Department of Public Health, Epidemiology & Biostatistics , School of Health and Population Sciences, College of Medical and Dental Sciences, University of Birmingham , Birmingham , UK.
BMJ Open Respir Res. 2015 Mar 27;2(1):e000060. doi: 10.1136/bmjresp-2014-000060. eCollection 2015.
To develop and validate a clinical risk score to identify patients at risk of chronic obstructive pulmonary disease (COPD) using clinical factors routinely recorded in primary care.
Case-control study of patients containing one incident COPD case to two controls matched on age, sex and general practice. Candidate risk factors were included in a conditional logistic regression model to produce a clinical score. Accuracy of the score was estimated on a separate external validation sample derived from 20 purposively selected practices.
UK general practices enrolled in the Clinical Practice Research Datalink (1 January 2000 to 31 March 2006).
Development sample included 340 practices containing 15 159 newly diagnosed COPD cases and 28 296 controls (mean age 70 years, 52% male). Validation sample included 2259 cases and 4196 controls (mean age 70 years, 50% male).
Area under the receiver operator characteristic curve (c statistic), sensitivity and specificity in the validation practices.
The model included four variables including smoking status, history of asthma, and lower respiratory tract infections and prescription of salbutamol in the previous 3 years. It had a high average c statistic of 0.85 (95% CI 0.83 to 0.86) and yielded a sensitivity of 63.2% (95% CI 63.1 to 63.3) and specificity 87.4% (95% CI 87.3 to 87.5).
Risk factors associated with COPD and routinely recorded in primary care have been used to develop and externally validate a new COPD risk score. This could be used to target patients for case finding.
利用初级保健中常规记录的临床因素,开发和验证一种临床风险评分,以识别患有慢性阻塞性肺疾病(COPD)的患者。
对包含 1 例新发 COPD 病例和 2 例年龄、性别和全科医生匹配对照的患者进行病例对照研究。候选风险因素被纳入条件逻辑回归模型,以产生临床评分。在来自 20 个有目的选择的实践的单独外部验证样本中估计评分的准确性。
英国普通实践纳入临床实践研究数据链接(2000 年 1 月 1 日至 2006 年 3 月 31 日)。
开发样本包括 340 个包含 15159 例新诊断 COPD 病例和 28296 例对照的实践(平均年龄 70 岁,52%为男性)。验证样本包括 2259 例病例和 4196 例对照(平均年龄 70 岁,50%为男性)。
验证实践中的接收者操作特征曲线下面积(c 统计量)、敏感性和特异性。
该模型包括四个变量,包括吸烟状况、哮喘病史以及前 3 年内下呼吸道感染和沙丁胺醇处方情况。它具有较高的平均 c 统计量 0.85(95%CI 0.83 至 0.86),并产生 63.2%(95%CI 63.1 至 63.3)的敏感性和 87.4%(95%CI 87.3 至 87.5)的特异性。
与 COPD 相关并在初级保健中常规记录的危险因素已被用于开发和外部验证新的 COPD 风险评分。这可用于针对患者进行病例发现。