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Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients
OBJECTIVE: To analyse the clinical features of diabetic peripheral neuropathy (DPN) and employ data mining technology to explore the rules of Chinese herbal medicine (CHM) therapy. METHODS: The clinical data of 216 patients with DPN and qi-yin deficiency syndrome were obtained, and the clinical feat...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382735/ https://www.ncbi.nlm.nih.gov/pubmed/32724325 http://dx.doi.org/10.1155/2020/5795264 |
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author | Zhao, Jindong Li, Yan Xin, Ling Sun, Min Yu, Chanjuan Shi, Guobin Bao, Taotao Liu, Jian Ni, Yingqun Lu, RuiMin Wu, Yuanyuan Fang, Zhaohui |
author_facet | Zhao, Jindong Li, Yan Xin, Ling Sun, Min Yu, Chanjuan Shi, Guobin Bao, Taotao Liu, Jian Ni, Yingqun Lu, RuiMin Wu, Yuanyuan Fang, Zhaohui |
author_sort | Zhao, Jindong |
collection | PubMed |
description | OBJECTIVE: To analyse the clinical features of diabetic peripheral neuropathy (DPN) and employ data mining technology to explore the rules of Chinese herbal medicine (CHM) therapy. METHODS: The clinical data of 216 patients with DPN and qi-yin deficiency syndrome were obtained, and the clinical features of the patients were assessed by cluster analysis. Relevant information was entered into the clinical diagnosis and treatment collection system, and data mining techniques were used to analyse the drug frequency, core CHM, CHM pair, and so on. RESULTS: In this study, glycated haemoglobin (HbA1c) and homocysteine (HCY) were closely related to the pathogenesis of DPN. Overall, 162 patients had typical DPN syndrome characteristics, and we analysed 216 prescriptions, including 182 CHM. The frequencies of prescription of Astragalus membranaceus, Ligusticum wallichii, Poria cocos, and Radix Rehmanniae were greater than 45%. A Bayesian network analysis diagram showed that the 9 most common core CHM included Astragalus membranaceus, Ligusticum wallichii, Poria cocos, atractylodes rhizome, and Salvia miltiorrhiza Bge. According to the association rules of CHM, Radix Ophiopogon is used for Codonopsis pilosula; Astragalus membranaceus and atractylodes rhizome for Rehmannia are also frequently used. Astragalus membranaceus and Cinnamomi Ramulus or Ligusticum wallichii and Moutan bark were highly related to a decreased Michigan Diabetic Neuropathy Score. CONCLUSION: HbA1c and HCY are related risk factors for DPN. Numbness is a typical syndrome characteristic. Astragalus membranaceus is a monarch CHM and is used most frequently. |
format | Online Article Text |
id | pubmed-7382735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-73827352020-07-27 Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients Zhao, Jindong Li, Yan Xin, Ling Sun, Min Yu, Chanjuan Shi, Guobin Bao, Taotao Liu, Jian Ni, Yingqun Lu, RuiMin Wu, Yuanyuan Fang, Zhaohui Evid Based Complement Alternat Med Research Article OBJECTIVE: To analyse the clinical features of diabetic peripheral neuropathy (DPN) and employ data mining technology to explore the rules of Chinese herbal medicine (CHM) therapy. METHODS: The clinical data of 216 patients with DPN and qi-yin deficiency syndrome were obtained, and the clinical features of the patients were assessed by cluster analysis. Relevant information was entered into the clinical diagnosis and treatment collection system, and data mining techniques were used to analyse the drug frequency, core CHM, CHM pair, and so on. RESULTS: In this study, glycated haemoglobin (HbA1c) and homocysteine (HCY) were closely related to the pathogenesis of DPN. Overall, 162 patients had typical DPN syndrome characteristics, and we analysed 216 prescriptions, including 182 CHM. The frequencies of prescription of Astragalus membranaceus, Ligusticum wallichii, Poria cocos, and Radix Rehmanniae were greater than 45%. A Bayesian network analysis diagram showed that the 9 most common core CHM included Astragalus membranaceus, Ligusticum wallichii, Poria cocos, atractylodes rhizome, and Salvia miltiorrhiza Bge. According to the association rules of CHM, Radix Ophiopogon is used for Codonopsis pilosula; Astragalus membranaceus and atractylodes rhizome for Rehmannia are also frequently used. Astragalus membranaceus and Cinnamomi Ramulus or Ligusticum wallichii and Moutan bark were highly related to a decreased Michigan Diabetic Neuropathy Score. CONCLUSION: HbA1c and HCY are related risk factors for DPN. Numbness is a typical syndrome characteristic. Astragalus membranaceus is a monarch CHM and is used most frequently. Hindawi 2020-07-17 /pmc/articles/PMC7382735/ /pubmed/32724325 http://dx.doi.org/10.1155/2020/5795264 Text en Copyright © 2020 Jindong Zhao et al. http://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 Zhao, Jindong Li, Yan Xin, Ling Sun, Min Yu, Chanjuan Shi, Guobin Bao, Taotao Liu, Jian Ni, Yingqun Lu, RuiMin Wu, Yuanyuan Fang, Zhaohui Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title | Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title_full | Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title_fullStr | Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title_full_unstemmed | Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title_short | Clinical Features and Rules of Chinese Herbal Medicine in Diabetic Peripheral Neuropathy Patients |
title_sort | clinical features and rules of chinese herbal medicine in diabetic peripheral neuropathy patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382735/ https://www.ncbi.nlm.nih.gov/pubmed/32724325 http://dx.doi.org/10.1155/2020/5795264 |
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