Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2019 Sep 23.
Published in final edited form as: Environ Dis. 2018 Jul-Sep;3(3):57–62. doi: 10.4103/ed.ed_16_18

Particulate air pollution: major research methods and applications in animal models

Yanan Shang 1, Qinghua Sun 1,2,3
PMCID: PMC6756763  NIHMSID: NIHMS1005630  PMID: 31549002

Abstract

Ambient air pollution is composed of a heterogeneous mixture of gaseous and solid particle compounds in which primary particles are emitted directly into the atmosphere, such as diesel soot, while secondary particles are created through physicochemical transformation. Particulate matter (PM), especially fine and ultrafine particles, can be inhaled and deposited in the alveolar cavities and penetrate into circulation. An association between high levels of air pollutants and human disease has been known for more than half a century and increasing evidences demonstrate a strong link between exposure on PM and the development of systemic diseases, such as cardiovascular and neurological disorders. Experimental animal models have been extensively used to study the underlying mechanism caused by environmental exposure to ambient PM. Due to their availability, quality, cost, and genetically modified strains, rodent models have been widely used. Some common exposure approaches include intranasal instillation, intratracheal instillation, nose-only inhalation, whole-body inhalation, and intravenous injection have been reviewed with brief summary of its performance, merit, limitation, and application. We hope this would provide useful reference in advancing experimental researches about air pollution human health and disease development.

INTRODUCTION

Air pollution is composed of a heterogeneous mixture of gaseous and solid particle compounds that primarily include ozone (O3), carbon monoxide (CO), sulfur dioxide (SO2), nitrogen oxides (NOx), liquids, and particulate matter (PM). PM is a complex mixture of extremely small particles and liquid droplets in which primary particles are emitted directly into the atmosphere, such as diesel soot, while secondary particles are created through physicochemical transformation of gases, such as nitrate and sulfate formation from gaseous nitric acid and sulfur dioxide, respectively. PM can be divided into coarse (10 to 2.5 μm; PM10–2.5), fine (<2.5 μm; PM2.5), and ultrafine (<0.1 μm; PM0.1) particles.1 Of particular interest in PM are PM2.5 and PM0.1 because they are the PM that ultimately enters the lungs, although the chemical components from bigger PM could also be deposited in the alveolar cavities and penetrate into circulation.2 An association between high levels of air pollutants and human disease has been known for more than half a century that nose and throat disturbance was found in urban cities as early as 1936.3 In a landmark study conducted in six US cities discovered that PM2.5, or a more complex pollution mixture associated with PM2.5, contributed to excess mortality in some major cities in the US.4 Ambient air pollution impacts every one of us, which starts from prenatal time period and lasts lifetime. It is a global challenge especially to those emerging countries like China and India.5 In the United States, “the number of people exposed to unhealthy levels of air pollution increased to more than 133.9 million people, higher than the 125 million in the years covered by the 2017 report (2013–2015)” according to this year’s “State of the Air” report from American Lung Association.6 Although sky visibility has increased over Europe,5 most European Union countries “fail to meet the bloc’s air quality standards and more than 1,000 Europeans die prematurely each day, ten times more than in road accidents”, and “pollution’s toll on health in Bulgaria and other eastern European countries was even worse than in Asian giants China and India”.7

Exposure to ambient PM2.5 particles has profound health impact, especially when exposure occurs early in human lives, which may have direct impact on respiratory system, and indirect impact on other systems, such as cardiovascular, digestive, and neurological.1, 2, 812 A reduction in exposure to ambient PM2.5 had contributed to significant and measurable improvements in life expectancy in the United States,13 reflecting the importance of lifetime exposure on human life quality and human disease development, even when the ambient concentrations were perceived “acceptable” in most of North American and European cities. Although life expectancy has been improved significantly since air pollution levels have been reduced,14, 15 the mechanisms of the effects of air pollution on human diseases remain unclear.

Experimental animal models have been extensively used to study the underlying mechanism of cardiovascular and respiratory diseases caused by environmental exposure to particulate air pollutants. Due to their availability, quality, cost, and genetically modified strains, mice, guinea pigs, and other rodents have been used in investigations related to pulmonary uptake and disposition of aerosolized particles. Some common exposure approaches include intranasal instillation, intratracheal instillation, nose-only inhalation, whole-body inhalation, and intravenous injection. Each of these approaches has its own merits, limitations, targeted organs and systems, and requirements for study design.1618 In this review, we intend to summarize major methods with their pros and cons about PM exposure in rodents, especially in mice. In addition, PM exposure on major human diseases that were conducted in rodent models are also highlighted. We hope this would provide useful reference in advancing experimental research in the understanding of air pollution in human health and disease.

