ModelingIn VitroCellular Responses to Silver Nanoparticles

Abstract

Engineered nanoparticles (NPs) have been widely demonstrated to induce toxic effects to various cell types.In vitrocell exposure systems have high potential for reliable, high throughput screening of nanoparticle toxicity, allowing focusing on particular pathways while excluding unwanted effects due to other cells or tissue dosimetry. The work presented here involves a detailed biologically based computational model of cellular interactions with NPs; it utilizes measurements performed in human cell culture systemsin vitro, to develop a mechanistic mathematical model that can support analysis and prediction ofin vivoeffects of NPs. The model considers basic cellular mechanisms including proliferation, apoptosis, and production of cytokines in response to NPs. This new model is implemented for macrophages and parameterized usingin vitromeasurements of changes in cellular viability and mRNA levels of cytokines: TNF, IL-1b, IL-6, IL-8, and IL-10. The model includesin vitrocellular dosimetry due to nanoparticle transport and transformation. Furthermore, the model developed here optimizes the essential cellular parameters based onin vitromeasurements, and provides a “stepping stone” for the development of more advancedin vivomodels that will incorporate additional cellular and NP interactions.