- Open Access
- Open Peer Review
PM2.5, oxidant defence and cardiorespiratory health: a review
Environmental Healthvolume 12, Article number: 40 (2013)
Airborne fine particle mass concentrations (PM2.5) are used for ambient air quality management worldwide based in part on known cardiorespiratory health effects. While oxidative stress is generally thought to be an important mechanism in determining these effects, relatively few studies have specifically examined how oxidant defence may impact susceptibility to particulate air pollution. Here we review studies that explore the impact of polymorphisms in anti-oxidant related genes or anti-oxidant supplementation on PM2.5-induced cardiorespiratory outcomes in an effort to summarize existing evidence related to oxidative stress defence and the health effects of PM2.5. Recent studies of PM-oxidative burden were also examined. In total, nine studies were identified and reviewed and existing evidence generally suggests that oxidant defence may modify the impact of PM2.5 exposure on various health outcomes, particularly heart rate variability (a measure of autonomic function) which was the most common outcome examined in the studies reviewed. Few studies examined interactions between PM2.5 and oxidant defence for respiratory outcomes, and in general studies focused primarily on acute health effects. Therefore, further evaluation of the potential modifying role of oxidant defence in PM2.5-induced health effects is required, particularly for chronic outcomes. Similarly, while an exposure metric that captures the ability of PM2.5 to cause oxidative stress may offer advantages over traditional mass concentration measurements, little epidemiological evidence is currently available to evaluate the potential benefits of such an approach. Therefore, further evaluation is required to determine how this metric may be incorporated in ambient air quality management.
Airborne fine particle mass concentrations (PM2.5) are used for ambient air quality management worldwide based on years of epidemiological and toxicological evidence suggesting adverse health effects[1, 2]. Of the plausible biological mechanisms explaining PM2.5 health effects, oxidative stress is often cited as playing an important role in both respiratory and cardiovascular outcomes[3–5]. For this reason, recent attention has focused on PM oxidative burden as an approach to characterizing particle toxicity[6–10] and some findings suggest high spatial variability with proximity to traffic[7, 9, 10].
However, it is unclear as to how such measures may be incorporated into regulatory air quality management as relatively few studies have specifically examined the modifying role of oxidant defence on PM2.5-induced cardiorespiratory morbidity.
Here we review epidemiological evidence related to the role of oxidative stress (and oxidant defence) in PM-induced cardiorespiratory morbidity. In particular, we review studies that explore potential effect modification by polymorphisms in anti-oxidant genes or anti-oxidant supplementation, as well as recent evidence examining the association between PM-oxidative burden and adverse health outcomes. In general, the goal of this review paper was to examine heterogeneity in the magnitude and direction of PM2.5 associations according to factors that may impact oxidant defence and in doing so weigh evidence for or against incorporating measures of PM2.5 oxidative burden in ambient air quality management. Assays used to evaluate PM oxidative burden are not discussed in detail; a thorough analysis of these methods is available elsewhere.
Studies were identified through PubMed (http://www.ncbi.nlm.nih.gov/pubmed/) using the operator AND in combination with search terms including: air pollution/fine particulate matter (PM2.5), oxidative stress, oxidative stress genes/polymorphisms, dietary antioxidants, effect modification, respiratory health, and cardiovascular health. For example, typical search terms included: 1) PM2.5, oxidative stress, AND cardiovascular health; 2) PM2.5, oxidative stress, AND respiratory health; 3) PM2.5, oxidative potential, AND effect modification; 4) Similar combinations using the terms above. Abstracts of articles retrieved were examined and studies were only included if they were published in English before July 4, 2012 and specifically examined he role of oxidative stress/oxidative stress defence in PM2.5-induced cardiorespiratory health effects in humans and/or specifically examined the health effects of PM-oxidative potential.
Citation lists from these articles were also examined. In total, nine studies were identified that met the above criteria and all of these studies were included in the review (Table 1).
Polymorphisms in anti-oxidant related genes
Cardiovascular health effects
Reactive oxygen species (ROS) are produced in the body both through natural biological processes as well as in response to external stimuli such as air pollution[3, 5]. As such, mechanisms have evolved to maintain cellular redox equilibrium to counter the potential adverse health effects of oxidative stress including damage to cellular macromolecules (e.g. proteins, DNA, membranes), inflammation, and cytotoxicity[3, 5]. A number of anti-oxidant related genes have been identified and several studies have examined the degree to which polymorphisms in these genes may modify responses to PM with an aerodynamic diameter less than 2.5 μm (PM2.5) (Table 1).