EXPOSURE METHODS

Instillation via nose or trachea

Aspiration or instillation of foreign material like fluid into the lungs is frequently seen as accident or intentionally applied for drug delivery or other interventional purposes.19 As an experimental tool, it has been widely applied in toxicity studies, especially the investigations on the airborne PM. The procedure seems simple but generally requires animals to be sedated to avoid coughing.20, 21 The particles, either collected on site or purchased from a commercially available companies, such as from the National Institute of Standards and Technology (NIST),22 should be in sterile saline or phosphate-buffered saline (PBS), and resuspended with a desired form and concentration before the delivery. The exposure is performed by placing a lightly anesthetized animal in a supine position, and the particle suspension is instilled or aspired into the nasal cavity drop-wise using a micropipette. The intervention, depending on the hypothesis and animal model, can be 1–2 times per week for up to a few months.23 As to the intratracheal instillation, it needs some instruments, along with anesthesia, to facilitate the process in mice.24, 25 Very similar to the nasal instillation, particles need to be suspended in sterile saline or PBS, and syringe, needle, or an endotracheal tube or catheter may be needed for the delivery.25, 26

There are a few aspects that need to be considered. First, some technique and experience in it may be needed to make sure the consistence in the procedure and substantial amount of the particle containing fluid is delivered (into the lung). It is recommended to run a few pilot experiments with Typan blue solution in some mice to perfect the procedure and make sure that substantial amount of the solution reaches the lung tissue (by sacrificing the mice and examining the lung organ). Second, the dose delivered via nasal or tracheal instillation does not represent exposure to ambient levels of PM, but may be relevant for occupational or even ambient exposures, if careful calculation about the dosage is made.25 Third, the amount of fluid containing the particles needs to be limited for each delivery and the frequency of the delivery also needs to be cautious in order to prevent pulmonary edema in the animals. While instillation via either nose or trachea has long been used in toxicity testing as an alternative to inhalation exposure due to its simplicity and cost saving for complex atmospheric generation and exposure systems, the outcomes are quite different between instillation and inhalation, ranging from lung interlobular distribution to the evaluation of airway hyperreactivity, bronchoalveolar lavage fluid constituents, and histopathology.27

Injection intravenously or intraperitoneally

PM particles, especially PM2.5 and PM0.1 particles, are believed that, once inhaled, the insoluble PM2.5 or PM0.1 particles can translocate into the circulation, with the potential for direct effects on homeostasis and cardiovascular integrity.28 It is even highly possible that PM0.1 to cross the lung-blood barrier due to its much smaller sizes and propensity to form aggregates.2, 29

Although one could argues that systemic administration of PM particles is not a physiologic mode of exposure compared to inhalation, it is believed and accepted that PM particles be directly injected intravenously serve as a convenient and appropriate method to investigate the mechanisms of action of translocated particles.30, 31 To do so, particles that are collected or purchased are suspended in sterile saline or PBS. Particle suspensions need to be sonicated and vortexed prior to intravenous administration to mouse tail vein to avoid particle aggregation.30

Intraperitoneal injection is widely used as a means of administering substances, particularly injectable anesthetics. Due to some side effects that may happen, which primarily include inadvertent injection into the gut, abdominal fat and subcutaneous tissues, caution is needed during the performance. The procedure seems simple, which is not usually necessary to sterilize the skin with antiseptics or use of anesthetics.32 The particles with targeted concentration may be suspended in saline or PBS,33 which is injected intraperitoneally once, or 2–3 times per week. A new needle should be used for each animal and the injecting fluid with the suspended particles should be at body temperature. If repeated injections are needed, consider some alternatives, such as the use of minipumps, which could last a few weeks without the need for external connections or frequent handling.34 In addition to its “artificial” delivery that bypasses respiratory system compared to human inhalation, another downside is the exposure dosage that is difficult to determine or to correlate the exposure dose with the reality what human subjects are exposed.

Nose-only inhalational exposure

Nose-only inhalational exposure is relatively versatile, which requires inhalation holding tubes and has broad application, such as suspended ambient particles that are collected or commercially purchased, ambient or concentrated particles, gases, diesel exhaust particles, even like tobacco smoke/particles.3539 The system is technically less demanding although a labor-intensive regimen if a long-term exposure is planned.40 However, it is most likely “artificial” exposure that is not “natural” in terms of what and how much (concentration) the animals are exposed. It is good for a relatively shortterm exposure and is a good alternative for mechanistic study, especially about chemical components on the adverse effects of human health and disease development.

