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1. 成都中医药大学药学院,成都,611137
2. 内江市中医院重症医学科,内江,641000
纸质出版日期:2022,
网络出版日期:2022-3-20,
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王丹, 刘一城, 卢锋, 等. 中药治疗股骨头坏死与骨质疏松数据库的构建 及“异病同治”机理[J]. 西南医科大学学报, 2022,45(2):139-145.
WANG Dan, LIU Yicheng, LU Feng, et al. Construction of database in Traditional Chinese Medicine treatment of femoral head necrosis and osteoporosis and mechanism of“treating different diseases with the same method”[J]. Journal of Southwest Medical University, 2022,45(2):139-145.
王丹, 刘一城, 卢锋, 等. 中药治疗股骨头坏死与骨质疏松数据库的构建 及“异病同治”机理[J]. 西南医科大学学报, 2022,45(2):139-145. DOI: 10.3969/j.issn.2096-3351.2022.02.011.
WANG Dan, LIU Yicheng, LU Feng, et al. Construction of database in Traditional Chinese Medicine treatment of femoral head necrosis and osteoporosis and mechanism of“treating different diseases with the same method”[J]. Journal of Southwest Medical University, 2022,45(2):139-145. DOI: 10.3969/j.issn.2096-3351.2022.02.011.
目的基于数据挖掘研究中药治疗股骨头坏死和骨质疏松“异病同治”的用药规律与机理。方法分别检索中国知网、方剂现代应用数据库和中国方剂数据库中中药治疗股骨头坏死、骨质疏松的临床研究,构建数据库。基于Apriori 算法实施关联规则分析,后利用SPSS 行聚类分析,并基于网络药理学分析高频药对治疗两种疾病的潜在机制。结果本研究分别筛选出股骨头坏死64 首处方、骨质疏松69 首处方,单味药二者均以当归使用频次最高,其次,股骨头坏死中应用频数较高的有牛膝、川芎、红花、续断、黄芪等;而骨质疏松使用频率较高的有熟地黄、杜仲、淫羊藿、甘草等,二者的常用药物多属于补虚、活血通络类中药。常用药对均以当归-党参、当归-白芍使用频次最高。聚类分析分别得到4个核心组合,其中两个组合同时适用于两类疾病,其余两个组合为其所各有。对高频药对进行机制分析,结果显示“当归-白芍”药对中4 个成分、7 个关键靶点、10 个通路共同作用于两种疾病。结论数据挖掘结果表明股骨头坏死和骨质疏松的临床治疗中都常应用补虚药和活血化瘀药,此为“同治”的一方面。另外,两种疾病的关键靶点和富集到的信号通路存在相同部分也为“同治”提供了一定程度的支持。除此之外,股骨头坏死也常应用骨碎补、牛膝以调补阴阳,而骨质疏松则会应用熟地黄、黄芪和山药以益气养阴,体现了二者病机的不同之处,为临床中两类疾病的治疗提供了循证依据。
Objective To study the rule of“treating different diseases with the same method”in traditional Chinese medicine treatment of femoral head necrosis(ONFH)and osteoporosis(OP)using data mining technology. Methods We searched Chinese Na-tional Knowledge Infrastructure,the database of prescription modern application,and the Chinese prescription database for clinical re-search on using traditional Chinese medicine for treating femoral head necrosis and osteoporosis,and constructed a database for analy-sis. We performed an association rule analysis based on the Apriori algorithm,then a cluster analysis using SPSS,and subsequently,net-work pharmacology analysis for the potential mechanism of high-frequency drug combinations in treating the two diseases was used. Results Sixty-four prescriptions for ONFH and 69 prescriptions for OP were screened out. Angelica sinensis was the most frequently used single medicine for both ONFH and OP. The high-frequency single medicines for ONFH included Radix Achyranthis Bidentatae, Rhizoma Chuanxiong,Carthamus tinctorius,Dipsacus japonicus,and Astragalus propinquus. The high-frequency single medicines for OP included prepared Radix Rehmanniae,Eucommia ulmoides,Herba Epimedii,and Radix Glycyrrhizae. Most of the commonly used medicines for the two diseases belonged to the drugs tonifying deficiency,promoting blood circulation,and dredging collaterals. The most commonly used drug pairs were A. sinensis-Codonopsis pilosula and A. sinensis-Radix Paeoniae Alba. The cluster analysis ob-tained four core combinations each for ONFH and OP,two of which were suitable for both diseases and the other two combinations were unique to the corresponding diseases. The mechanism analysis of the high-frequency drug pairs showed that 4 components,7 key tar-gets,and 10 pathways in the drug pair of A. sinensis-Radix Paeoniae Alba could act in both diseases. Conclusion The concept of “treating different diseases with the same method”in the treatment of ONFH and OP is reflected by the results that both conditions are commonly treated with deficiency-tonifying drugs and blood-activating and stasis-resolving drugs and share some key targets and sig-naling pathways. In addition,Rhizoma Drynariae and Radix Achyranthis Bidentatae are also frequently used for ONFH to adjust Yin and Yang,while prepared Radix Rehmanniae,A. propinquus,and Dioscorea opposita are used for OP to benefit qi and nourish yin,re-flecting the difference in pathogenesis of the two diseases,which provides a basis for the treatment of the two diseases.
数据挖掘网络药理学股骨头坏死骨质疏松用药规律异病同治
Data miningNetwork pharmacologyFemoral head necrosisOsteoporosisMedication ruleTreating different dis-eases with the same method
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