Zanobetti et al. recently reviewed a number of studies examining gene-air pollution interactions with respect to cardiovascular morbidity. Of the sixteen studies reviewed, five studies specifically examined the effects of PM2.5 exposure according to gene polymorphisms related to anti-oxidant defence[16–20]. However, all five of these studies were conducted in the same population of elderly Caucasian men (The Normative Aging Study). Polymorphisms in genes coding for glutathione S-transferase enzymes (GSTM1, GSTP1, GSTT1) were examined most often but variants in genes for heme oxygenase-1 (HMOX-1), hemocromatosis (HFE), NAD(P)H dehydrogenase [quinine] 1 (NQO1), and catalase (CAT) were also examined.
The GST family of enzymes play a crucial role in anti-oxidant defence as they catalyze the conjunction of ROS with reduced glutathione (GSH), thereby neutralizing the source of oxidative stress[23, 24]. Polymorphisms in GST genes are common, and studies reviewed by Zanobetti et al. suggest that these polymorphisms may impact susceptibility to PM2.5-induced changes in autonomic control of the heart. Specifically, elderly male subjects with the GSTM1-null genotype (i.e. non-functional genotype) displayed decreased high-frequency heart rate variability (HRV) with increased ambient PM2.5 but this association was not observed among subjects with the functional allele. Interestingly, this study also reported that statin use (a lipid lowering drug with anti-oxidant activity) among GSTM1-null subjects eliminated the association between PM2.5 and HRV. In an extended follow-up of the same population, Chahine et al. reported similar findings with respect to GSTM1, HRV, and PM2.5 and also reported that polymorphisms in the HMOX-1 promoter modified the effect of PM2.5 on HRV. However, tests for interaction between PM2.5 and gene polymorphisms were not statistically significant for GSTM1 (0.12 ≤ p ≤ 0.15) or HMOX-1 (0.06 ≤ p ≤ 0.11). HMOX-1 is an inducible enzyme that is produced as part of cellular oxidative stress defence, and Chahine et al. reported that ambient PM2.5 was inversely associated with HRV among subjects with a high number of GT repeats in the HMOX-1 promoter region (a gene variant known to decrease HMOX-1 expression) but not among subjects with short repeats. In addition, statistically significant (0.008 ≤ p ≤ 0.04) three-way interactions were reported between PM2.5, HMOX-1, and GSTM1 with the strongest inverse associations between PM2.5 and HRV observed among subjects who had both the GSTM1 null genotype and long GT repeats in the HMOX-1 promoter. In a more recent study, Madrigano et al. examined the potential impact of anti-oxidant gene polymorphisms (GSTM1, HMOX-1, HFE) on the relationship between PM2.5 and serum concentrations of soluble adhesion molecules involved in endothelial dysfunction (soluble intercellular adhesion molecule, sICAM-1; soluble vascular cell adhesion molecule, sVCAM-1). Ambient PM2.5 concentrations were not associated with changes in sICAM-1 or sVCAM-1 and evidence of effect modification was not observed for these outcomes (interaction p-value not reported).
Park et al. also examined gene-environmental interactions with respect to ambient PM2.5 and HRV but focused on polymorphisms in the HFE gene. The protein product of the HFE gene participates in iron uptake into cells, thereby reducing its ability to participate in Fenton reactions that generate reactive oxygen species[3, 26]. Two functional polymorphisms in the HFE gene are known to increase iron uptake and Park et al. reported that ambient PM2.5 was inversely associated with high-frequency HRV among subjects with the wild type HFE gene but not among those with either of the two gene variants (interaction p-value = 0.02). Moreover, Ren et al. reported that HFE gene variants also modified the association between ambient PM2.5 and total plasma homocysteine levels with a positive association observed among carries of the wild-type HFE gene and an inverse non-statistically significant association observed for carriers of the variant gene (interaction p-value < 0.05). Total plasma homocysteine levels are a maker of systemic oxidative stress and are independent predictors of cardiovascular morbidity[28, 29]. In addition, Ren et al. also reported evidence of effect modification for a polymorphism in the catalase (CAT-rs2300181) gene whereby PM2.5 was positively associated with plasma homocysteine in carriers of the variant gene but not in carriers of the wild-type gene (interaction p-value < 0.05). Catalase is an anti-oxidant enzyme that converts hydrogen peroxide to water and oxygen and polymorphisms in this gene are thought to decrease gene transcription and thus decrease anti-oxidant capacity.
