Public Health Research Institute, New Jersey Medical School, 225 Warren St, Newark, New Jersey 07103, USA.
J Infect Dis. 2012 Sep 1;206(5):697-705. doi: 10.1093/infdis/jis421. Epub 2012 Jun 25.
Biomarkers of progression from latent Mycobacterium tuberculosis infection to active tuberculosis are needed. We assessed correlations between infection outcome and antibody responses in macaques and humans by high-throughput, proteome-scale serological studies.
Mycobacterium tuberculosis proteome microarrays were probed with serial sera from macaques representing various infection outcomes and with single-point human sera from tuberculosis suspects. Fluorescence intensity data were analyzed by calculating Z scores and associated P values. Temporal changes in macaque antibody responses were analyzed by polynomial regression. Correlations between human responses and sputum bacillary burden were assessed by quantile and hurdle regression.
Macaque outcome groups exhibited distinct antibody profiles: early, transient responses in latent infection and stable antibody increase in active and reactivation disease. In humans, antibody levels and reactive protein numbers increased with bacillary burden. Responses to a subset of 10 proteins were more tightly associated with disease state than reactivity to the broader reactive proteome.
Integration of macaque and human data reveals dynamic properties of antibody responses in relation to outcome and leads to actionable findings for translational research. These include the potential of antibody responses to detect acute infection and preclinical tuberculosis and to identify serodiagnostic proteins for the spectrum of bacillary burden in tuberculosis.
需要有从潜伏性结核分枝杆菌感染到活动性肺结核进展的生物标志物。我们通过高通量、蛋白质组规模的血清学研究,评估了猕猴和人类的感染结局与抗体反应之间的相关性。
用来自代表不同感染结局的猕猴的系列血清和来自肺结核疑似患者的单点人血清探测结核分枝杆菌蛋白质组微阵列。通过计算 Z 分数和相关 P 值来分析荧光强度数据。通过多项式回归分析猕猴抗体反应的时间变化。通过分位数和障碍回归评估人类反应与痰菌负荷之间的相关性。
猕猴的结局组别表现出不同的抗体谱:潜伏感染中的早期、短暂反应和活动性和再激活疾病中的稳定抗体增加。在人类中,抗体水平和反应蛋白数量随着菌负荷的增加而增加。与反应更广泛的反应蛋白质组相比,对 10 种蛋白质子集的反应与疾病状态的相关性更强。
猕猴和人类数据的整合揭示了与结局相关的抗体反应的动态特性,并为转化研究提供了可行的发现。这些发现包括抗体反应检测急性感染和临床前肺结核的潜力,以及鉴定结核分枝杆菌菌负荷谱的血清学诊断蛋白的潜力。