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The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT

Micro-computed tomography (CT) imaging provides densitometric and functional assessment of lung diseases in animal models, playing a key role either in understanding disease progression or in drug discovery studies. The generation of reliable and reproducible experimental data is strictly dependent...

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Autores principales: Mambrini, Martina, Mecozzi, Laura, Ferrini, Erica, Leo, Ludovica, Bernardi, Davide, Grandi, Andrea, Sverzellati, Nicola, Ruffini, Livia, Silva, Mario, Stellari, Franco Fabio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188608/
https://www.ncbi.nlm.nih.gov/pubmed/35690601
http://dx.doi.org/10.1038/s41598-022-13477-7
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author Mambrini, Martina
Mecozzi, Laura
Ferrini, Erica
Leo, Ludovica
Bernardi, Davide
Grandi, Andrea
Sverzellati, Nicola
Ruffini, Livia
Silva, Mario
Stellari, Franco Fabio
author_facet Mambrini, Martina
Mecozzi, Laura
Ferrini, Erica
Leo, Ludovica
Bernardi, Davide
Grandi, Andrea
Sverzellati, Nicola
Ruffini, Livia
Silva, Mario
Stellari, Franco Fabio
author_sort Mambrini, Martina
collection PubMed
description Micro-computed tomography (CT) imaging provides densitometric and functional assessment of lung diseases in animal models, playing a key role either in understanding disease progression or in drug discovery studies. The generation of reliable and reproducible experimental data is strictly dependent on a system’s stability. Quality controls (QC) are essential to monitor micro-CT performance but, although QC procedures are standardized and routinely employed in clinical practice, detailed guidelines for preclinical imaging are lacking. In this work, we propose a routine QC protocol for in vivo micro-CT, based on three commercial phantoms. To investigate the impact of a detected scanner drift on image post-processing, a retrospective analysis using twenty-two healthy mice was performed and lung density histograms used to compare the area under curve (AUC), the skewness and the kurtosis before and after the drift. As expected, statistically significant differences were found for all the selected parameters [AUC 532 ± 31 vs. 420 ± 38 (p < 0.001); skewness 2.3 ± 0.1 vs. 2.5 ± 0.1 (p < 0.001) and kurtosis 4.2 ± 0.3 vs. 5.1 ± 0.5 (p < 0.001)], confirming the importance of the designed QC procedure to obtain a reliable longitudinal quantification of disease progression and drug efficacy evaluation.
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spelling pubmed-91886082022-06-13 The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT Mambrini, Martina Mecozzi, Laura Ferrini, Erica Leo, Ludovica Bernardi, Davide Grandi, Andrea Sverzellati, Nicola Ruffini, Livia Silva, Mario Stellari, Franco Fabio Sci Rep Article Micro-computed tomography (CT) imaging provides densitometric and functional assessment of lung diseases in animal models, playing a key role either in understanding disease progression or in drug discovery studies. The generation of reliable and reproducible experimental data is strictly dependent on a system’s stability. Quality controls (QC) are essential to monitor micro-CT performance but, although QC procedures are standardized and routinely employed in clinical practice, detailed guidelines for preclinical imaging are lacking. In this work, we propose a routine QC protocol for in vivo micro-CT, based on three commercial phantoms. To investigate the impact of a detected scanner drift on image post-processing, a retrospective analysis using twenty-two healthy mice was performed and lung density histograms used to compare the area under curve (AUC), the skewness and the kurtosis before and after the drift. As expected, statistically significant differences were found for all the selected parameters [AUC 532 ± 31 vs. 420 ± 38 (p < 0.001); skewness 2.3 ± 0.1 vs. 2.5 ± 0.1 (p < 0.001) and kurtosis 4.2 ± 0.3 vs. 5.1 ± 0.5 (p < 0.001)], confirming the importance of the designed QC procedure to obtain a reliable longitudinal quantification of disease progression and drug efficacy evaluation. Nature Publishing Group UK 2022-06-11 /pmc/articles/PMC9188608/ /pubmed/35690601 http://dx.doi.org/10.1038/s41598-022-13477-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mambrini, Martina
Mecozzi, Laura
Ferrini, Erica
Leo, Ludovica
Bernardi, Davide
Grandi, Andrea
Sverzellati, Nicola
Ruffini, Livia
Silva, Mario
Stellari, Franco Fabio
The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title_full The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title_fullStr The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title_full_unstemmed The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title_short The importance of routine quality control for reproducible pulmonary measurements by in vivo micro-CT
title_sort importance of routine quality control for reproducible pulmonary measurements by in vivo micro-ct
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188608/
https://www.ncbi.nlm.nih.gov/pubmed/35690601
http://dx.doi.org/10.1038/s41598-022-13477-7
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