Transcriptional profiling identifies physicochemical properties of nanomaterials that are determinants of the in vivo pulmonary response

We applied transcriptional profiling to elucidate the mechanisms associated with pulmonary responses to titanium dioxide (TiO2) nanoparticles (NPs) of different sizes and surface coatings, and to determine if these responses are modified by NP size, surface area, surface modification, and embedding in paint matrices. Adult C57BL/6 mice were exposed via single intratracheal instillations to free forms of TiO2NPs (10, 20.6, or 38 nm in diameter) with different surface coatings, or TiO2NPs embedded in paint matrices. Controls were exposed to dispersion medium devoid of NPs. TiO2NPs were characterized for size, surface area, chemical impurities, and agglomeration state in the exposure medium. Pulmonary transcriptional profiles were generated using microarrays from tissues collected one and 28 d postexposure. Property‐specific pathway effects were identified. Pulmonary protein levels of specific inflammatory cytokines and chemokines were confirmed by ELISA. The data were collapsed to 659 differentially expressed genes (P ≤ 0.05; fold change ≥ 1.5). Unsupervised hierarchical clustering of these genes revealed that TiO2NPs clustered mainly by postexposure timepoint followed by particle type. A pathway‐based meta‐analysis showed that the combination of smaller size, large deposited surface area, and surface amidation contributes to TiO2NP gene expression response. Embedding of TiO2NP in paint dampens the overall transcriptional effects. The magnitude of the expression changes associated with pulmonary inflammation differed across all particles; however, the underlying pathway perturbations leading to inflammation were similar, suggesting a generalized mechanism‐of‐action for all TiO2NPs. Thus, transcriptional profiling is an effective tool to determine the property‐specific biological/toxicity responses induced by nanomaterials. Environ. Mol. Mutagen. 56:245–264, 2015. © 2014 Wiley Periodicals, Inc.

[1]  Vicki Stone,et al.  An in vitro assessment of panel of engineered nanomaterials using a human renal cell line: cytotoxicity, pro-inflammatory response, oxidative stress and genotoxicity , 2013, BMC Nephrology.

[2]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[3]  P. Ridker,et al.  C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. , 2000, The New England journal of medicine.

[4]  Andrew Williams,et al.  Environmental and Molecular Mutagenesis 52:425^439 (2011) Research Article Pulmonary Response to Surface-Coated Nanotitanium Dioxide Particles Includes Induction of Acute Phase Response Genes, Inflammatory Cascades, and Changes in MicroRNAs: A Toxicogenom , 2022 .

[5]  Myeong Sup Lee,et al.  Signaling pathways downstream of pattern-recognition receptors and their cross talk. , 2007, Annual review of biochemistry.

[6]  Qingxiu Wang,et al.  Systems toxicology used in nanotoxicology: mechanistic insights into the hepatotoxicity of nano-copper particles from toxicogenomics. , 2011, Journal of nanoscience and nanotechnology.

[7]  Robert Landsiedel,et al.  Comparing fate and effects of three particles of different surface properties: nano-TiO(2), pigmentary TiO(2) and quartz. , 2009, Toxicology letters.

[8]  G. Sayler,et al.  Attributing Effects of Aqueous C60 Nano-Aggregates to Tetrahydrofuran Decomposition Products in Larval Zebrafish by Assessment of Gene Expression , 2007, Environmental health perspectives.

[9]  A. T. Saber,et al.  Inflammatory and genotoxic effects of nanoparticles designed for inclusion in paints and lacquers , 2012, Nanotoxicology.

[10]  A. T. Saber,et al.  Comparison of dust release from epoxy and paint nanocomposites and conventional products during sanding and sawing. , 2014, The Annals of occupational hygiene.

[11]  B. Singer,et al.  Controlling the False Discovery Rate: A New Application to Account for Multiple and Dependent Tests in Local Statistics of Spatial Association , 2006 .

[12]  Hao Wu,et al.  MAANOVA: A Software Package for the Analysis of Spotted cDNA Microarray Experiments , 2003 .

[13]  G. Oberdörster,et al.  Pulmonary effects of inhaled ultrafine particles , 2000, International archives of occupational and environmental health.

[14]  Keld Alstrup Jensen,et al.  Comparison of dust released from sanding conventional and nanoparticle-doped wall and wood coatings , 2010, Journal of Exposure Science and Environmental Epidemiology.

[15]  Michael D. Waters,et al.  Toxicogenomics and systems toxicology: aims and prospects , 2004, Nature Reviews Genetics.

[16]  B. Brunekreef,et al.  IMMUNE BIOMARKERS IN RELATION TO EXPOSURE TO PARTICULATE MATTER: A Cross-Sectional Survey in 17 Cities of Central Europe , 2000, Inhalation toxicology.

[17]  D. Frazer,et al.  Type I interferon and pattern recognition receptor signaling following particulate matter inhalation , 2012, Particle and Fibre Toxicology.

[18]  K. Morgan Gene expression analysis reveals chemical-specific profiles. , 2002, Toxicological sciences : an official journal of the Society of Toxicology.

[19]  Andrew Williams,et al.  Toxicogenomic outcomes predictive of forestomach carcinogenesis following exposure to benzo(a)pyrene: relevance to human cancer risk. , 2013, Toxicology and applied pharmacology.

[20]  Maria Hammer,et al.  Time-response relationship of nano and micro particle induced lung inflammation. Quartz as reference compound , 2010, Human & experimental toxicology.

