Cargando…
Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology
Though widely used in the treatment of coronary heart disease (CHD), the mechanism of traditional Chinese medicine (TCM) is still unclear because of its complex prescription rules. This study prospectively collected 715 prescriptions of TCM for the treatment of CHD. The characteristics of TCM in pre...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8557045/ https://www.ncbi.nlm.nih.gov/pubmed/34725557 http://dx.doi.org/10.1155/2021/9234984 |
_version_ | 1784592296194342912 |
---|---|
author | Bi, Siling Xu, Liang Chen, Shouqiang Bu, Shuai Xu, Yunsheng |
author_facet | Bi, Siling Xu, Liang Chen, Shouqiang Bu, Shuai Xu, Yunsheng |
author_sort | Bi, Siling |
collection | PubMed |
description | Though widely used in the treatment of coronary heart disease (CHD), the mechanism of traditional Chinese medicine (TCM) is still unclear because of its complex prescription rules. This study prospectively collected 715 prescriptions of TCM for the treatment of CHD. The characteristics of TCM in prescriptions were described and analyzed, and the rules of prescriptions were analyzed by using association rules. Frequency statistics showed that the high-frequency herbs with a frequency of more than 60% were Gan-cao, Huang-qi, Dang-gui, Chuan-xiong, Yan-hu-suo, and San-qi. The high-frequency herb combinations were summarized by using association rules. By using the method of the “Top N groups” to excavate the empirical prescriptions, the basic prescriptions for treating CHD were summarized. We named the intersection herbs of the basic prescriptions and the high frequency herbs as the core herbal prescription. To explore the possible mechanisms underlying the anti-CHD effect of the core herbal prescription, the bioactive components of core herbal prescription and their targets were screened out by using network pharmacology. Molecular docking was performed between the bioactive components and core targets. A total of 28 potential active ingredients and 5 core targets were identified for the treatment of CHD with core herbal prescription. The enrichment analysis results indicated that the mechanism of action mainly involved neuroactive ligand-receptor interaction and calcium signaling pathway. The commonly used herbal pairs for CHD with qi deficiency and blood stasis syndrome were Huang-qi and Dang-gui. The mechanism of action of common herbal pairs was also studied by network pharmacology. This study summarized the prescription rule of TCM in the treatment of CHD and may provide a new idea for the treatment of CHD. |
format | Online Article Text |
id | pubmed-8557045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-85570452021-10-31 Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology Bi, Siling Xu, Liang Chen, Shouqiang Bu, Shuai Xu, Yunsheng Evid Based Complement Alternat Med Review Article Though widely used in the treatment of coronary heart disease (CHD), the mechanism of traditional Chinese medicine (TCM) is still unclear because of its complex prescription rules. This study prospectively collected 715 prescriptions of TCM for the treatment of CHD. The characteristics of TCM in prescriptions were described and analyzed, and the rules of prescriptions were analyzed by using association rules. Frequency statistics showed that the high-frequency herbs with a frequency of more than 60% were Gan-cao, Huang-qi, Dang-gui, Chuan-xiong, Yan-hu-suo, and San-qi. The high-frequency herb combinations were summarized by using association rules. By using the method of the “Top N groups” to excavate the empirical prescriptions, the basic prescriptions for treating CHD were summarized. We named the intersection herbs of the basic prescriptions and the high frequency herbs as the core herbal prescription. To explore the possible mechanisms underlying the anti-CHD effect of the core herbal prescription, the bioactive components of core herbal prescription and their targets were screened out by using network pharmacology. Molecular docking was performed between the bioactive components and core targets. A total of 28 potential active ingredients and 5 core targets were identified for the treatment of CHD with core herbal prescription. The enrichment analysis results indicated that the mechanism of action mainly involved neuroactive ligand-receptor interaction and calcium signaling pathway. The commonly used herbal pairs for CHD with qi deficiency and blood stasis syndrome were Huang-qi and Dang-gui. The mechanism of action of common herbal pairs was also studied by network pharmacology. This study summarized the prescription rule of TCM in the treatment of CHD and may provide a new idea for the treatment of CHD. Hindawi 2021-10-23 /pmc/articles/PMC8557045/ /pubmed/34725557 http://dx.doi.org/10.1155/2021/9234984 Text en Copyright © 2021 Siling Bi 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 | Review Article Bi, Siling Xu, Liang Chen, Shouqiang Bu, Shuai Xu, Yunsheng Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title | Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title_full | Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title_fullStr | Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title_full_unstemmed | Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title_short | Detection of Herbal Combinations and Pharmacological Mechanisms of Clinical Prescriptions for Coronary Heart Disease Using Data Mining and Network Pharmacology |
title_sort | detection of herbal combinations and pharmacological mechanisms of clinical prescriptions for coronary heart disease using data mining and network pharmacology |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8557045/ https://www.ncbi.nlm.nih.gov/pubmed/34725557 http://dx.doi.org/10.1155/2021/9234984 |
work_keys_str_mv | AT bisiling detectionofherbalcombinationsandpharmacologicalmechanismsofclinicalprescriptionsforcoronaryheartdiseaseusingdataminingandnetworkpharmacology AT xuliang detectionofherbalcombinationsandpharmacologicalmechanismsofclinicalprescriptionsforcoronaryheartdiseaseusingdataminingandnetworkpharmacology AT chenshouqiang detectionofherbalcombinationsandpharmacologicalmechanismsofclinicalprescriptionsforcoronaryheartdiseaseusingdataminingandnetworkpharmacology AT bushuai detectionofherbalcombinationsandpharmacologicalmechanismsofclinicalprescriptionsforcoronaryheartdiseaseusingdataminingandnetworkpharmacology AT xuyunsheng detectionofherbalcombinationsandpharmacologicalmechanismsofclinicalprescriptionsforcoronaryheartdiseaseusingdataminingandnetworkpharmacology |