Whole body inhalation exposure

Ambient inhalational exposure:

Ambient inhalation exposure, either to specific size of the particles or to specific component of the air pollutants, does require exposure chambers with certain technical support and maintenance. They can be indoor or outdoor, depending on the study goals and technical availability. An indoor one, such as an ambient PM2.5 exposure chamber,41, 42 mainly consists exposure chambers that house the animals and a cyclone that is used to remove the particles larger than 2.5 μm. As to the control, an identical protocol with the exception that a High Efficiency Particulate Air filter (HEPA) is positioned in the inlet valve to the exposure system to remove all of the particles from that air stream.41 It can run continuously with very limited negative impact on the animals, and the exposure concentrations may fluctuate along with the ambient levels.

An outdoor one, represented by open-top chamber43, 44 and shed exposure chamber,45, 46 reflects the exposure to “natural air”. The open-top chamber system mainly includes exposure chambers of cylindrical structures while the ambient air is forced into the chamber by large fans and exits at the top. Since it is exposed to ambient air, a few monitoring devices may have to be provided in order to determine which air pollutants and at what levels of those air pollutants those animals are exposed.44 For the control, one or more filters may be added to the system to reduce both particles and gaseous components in the clean chamber. The shed system is similar to the open-top chamber except that utility sheds are used.45, 46 One of the advantages of the outdoor systems is that it is movable and relatively easy to set up, which enables the potential to study specific area and location, such as traffic crossroad44 or air pollutant emission source.45, 46 However, the setup and its location also require careful consideration of site safety, environmental factors (such as ambient temperature, humidity, noise, and light), sanitation, and availability of water and electricity for both animals and researchers.

Concentrated ambient particle (CAPs) inhalational exposure:

Several CAPs acute exposure studies in humans have been performed in the last 1–2 decades,4749 although most of them have been done in animal models. The best representative exposure system that may have the most productive outcomes is the versatile aerosol concentration enrichment system (VACES).40, 50, 51 This exposure system uses the principle of the condensational growth of the ambient particles followed by virtual impaction to concentrate the aerosol, and allows the particles larger than 2.5 μm in aerodynamic diameter removed at the concentrator inlet, and the remaining aerosol to be concentrated by inertial separation techniques that dispose of most of the carrier air, which enables delivery of concentrated streams of real world particles to human subjects or laboratory animals via whole body exposure.40, 52 While several modifications to the VACES have been made to improve its performance and to facilitate its use for daily operation, the basic design was illustrated in which each rodent was housed individually with a total number up to 128 mice or 24 rats could be exposed simultaneously.40, 50, 53 In a latest design, exposure chambers are modified so that the mice can be housed in their original cages during the exposure and the mice do not need to be housed individually.54 There are several advantages with this system. First, it mimics human whole body, inhalational exposure with minimum impact on animal’s food intake and drinking during the exposure.40, 52 Second, it allows both short and long term exposures (so far it has demonstrated a 10-month continuous exposure in mice).12, 55 Third, it allows the ambient particles to be concentrated up to 10 folds (concentration enrichment factor 10) while both the particle numbers and volume size distributions are reasonably well preserved during the concentration enrichment process.4 Fourth, a few additional devices for monitoring physiological parameters or instrumental intervention, such as telemetry for EKG or blood pressure, or a rodent treadmill, can be used simultaneously during the exposure.4, 54 Fifth, due to its concentration capability and continuous exposure potential, it has the flexibility and advantage to have a research design within a reasonable time period while a maximal positive outcomes may be achieved.56, 57 Last but not least, the mice do not need training before the exposure and no any drug is need to sedate them during the exposure. Therefore, with those advantages mentioned above, it is regarded one of the best inhalational exposure systems up to date.

