Gan-Lu, Ma, Hua-Ping, Hu, Yu-Li, Wu, Bin, Han, Zhen-Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132671/
https://www.ncbi.nlm.nih.gov/pubmed/35646138
http://dx.doi.org/10.1155/2022/2478940
_version_ 1784713430004924416
author Chang, Z.
Wang, Yu-Chun
Tian, Danfeng
Hu, Wen-Yue
Wang, Zhen-Yi
Liu, Gan-Lu
Ma, Hua-Ping
Hu, Yu-Li
Wu, Bin
Han, Zhen-Yun
author_facet Chang, Z.
Wang, Yu-Chun
Tian, Danfeng
Hu, Wen-Yue
Wang, Zhen-Yi
Liu, Gan-Lu
Ma, Hua-Ping
Hu, Yu-Li
Wu, Bin
Han, Zhen-Yun
author_sort Chang, Z.
collection PubMed
description BACKGROUND: Although traditional Chinese medicine (TCM) has good efficacy in the treatment of mild cognitive impairment (MCI), especially memory improvement and safety, its substance basis and intervention mechanism are particularly complex and unknown. Therefore, based on network pharmacology and data mining, this study aims to explore the rules, active ingredients and mechanism of TCM in the treatment of MCI. METHODS: By searching the GeneCard, OMIM, DisGeNET and DrugBank databases, we obtained the critical targets associated with MCI. We matched the components and herbs corresponding to the important targets in the TCMSP platform. Using Cytoscape 3.7.2 software, we constructed a target-component-herb network and conducted a network topology analysis to obtain the core components and herbs. Molecular docking was used to preliminarily analyze and predict the binding activities and main binding combinations of the core targets and components. Based on the analysis of the properties, flavor and meridian distribution of herbs, the rules of herbal therapy for MCI were summarized. RESULTS: Twenty-eight critical targets were obtained after the screening. Using the TCMSP platform, 492 components were obtained. After standardization, we obtained 387 herbs. Based on the target-composition-herb network analysis, the core targets were ADRB2, ADRA1B, DPP4, ACHE and ADRA1D. According to the screening, the core ingredients were beta-sitosterol, quercetin, kaempferol, stigmasterol and luteolin. The core herbs were matched to Danshen, Yanhusuo, Gancao, Gouteng and Jiangxiang. It was found that the herbs were mainly warm in nature, pungent in taste and liver and lung in meridian. The molecular docking results showed that most core components exhibited strong binding activity to the target combination regardless of the in or out of network combination. CONCLUSION: The results of this study indicate that herbs have great potential in the treatment of MCI. This study provides a reference and basis for clinical application, experimental research and new drug development of herbal therapy for MCI.
format Online
Article
Text
id pubmed-9132671
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-91326712022-05-26 Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study Chang, Z. Wang, Yu-Chun Tian, Danfeng Hu, Wen-Yue Wang, Zhen-Yi Liu, Gan-Lu Ma, Hua-Ping Hu, Yu-Li Wu, Bin Han, Zhen-Yun Evid Based Complement Alternat Med Research Article BACKGROUND: Although traditional Chinese medicine (TCM) has good efficacy in the treatment of mild cognitive impairment (MCI), especially memory improvement and safety, its substance basis and intervention mechanism are particularly complex and unknown. Therefore, based on network pharmacology and data mining, this study aims to explore the rules, active ingredients and mechanism of TCM in the treatment of MCI. METHODS: By searching the GeneCard, OMIM, DisGeNET and DrugBank databases, we obtained the critical targets associated with MCI. We matched the components and herbs corresponding to the important targets in the TCMSP platform. Using Cytoscape 3.7.2 software, we constructed a target-component-herb network and conducted a network topology analysis to obtain the core components and herbs. Molecular docking was used to preliminarily analyze and predict the binding activities and main binding combinations of the core targets and components. Based on the analysis of the properties, flavor and meridian distribution of herbs, the rules of herbal therapy for MCI were summarized. RESULTS: Twenty-eight critical targets were obtained after the screening. Using the TCMSP platform, 492 components were obtained. After standardization, we obtained 387 herbs. Based on the target-composition-herb network analysis, the core targets were ADRB2, ADRA1B, DPP4, ACHE and ADRA1D. According to the screening, the core ingredients were beta-sitosterol, quercetin, kaempferol, stigmasterol and luteolin. The core herbs were matched to Danshen, Yanhusuo, Gancao, Gouteng and Jiangxiang. It was found that the herbs were mainly warm in nature, pungent in taste and liver and lung in meridian. The molecular docking results showed that most core components exhibited strong binding activity to the target combination regardless of the in or out of network combination. CONCLUSION: The results of this study indicate that herbs have great potential in the treatment of MCI. This study provides a reference and basis for clinical application, experimental research and new drug development of herbal therapy for MCI. Hindawi 2022-05-18 /pmc/articles/PMC9132671/ /pubmed/35646138 http://dx.doi.org/10.1155/2022/2478940 Text en Copyright © 2022 Z. Chang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chang, Z.
Wang, Yu-Chun
Tian, Danfeng
Hu, Wen-Yue
Wang, Zhen-Yi
Liu, Gan-Lu
Ma, Hua-Ping
Hu, Yu-Li
Wu, Bin
Han, Zhen-Yun
Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title_full Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title_fullStr Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title_full_unstemmed Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title_short Medication Rules in Herbal Medicine for Mild Cognitive Impairment: A Network Pharmacology and Data Mining Study
title_sort medication rules in herbal medicine for mild cognitive impairment: a network pharmacology and data mining study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9132671/
https://www.ncbi.nlm.nih.gov/pubmed/35646138
http://dx.doi.org/10.1155/2022/2478940
work_keys_str_mv AT changz medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT wangyuchun medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT tiandanfeng medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT huwenyue medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT wangzhenyi medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT liuganlu medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT mahuaping medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT huyuli medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT wubin medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy
AT hanzhenyun medicationrulesinherbalmedicineformildcognitiveimpairmentanetworkpharmacologyanddataminingstudy