Claassens M M, van Schalkwyk C, Floyd S, Ayles H, Beyers N
Desmond Tutu TB Centre, Department of Pediatrics and Child Health, Stellenbosch University, Cape Town, South Africa.
The South African Department of Science and Technology/National Research Foundation Centre of Excellence in Epidemiological Modelling and Analysis, Stellenbosch University, Stellenbosch, South Africa.
PLoS One. 2017 Mar 3;12(3):e0172881. doi: 10.1371/journal.pone.0172881. eCollection 2017.
High tuberculosis (TB) burden countries should consider systematic screening among adults in the general population. We identified symptom screening rules to be used in addition to cough ≥2 weeks, in a context where X-ray screening is not feasible, aiming to increase the sensitivity of screening while achieving a specificity of ≥85%.
We used 2010 Zambia South Africa Tuberculosis and HIV/AIDS Reduction (ZAMSTAR) survey data: a South African (SA) training dataset, a SA testing dataset for internal validation and a Zambian dataset for external validation. Regression analyses investigated relationships between symptoms or combinations of symptoms and active disease. Sensitivity and specificity were calculated for candidate rules.
Among all participants, the sensitivity of using only cough ≥2 weeks as a screening rule was less than 25% in both SA and Zambia. The addition of any three of six TB symptoms (cough <2 weeks, night sweats, weight loss, fever, chest pain, shortness of breath), or 2 or more of cough <2 weeks, night sweats, and weight loss, increased the sensitivity to ~38%, while reducing specificity from ~95% to ~85% in SA and ~97% to ~92% in Zambia. Among HIV-negative adults, findings were similar in SA, whereas in Zambia the increase in sensitivity was relatively small (15% to 22%).
High TB burden countries should investigate cost-effective strategies for systematic screening: one such strategy could be to use our rule in addition to cough ≥2 weeks.
结核病高负担国家应考虑对普通人群中的成年人进行系统筛查。在无法进行X线筛查的情况下,我们确定了除咳嗽≥2周外还应使用的症状筛查规则,旨在提高筛查的敏感性,同时使特异性≥85%。
我们使用了2010年赞比亚-南非结核病和艾滋病毒/艾滋病减少(ZAMSTAR)调查数据:一个南非(SA)训练数据集、一个用于内部验证的南非测试数据集和一个用于外部验证的赞比亚数据集。回归分析研究了症状或症状组合与活动性疾病之间的关系。计算了候选规则的敏感性和特异性。
在所有参与者中,仅将咳嗽≥2周作为筛查规则,在南非和赞比亚的敏感性均低于25%。增加六种结核病症状(咳嗽<2周、盗汗、体重减轻、发热、胸痛、呼吸急促)中的任意三种症状,或咳嗽<2周、盗汗和体重减轻中的两种或更多种症状,可将敏感性提高到约38%,同时在南非将特异性从约95%降低到约85%,在赞比亚从约97%降低到约92%。在艾滋病毒阴性的成年人中,南非的结果相似,而在赞比亚,敏感性的提高相对较小(从15%提高到22%)。
结核病高负担国家应研究具有成本效益的系统筛查策略:一种这样的策略可能是除咳嗽≥2周外还使用我们的规则。