In addition to a station exposure system either indoor or outdoor, as illustrated above, an exposure system that is mobile, such as in a (semi-)trailer, has some advantages over a station one in terms of “precision” exposure to specific site and chemical components without compromising the others, such as safety and sanity of the animals and researchers. One type of mobile trailer exposure systems, which was called “OASIS-1” located in Ohio of USA, is based on the VACES mechanism that can house both mice and rats for extended time period.5561 Another type of mobile trailer exposure systems, which was called “AirCARE 1” and was primarily located in Michigan of USA. CAPs are generated from ambient PM2.5 using a Harvard-type PM2.5 concentrator and whole body animal exposures are conducted in Hinners chambers.6265

CONCLUSIONS AND PERSPECTIVE

Air pollution exposure has caused significant human and public health burden, which is especially critical in some developing countries, such as in China, India, and Brazil.6668 While sustained reductions in air pollution exposure have demonstrated an association with increased life expectancy and substantial improvements in air quality have been made in the past decades,14 “clear sky visibility” over land has decreased in most of the regions globally over the past 30 years.5 Therefore, we still have a long way to go and more efforts are needed in reducing air pollution levels and associated disease initiation and development. Future investigations into air pollution exposure on human diseases should have systemic diseases, especially cardiovascular diseases, as one of the priorities, since cardiovascular diseases have led the mortality and morbidity globally.2 Another emphasis should be in neurological diseases due to the skyrocketing incidence of dementia and Alzheimer’s disease.69 In addition, cancer study has been drawn attention,70 and will continue to be increased especially in the developing world.71 As to the exposure methods, although conditions and limitations vary, a method via inhalation through nose, either at the ambient level or at the concentrated one, should be pursued with every effort in clinically relevant animal models. This is critical due to the fact that bypassing the respiratory system without inhalational exposure seems “artificial” that hardly exists in human reality, which has profound different responses in the body comparing to natural, inhalational exposure.27 As to the exposure, PM cumulative exposure still seems to dominate the field but more should be focused on its chemical components, especially heavy metals, on human health effects and specific disease development due to chemical complexity of PM particles and significant differences among the cities and regions. As to the susceptible populations, clinically relevant animal models that mimic exposure in children, seniors, and people who have underlying chronic diseases should be emphasized.

