van Weert Henk C P M, Tellegen Ellinore, Ter Riet Gerben
Academic Medical Center, Department of General Practice, University of Amsterdam , Amsterdam , The Netherlands.
Eur J Gen Pract. 2014 Sep;20(3):202-8. doi: 10.3109/13814788.2013.842970. Epub 2013 Nov 21.
Eighty per cent of primary care patients with infectious conjunctivitis are treated with antibiotics, although in only 30%, there is a bacterial cause. An accurate diagnostic index to distinguish bacterial from viral conjunctivitis may help reduce unnecessary antibiotics.
To validate and, if necessary, improve an existing diagnostic index for bacterial conjunctivitis.
Non-experimental validation and updating study of an existing diagnostic index in Dutch General Practice. We collected 210 adult patients with incident symptoms suggestive for acute infectious conjunctivitis. GPs completed a standardized questionnaire and a physical examination of the eye(s) and took a conjunctival sample for culture. Cultures were analysed masked for the GPs' findings. On bad performance of the existing index on the new patients, we developed a new index combining the dataset on which the original model had been developed (n = 176) and the new dataset (n = 210). Bootstrapped backward variable selection and shrinkage of regression coefficients was used to protect the new index against bad performance in future patients.
The bacterial culture was positive in 36.3%. The items age and number of glued eyes at awakening were consistent predictors. This model classified 48% (107/386) of patients at a low (< 25%) chance of having a positive culture and 2% as at high (> 70%) chance.
Correction of a previously derived diagnostic index for bacterial conjunctivitis yielded a simple index, based on history only. The index is potentially useful to rule out bacterial conjunctivitis in patients below 50 years of age with no history of glued eyes at awakening. This study underscores the importance of external validation of diagnostic indices.
80%的初级保健机构中患有感染性结膜炎的患者接受了抗生素治疗,尽管只有30%的病例是由细菌引起的。一种准确区分细菌性结膜炎和病毒性结膜炎的诊断指标可能有助于减少不必要的抗生素使用。
验证并在必要时改进现有的细菌性结膜炎诊断指标。
在荷兰全科医疗中对现有诊断指标进行非实验性验证和更新研究。我们收集了210例有急性感染性结膜炎相关新发症状的成年患者。全科医生完成一份标准化问卷和眼部体格检查,并采集结膜样本进行培养。对培养结果进行分析时,对全科医生的检查结果进行盲法处理。鉴于现有指标在新患者中表现不佳,我们开发了一个新指标,该指标结合了原始模型所基于的数据集(n = 176)和新数据集(n = 210)。采用自抽样向后变量选择和回归系数收缩来保护新指标在未来患者中不出现不良表现。
细菌培养阳性率为36.3%。年龄和晨起时眼睛粘连的次数这两项是一致的预测因素。该模型将48%(107/386)的患者分类为培养阳性可能性低(<25%),2%的患者分类为培养阳性可能性高(>70%)。
对先前得出的细菌性结膜炎诊断指标进行校正后得到了一个仅基于病史的简单指标。该指标对于排除50岁以下且晨起无眼睛粘连病史的患者的细菌性结膜炎可能有用。本研究强调了诊断指标外部验证的重要性。