基于数据挖掘的糖尿病前期动物模型应用特点分析  

Analysis of Application Characteristics of Animal Models of Pre-Diabetes Based on Data Mining

作　　者：肖颖馥 盛文 张锦明[2] 朱从旭 李波男 何清湖[1,3] XIAO Yingfu;SHENG Wen;ZHANG Jinming;ZHU Congxu;LI Bonan;HE Qinghu(Hunan University of Chinese Medicine,Changsha 410208,China;Guangdong Provincial Hospital of Chinese Medicine,Guangzhou 511400,China;Hunan University of Medicine,Huaihua 418000,China)

机构地区：[1]湖南中医药大学,长沙410208 [2]广东省中医院,广州511400 [3]湖南医药学院,湖南怀化418000

出　　处：《中国中医基础医学杂志》2023年第8期1288-1295,共8页JOURNAL OF BASIC CHINESE MEDICINE

基　　金：全国中医药高等教育“十四五”规划2021年度教育科研课题(ZD-20-11);湖南中医药大学研究生创新课题项目(2021CX07);湖南中医药大学-湖南中和大汉健康产业运营管理有限公司联合基金项目(院发[2022]14号)。

摘　　要：目的研究糖尿病前期动物模型造模特点,为糖尿病前期动物模型的规范化提供参考。方法通过检索糖尿病前期动物模型的文献,建立数据库,归纳实验动物种类、造模方法、造模周期、成模标准、高频检测指标、阳性药种类等,并进行分析。结果纳入符合标准的128篇文献,糖尿病前期模型的动物种类以Wistar、Sprague Dawley(SD)和C57BL/6J为主。大部分采用高脂饮食诱导糖尿病前期模型,脂肪供能占比主要为50%~60%,造模周期通常在16~20周左右。其次,自发糖尿病前期模型也比较常用,不同模型各有其特点和适用性。在高频检测指标以空腹血糖、葡萄糖耐量和血清胰岛素为主;在干预方式中,西药以二甲双胍为主,中药以中药复方和中药提取物为主。结论糖尿病前期动物模型受关注日益增多,有多种造模方式可以较好地模拟糖尿病前期的典型特征,但仍存在相关局限性,本研究通过数据挖掘为模型选择和模型完善提供参考和思路。Objective To study the modeling points of prediabetes animal models,and to provide a reference for the standardization of prediabetes animal models.Methods By retrieving the literature on prediabetic animal models,a database was established,and the types of experimental animals,modeling methods,modeling cycle,modeling standards,high-frequency detection indicators,and positive drug types were summarized and analyzed.Results A total of 128 kinds of literature meeting the criteria were included.The animals of prediabetes were mainly Wistar,Sprague Dawley,and C57BL/6J.High-fat diet induction was the main modeling method of which fat energy supply accounted for 50%~60%,and the modeling cycle was usually about 16~20w.In addition,spontaneous prediabetes models are also commonly used,but different models have their characteristics and applicability.Fasting blood glucose,glucose tolerance test and serum insulin test were the main indicators of high-frequency detection.In the intervention methods,metformin was the main western medicine,Chinese medicine includes Chinese medicine compounds and Chinese medicine extract.Conclusion Prediabetes animal models have attracted increasing attention,and a variety of modeling methods have appeared,which can simulate the typical features of pre-diabetes,but there are still some limitations.Through data mining and analysis of the prediabetic.animal model,the paper puts forward specific views,to provide guidance and reference for the establishment of an ideal prediabetic animal model.

关 键 词：动物模型 糖尿病前期 数据挖掘 模型特点 造模要素 

分 类 号：R-33[医药卫生]