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

Angela Serra, Giusy Del Giudice, Pia Anneli Sofia Kinaret, Laura Aliisa Saarimäki, Sarah Søs Poulsen, Vittorio Fortino, Sabina Halappanavar, Ulla Vogel, Dario Greco

    Research output: Contribution to journalArticleScientificpeer-review

    5 Citations (Scopus)
    7 Downloads (Pure)

    Abstract

    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.

    Original languageEnglish
    Article number2031
    Number of pages16
    JournalNanomaterials
    Volume12
    Issue number12
    DOIs
    Publication statusPublished - Jun 2022
    Publication typeA1 Journal article-refereed

    Keywords

    • biomarker
    • bronchoalveolar lavage
    • carbon black
    • dose-dependent
    • engineered nanomaterials
    • mechanism of action
    • multiwalled carbon nanotubes
    • TinderMIX
    • titanium dioxide
    • toxicogenomics

    Publication forum classification

    • Publication forum level 1

    ASJC Scopus subject areas

    • General Chemical Engineering
    • General Materials Science

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