Respiratory health effects
Minelli et al. recently reviewed a number of studies examining interactions between anti-oxidant genes and air pollution exposures with respect to respiratory function and airway disease. However, of the seventeen studies reviewed, only three included measures of ambient PM2.5[32–34] and two of these studies[32, 34] did not examine the impact of PM2.5 exposure on respiratory effects according to genotype; instead, genotype was treated as a covariate in the analysis. Specifically, Hong et al. examined the relationship between ambient PM2.5 and lung function in a panel of Korean school children and reported that a 1-day lag in PM2.5 levels were associated with decreased daily mean peak expiratory flow rate (−0.54 L/min per 1 μg/m3, p < 0.01); adjusting for polymorphisms in GSTM1 or GSTT1 genes (null versus present) did not substantially change this association. Islam et al. examined asthma incidence among school children in southern California and reported increased risk among carriers of the GSTM1-null allele (Hazard Ratio (HR): 1.61, 95% CI: 1.2, 2.2) and decreased asthma risk among carriers of the Valine105 allele for GSTT1 (HR: 0.60, 95% CI: 0.4, 0.8). A second polymorphism in the GSTT1 gene that decreases anti-oxidant activity was also associated with increased asthma risk (HR: 1.40, 95% CI: 1.1, 1.9); adjusting for ambient PM2.5 did not change effect estimates for gene variants but associations for PM2.5 were not reported. Finally, the third study did not present data for PM2.5 but only mentioned that significant interactions were not observed between non-ozone pollutants (including PM2.5) and polymorphisms in the HMOX-1 gene with respect to asthma incidence during adolescence.
One additional study was identified that examined gene-environment interactions with respect to PM2.5 and respiratory morbidity since the review by Minelli et al.. Specifically, Breton et al. examined whether polymorphisms in genes involved in glutathione (GSH) synthesis modify the impact of PM2.5 exposure on lung function growth in children (i.e. the increase in lung function over time). In particular, a polymorphism in glutathione synthetase (GSS) (the enzyme that catalyses the production of reduced glutathione required to respond to oxidative stress) was independently associated with decreased lung function growth among children. In addition, PM2.5 exposure was associated with greater decreases in lung function growth among children with the GSS-H0100000 variant than those with other variants (Table 1); however, tests for interaction were not statistically significant (0.44 ≤ p ≤ 0.70).
Few studies have specifically examined the impact of anti-oxidant supplementation on the cardiorespiratory effects of PM2.5 exposure. Romieu et al. examined the impact of omega-3 polyunsaturated fatty acid supplementation on the relationship between indoor PM2.5 and HRV among elderly nursing home residents in Mexico City. In this study, subjects were randomized to receive treatment with either fish oil (2 g/day) or soy oil (2 g/day) and were followed for six months (1-month before supplementation and 5-months after). Prior to supplementation, a 1-standard deviation change in indoor PM2.5 (8 μg/m3) was associated with statistically significant decreases in time and frequency domain measures of HRV in both groups. After supplementation, both supplements blunted the effect of same-day indoor PM2.5 on HRV but this effect was greatest for fish oil which contained a higher concentration of omega-3 fatty acids (Table 1). Tong et al. reported similar findings with respect to fish oil supplementation and HRV among elderly adults in a more recent study of controlled exposure to concentrated ambient particles but they did not present findings for PM2.5 specifically.
