ArticleParticle and fibre toxicology2013
Predictive value of in vitro assays depends on the mechanism of toxicity of metal oxide nanoparticles.
Article in Particle and fibre toxicology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.
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Who cites it
46 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Anti-inflammatory activity of Silver Nanoparticles (AgNPs): An Updated Systematic review from in vivo, and in vitro studies.Inflammopharmacology · 2026Pooled it
- Oxidative Potential Versus Biological Effects: A Review on the Relevance of Cell-Free/Abiotic Assays as Predictors of Toxicity from Airborne Particulate Matter.International journal of molecular sciences · 2019Pooled it
- Biological Safety Analysis of Nanoparticles: Exploring Toxicity, Mechanisms, and Safety Factors for Pharmaceuticals.International journal of nanomedicine · 2026Review
- Application of in vitro pulmonary models for hazard screening of silica particles.Archives of toxicology · 2025Article
- Revisiting Water Adsorption on TiOACS omega · 2025Article
- Physico-Chemical Approaches to Investigate Surface Hydroxyls as Determinants of Molecular Initiating Events in Oxide Particle Toxicity.International journal of molecular sciences · 2023Review
- Size Matters? A Comprehensive In Vitro Study of the Impact of Particle Size on the Toxicity of ZnO.Nanomaterials (Basel, Switzerland) · 2023Article
- The State of the Art and Challenges of In Vitro Methods for Human Hazard Assessment of Nanomaterials in the Context of Safe-by-Design.Nanomaterials (Basel, Switzerland) · 2023Review
- Identification of Nanoparticle Properties for Optimal Drug Delivery across a Physiological Cell Barrier.Pharmaceutics · 2023Article
- Hemolytic Activity of Nanoparticles as a Marker of Their Hemocompatibility.Micromachines · 2022Review
- Predicting nanomaterials pulmonary toxicity in animals by cell culture models: Achievements and perspectives.Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology · 2022Review
- Molecular recognition between membrane epitopes and nearly free surface silanols explains silica membranolytic activity.Colloids and surfaces. B, Biointerfaces · 2022Article
- Article
- PLATOX: Integrated In Vitro/In Vivo Approach for Screening of Adverse Lung Effects of Graphene-Related 2D Nanomaterials.Nanomaterials (Basel, Switzerland) · 2022Article
- Toxicity of metal-based nanoparticles: Challenges in the nano era.Frontiers in bioengineering and biotechnology · 2022Review
- Nearly free silanols drive the interaction of crystalline silica polymorphs with membranes: Implications for mineral toxicity.Frontiers in chemistry · 2022Article
- U.S. Federal Agency interests and key considerations for new approach methodologies for nanomaterials.ALTEX · 2022Article
- The in vitro toxicity evaluation of halloysite nanotubes (HNTs) in human lung cells.Toxicological research · 2021Article
- Flow cytometric evaluation of the potential of metal oxide nanoparticles for skin sensitization using 5-Bromo-2-deoxyuridine.Toxicological research · 2021Article
- Evaluation of the skin sensitization potential of metal oxide nanoparticles using the ARE-Nrf2 Luciferase KeratinoSensToxicological research · 2021Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
backgroundHazard identification for risk assessment of nanoparticles (NPs) is mainly composed of in vitro cell-based assays and in vivo animal experimentation. The rapidly increasing number and functionalizations of NPs makes in vivo toxicity tests undesirable on both ethical and financial grounds, creating an urgent need for development of in vitro cell-based assays that accurately predict in vivo toxicity and facilitate safe nanotechnology.
methodsIn this study, we used 9 different NPs (CeO2, TiO2, carbon black, SiO2, NiO, Co3O4, Cr2O3, CuO, and ZnO). As an in vivo toxicity endpoint, the acute lung inflammogenicity in a rat instillation model was compared with the in vitro toxicity endpoints comprising cytotoxicity, pro-inflammatory cytokine expression, or haemolytic potential. For in vitro assays, 8 different cell-based assays were used including epithelial cells, monocytic/macrophage cells, human erythrocytes, and combined culture.
resultsZnO and CuO NPs acting via soluble toxic ions showed positive results in most of assays and were consistent with the lung inflammation data. When compared in in vitro assays at the same surface area dose (30 cm2/mL), NPs that were low solubility and therefore acting via surface reactivity had no convincing activity, except for CeO2 NP. Cytotoxicity in differentiated peripheral blood mononuclear cells was the most accurate showing 89% accuracy and 11% false negativity in predicting acute lung inflammogenicity. However, the haemolysis assay showed 100% consistency with the lung inflammation if any dose, having statistical significance was considered positivity. Other cell-based in vitro assays showed a poorer correlation with in vivo inflammogenicity.
conclusionsBased on the toxicity mechanisms of NPs, two different approaches can be applied for prediction of in vivo lung inflammogenicity. Most in vitro assays were good at detecting NPs that act via soluble ions (i.e., ZnO and CuO NP). However, in vitro assays were limited in detecting NPs acting via surface reactivity as their mechanism of toxicity, except for the haemolysis assay.
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