Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000, Bordeaux, France.
INRIA SISTM Team, F-33405, Talence, France.
Sci Rep. 2020 Feb 27;10(1):3589. doi: 10.1038/s41598-020-60015-4.
Lung infections play a critical role in cystic fibrosis (CF) pathogenesis. CF respiratory tract is now considered to be a polymicrobial niche and advances in high-throughput sequencing allowed to analyze its microbiota and mycobiota. However, no NGS studies until now have characterized both communities during CF pulmonary exacerbation (CFPE). Thirty-three sputa isolated from patients with and without CFPE were used for metagenomic high-throughput sequencing targeting 16S and ITS2 regions of bacterial and fungal rRNA. We built inter-kingdom network and adapted Phy-Lasso method to highlight correlations in compositional data. The decline in respiratory function was associated with a decrease in bacterial diversity. The inter-kingdom network revealed three main clusters organized around Aspergillus, Candida, and Scedosporium genera. Using Phy-Lasso method, we identified Aspergillus and Malassezia as relevantly associated with CFPE, and Scedosporium plus Pseudomonas with a decline in lung function. We corroborated in vitro the cross-domain interactions between Aspergillus and Streptococcus predicted by the correlation network. For the first time, we included documented mycobiome data into a version of the ecological Climax/Attack model that opens new lines of thoughts about the physiopathology of CF lung disease and future perspectives to improve its therapeutic management.
肺部感染在囊性纤维化 (CF) 的发病机制中起着关键作用。CF 呼吸道现在被认为是一个多微生物生境,高通量测序的进步使得能够分析其微生物组和真菌组。然而,到目前为止,还没有 NGS 研究在 CF 肺部恶化 (CFPE) 期间同时描述这两个群落。从有和没有 CFPE 的患者中分离出 33 份痰液,用于针对细菌和真菌 rRNA 的 16S 和 ITS2 区域进行宏基因组高通量测序。我们构建了种间网络,并采用 Phy-Lasso 方法突出组成数据中的相关性。呼吸功能下降与细菌多样性减少有关。种间网络显示了围绕曲霉属、假丝酵母属和枝孢属三个主要聚类。使用 Phy-Lasso 方法,我们确定曲霉属和马拉色菌属与 CFPE 显著相关,而枝孢菌属和假单胞菌属与肺功能下降相关。我们通过相关网络预测的曲霉属和链球菌属之间的跨域相互作用在体外进行了验证。我们首次将有记录的真菌组数据纳入生态演替/攻击模型的一个版本中,为 CF 肺部疾病的病理生理学提供了新的思路,并为改善其治疗管理提供了未来的前景。