DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Modeling PAH Mixture Interactions in a Human In Vitro Organotypic Respiratory Model

Journal Article · · International Journal of Molecular Sciences (Online)

One of the most significant challenges in human health risk assessment is to evaluate hazards from exposure to environmental chemical mixtures. Polycyclic aromatic hydrocarbons (PAHs) are a class of ubiquitous contaminants typically found as mixtures in gaseous and particulate phases in ambient air pollution associated with petrochemicals from Superfund sites and the burning of fossil fuels. However, little is understood about how PAHs in mixtures contribute to toxicity in lung cells. To investigate mixture interactions and component additivity from environmentally relevant PAHs, two synthetic mixtures were created from PAHs identified in passive air samplers at a legacy creosote site impacted by wildfires. The primary human bronchial epithelial cells differentiated at the air–liquid interface were treated with PAH mixtures at environmentally relevant proportions and evaluated for the differential expression of transcriptional biomarkers related to xenobiotic metabolism, oxidative stress response, barrier integrity, and DNA damage response. Component additivity was evaluated across all endpoints using two independent action (IA) models with and without the scaling of components by toxic equivalence factors. Both IA models exhibited trends that were unlike the observed mixture response and generally underestimated the toxicity across dose suggesting the potential for non-additive interactions of components. Overall, this study provides an example of the usefulness of mixture toxicity assessment with the currently available methods while demonstrating the need for more complex yet interpretable mixture response evaluation methods for environmental samples.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE; National Institutes of Health (NIH)
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
2441385
Report Number(s):
PNNL-SA--195907
Journal Information:
International Journal of Molecular Sciences (Online), Journal Name: International Journal of Molecular Sciences (Online) Journal Issue: 8 Vol. 25; ISSN 1422-0067
Publisher:
MDPICopyright Statement
Country of Publication:
United States
Language:
English

References (84)

Joint action of natural and synthetic photosystem II inhibitors journal February 1999
Mutagenicity and oxidative damage induced by an organic extract of the particulate emissions from a simulation of the deepwater horizon surface oil burns journal March 2017
Predictability of the toxicity of multiple chemical mixtures to Vibrio fischeri: Mixtures composed of similarly acting chemicals journal September 2000
Predictability of the toxicity of a multiple mixture of dissimilarly acting chemicals to Vibrio fischeri journal September 2000
How well can we predict the toxicity of pesticide mixtures to aquatic life? journal July 2007
Induction of CYP1A1 gene expression in H4‐II‐E rat hepatoma cells by benzo[e]pyrene journal January 1992
Smoking and cancer‐related gene expression in bronchial epithelium and non‐small‐cell lung cancers journal August 2006
Combination effects of herbicides on plants and algae: do species and test systems matter? journal February 2007
Differential proinflammatory responses induced by diesel exhaust particles with contrasting PAH and metal content journal July 2013
Glycine N-Methyltransferase Is a Mediator of Cytochrome P4501A1 Gene Expression journal October 1995
Induction of CYP1A1 Gene Expression in Mouse Hepatoma Cells by Benzo(e)Pyrene, a Ligand of the 4S Polycyclic Hydrocarbon-Binding Protein journal September 1994
Benzo[g,h,i]perylene Synergistically Transactivates Benzo[a]pyrene-Induced CYP1A1 Gene Expression by Aryl Hydrocarbon Receptor Pathway journal January 2001
Polycyclic aromatic hydrocarbon (PAH) metabolizing enzyme activities in human lung, and their inducibility by exposure to naphthalene, phenanthrene, pyrene, chrysene, and benzo(a)pyrene as shown in the rat lung and liver journal August 2006
Carcinogenic polycyclic aromatic hydrocarbons induce CYP1A1 in human cells via a p53-dependent mechanism journal November 2014
Comparative transcriptomic analyses to scrutinize the assumption that genotoxic PAHs exert effects via a common mode of action journal September 2015
