DST/NRF Centre of Excellence for Biomedical Tuberculosis Research and SAMRC Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa.
Vaccines and Immunity, Medical Research Council Unit, Fajara, The Gambia.
Sci Rep. 2018 Feb 8;8(1):2675. doi: 10.1038/s41598-018-20855-7.
We investigated host-derived biomarkers that were previously identified in QuantiFERON supernatants, in a large pan-African study. We recruited individuals presenting with symptoms of pulmonary TB at seven peripheral healthcare facilities in six African countries, prior to assessment for TB disease. We then evaluated the concentrations of 12 biomarkers in stored QuantiFERON supernatants using the Luminex platform. Based on laboratory, clinical and radiological findings and a pre-established algorithm, participants were classified as TB disease or other respiratory diseases(ORD). Of the 514 individuals included in the study, 179(34.8%) had TB disease, 274(51.5%) had ORD and 61(11.5%) had an uncertain diagnosis. A biosignature comprising unstimulated IFN-γ, MIP-1β, TGF-α and antigen-specific levels of TGF-α and VEGF, identified on a training sample set (n = 311), validated by diagnosing TB disease in the test set (n = 134) with an AUC of 0.81(95% CI, 0.76-0.86), corresponding to a sensitivity of 64.2%(95% CI, 49.7-76.5%) and specificity of 82.7%(95% CI, 72.4-89.9%). Host biomarkers detected in QuantiFERON supernatants can contribute to the diagnosis of active TB disease amongst people presenting with symptoms requiring investigation for TB disease, regardless of HIV status or ethnicity in Africa.
我们在一项大型的泛非研究中调查了先前在 QuantiFERON 上清液中鉴定出的宿主衍生生物标志物。我们在非洲六个国家的七个基层医疗保健机构招募了出现肺结核症状的个体,然后在对结核病进行评估之前。然后,我们使用 Luminex 平台评估了储存在 QuantiFERON 上清液中的 12 种生物标志物的浓度。根据实验室、临床和影像学结果以及预先建立的算法,将参与者分为结核病或其他呼吸道疾病(ORD)。在这项研究中的 514 名参与者中,179 人(34.8%)患有结核病,274 人(51.5%)患有 ORD,61 人(11.5%)诊断不确定。一个生物标志物特征由未刺激的 IFN-γ、MIP-1β、TGF-α 和抗原特异性的 TGF-α 和 VEGF 组成,在训练样本集中(n=311)进行了鉴定,在测试集(n=134)中通过诊断结核病进行了验证,AUC 为 0.81(95%CI,0.76-0.86),对应于 64.2%(95%CI,49.7-76.5%)的敏感性和 82.7%(95%CI,72.4-89.9%)的特异性。在 QuantiFERON 上清液中检测到的宿主生物标志物可有助于诊断出现症状需要进行结核病调查的人群中的活动性结核病,无论其在非洲的 HIV 状态或种族如何。