REFERENCES

  • 1.Brook RD, Franklin B, Cascio W, Hong Y, Howard G, Lipsett M, Luepker R, Mittleman M, Samet J, Smith SC, Jr., and Tager I Air pollution and cardiovascular disease: a statement for healthcare professionals from the Expert Panel on Population and Prevention Science of the American Heart Association. Circulation. 2004;109:2655–71. [DOI] [PubMed] [Google Scholar]
  • 2.Sun Q, Hong X and Wold LE. Cardiovascular effects of ambient particulate air pollution exposure. Circulation. 2010;121:2755–65. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Ruskin SL. POLLUTION OF THE CITY AIR AS A SOURCE OF NOSE AND THROAT DISTURBANCE. Science (New York, NY. 1936;84:84–5. [DOI] [PubMed] [Google Scholar]
  • 4.Dockery DW, Pope CA, Xu X, Spengler JD, Ware JH, Fay ME, Ferris BG and Speizer FE. An Association between Air Pollution and Mortality in Six U.S. Cities. The New England journal of medicine. 1993;329:1753–1759. [DOI] [PubMed] [Google Scholar]
  • 5.Wang K, Dickinson RE and Liang S. Clear sky visibility has decreased over land globally from 1973 to 2007. Science (New York, NY. 2009;323:1468–70. [DOI] [PubMed] [Google Scholar]
  • 6.http://www.lung.org/assets/documents/healthy-air/state-of-the-air/sota-2018-full.pdf. 2018.
  • 7.https://www.channelnewsasia.com/news/world/most-eu-countries-miss-air-quality-targets-report-10705856. 2018.
  • 8.Zheng Z, Xu X, Zhang X, Wang A, Zhang C, Huttemann M, Grossman LI, Chen LC, Rajagopalan S, Sun Q and Zhang K. Exposure to ambient particulate matter induces a NASH-like phenotype and impairs hepatic glucose metabolism in an animal model. Journal of hepatology. 2013;58:148–54. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Zheng Z, Zhang X, Wang J, Dandekar A, Kim H, Qiu Y, Xu X, Cui Y, Wang A, Chen LC, Rajagopalan S, Sun Q and Zhang K. Exposure to fine airborne particulate matters induces hepatic fibrosis in murine models. Journal of hepatology. 2015;63:1397–404. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Wang JM, Qiu Y, Yang Z, Kim H, Qian Q, Sun Q, Zhang C, Yin L, Fang D, Back SH, Kaufman RJ, Yang L and Zhang K. IRE1alpha prevents hepatic steatosis by processing and promoting the degradation of select microRNAs. Sci Signal. 2018;11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Qiu Y, Zheng Z, Kim H, Yang Z, Zhang G, Shi X, Sun F, Peng C, Ding Y, Wang A, Chen LC, Rajagopalan S, Sun Q and Zhang K. Inhalation Exposure to PM2.5 Counteracts Hepatic Steatosis in Mice Fed High-fat Diet by Stimulating Hepatic Autophagy. Sci Rep. 2017;7:16286. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Fonken LK, Xu X, Weil ZM, Chen G, Sun Q, Rajagopalan S and Nelson RJ. Air pollution impairs cognition, provokes depressive-like behaviors and alters hippocampal cytokine expression and morphology. Mol Psychiatry. 2011;16:987–95, 973. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Olshansky SJ, Passaro DJ, Hershow RC, Layden J, Carnes BA, Brody J, Hayflick L, Butler RN, Allison DB and Ludwig DS. A potential decline in life expectancy in the United States in the 21st century. The New England journal of medicine. 2005;352:113845. [DOI] [PubMed] [Google Scholar]
  • 14.Pope CA, 3rd, Ezzati M and Dockery DW. Fine-particulate air pollution and life expectancy in the United States. The New England journal of medicine. 2009;360:376–86. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Coyle D, Stieb D, Burnett RT, DeCivita P, Krewski D, Chen Y and Thun MJ. Impact of particulate air pollution on qualityadjusted life expectancy in Canada. J Toxicol Environ Health A. 2003;66:1847–63. [DOI] [PubMed] [Google Scholar]
  • 16.Phalen RF. Inhalation exposure of animals. Environmental health perspectives. 1976;16:17–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Brain JD and Valberg PA. Deposition of aerosol in the respiratory tract. The American review of respiratory disease. 1979;120:1325–73. [DOI] [PubMed] [Google Scholar]
  • 18.Oyabu T, Morimoto Y, Izumi H, Yoshiura Y, Tomonaga T, Lee BW, Okada T, Myojo T, Shimada M, Kubo M, Yamamoto K, Kawaguchi K and Sasaki T. Comparison between whole-body inhalation and nose-only inhalation on the deposition and health effects of nanoparticles. Environ Health Prev Med. 2016;21:42–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Elidemir O, Fan LL and Colasurdo GN. A novel diagnostic method for pulmonary aspiration in a murine model. Immunocytochemical staining of milk proteins in alveolar macrophages. American journal of respiratory and critical care medicine. 2000;161:622–6. [DOI] [PubMed] [Google Scholar]