Environmentally prevalent polycyclic aromatic hydrocarbons can elicit co-carcinogenic properties in an in vitro murine lung epithelial cell model journal November 2017
Complex Mixtures, Complex Analyses: an Emphasis on Interpretable Results journal May 2019
Relative decay index and sources of polycyclic aromatic hydrocarbons journal January 1986
The use of toxic equivalency factors in assessing occupational and environmental health risk associated with exposure to airborne mixtures of polycyclic aromatic hydrocarbons (PAHs) journal February 1996
Sources and chemical reactivity of polynuclear aromatic hydrocarbons in the atmosphere — A critical review journal January 1984
Synergistic effects of individual polycyclic aromatic hydrocarbons on the mutagenicity of their mixtures journal December 1981
Binding of polynuclear aromatic hydrocarbons to the rat 4S cytosolic binding protein: Structure-activity relationships journal February 1987
Patterns and sources of polycyclic aromatic hydrocarbons and their derivatives in indoor air journal November 1995
Role of the aromatic hydrocarbon receptor and [Ah] gene battery in the oxidative stress response, cell cycle control, and apoptosis journal January 2000
Potency of various polycyclic aromatic hydrocarbons as inducers of CYP1A1 in rat hepatocyte cultures journal January 1999
Joint algal toxicity of 16 dissimilarly acting chemicals is predictable by the concept of independent action journal March 2003
Regulations for combined effects of pollutants: Consequences from risk assessment in aquatic toxicology journal November 1996
The genotoxicity of priority polycyclic aromatic hydrocarbons in complex mixtures journal March 2002
Carcinogenicity of polycyclic aromatic hydrocarbons journal December 2005
Detoxification of promutagenic aldehydes derived from methylpyrenes by human aldehyde dehydrogenases ALDH2 and ALDH3A1 journal September 2008
Predictability of the mixture toxicity of 12 similarly acting congeneric inhibitors of photosystem II in marine periphyton and epipsammon communities journal July 2004
Application and validation of approaches for the predictive hazard assessment of realistic pesticide mixtures journal February 2006
Sources of polycyclic aromatic hydrocarbons to the Hudson River Airshed journal November 2004
Emission and outflow of polycyclic aromatic hydrocarbons from wildfires in China journal September 2008
Global atmospheric emission inventory of polycyclic aromatic hydrocarbons (PAHs) for 2004 journal February 2009
Polycyclic aromatic hydrocarbon-DNA adduct formation in prostate carcinogenesis journal August 2006
A review of airborne polycyclic aromatic hydrocarbons (PAHs) and their human health effects journal October 2013
The influence of polycyclic aromatic hydrocarbons on lung function in a representative sample of the Canadian population journal September 2017
Identification of component-based approach for prediction of joint chemical mixture toxicity risk assessment with respect to human health: A critical review journal September 2020
Generalized concentration addition: A method for examining mixtures containing partial agonists journal August 2009
Developmental toxicity and endocrine disrupting potency of 4-azapyrene, benzo[b]fluorene and retene in the zebrafish Danio rerio journal April 2012
Systematic developmental neurotoxicity assessment of a representative PAH Superfund mixture using zebrafish journal September 2018
Comparative mechanisms of PAH toxicity by benzo[a]pyrene and dibenzo[def,p]chrysene in primary human bronchial epithelial cells cultured at air-liquid interface journal September 2019
Air pollution particulate matter (PM2.5)-induced gene expression of volatile organic compound and/or polycyclic aromatic hydrocarbon-metabolizing enzymes in an in vitro coculture lung model journal February 2009
Fine particulate matter from urban ambient and wildfire sources from California’s San Joaquin Valley initiate differential inflammatory, oxidative stress, and xenobiotic responses in human bronchial epithelial cells journal December 2011
Interactions between polycyclic aromatic hydrocarbons in complex mixtures and implications for cancer risk assessment journal July 2014
Indoor versus Outdoor Air Quality during Wildfires journal November 2019
Something from “Nothing” − Eight Weak Estrogenic Chemicals Combined at Concentrations below NOECs Produce Significant Mixture Effects journal April 2002
