Moulis Guillaume, Ibañez Berta, Palmaro Aurore, Aizpuru Felipe, Millan Eduardo, Lapeyre-Mestre Maryse, Sailler Laurent, Cambra Koldo
Department of Internal Medicine, Toulouse University Hospital, Toulouse, France,
UMR1027 INSERM, University of Toulouse, Toulouse, France,
Clin Epidemiol. 2018 Jul 27;10:863-874. doi: 10.2147/CLEP.S151890. eCollection 2018.
The EPICHRONIC (EPIdemiology of CHRONIC diseases) project investigated the possibility of developing common procedures for French and Spanish electronic health care databases to enable large-scale pharmacoepidemiological studies on chronic diseases. A feasibility study assessed the prevalence of type 2 diabetes mellitus (T2DM) in Navarre and the Basque Country (Spain) and the Midi-Pyrénées region (France).
We described and compared database structures and the availability of hospital, outpatient, and drug-dispensing data from 5.9 million inhabitants. Due to differences in database structures and recorded data, we could not develop a common procedure to estimate T2DM prevalence, but identified an algorithm specific to each database. Patients were identified using primary care diagnosis codes previously validated in Spanish databases and a combination of primary care diagnosis codes, hospital diagnosis codes, and data on exposure to oral antidiabetic drugs from the French database.
Spanish and French databases (the latter termed Système National d'Information Inter-Régimes de l'Assurance Maladie [SNIIRAM]) included demographic, primary care diagnoses, hospital diagnoses, and outpatient drug-dispensing data. Diagnoses were encoded using the International Classification of Primary Care (version 2) and the International Classification of Diseases, version 9 and version 10 (ICD-9 and ICD-10) in the Spanish databases, whereas the SNIIRAM contained ICD-10 codes. All data were anonymized before transferring to researchers. T2DM prevalence in the population over 20 years was estimated to be 6.6-7.0% in the Spanish regions and 6.3% in the Midi-Pyrénées region with ~2% higher estimates for males in the three regions.
Tailored procedures can be designed to estimate the prevalence of T2DM in population-based studies from Spanish and French electronic health care records.
“慢性病流行病学(EPICHRONIC)”项目研究了为法国和西班牙的电子医疗数据库制定通用程序的可能性,以开展关于慢性病的大规模药物流行病学研究。一项可行性研究评估了西班牙纳瓦拉和巴斯克地区以及法国南部-比利牛斯地区2型糖尿病(T2DM)的患病率。
我们描述并比较了来自590万居民的数据库结构以及医院、门诊和配药数据的可获取性。由于数据库结构和记录数据存在差异,我们无法制定通用程序来估计T2DM患病率,但为每个数据库确定了特定算法。使用先前在西班牙数据库中验证过的初级保健诊断代码以及法国数据库中的初级保健诊断代码、医院诊断代码和口服降糖药暴露数据的组合来识别患者。
西班牙和法国的数据库(后者称为全国疾病保险跨制度信息系统[SNIIRAM])包含人口统计学、初级保健诊断、医院诊断和门诊配药数据。西班牙数据库中诊断使用国际初级保健分类(第2版)以及国际疾病分类第9版和第10版(ICD - 9和ICD - 10)进行编码,而SNIIRAM包含ICD - 10代码。所有数据在转移给研究人员之前均已匿名化。20岁以上人群中,西班牙各地区的T2DM患病率估计为6.6 - 7.0%,南部-比利牛斯地区为6.3%,三个地区男性的估计患病率约高2%。
可以设计定制程序,从西班牙和法国的电子医疗记录中估计基于人群研究中的T2DM患病率。