Nogueira Isabel, Català Martí, White Andrew D, Sharpe Sally A, Bechini Jordi, Prats Clara, Vilaplana Cristina, Cardona Pere-Joan
Radiology Department, 'Germans Trias i Pujol' University Hospital, 08916 Badalona, Spain.
Comparative Medicine and Bioimage Centre of Catalonia (CMCiB), Germans Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain.
Pathogens. 2023 Feb 2;12(2):236. doi: 10.3390/pathogens12020236.
Tuberculosis (TB) is still a major worldwide health problem and models using non-human primates (NHP) provide the most relevant approach for vaccine testing. In this study, we analysed CT images collected from cynomolgus and rhesus macaques following exposure to ultra-low dose (Mtb) aerosols, and monitored them for 16 weeks to evaluate the impact of prior intradermal or inhaled BCG vaccination on the progression of lung disease. All lesions found (2553) were classified according to their size and we subclassified small micronodules (<4.4 mm) as 'isolated', or as 'daughter', when they were in contact with consolidation (described as lesions ≥ 4.5 mm). Our data link the higher capacity to contain Mtb infection in cynomolgus with the reduced incidence of daughter micronodules, thus avoiding the development of consolidated lesions and their consequent enlargement and evolution to cavitation. In the case of rhesus, intradermal vaccination has a higher capacity to reduce the formation of daughter micronodules. This study supports the 'Bubble Model' defined with the C3HBe/FeJ mice and proposes a new method to evaluate outcomes in experimental models of TB in NHP based on CT images, which would fit a future machine learning approach to evaluate new vaccines.
结核病(TB)仍然是一个全球性的重大健康问题,使用非人灵长类动物(NHP)的模型为疫苗测试提供了最相关的方法。在本研究中,我们分析了食蟹猴和恒河猴暴露于超低剂量结核分枝杆菌(Mtb)气溶胶后采集的CT图像,并对它们进行了16周的监测,以评估先前皮内或吸入卡介苗接种对肺部疾病进展的影响。所有发现的病变(2553个)根据其大小进行分类,我们将小的微结节(<4.4 mm)分类为“孤立的”,或者当它们与实变(描述为病变≥4.5 mm)接触时分类为“子结节”。我们的数据表明,食蟹猴中控制Mtb感染的能力更强,子微结节的发生率更低,从而避免了实变病变的发展及其随后的扩大和空洞形成。在恒河猴中,皮内接种具有更高的减少子微结节形成的能力。本研究支持用C3HBe/FeJ小鼠定义的“气泡模型”,并提出了一种基于CT图像评估NHP结核病实验模型结果的新方法,这将适合未来用于评估新疫苗的机器学习方法。