Open this publication in new window or tab >>KTH Royal Institute of Technology, Department of Chemistry, Division of Surface and Corrosion Science, SE-100 44 Stockholm, Sweden.
KTH Royal Institute of Technology, Department of Chemistry, Division of Surface and Corrosion Science, SE-100 44 Stockholm, Sweden; AIMES-Center for the Advancement of Integrated Medical and Engineering Sciences at Karolinska Institutet and KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden; Department of Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden.
Institute of Microbiology of the Czech Academy of Sciences, 140 00 Prague, Czech Republic.
Örebro University, School of Medical Sciences.
Örebro University, School of Medical Sciences. Örebro University Hospital. Inflammatory Response and Infection Susceptibility Centre (iRiSC), Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden; Department of Occupational and Environmental Medicine, Örebro University Hospital, Örebro, Sweden.
Inflammatory Response and Infection Susceptibility Centre (iRiSC), Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden .
Uddeholms AB, SE-683 85 Hagfors, Sweden.
Uddeholms AB, SE-683 85 Hagfors, Sweden.
Örebro University, School of Science and Technology.
Örebro University, School of Medical Sciences. Inflammatory Response and Infection Susceptibility Centre (iRiSC), Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden.
Örebro University, School of Medical Sciences. Man-Technology-Environment Research Center (MTM), Örebro University, SE-701 82 Örebro, Sweden; Inflammatory Response and Infection Susceptibility Centre (iRiSC), Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden.
Örebro University, School of Science and Technology.
Örebro University, School of Medical Sciences.
Örebro University, School of Medical Sciences. Inflammatory Response and Infection Susceptibility Centre (iRiSC), Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden.
Örebro University, School of Science and Technology.
Show others...
2023 (English)In: Cells, E-ISSN 2073-4409, Vol. 12, no 2, article id 281Article in journal (Refereed) Published
Abstract [en]
Additive manufacturing (AM) or industrial 3D printing uses cutting-edge technologies and materials to produce a variety of complex products. However, the effects of the unintentionally emitted AM (nano)particles (AMPs) on human cells following inhalation, require further investigations. The physicochemical characterization of the AMPs, extracted from the filter of a Laser Powder Bed Fusion (L-PBF) 3D printer of iron-based materials, disclosed their complexity, in terms of size, shape, and chemistry. Cell Painting, a high-content screening (HCS) assay, was used to detect the subtle morphological changes elicited by the AMPs at the single cell resolution. The profiling of the cell morphological phenotypes, disclosed prominent concentration-dependent effects on the cytoskeleton, mitochondria, and the membranous structures of the cell. Furthermore, lipidomics confirmed that the AMPs induced the extensive membrane remodeling in the lung epithelial and macrophage co-culture cell model. To further elucidate the biological mechanisms of action, the targeted metabolomics unveiled several inflammation-related metabolites regulating the cell response to the AMP exposure. Overall, the AMP exposure led to the internalization, oxidative stress, cytoskeleton disruption, mitochondrial activation, membrane remodeling, and metabolic reprogramming of the lung epithelial cells and macrophages. We propose the approach of integrating Cell Painting with metabolomics and lipidomics, as an advanced nanosafety methodology, increasing the ability to capture the cellular and molecular phenotypes and the relevant biological mechanisms to the (nano)particle exposure.
Place, publisher, year, edition, pages
MDPI, 2023
Keywords
Additive manufacturing, high-content screening (HCS), inflammation, multivariate analysis, nanoparticle emissions, new approach methodologies (NAMs), targeted metabolomics
National Category
Cell and Molecular Biology
Identifiers
urn:nbn:se:oru:diva-103319 (URN)10.3390/cells12020281 (DOI)000916977400001 ()36672217 (PubMedID)2-s2.0-85146736511 (Scopus ID)
Note
Funding agency:
General Electric 20190107 20160019
2023-01-232023-01-232024-03-05Bibliographically approved