Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway.
Department of Infectious Diseases, Oslo University Hospital, Oslo, Norway.
Sci Rep. 2017 Jul 19;7(1):5839. doi: 10.1038/s41598-017-05057-x.
Pediatric tuberculosis (TB) is challenging to diagnose, confirmed by growth of Mycobacterium tuberculosis at best in 40% of cases. The WHO has assigned high priority to the development of non-sputum diagnostic tools. We therefore sought to identify transcriptional signatures in whole blood of Indian children, capable of discriminating intra-thoracic TB disease from other symptomatic illnesses. We investigated the expression of 198 genes in a training set, comprising 47 TB cases (19 definite/28 probable) and 36 asymptomatic household controls, and identified a 7- and a 10-transcript signature, both including NOD2, GBP5, IFITM1/3, KIF1B and TNIP1. The discriminatory abilities of the signatures were evaluated in a test set comprising 24 TB cases (17 definite/7 probable) and 26 symptomatic non-TB cases. In separating TB-cases from symptomatic non-TB cases, both signatures provided an AUC of 0.94 (95%CI, 0.88-1.00), a sensitivity of 91.7% (95%CI, 71.5-98.5) regardless of culture status, and 100% sensitivity for definite TB. The 7-transcript signature provided a specificity of 80.8% (95%CI, 60.0-92.7), and the 10-transcript signature a specificity of 88.5% (95%CI, 68.7-96.9%). Although warranting exploration and validation in other populations, our findings are promising and potentially relevant for future non-sputum based POC diagnostic tools for pediatric TB.
小儿结核病(TB)的诊断具有挑战性,最好的情况下也只能在 40%的病例中通过培养结核分枝杆菌来确诊。世界卫生组织高度重视开发非痰检诊断工具。因此,我们试图确定印度儿童全血中的转录特征,以区分胸内 TB 疾病与其他有症状的疾病。我们在一个包含 47 例 TB 病例(19 例确诊/28 例可能)和 36 例无症状家庭对照的训练集中研究了 198 个基因的表达,并确定了一个包含 NOD2、GBP5、IFITM1/3、KIF1B 和 TNIP1 的 7 个和 10 个转录本特征。在一个包含 24 例 TB 病例(17 例确诊/7 例可能)和 26 例有症状非 TB 病例的测试集中评估了特征的判别能力。在将 TB 病例与有症状非 TB 病例区分开时,两个特征都提供了 0.94 的 AUC(95%CI,0.88-1.00),无论培养状态如何,灵敏度均为 91.7%(95%CI,71.5-98.5),且对确诊的 TB 病例的灵敏度为 100%。7 个转录本特征的特异性为 80.8%(95%CI,60.0-92.7),而 10 个转录本特征的特异性为 88.5%(95%CI,68.7-96.9%)。尽管这些发现需要在其他人群中进行探索和验证,但它们具有很大的潜力,可能对未来基于非痰的小儿 TB 即时检测诊断工具具有重要意义。