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.

Multiphase micro-computed tomography reconstructions provide dynamic respiratory function in a mouse lung fibrosis model / Pennati, F.; Belenkov, S.; Buccardi, M.; Ferrini, E.; Sverzellati, N.; Villetti, G.; Aliverti, A.; Stellari, F. F.. - In: ISCIENCE. - ISSN 2589-0042. - 27:3(2024). [10.1016/j.isci.2024.109262]

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

Buccardi M.;Ferrini E.;Sverzellati N.;
2024-01-01

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.
2024
Multiphase micro-computed tomography reconstructions provide dynamic respiratory function in a mouse lung fibrosis model / Pennati, F.; Belenkov, S.; Buccardi, M.; Ferrini, E.; Sverzellati, N.; Villetti, G.; Aliverti, A.; Stellari, F. F.. - In: ISCIENCE. - ISSN 2589-0042. - 27:3(2024). [10.1016/j.isci.2024.109262]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11381/2997153
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