What Contributes to the Combined Effect of a Complex Mixture? journal December 2004
Toxicity of a Mixture of Dissimilarly Acting Substances to Natural Algal Communities:  Predictive Power and Limitations of Independent Action and Concentration Addition journal October 2004
Inhibition of Human Cytochrome P450 1A1-, 1A2-, and 1B1-Mediated Activation of Procarcinogens to Genotoxic Metabolites by Polycyclic Aromatic Hydrocarbons journal February 2006
Cancer risk from occupational and environmental exposure to polycyclic aromatic hydrocarbons journal January 1997
Multifunctional strands in tight junctions journal April 2001
DDB2 decides cell fate following DNA damage journal June 2009
Reduced stress defense in heme oxygenase 1-deficient cells journal September 1997
Toxic equivalency factor approach for risk assessment of polycyclic aromatic hydrocarbons journal November 1997
Regulatory assessment and risk management of chemical mixtures: challenges and ways forward journal February 2019
Polycyclic aromatic hydrocarbons. A review journal January 2017
Direct Binding of Three Tight Junction-Associated Maguks, Zo-1, Zo-2, and Zo-3, with the Cooh Termini of Claudins journal December 1999
Glutathione conjugation of trans-3,4-dihydroxy 1,2-epoxy l,2,3,4-tetrahydrobenzo[c]phenanthrene isomers by human glutathione transferases journal January 1992
Identification through microarray gene expression analysis of cellular responses to benzo( a )pyrene and its diol-epoxide that are dependent or independent of p53 journal October 2007
Up-regulation of the glutathione S-transferase system in human liver by polycyclic aromatic hydrocarbons; comparison with rat liver and lung journal April 2008
Polycyclic Aromatic Hydrocarbons: From Metabolism to Lung Cancer journal April 2015
The Toxicity of Poisons Applied Jointly1 journal August 1939
An Empirical Approach to Sufficient Similarity: Combining Exposure Data and Mixtures Toxicology Data journal February 2013
Antioxidant mechanism of heme oxygenase-1 involves an increase in superoxide dismutase and catalase in experimental diabetes journal August 2005
The air-liquid interface and use of primary cell cultures are important to recapitulate the transcriptional profile of in vivo airway epithelia journal January 2011
Human bronchial epithelial cell transcriptome: gene expression changes following acute exposure to whole cigarette smoke in vitro journal May 2007
Heterocellular gap junctional communication between alveolar epithelial cells journal June 2001
Impact of Smoking Cessation on Global Gene Expression in the Bronchial Epithelium of Chronic Smokers journal July 2008
Do Airway Epithelium Air–Liquid Cultures Represent the In Vivo Airway Epithelium Transcriptome? journal April 2011
Multimodel Inference: Understanding AIC and BIC in Model Selection journal November 2004
A Method for Identifying Prevalent Chemical Combinations in the U.S. Population journal August 2017
Transcriptome-Wide Prediction and Measurement of Combined Effects Induced by Chemical Mixture Exposure in Zebrafish Embryos journal April 2021
Generalized Concentration Addition Predicts Joint Effects of Aryl Hydrocarbon Receptor Agonists with Partial Agonists and Competitive Antagonists journal May 2010
Unraveling the Health Effects of Environmental Mixtures: An NIEHS Priority journal January 2013
Concentration Addition, Independent Action and Generalized Concentration Addition Models for Mixture Effect Prediction of Sex Hormone Synthesis In Vitro journal August 2013
Dose-Response Analysis Using R journal December 2015
Predicting single and mixture toxicity of petrogenic polycyclic aromatic hydrocarbons to the copepod Oithona davisae journal November 2005
A Review of Independent Action Compared to Concentration Addition as Reference Models for Mixtures of Compounds with Different Molecular Target Sites journal January 2008
Xenobiotic-Metabolizing Enzymes Involved in Activation and Detoxification of Carcinogenic Polycyclic Aromatic Hydrocarbons journal January 2006
Concentration-response gene expression analysis in zebrafish reveals phenotypically-anchored transcriptional responses to retene journal August 2022
Leveraging Multiple Data Streams for Prioritization of Mixtures for Hazard Characterization journal October 2022
DDB2 (Damaged-DNA binding protein 2) in nucleotide excision repair and DNA damage response journal December 2009