  • 20.Arantes-Costa FM, Lopes FD, Toledo AC, Magliarelli-Filho PA, Moriya HT, Carvalho-Oliveira R, Mauad T, Saldiva PH and Martins MA. Effects of residual oil fly ash (ROFA) in mice with chronic allergic pulmonary inflammation. Toxicol Pathol. 2008;36:680–6. [DOI] [PubMed] [Google Scholar]
  • 21.Cui Y, Xie X, Jia F, He J, Li Z, Fu M, Hao H, Liu Y, Liu JZ, Cowan PJ, Zhu H, Sun Q and Liu Z. Ambient fine particulate matter induces apoptosis of endothelial progenitor cells through reactive oxygen species formation. Cell Physiol Biochem. 2015;35:353–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. https://www.nist.gov/.
  • 23.Mutlu GM, Green D, Bellmeyer A, Baker CM, Burgess Z, Rajamannan N, Christman JW, Foiles N, Kamp DW, Ghio AJ, Chandel NS, Dean DA, Sznajder JI and Budinger GR. Ambient particulate matter accelerates coagulation via an IL-6-dependent pathway. The Journal of clinical investigation. 2007;117:2952–61. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Wang T, Moreno-Vinasco L, Huang Y, Lang GD, Linares JD, Goonewardena SN, Grabavoy A, Samet JM, Geyh AS, Breysse PN, Lussier YA, Natarajan V and Garcia JG. Murine lung responses to ambient particulate matter: genomic analysis and influence on airway hyperresponsiveness. Environmental health perspectives. 2008;116:1500–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Gavett SH, Madison SL, Stevens MA and Costa DL. Residual oil fly ash amplifies allergic cytokines, airway responsiveness, and inflammation in mice. American journal of respiratory and critical care medicine. 1999;160:1897–904. [DOI] [PubMed] [Google Scholar]
  • 26.Hatch GE, Slade R, Boykin E, Hu PC, Miller FJ and Gardner DE. Correlation of effects of inhaled versus intratracheally injected males on susceptibility to respiratory infection in mice. The American review of respiratory disease. 1981;124:167–73. [DOI] [PubMed] [Google Scholar]
  • 27.Costa DL, Lehmann JR, Winsett D, Richards J, Ledbetter AD and Dreher KL. Comparative pulmonary toxicological assessment of oil combustion particles following inhalation or instillation exposure. Toxicol Sci. 2006;91:237–46. [DOI] [PubMed] [Google Scholar]
  • 28.Tan HH, Fiel MI, Sun Q, Guo J, Gordon RE, Chen LC, Friedman SL, Odin JA and Allina J. Kupffer cell activation by ambient air particulate matter exposure may exacerbate non-alcoholic fatty liver disease. Journal of immunotoxicology. 2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Mills NL, Donaldson K, Hadoke PW, Boon NA, MacNee W, Cassee FR, Sandstrom T, Blomberg A and Newby DE. Adverse cardiovascular effects of air pollution. Nature clinical practice. 2009;6:36–44. [DOI] [PubMed] [Google Scholar]
  • 30.Nemmar A and Inuwa IM. Diesel exhaust particles in blood trigger systemic and pulmonary morphological alterations. Toxicology letters. 2008;176:20–30. [DOI] [PubMed] [Google Scholar]
  • 31.Nemmar A, Al-Salam S, Zia S, Dhanasekaran S, Shudadevi M and Ali BH. Time-course effects of systemically administered diesel exhaust particles in rats. Toxicology letters. 2010;194:58–65. [DOI] [PubMed] [Google Scholar]
  • 32.Miner NA, Koehler J and Greenaway L. Intraperitoneal injection of mice. Appl Microbiol. 1969;17:250–1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Hansen CS, Sheykhzade M, Moller P, Folkmann JK, Amtorp O, Jonassen T and Loft S. Diesel exhaust particles induce endothelial dysfunction in apoE−/− mice. Toxicology and applied pharmacology. 2007;219:24–32. [DOI] [PubMed] [Google Scholar]
  • 34. http://www.alzet.com/.
  • 35.Vincent R, Bjarnason SG, Adamson IY, Hedgecock C, Kumarathasan P, Guenette J, Potvin M, Goegan P and Bouthillier L. Acute pulmonary toxicity of urban particulate matter and ozone. The American journal of pathology. 1997;151:1563–70. [PMC free article] [PubMed] [Google Scholar]
  • 36.Thomson EM, Williams A, Yauk CL and Vincent R. Toxicogenomic analysis of susceptibility to inhaled urban particulate matter in mice with chronic lung inflammation. Particle and fibre toxicology. 2009;6:6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Manzo ND, LaGier AJ, Slade R, Ledbetter AD, Richards JH and Dye JA. Nitric oxide and superoxide mediate diesel particle effects in cytokine-treated mice and murine lung epithelial cells--implications for susceptibility to traffic-related air pollution. Particle and fibre toxicology. 2012;9:43. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Hamm JT, Yee S, Rajendran N, Morrissey RL, Richter SJ and Misra M. Histological alterations in male A/J mice following nose-only exposure to tobacco smoke. Inhalation toxicology. 2007;19:405–18. [DOI] [PubMed] [Google Scholar]
  • 39.Gordon T, Nadziejko C, Schlesinger R and Chen LC. Pulmonary and cardiovascular effects of acute exposure to concentrated ambient particulate matter in rats. Toxicology letters. 1998;96–97:285–8. [DOI] [PubMed] [Google Scholar]