[21]  Stephen S. Olin,et al.  THE RELEVANCE OF THE RAT LUNG RESPONSE TO PARTICLE OVERLOAD FOR HUMAN RISK ASSESSMENT: A Workshop Consensus Report , 2000, Inhalation toxicology.

[22]  E. Fabian,et al.  Tissue distribution and toxicity of intravenously administered titanium dioxide nanoparticles in rats , 2008, Archives of Toxicology.

[23]  Hideo Negishi,et al.  IRF-7 is the master regulator of type-I interferon-dependent immune responses , 2005, Nature.

[24]  Håkan Wallin,et al.  Particle-induced pulmonary acute phase response may be the causal link between particle inhalation and cardiovascular disease , 2014, Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology.

[25]  J. Ferin Pulmonary retention and clearance of particles. , 1994, Toxicology letters.

[26]  U. Vogel,et al.  Pulmonary instillation of low doses of titanium dioxide nanoparticles in mice leads to particle retention and gene expression changes in the absence of inflammation. , 2013, Toxicology and applied pharmacology.

[27]  Michael Burkhardt,et al.  Release of silver nanoparticles from outdoor facades. , 2010, Environmental pollution.

[28]  R. Medzhitov Origin and physiological roles of inflammation , 2008, Nature.

[29]  U. Vogel,et al.  Nanotitanium dioxide toxicity in mouse lung is reduced in sanding dust from paint , 2012, Particle and Fibre Toxicology.

[30]  R Tardif,et al.  Effects of inhaled nano-TiO2 aerosols showing two distinct agglomeration states on rat lungs. , 2012, Toxicology letters.

[31]  Jinshun Zhao,et al.  Titanium dioxide nanoparticles: a review of current toxicological data , 2013, Particle and Fibre Toxicology.

[32]  V. Castranova,et al.  Pulmonary response to intratracheal instillation of ultrafine versus fine titanium dioxide: role of particle surface area , 2008, Particle and Fibre Toxicology.

[33]  E. Oberdörster,et al.  Rapid Environmental Impact Screening For Engineered Nanomaterials : A Case Study Using Microarray Technology , 2006 .

[34]  X. Cui,et al.  Improved statistical tests for differential gene expression by shrinking variance components estimates. , 2005, Biostatistics.

[35]  Dongmei Wu,et al.  Transcriptomic Analysis Reveals Novel Mechanistic Insight into Murine Biological Responses to Multi-Walled Carbon Nanotubes in Lungs and Cultured Lung Epithelial Cells , 2013, PloS one.

[36]  U. Vogel,et al.  FIB-SEM imaging of carbon nanotubes in mouse lung tissue , 2014, Analytical and Bioanalytical Chemistry.

[37]  Nicklas Raun Jacobsen,et al.  Inflammatory and genotoxic effects of sanding dust generated from nanoparticle-containing paints and lacquers , 2012, Nanotoxicology.

[38]  Andrew Williams,et al.  Hepatic and Pulmonary Toxicogenomic Profiles in Mice Intratracheally Instilled With Carbon Black Nanoparticles Reveal Pulmonary Inflammation, Acute Phase Response, and Alterations in Lipid Homeostasis , 2012, Toxicological sciences : an official journal of the Society of Toxicology.

[39]  Jacob S. Lamson,et al.  Particle-Induced Pulmonary Acute Phase Response Correlates with Neutrophil Influx Linking Inhaled Particles and Cardiovascular Risk , 2013, PloS one.

[40]  G. Churchill,et al.  Statistical design and the analysis of gene expression microarray data. , 2007, Genetical research.

[41]  K. Jensen,et al.  High volume electrostatic field-sampler for collection of fine particle bulk samples , 2007 .

[42]  T. Niewold,et al.  Acute phase reaction and acute phase proteins. , 2005, Journal of Zhejiang University. Science. B.

[43]  Pedro Romero,et al.  Toxicogenomics and cancer risk assessment: a framework for key event analysis and dose-response assessment for nongenotoxic carcinogens. , 2010, Regulatory toxicology and pharmacology : RTP.

[44]  Lee Bennett,et al.  Prediction of compound signature using high density gene expression profiling. , 2002, Toxicological sciences : an official journal of the Society of Toxicology.

[45]  M Boller,et al.  Synthetic TiO2 nanoparticle emission from exterior facades into the aquatic environment. , 2008, Environmental pollution.

[46]  M Kathleen Kerr,et al.  Design considerations for efficient and effective microarray studies. , 2003, Biometrics.

[47]  David M. Brown,et al.  Proinflammogenic Effects of Low-Toxicity and Metal Nanoparticles In Vivo and In Vitro: Highlighting the Role of Particle Surface Area and Surface Reactivity , 2007, Inhalation toxicology.

[48]  B. Lehnert,et al.  Correlation between particle size, in vivo particle persistence, and lung injury. , 1994, Environmental health perspectives.

[49]  U. Vogel,et al.  An experimental protocol for maternal pulmonary exposure in developmental toxicology. , 2011, Basic & clinical pharmacology & toxicology.

[50]  Dongmei Wu,et al.  Exposure of pregnant mice to carbon black by intratracheal instillation: toxicogenomic effects in dams and offspring. , 2012, Mutation research.

[51]  Håkan Wallin,et al.  Effects of prenatal exposure to surface-coated nanosized titanium dioxide (UV-Titan). A study in mice , 2010, Particle and Fibre Toxicology.

[52]  W. Wohlleben,et al.  On the lifecycle of nanocomposites: comparing released fragments and their in-vivo hazards from three release mechanisms and four nanocomposites. , 2011, Small.