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Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration

The molecular effects of exposures to engineered nanomaterials (ENMs) are still largely unknown. In classical inhalation toxicology, cell composition of bronchoalveolar lavage (BAL) is a toxicity indicator at the lung tissue level that can aid in interpreting pulmonary histological changes. Toxicoge...

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Autores principales: Serra, Angela, del Giudice, Giusy, Kinaret, Pia Anneli Sofia, Saarimäki, Laura Aliisa, Poulsen, Sarah Søs, Fortino, Vittorio, Halappanavar, Sabina, Vogel, Ulla, Greco, Dario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228743/
https://www.ncbi.nlm.nih.gov/pubmed/35745370
http://dx.doi.org/10.3390/nano12122031
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author Serra, Angela
del Giudice, Giusy
Kinaret, Pia Anneli Sofia
Saarimäki, Laura Aliisa
Poulsen, Sarah Søs
Fortino, Vittorio
Halappanavar, Sabina
Vogel, Ulla
Greco, Dario
author_facet Serra, Angela
del Giudice, Giusy
Kinaret, Pia Anneli Sofia
Saarimäki, Laura Aliisa
Poulsen, Sarah Søs
Fortino, Vittorio
Halappanavar, Sabina
Vogel, Ulla
Greco, Dario
author_sort Serra, Angela
collection PubMed
description The molecular effects of exposures to engineered nanomaterials (ENMs) are still largely unknown. In classical inhalation toxicology, cell composition of bronchoalveolar lavage (BAL) is a toxicity indicator at the lung tissue level that can aid in interpreting pulmonary histological changes. Toxicogenomic approaches help characterize the mechanism of action (MOA) of ENMs by investigating the differentially expressed genes (DEG). However, dissecting which molecular mechanisms and events are directly induced by the exposure is not straightforward. It is now generally accepted that direct effects follow a monotonic dose-dependent pattern. Here, we applied an integrated modeling approach to study the MOA of four ENMs by retrieving the DEGs that also show a dynamic dose-dependent profile (dddtMOA). We further combined the information of the dddtMOA with the dose dependency of four immune cell populations derived from BAL counts. The dddtMOA analysis highlighted the specific adaptation pattern to each ENM. Furthermore, it revealed the distinct effect of the ENM physicochemical properties on the induced immune response. Finally, we report three genes dose-dependent in all the exposures and correlated with immune deregulation in the lung. The characterization of dddtMOA for ENM exposures, both for apical endpoints and molecular responses, can further promote toxicogenomic approaches in a regulatory context.
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spelling pubmed-92287432022-06-25 Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration Serra, Angela del Giudice, Giusy Kinaret, Pia Anneli Sofia Saarimäki, Laura Aliisa Poulsen, Sarah Søs Fortino, Vittorio Halappanavar, Sabina Vogel, Ulla Greco, Dario Nanomaterials (Basel) Article The molecular effects of exposures to engineered nanomaterials (ENMs) are still largely unknown. In classical inhalation toxicology, cell composition of bronchoalveolar lavage (BAL) is a toxicity indicator at the lung tissue level that can aid in interpreting pulmonary histological changes. Toxicogenomic approaches help characterize the mechanism of action (MOA) of ENMs by investigating the differentially expressed genes (DEG). However, dissecting which molecular mechanisms and events are directly induced by the exposure is not straightforward. It is now generally accepted that direct effects follow a monotonic dose-dependent pattern. Here, we applied an integrated modeling approach to study the MOA of four ENMs by retrieving the DEGs that also show a dynamic dose-dependent profile (dddtMOA). We further combined the information of the dddtMOA with the dose dependency of four immune cell populations derived from BAL counts. The dddtMOA analysis highlighted the specific adaptation pattern to each ENM. Furthermore, it revealed the distinct effect of the ENM physicochemical properties on the induced immune response. Finally, we report three genes dose-dependent in all the exposures and correlated with immune deregulation in the lung. The characterization of dddtMOA for ENM exposures, both for apical endpoints and molecular responses, can further promote toxicogenomic approaches in a regulatory context. MDPI 2022-06-13 /pmc/articles/PMC9228743/ /pubmed/35745370 http://dx.doi.org/10.3390/nano12122031 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Serra, Angela
del Giudice, Giusy
Kinaret, Pia Anneli Sofia
Saarimäki, Laura Aliisa
Poulsen, Sarah Søs
Fortino, Vittorio
Halappanavar, Sabina
Vogel, Ulla
Greco, Dario
Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title_full Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title_fullStr Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title_full_unstemmed Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title_short Characterization of ENM Dynamic Dose-Dependent MOA in Lung with Respect to Immune Cells Infiltration
title_sort characterization of enm dynamic dose-dependent moa in lung with respect to immune cells infiltration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228743/
https://www.ncbi.nlm.nih.gov/pubmed/35745370
http://dx.doi.org/10.3390/nano12122031
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