  • 40.Maciejczyk P, Zhong M, Li Q, Xiong J, Nadziejko C and Chen LC. Effects of subchronic exposures to concentrated ambient particles (CAPs) in mice. II. The design of a CAPs exposure system for biometric telemetry monitoring. Inhalation toxicology. 2005;17:189–97. [DOI] [PubMed] [Google Scholar]
  • 41.Xu X, Deng F, Guo X, Lv P, Zhong M, Liu C, Wang A, Tzan K, Jiang SY, Lippmann M, Rajagopalan S, Qu Q, Chen LC and Sun Q. Association of systemic inflammation with marked changes in particulate air pollution in Beijing in 2008. Toxicology letters. 2012;212:147–56. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Guan L, Geng X, Shen J, Yip J, Li F, Du H, Ji Z and Ding Y. PM2.5 inhalation induces intracranial atherosclerosis which may be ameliorated by omega 3 fatty acids. Oncotarget. 2018;9:3765–3778. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Mauad T, Rivero DH, de Oliveira RC, Lichtenfels AJ, Guimaraes ET, de Andre PA, Kasahara DI, Bueno HM and Saldiva PH. Chronic exposure to ambient levels of urban particles affects mouse lung development. American journal of respiratory and critical care medicine. 2008;178:721–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Mohallem SV, de Araujo Lobo DJ, Pesquero CR, Assuncao JV, de Andre PA, Saldiva PH and Dolhnikoff M. Decreased fertility in mice exposed to environmental air pollution in the city of Sao Paulo. Environmental research. 2005;98:196–202. [DOI] [PubMed] [Google Scholar]
  • 45.Somers CM, Yauk CL, White PA, Parfett CL and Quinn JS. Air pollution induces heritable DNA mutations. Proceedings of the National Academy of Sciences of the United States of America. 2002;99:15904–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Somers CM, McCarry BE, Malek F and Quinn JS. Reduction of particulate air pollution lowers the risk of heritable mutations in mice. Science (New York, NY. 2004;304:1008–10. [DOI] [PubMed] [Google Scholar]
  • 47.Ghio AJ, Kim C and Devlin RB. Concentrated ambient air particles induce mild pulmonary inflammation in healthy human volunteers. American journal of respiratory and critical care medicine. 2000;162:981–8. [DOI] [PubMed] [Google Scholar]
  • 48.Harder SD, Soukup JM, Ghio AJ, Devlin RB and Becker S. Inhalation of PM2.5 does not modulate host defense or immune parameters in blood or lung of normal human subjects. Environmental health perspectives. 2001;109 Suppl 4:599–604. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Ramanathan G, Yin F, Speck M, Tseng CH, Brook JR, Silverman F, Urch B, Brook RD and Araujo JA. Effects of urban fine particulate matter and ozone on HDL functionality. Particle and fibre toxicology. 2016;13:26. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Sun Q, Wang A, Jin X, Natanzon A, Duquaine D, Brook RD, Aguinaldo JG, Fayad ZA, Fuster V, Lippmann M, Chen LC and Rajagopalan S. Long-term air pollution exposure and acceleration of atherosclerosis and vascular inflammation in an animal model. Jama. 2005;294:3003–10. [DOI] [PubMed] [Google Scholar]
  • 51.Sun Q, Yue P, Deiuliis JA, Lumeng CN, Kampfrath T, Mikolaj MB, Cai Y, Ostrowski MC, Lu B, Parthasarathy S, Brook RD, Moffatt-Bruce SD, Chen LC and Rajagopalan S. Ambient Air Pollution Exaggerates Adipose Inflammation and Insulin Resistance in a Mouse Model of Diet-Induced Obesity. Circulation. 2009;119:538–546. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Lippmann M, Gordon T and Chen LC. Effects of subchronic exposures to concentrated ambient particles (CAPs) in mice. I. Introduction, objectives, and experimental plan. Inhalation toxicology. 2005;17:177–87. [DOI] [PubMed] [Google Scholar]
  • 53.Sun Q, Yue P, Ying Z, Cardounel AJ, Brook RD, Devlin R, Hwang JS, Zweier JL, Chen LC and Rajagopalan S. Air Pollution Exposure Potentiates Hypertension Through Reactive Oxygen Species-Mediated Activation of Rho/ROCK. Arteriosclerosis, thrombosis, and vascular biology. 2008;28:1760–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Wang W, Zhou J, Chen M, Huang X, Xie X, Li W, Cao Q, Kan H, Xu Y and Ying Z. Exposure to concentrated ambient PM2.5 alters the composition of gut microbiota in a murine model. Particle and fibre toxicology. 2018;15:17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Xu X, Liu C, Xu Z, Tzan K, Zhong M, Wang A, Lippmann M, Chen LC, Rajagopalan S and Sun Q. Long-term exposure to ambient fine particulate pollution induces insulin resistance and mitochondrial alteration in adipose tissue. Toxicol Sci. 2011;124:8898. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Xu X, Yavar Z, Verdin M, Ying Z, Mihai G, Kampfrath T, Wang A, Zhong M, Lippmann M, Chen LC, Rajagopalan S and Sun Q. Effect of early particulate air pollution exposure on obesity in mice: role of p47phox. Arteriosclerosis, thrombosis, and vascular biology. 2010;30:2518–27. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Xu X, Jiang SY, Wang TY, Bai Y, Zhong M, Wang A, Lippmann M, Chen LC, Rajagopalan S and Sun Q. Inflammatory response to fine particulate air pollution exposure: neutrophil versus monocyte. PLoS ONE. 2013;8:e71414. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Ying Z, Yue P, Xu X, Zhong M, Sun Q, Mikolaj M, Wang A, Brook RD, Chen LC and Rajagopalan S. Air pollution and cardiac remodeling: a role for RhoA/Rho-kinase. American journal of physiology. 2009;296:H1540–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Laing S, Wang G, Briazova T, Zhang C, Wang A, Zheng Z, Gow A, Chen AF, Rajagopalan S, Chen LC, Sun Q and Zhang K. Airborne particulate matter selectively activates endoplasmic reticulum stress response in the lung and liver tissues. Am J Physiol Cell Physiol. 2010;299:C736–49. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Kampfrath T, Maiseyeu A, Ying Z, Shah Z, Deiuliis JA, Xu X, Kherada N, Brook RD, Reddy KM, Padture NP, Parthasarathy S, Chen LC, Moffatt-Bruce S, Sun Q, Morawietz H and Rajagopalan S. Chronic fine particulate matter exposure induces systemic vascular dysfunction via NADPH oxidase and TLR4 pathways. Circulation research. 2011;108:716–26. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Liu C, Xu X, Bai Y, Wang TY, Rao X, Wang A, Sun L, Ying Z, Gushchina L, Maiseyeu A, Morishita M, Sun Q, Harkema JR and Rajagopalan S. Air Pollution-Mediated Susceptibility to Inflammation and Insulin Resistance: Influence of CCR2 Pathways in Mice. Environmental health perspectives. 2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Sun L, Liu C, Xu X, Ying Z, Maiseyeu A, Wang A, Allen K, Lewandowski RP, Bramble LA, Morishita M, Wagner JG, Dvonch J, Sun Z, Yan X, Brook RD, Rajagopalan S, Harkema JR, Sun Q and Fan Z. Ambient fine particulate matter and ozone exposures induce inflammation in epicardial and perirenal adipose tissues in rats fed a high fructose diet. Particle and fibre toxicology. 2013;10:43. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Wagner JG, Allen K, Yang HY, Nan B, Morishita M, Mukherjee B, Dvonch JT, Spino C, Fink GD, Rajagopalan S, Sun Q, Brook RD and Harkema JR. Cardiovascular depression in rats exposed to inhaled particulate matter and ozone: effects of diet-induced metabolic syndrome. Environmental health perspectives. 2014;122:27–33. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Dvonch JT, Brook RD, Keeler GJ, Rajagopalan S, D’Alecy LG, Marsik FJ, Morishita M, Yip FY, Brook JR, Timm EJ, Wagner JG and Harkema JR. Effects of concentrated fine ambient particles on rat plasma levels of asymmetric dimethylarginine. Inhalation toxicology. 2004;16:473–80. [DOI] [PubMed] [Google Scholar]
  • 65.Sirivelu MP, MohanKumar SM, Wagner JG, Harkema JR and MohanKumar PS. Activation of the stress axis and neurochemical alterations in specific brain areas by concentrated ambient particle exposure with concomitant allergic airway disease. Environmental health perspectives. 2006;114:870–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Watts J China: the air pollution capital of the world. Lancet. 2005;366:1761–1762. [PubMed] [Google Scholar]
  • 67.Maji S, Ghosh S and Ahmed S. Association of air quality with respiratory and cardiovascular morbidity rate in Delhi, India. International journal of environmental health research. 2018;28:471–490. [DOI] [PubMed] [Google Scholar]
  • 68.Vilas Boas DS, Matsuda M, Toffoletto O, Garcia MLB, Saldiva PHN and Marquezini MV. Workers of Sao Paulo city, Brazil, exposed to air pollution: Assessment of genotoxicity. Mutation research. 2018;834:18–24. [DOI] [PubMed] [Google Scholar]
  • 69.Okie S Confronting Alzheimer’s disease. The New England journal of medicine. 2011;365:1069–72. [DOI] [PubMed] [Google Scholar]
  • 70.Pope CA 3rd, Burnett RT, Turner MC, Cohen A, Krewski D, Jerrett M, Gapstur SM and Thun MJ. Lung cancer and cardiovascular disease mortality associated with ambient air pollution and cigarette smoke: shape of the exposure-response relationships. Environmental health perspectives. 2011;119:1616–21. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Loomis D, Huang W and Chen G. The International Agency for Research on Cancer (IARC) evaluation of the carcinogenicity of outdoor air pollution: focus on China. Chin J Cancer. 2014;33:189–96. [DOI] [PMC free article] [PubMed] [Google Scholar]

RESOURCES