1. 天津中医药大学第一附属医院肾病科,天津,300193
2. 河北省沧州中西医结合医院中医内科,河北沧州,061001
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王健, 王耀光. 基于数据挖掘的当代中医治疗慢性肾炎蛋白尿证治方药规律研究[J]. 上海中医药杂志, 2019,53(4):17-21.
WANG Jian, WANG Yaoguang. Research on regularity of syndrome-treatment and prescription-drugs of proteinuria in chronic nephritis in contemporary Chinese medicine based on data mining[J]. Shanghai Journal of Traditional Chinese Medicine, 2019,53(4):17-21.
王健, 王耀光. 基于数据挖掘的当代中医治疗慢性肾炎蛋白尿证治方药规律研究[J]. 上海中医药杂志, 2019,53(4):17-21. DOI: 10.16305/j.1007-1334.2019.04.004.
WANG Jian, WANG Yaoguang. Research on regularity of syndrome-treatment and prescription-drugs of proteinuria in chronic nephritis in contemporary Chinese medicine based on data mining[J]. Shanghai Journal of Traditional Chinese Medicine, 2019,53(4):17-21. DOI: 10.16305/j.1007-1334.2019.04.004.
目的:应用数据挖掘技术,研究当代中医治疗慢性肾炎蛋白尿的证治方药规律。 方法:检索并筛选中国知网、万方医学网数据库中近20年间发表的有关当代中医治疗慢性肾炎蛋白尿的文献,提取其中的证治方药信息,建立数据库。在统计软件中运用频数统计、关联规则分析、聚类分析等方法进行数据挖掘,探求相关证治方药规律。 结果:①中医证型由高频至低频依次为脾肾两虚证、气阴两虚证、风邪外袭证、肝肾阴虚证、湿热壅盛证等。②按照方剂功用进行分类汇总,其中补益剂出现频率最高,为252次;其次为祛湿剂,为128次;再次为逐瘀剂,为51次。③按照方剂应用频次进行统计,排名前5位的方剂为参苓白术散(30次)、六味地黄丸(29次)、参芪地黄汤(20次)、二至丸(18次)、金匮肾气丸(18次)。④应用频次最多的中药为黄芪。⑤经中药数据聚类分析后,发现“茯苓、地黄、山茱萸、山药、泽泻、牡丹皮、黄芪、白术”“党参、菟丝子、陈皮、甘草、金樱子、芡实”“丹参、益母草、当归、川芎、赤芍、桃仁、红花”等5个新的药物组合。⑥慢性肾炎蛋白尿的核心中药主要为补气健脾药(黄芪、白术、茯苓),以及补肾涩精药(山茱萸、山药、地黄、芡实)。 结论:①当代中医认为,慢性肾炎蛋白尿的基本病机在于脾肾两虚,风邪、湿热、瘀血是其常见病理因素,临床上可以从脾肾两虚、气阴两虚、肝肾阴虚、风邪外袭、湿热壅盛、血瘀六个证型进行辨证论治。②参苓白术散、六味地黄丸及参芪地黄汤是临床使用率较高的方剂;治疗慢性肾炎蛋白尿的核心中药主要为补气健脾药(黄芪、白术、茯苓),以及补肾涩精药(山茱萸、山药、地黄、芡实)。
Objective:To study the regularity of syndrome-treatment and prescription-drugs of proteinuria in chronic nephritis in contemporary Chinese medicine using data mining technology. MethodsLiteratures published in recent 20 years about proteinuria in chronic nephritis in contemporary Chinese medicine were retrieved and screened in the database of China National Knowledge Infrastructure (www.CNKI.net) and Wanfang Medical Network (http://med.wanfangdata.com.cn/), and the information on syndrome-treatment and prescription-drugs was extracted to establish a database. In statistical software, frequency statistics, association rules analysis, cluster analysis and other methods were used for data mining to explore the relevant regularity. Results:①The traditional Chinese medicine (TCM) syndromes from high to low frequency were spleen and kidney deficiency, qi and yin deficiency, external attack of wind pathogen, liver and kidney yin deficiency, excessive dampness and heat, etc. ②In terms of the function of prescriptions, tonifying recipes showed the highest frequency of occurrence, 252 times; followed by dampness dispelling recipes, 128 times; and stasis removing recipes, 51 times. ③In terms of the frequency of prescription application, the top five prescriptions are Shenling Baizhu Powder (30 times), Liuwei Dihuang Pill (29 times), Shenqi Dihuang Decoction (20 times), Erzhi Pill (18 times) and Jinkui Shenqi Pill (18 times). ④Astragalus root is the most frequently used traditional Chinese medicine. ⑤After cluster analysis of data on traditional Chinese medicine, five new drug combinations were found, including “poria, rehmannia root, cornus fruit, dioscorea root, alisma tuber, tree peony bark, astragalus root and ovate atractylodes root”, “codonopsis root, dodder seed, aged tangerine peel, licorice root, cherokee rose fruit and euryale seed” and “salvia root, motherwort, Chinese angelica, Sichuan lovage root, red peony root, peach kernel and safflower”. ⑥The core Chinese medicines for proteinuria in chronic nephritis were mainly qi-tonifying and spleen-invigorating drugs (astragalus root, ovate atractylodes root and poria) and drugs supplementing the kidney and astringing essence (cornus fruit, dioscorea root, rehmannia root and euryale seed). Conclusion:①According to TCM, the basic pathogenesis of proteinuria in chronic nephritis is spleen and kidney deficiency. Wind pathogen, dampness-heat and blood stasis are the common pathological factors. Clinically, syndrome differentiation and treatment can be carried out considering six syndromes:spleen and kidney deficiency, qi and yin deficiency, liver and kidney yin deficiency, external attack of wind pathogen, excessive dampness and heat and blood stasis. ②Shenling Baizhu Powder, Liuwei Dihuang Pill and Shenqi Dihuang Decoction are the commonly used prescriptions clinically; the core Chinese medicines for proteinuria in chronic nephritis are mainly qi-tonifying and spleen-invigorating drugs (astragalus root, ovate atractylodes root and poria) and drugs supplementing the kidney and astringing essence (cornus fruit, dioscorea root, rehmannia root and euryale seed).
蛋白尿慢性肾炎数据挖掘黄芪脾肾两虚证补气健脾补肾涩精
proteinuriachronic nephritisdata miningastragalus rootspleen and kidney deficiencytonifying qi and invigorating the spleensupplementing the kidney and astringing essence
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