Related Experiment Video
Updated: Feb 6, 2026

Advanced 3D Liver Models for In vitro Genotoxicity Testing Following Long-Term Nanomaterial Exposure
Published on: June 5, 2020
Organ-specific in vitro models for prediction of hazard assessment of nanomaterials
Laura Maria Azzurra Camassa1, Elisabeth Elje2, Sergey Shaposhnikov3
1National Institute of Occupational Health (STAMI), 0033 Oslo, Norway.
Abstract:
Organ-specific multicellular in vitro models are used to mimic the lung-blood-brain axis, and to assess the nanomaterials (NMs) safety in humans. We employed a triculture lung model, a whole-blood model, an astrocytes-neurons coculture to examine health outcomes by three cerium dioxide (CeO2) NMs and silver (Ag) nanowires. Endpoints included cytotoxicity, gene expression, genotoxicity, inflammatory markers at the air-liquid interface (ALI), complement activation, and secondary toxicity in astrocytes-neurons coculture. Post-exposure, CeO2-3.5 nm high-dose decreased cell viability, no DNA damage was detected. At epithelial-macrophages interface, CeO2-50 nm upregulated surfactant protein A (SPA), cell surface death receptor (FAS), and heme oxygenase-1 (HMOX1), whereas CeO2-3.5 nm downregulated SPA. Ag-nanowires upregulated HMOX1, macrophage inflammatory protein-1β (MIP-1β), granulocyte colony-stimulator factor (G-CSF), chemokine C-X-C-motif ligand 1 (CXCL1). At endothelial side, CeO2-50 nm and - 3.5 nm, and Ag-nanowires upregulated HMOX1. In whole-blood model, CeO2-3.5 nm high-dose reduced terminal complement complex (TCC) proteins, while CeO2-50 nm and Ag-nanowires increased them. Nanomaterials activated CD11b+ on granulocytes and monocytes. Ag-nanowires conditioned-medium (CM) on astrocytes-neurons coculture, decreased cell viability. CeO2-50 nm CM upregulated IL1β, NFκB, and HMOX1. Overall, CeO₂-3.5 nm exhibits lung toxicity; CeO₂-50 nm CM triggers inflammatory response and Ag-nanowires CM may induce cytotoxicity in brain cells.
Related Concept Videos
Sensitivity, Specificity, and Predicted Value
Sensitivity is the...
Hazard Rate
Hazard Ratio
For example, in a clinical trial...
Predicting Molecular Geometry
Prediction Intervals
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
Organic Compounds

