Multiphase micro-computed tomography reconstructions provide dynamic respiratory function in a mouse lung fibrosis model

多相微型计算机断层扫描重建为小鼠肺纤维化模型提供动态呼吸功能

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作者:Francesca Pennati, Sasha Belenkov, Martina Buccardi, Erica Ferrini, Nicola Sverzellati, Gino Villetti, Andrea Aliverti, Franco Fabio Stellari

Abstract

Micro-computed tomography derived functional biomarkers used in lung disease research can significantly complement end-stage histomorphometric measures while also allowing for longitudinal studies. However, no approach for visualizing lung dynamics across a full respiratory cycle has yet been described. Using bleomycin-induced lung fibrosis and the antifibrotic drug nintedanib as a test model, we implemented a four-dimensional (4D) micro-CT imaging approach consisting of 30 reconstructed volumes per respiratory cycle, coupled with deep-learning-assisted segmentation of lung volumes. 4D micro-CT provided an accurate description of inhalatory and exhalatory lung dynamics under resting conditions and revealed an inflammation-related obstructive pattern at day 7, followed by a restrictive pattern associated with fibrosis development at day 21. A milder restriction and fibrotic pathology resulted from nintedanib treatment. The similarity of 4D micro-CT data with those produced by diagnostic measurements, also points to its great potential as an exploratory tool for the discovery of clinically relevant therapeutic compounds.

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