Faisal Nabiha, Kosowan Leanne, Zafari Hasan, Zulkernine Farhana, Lix Lisa, Mahar Alyson, Singh Harminder, Renner Eberhard, Singer Alexander
Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada.
Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.
Can Liver J. 2023 Dec 20;6(4):375-387. doi: 10.3138/canlivj-2023-0002. eCollection 2023 Dec.
To develop and validate case definitions to identify patients with cirrhosis and alcohol-related cirrhosis using primary care electronic medical records (EMRs) and to estimate cirrhosis prevalence and incidence in pan-Canadian primary care databases, between 2011 and 2019.
A total of 689,301 adult patients were included with ≥1 visit to a primary care provider within the Canadian Primary Care Sentinel Study Network between January 1, 2017, and December 31, 2018. A subsample of 17,440 patients was used to validate the case definitions. Sensitivity, specificity, predictive values were calculated with their 95% CIs and then determined the population-level prevalence and incidence trends with the most accurate case definition.
The most accurate case definition included: ≥1 health condition, billing, or encounter diagnosis for International Classification of Diseases, Ninth Revision codes 571.2, 571.5, 789.59, or 571. Sensitivity (84.6; 95% CI 83.1%-86.%), specificity (99.3; 95% CI 99.1%-99.4%), positive predictive values (94.8; 95% CI 93.9%-95.7%), and negative predictive values (97.5; 95% CI 97.3%-97.7%). Application of this definition to the overall population resulted in a crude prevalence estimate of (0.46%; 95% CI 0.45%-0.48%). Annual incidence of patients with a clinical diagnosis of cirrhosis nearly doubled between 2011 (0.05%; 95% CI 0.04%-0.06%) and 2019 to (0.09%; 95% CI 0.08%-0.09%).
The EMR-based case definition accurately captured patients diagnosed with cirrhosis in primary care. Future work to characterize patients with cirrhosis and their primary care experiences can support improvements in identification and management in primary care settings.
制定并验证病例定义,以便利用基层医疗电子病历(EMR)识别肝硬化和酒精性肝硬化患者,并估计2011年至2019年期间加拿大全国基层医疗数据库中肝硬化的患病率和发病率。
共有689301名成年患者纳入研究,这些患者在2017年1月1日至2018年12月31日期间至少就诊过一次加拿大基层医疗哨点研究网络内的基层医疗服务提供者。17440名患者的子样本用于验证病例定义。计算敏感性、特异性、预测值及其95%置信区间,然后用最准确的病例定义确定人群水平的患病率和发病率趋势。
最准确的病例定义包括:国际疾病分类第九版代码571.2、571.5、789.59或571的≥1种健康状况、计费或就诊诊断。敏感性(84.6;95%置信区间83.1%-86.%)、特异性(99.3;95%置信区间99.1%-99.4%)、阳性预测值(94.8;95%置信区间93.9%-95.7%)和阴性预测值(97.5;95%置信区间97.3%-97.7%)。将此定义应用于总体人群,得出粗患病率估计值为(0.46%;95%置信区间0.45%-0.48%)。临床诊断为肝硬化的患者年发病率在2011年(0.05%;95%置信区间0.04%-0.06%)至2019年期间几乎翻了一番,达到(0.09%;95%置信区间0.08%-0.09%)。
基于电子病历的病例定义准确地捕捉了基层医疗中被诊断为肝硬化的患者。未来对肝硬化患者及其基层医疗经历进行特征描述的工作可以支持改善基层医疗环境中的识别和管理。