NIHR Health Protection Research Unit in Respiratory Infections, Imperial College London, London, UK.
H. Houston and S. Hakki contributed equally.
Eur Respir J. 2022 Jul 7;60(1). doi: 10.1183/13993003.02308-2021. Print 2022 Jul.
The success of case isolation and contact tracing for the control of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission depends on the accuracy and speed of case identification. We assessed whether inclusion of additional symptoms alongside three canonical symptoms (CS), fever, cough and loss or change in smell or taste, could improve case definitions and accelerate case identification in SARS-CoV-2 contacts.
Two prospective longitudinal London (UK)-based cohorts of community SARS-CoV-2 contacts, recruited within 5 days of exposure, provided independent training and test datasets. Infected and uninfected contacts completed daily symptom diaries from the earliest possible time-points. Diagnostic information gained by adding symptoms to the CS was quantified using likelihood ratios and area under the receiver operating characteristic curve. Improvements in sensitivity and time to detection were compared with penalties in terms of specificity and number needed to test.
Of 529 contacts within two cohorts, 164 (31%) developed PCR-confirmed infection and 365 (69%) remained uninfected. In the training dataset (n=168), 29% of infected contacts did not report the CS. Four symptoms (sore throat, muscle aches, headache and appetite loss) were identified as early-predictors (EP) which added diagnostic value to the CS. The broadened symptom criterion "≥1 of the CS, or ≥2 of the EP" identified PCR-positive contacts in the test dataset on average 2 days earlier after exposure (p=0.07) than "≥1 of the CS", with only modest reduction in specificity (5.7%).
Broadening symptom criteria to include individuals with at least two of muscle aches, headache, appetite loss and sore throat identifies more infections and reduces time to detection, providing greater opportunities to prevent SARS-CoV-2 transmission.
严重急性呼吸综合征冠状病毒 2 (SARS-CoV-2) 传播的病例隔离和接触者追踪的成功取决于病例识别的准确性和速度。我们评估了在发热、咳嗽和嗅觉或味觉丧失或改变这三种典型症状 (CS) 的基础上增加其他症状是否可以改善病例定义并加速 SARS-CoV-2 接触者的病例识别。
两个前瞻性的伦敦(英国)基于社区的 SARS-CoV-2 接触者队列,在接触后 5 天内招募,提供了独立的训练和测试数据集。感染和未感染的接触者从最早的可能时间点开始每天记录症状。通过将症状添加到 CS 来获得的诊断信息使用似然比和接受者操作特征曲线下的面积进行量化。比较了敏感性和检测时间的提高与特异性和测试所需数量的损失。
在两个队列的 529 名接触者中,有 164 名(31%)发展为 PCR 确诊感染,365 名(69%)未感染。在训练数据集(n=168)中,29%的感染接触者未报告 CS。四种症状(咽痛、肌肉疼痛、头痛和食欲减退)被确定为早期预测因子(EP),为 CS 增加了诊断价值。扩展后的症状标准“CS 中的≥1 项,或 EP 中的≥2 项”在接触后平均比“CS 中的≥1 项”更早地在测试数据集中识别出 PCR 阳性接触者(p=0.07),特异性仅略有下降(5.7%)。
将症状标准扩展为包括至少有两种肌肉疼痛、头痛、食欲减退和咽痛的患者,可以识别更多的感染,并减少检测时间,为预防 SARS-CoV-2 传播提供了更多机会。