Department of Biomedical Data Science, Dartmouth College, Hanover, New Hampshire.
Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital and South African Medical Research Council Unit on Child and Adolescent Health, Cape Town, South Africa.
Clin Infect Dis. 2023 Aug 14;77(3):438-449. doi: 10.1093/cid/ciad268.
Transcriptomic profiling of adults with tuberculosis (TB) has become increasingly common, predominantly for diagnostic and risk prediction purposes. However, few studies have evaluated signatures in children, particularly in identifying those at risk for developing TB disease. We investigated the relationship between gene expression obtained from umbilical cord blood and both tuberculin skin test conversion and incident TB disease through the first 5 years of life.
We conducted a nested case-control study in the Drakenstein Child Health Study, a longitudinal, population-based birth cohort in South Africa. We applied transcriptome-wide screens to umbilical cord blood samples from neonates born to a subset of selected mothers (N = 131). Signatures identifying tuberculin conversion and risk of subsequent TB disease were identified from genome-wide analysis of RNA expression.
Gene expression signatures revealed clear differences predictive of tuberculin conversion (n = 26) and TB disease (n = 10); 114 genes were associated with tuberculin conversion and 30 genes were associated with the progression to TB disease among children with early infection. Coexpression network analysis revealed 6 modules associated with risk of TB infection or disease, including a module associated with neutrophil activation in immune response (P < .0001) and defense response to bacterium (P < .0001).
These findings suggest multiple detectable differences in gene expression at birth that were associated with risk of TB infection or disease throughout early childhood. Such measures may provide novel insights into TB pathogenesis and susceptibility.
对成年人结核病(TB)的转录组分析越来越常见,主要用于诊断和风险预测目的。然而,很少有研究评估儿童的特征,特别是在识别那些有患结核病风险的儿童方面。我们研究了从脐血获得的基因表达与结核菌素皮肤试验转化和在生命的前 5 年内发生结核病之间的关系。
我们在南非的 Drakenstein 儿童健康研究中进行了一项巢式病例对照研究,这是一项纵向、基于人群的出生队列研究。我们对来自选定母亲亚组的新生儿的脐血样本进行了全基因组转录组筛选(N=131)。从 RNA 表达的全基因组分析中确定了识别结核菌素转化和随后发生结核病风险的特征。
基因表达特征揭示了可预测结核菌素转化(n=26)和结核病(n=10)的明显差异;114 个基因与结核菌素转化有关,30 个基因与早期感染儿童进展为结核病有关。共表达网络分析显示了与结核感染或疾病风险相关的 6 个模块,包括与免疫反应中中性粒细胞激活相关的模块(P<0.0001)和对细菌的防御反应相关的模块(P<0.0001)。
这些发现表明,在出生时存在多种可检测到的基因表达差异,这些差异与整个儿童早期的结核感染或疾病风险有关。这些措施可能为结核病发病机制和易感性提供新的见解。