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A Data Mining-Based Analysis of Medication Rules in Treating Bone Marrow Suppression by Kidney-Tonifying Method

机译:肾脏调整方法治疗骨髓抑制治疗骨髓抑制的数据挖掘分析

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摘要

Objective. To investigate the rule of kidney-tonifying method in Chinese medicine for the treatment of bone marrow suppression (BMS), in order to provide evidence and references for the clinical application of herbs and formulae. Design. Collecting and sorting the information about the treatment of BMS related to kidney-tonifying (Bushen) method in Chinese medicine literatures on databases including Chinese National Knowledge Infrastructure (CNKI), and Chinese Biomedical Literature Database (CBM), establishing a database of BMS treating formulae after radiotherapy and chemotherapy with traditional Chinese medicine (TCM) kidney-tonifying method, and finally applying the relevant theories and techniques of data mining to analyze the medication rules of it. Results. A total of 239 formulae and 202 herbs were included in this database, in which the herbs occurred 2,602 times in general. The high frequency herbs included Astragali Radix (Huangqi), Atractylodis Macrocephalae Rhizoma (Baizhu), and Ligustri Lucidi Fructus (Nvzhenzi). The main herb categories were deficiency-tonifying herbs, blood-activating herbs, dampness-draining diuretic herbs, heat-clearing herbs, and digestant herbs. Deficiency-tonifying herbs accounted for 64.60% of the total number. A total of 8 clustering formulae are summarized according to cluster analysis and 26 herb suits association rules are identified by Apriori algorithm. Conclusion. The treatment of BMS is mainly based on the method of invigorating the spleen and tonifying the kidney and liver to strengthen healthy qi, supplementing with blood-activating herbs, and dampness-draining diuretic herbs to eliminate pathogenic factors.
机译:客观的。探讨中医治疗骨髓抑制(BMS)的肾脏调整方法规则,以提供草药和公式临床应用的证据和参考。设计。在中国国家知识基础设施(CNKI)和中国生物医学文献数据库(CBM)中,在中医文献中收集和分类有关肾脏调整(BULDEN)方法的肾脏调整(丛林)方法的信息,建立了BMS处理公式的数据库放射治疗和中医(TCM)肾脏调整方法后,最终应用数据采矿的相关理论和技术分析其药物规则。结果。该数据库中共有239种配方和202口草药,其中草药通常发生2,602次。高频草药包括黄芪(黄芪),atractylodis macrocephalae Rhizoma(Baizhu),以及Ligustri lucidi果(Nvzhenzi)。主要的草药类别缺乏调整的草药,血液活化草药,潮湿排水利尿剂,清热草药和消化剂草药。缺乏调整的草药占总数的64.60%。总共8个聚类公式总结了群集分析,并且通过APRiori算法识别了26个草本诉讼协会规则。结论。 BMS的治疗主要是基于调用脾脏和调整肾脏和肝脏来加强健康QI的方法,补充血液激活的草药,并潮湿排尿利尿剂以消除致病因子。

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