Cellular Microbiology Laboratory, Oswaldo Cruz Institute (IOC), Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro 20045-360, Brazil.
Research Group Biomarkers for Infectious Diseases, TWINCORE Centre for Experimental and Clinical Infection Research, 30519 Hannover, Germany.
Cells. 2021 Oct 9;10(10):2704. doi: 10.3390/cells10102704.
External validation in different cohorts is a key step in the translational development of new biomarkers. We previously described three host mRNA whose expression in peripheral blood is significantly higher () or lower ( and ) in individuals with TB compared to latent TB infection (LTBI) and controls. We have now conducted an independent validation of these genes by re-analyzing publicly available transcriptomic datasets from Brazil, China, Haiti, India, South Africa, and the United Kingdom. Comparisons between TB and control/LTBI showed significant differential expression of all three genes ( < 0.01, < 0.01, and < 0.05). had the highest mean area under the ROC curve (AUROC) for the differentiation of TB vs. controls (0.95) and LTBI (0.94). In addition, accurately distinguished TB from the clinically similar conditions pneumonia (AUROC, 0.88), non-active sarcoidosis (0.87), and lung cancer (0.86), but not from active sarcoidosis (0.66). Interestingly, individuals progressing from LTBI to TB showed a constant increase in expression with time when compared to non-progressors ( < 0.05), with a significant change closer to manifestation of active disease (≤3 months, = 0.003). Moreover, expression normalized with completion of anti-TB treatment. Taken together, these results validate mRNA as a diagnostic host biomarker for active TB independent of host genetic background. Moreover, they reveal its potential to predict progression from latent to active infection and to indicate a response to anti-TB treatment.
在不同队列中进行外部验证是将新生物标志物转化为临床应用的关键步骤。我们之前描述了三种宿主 mRNA,它们在外周血中的表达在结核病患者中明显高于()或低于(和)潜伏结核感染(LTBI)和对照者。我们现在通过重新分析来自巴西、中国、海地、印度、南非和英国的公开转录组数据集,对这些基因进行了独立验证。TB 与对照/LTBI 之间的比较显示所有三种基因的表达均存在显著差异( < 0.01, < 0.01 和 < 0.05)。在区分 TB 与对照方面,具有最高的平均 ROC 曲线下面积(AUROC)(0.95)和 LTBI(0.94)。此外,还可以准确地区分 TB 与临床相似的肺炎(AUROC,0.88)、非活动性结节病(0.87)和肺癌(0.86),但与活动性结节病(0.66)无法区分。有趣的是,与非进展者相比,从 LTBI 进展为 TB 的个体随着时间的推移,其表达呈持续增加(<0.05),在更接近活动性疾病表现时(≤3 个月, =0.003)发生显著变化。此外,随着抗结核治疗的完成,表达得到了正常化。综上所述,这些结果验证了作为一种独立于宿主遗传背景的活动性结核病宿主诊断生物标志物,表达水平升高可能预示潜伏感染向活动性感染的进展,以及对抗结核治疗的反应。