Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784725408360431616 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9188608 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mambrinimartina theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT mecozzilaura theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT ferrinierica theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT leoludovica theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT bernardidavide theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT grandiandrea theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT sverzellatinicola theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT ruffinilivia theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT silvamario theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT stellarifrancofabio theimportanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT mambrinimartina importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT mecozzilaura importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT ferrinierica importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT leoludovica importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT bernardidavide importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT grandiandrea importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT sverzellatinicola importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT ruffinilivia importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT silvamario importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct AT stellarifrancofabio importanceofroutinequalitycontrolforreproduciblepulmonarymeasurementsbyinvivomicroct |