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依列卡福妥-替扎卡福妥-依伐卡福妥治疗后囊性纤维化肺部的纵向微生物和分子动力学

Longitudinal Microbial and Molecular Dynamics in the Cystic Fibrosis Lung after Elexacaftor-Tezacaftor-Ivacaftor therapy.

作者信息

Martin Christian, Guzior Douglas V, Gonzalez Cely T, Okros Maxwell, Mielke Jenna, Padillo Lienwil, Querido Gabriel, Gil Marissa, Thomas Ryan, McClelland Marc, Conrad Doug, Widder Stefanie, Quinn Robert A

机构信息

Michigan State University.

University of California San Diego.

出版信息

Res Sq. 2023 Sep 25:rs.3.rs-3356170. doi: 10.21203/rs.3.rs-3356170/v1.

Abstract

BACKGROUND

Cystic fibrosis (CF) is a genetic disorder causing poor mucociliary clearance in the airways and subsequent respiratory infection. The recently approved triple therapy Elexacaftor-Tezacaftor-Ivacaftor (ETI) has significantly improved the lung function and decreased airway infection of persons with CF (pwCF). This improvement has been shown to occur rapidly, within the first few weeks of treatment. The effects of longer term ETI therapy on lung infection dynamics, however, remains mostly unknown.

RESULTS

Here, we applied 16S rRNA gene amplicon sequencing, untargeted metabolomics, and neutral models to high-resolution, longitudinally collected sputum samples from pwCF on ETI therapy (162 samples, 7 patients) and compared to similarly collected data set of CF subjects not taking ETI (630 samples, 9 patients). Because ETI reduces sputum production, samples were collected in freezers provided in the subject's homes at least 3 months after first taking ETI, with those on ETI collecting a sample approximately weekly. The lung function (%ppFEV1) of those in our longitudinal cohort significantly improved after ETI (6.91, SD = 7.74), indicating our study cohort was responsive to ETI. The daily variation of alpha- and beta-diversity of both the microbiome and metabolome was higher for those on ETI, reflecting a more dynamic microbial community and chemical environment during treatment. Four of the seven subjects on ETI were persistently infected with or in their sputum throughout the sampling period. The microbiome and metabolome dynamics on ETI were personalized, where some subjects had a progressive change with time on therapy, whereas others had no association with time on treatment. To further classify the augmented variance of the CF microbiome under therapy, we fit the microbiome data to a Hubbell neutral dynamics model in a patient-stratified manner and found that the subjects on ETI had better fit to a neutral model.

CONCLUSION

This study shows that the longitudinal microbiology and chemistry in airway secretions from subjects on ETI has become more dynamic and neutral, and that after the initial improvement in lung function, many are still persistently infected with CF pathogens.

摘要

背景

囊性纤维化(CF)是一种遗传性疾病,可导致气道中黏液纤毛清除功能不佳并引发后续的呼吸道感染。最近获批的三联疗法依列卡福妥-替扎卡福妥-依伐卡托(ETI)显著改善了CF患者(pwCF)的肺功能并减少了气道感染。这种改善已被证明在治疗的最初几周内迅速出现。然而,长期ETI治疗对肺部感染动态的影响大多仍不为人知。

结果

在此,我们对接受ETI治疗的pwCF患者(162份样本,7名患者)纵向收集的高分辨率痰液样本应用16S rRNA基因扩增子测序、非靶向代谢组学和中性模型,并与未接受ETI的CF受试者的类似收集数据集(630份样本,9名患者)进行比较。由于ETI可减少痰液生成,样本在首次服用ETI至少3个月后于受试者家中提供的冰箱中收集,接受ETI治疗的患者大约每周收集一次样本。我们纵向队列中的患者在接受ETI治疗后肺功能(%预计FEV1)显著改善(6.91,标准差 = 7.74),表明我们的研究队列对ETI有反应。接受ETI治疗的患者的微生物组和代谢组的α-和β-多样性的每日变化更高,反映出治疗期间微生物群落和化学环境更具动态性。在整个采样期间,接受ETI治疗的7名受试者中有4名在痰液中持续感染 或 。ETI治疗下的微生物组和代谢组动态是个性化的,一些受试者在治疗过程中随时间有渐进性变化,而另一些则与治疗时间无关。为了进一步分类治疗下CF微生物组增加的变异性,我们将微生物组数据以患者分层的方式拟合到哈贝尔中性动力学模型,发现接受ETI治疗的受试者与中性模型拟合得更好。

结论

本研究表明,接受ETI治疗的受试者气道分泌物中的纵向微生物学和化学变得更具动态性和中性,并且在肺功能初步改善后,许多人仍持续感染CF病原体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c88c/10571617/e537b1f5e397/nihpp-rs3356170v1-f0001.jpg

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