DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Viapath, King's College Hospital, London, United Kingdom.
Tuberculosis (Edinb). 2021 May;128:102082. doi: 10.1016/j.tube.2021.102082. Epub 2021 Apr 10.
Host markers to monitor the response to tuberculosis (TB) therapy hold some promise. We evaluated the changes in concentration of Mycobacterium tuberculosis (M.tb)-induced soluble biomarkers during early treatment for predicting short- and long-term treatment outcomes. Whole blood samples from 30 cured and 12 relapsed TB patients from diagnosis, week 1, 2, and 4 of treatment were cultured in the presence of live M.tb for seven days and patients followed up for 24 weeks after the end of treatment. 57 markers were measured in unstimulated and antigen-stimulated culture supernatants using Luminex assays. Top performing multi-variable models at diagnosis using unstimulated values predicted outcome at 24 months after treatment completion with a sensitivity of 75.0% (95% CI, 42.8-94.5%) and specificity of 72.4% (95% CI, 52.8-87.3%) in leave-one-out cross validation. Month two treatment responder classification was correctly predicted with a sensitivity of 79.2% (95% CI, 57.8-92.9%) and specificity of 92.3% (95% CI, 64.0-99.8%). This study provides evidence of the early M.tb-specific treatment response in TB patients but shows that the observed unstimulated marker models are not outperformed by stimulated marker models. Performance of unstimulated predictive host marker signatures is promising and requires validation in larger studies.
宿主标志物可用于监测结核病(TB)治疗反应,具有一定的应用前景。我们评估了治疗早期结核分枝杆菌(M.tb)诱导可溶性生物标志物浓度的变化,以预测短期和长期的治疗结果。从诊断时、治疗第 1、2 和 4 周,收集 30 例治愈和 12 例复发结核病患者的全血样本,在有活 M.tb 的情况下培养 7 天,并在治疗结束后 24 周对患者进行随访。使用 Luminex 分析在未刺激和抗原刺激培养上清液中测量了 57 种标志物。在诊断时使用未刺激值进行的多变量模型分析,对治疗完成后 24 个月的结果进行预测,其敏感性为 75.0%(95%CI,42.8-94.5%),特异性为 72.4%(95%CI,52.8-87.3%),留一法交叉验证。在第 2 个月治疗应答者分类中,敏感性为 79.2%(95%CI,57.8-92.9%),特异性为 92.3%(95%CI,64.0-99.8%),可以正确预测。本研究提供了 TB 患者早期 M.tb 特异性治疗反应的证据,但表明观察到的未刺激标志物模型并不优于刺激标志物模型。未刺激预测宿主标志物特征的性能很有前景,需要在更大的研究中进行验证。