PM oxidative stress potential
Studies examining the potential health effects of ambient PM2.5 oxidative burden were not identified, but two recent studies examined the health impacts of ambient PM10 oxidative burden (Table 2). Specifically, Tonne et al. examined the relationship between ambient PM10 oxidative burden and carotid intima-media thickness, a measure of subclinical atherosclerosis. Most participants were Caucasian men and PM10 and PM10 oxidative burden were estimated at the center of each participant’s postal code using geostatistical models. The primary exposure variable was PM10 weighted by oxidative burden averaged during the 52 weeks prior to assessment of intima-media thickness. This study measured PM oxidative burden as the ability of PM extracts to deplete antioxidants from a simulated respiratory tract lining fluid model (RTLF). This chemical model included a composite solution of the three major water soluble antioxidants (glutathione, urate, and ascorbate) at physiological concentrations which serve as the first line of protective defence in the airway against the oxidative activity of PM. This assay measures the intrinsic oxidative potential of PM and does not capture oxidative stress caused by cellular activation; therefore, it underestimates the total oxidative burden of PM. In this study, an interquartile change in PM10 weighted by oxidative burden was associated with a 1.2% (95% CI: 0.2, 2.2) increase in intima-media thickness; however, a stronger relationship was observed for PM10 mass concentration measurements (5% increase, 95% CI: 1.9, 8.3).
Strak et al. used the same assay to evaluate the acute respiratory health effects of PM10 oxidative burden in a panel of healthy adult volunteers. Subjects were exposed to ambient air pollution at five different locations including two traffic sites, an urban background location, an underground train station, and a farm, and detailed air pollution measurements were collected during 5-hour exposures at each site. In this study, PM2.5, PM10, and PM10 oxidative burden (measured as the ability of filter extracts to deplete reduced glutathione and ascorbate) did not have an important impact on acute changes in exhaled NO or lung function; however, significant relationships were reported for ultrafine particles and NO2/NOx.
In total, seven studies were identified that specifically examined the impact of polymorphisms in anti-oxidant genes or anti-oxidant supplementation on PM2.5 induced cardiorespiratory morbidity. Two additional studies were identified that examined the impact of PM10 oxidative burden on cardiorespiratory morbidity; however, studies of PM2.5 oxidative burden were not identified. In general, studies to date have primarily examined the impact of polymorphisms in anti-oxidant genes, anti-oxidant supplementation, or PM oxidative potential on the acute cardiorespiratory health effects of PM2.5 exposure (48 hours to 7 days) with only one study examining effect modification over longer time-periods.
Of the six studies that examined the impact of anti-oxidant gene polymorphisms on PM2.5 induced cardiorespiratory morbidity, three examined heart rate variability as the primary outcome, one examined serum concentrations of soluble adhesion molecules involved in endothelial dysfunction, and one examined total plasma homocysteine. In general, stronger inverse associations were observed between PM2.5 and HRV among subjects with genetic polymorphisms that impaired oxidant defence; however, all of these studies were conducted in the same population of elderly Caucasian men and it is not clear if these findings are generalizable to other populations. Nevertheless, a recent meta-analysis generally supports an inverse relationship between PM2.5 and HRV suggesting worse cardiovascular prognosis with increased exposure. It is difficult to gage the consistency of other findings as evidence is limited to single studies for the remaining outcomes. Nevertheless, findings from a double-blind trial of dietary anti-oxidant supplementation support the role of oxidative stress in PM2.5-induced changes in HRV as anti-oxidant supplementation was found to reduce inverse associations between PM2.5 and both time and frequency-domain measures of HRV. In addition, a polymorphism in the enzyme needed to produce reduced glutathione (important for oxidant defence) was found to modify the impact of PM2.5 exposure on lung function growth among children, although tests for interaction were not statistically significant. Therefore, although the number of studies is limited, existing evidence is consistent with a potential modifying role of oxidant defence in PM2.5 induced cardiorespiratory morbidity. As a result, an exposure measure that captures the ability of PM2.5 to cause oxidative stress may offer advantages over traditional mass concentration measurements. However, as outlined below, sufficient evidence is not yet available to determine the precise form that such a metric may take.
Conceptually, PM oxidative burden is an appealing exposure metric for epidemiological analysis as it aims to capture the ability of PM to modify a biological process known to contribute to adverse cardiorespiratory health effects. However, identifying the most important predictors of this measure may not be a straightforward process as some authors have reported heterogeneous associations between PM2.5 components and oxidative capacity. While the studies reviewed suggest that oxidant defence may impact susceptibility to PM-induced cardiorespiratory morbidity, few epidemiological studies have specifically examined PM oxidative burden. As a result, little evidence is available to gauge the potential role of this metric in ambient air quality management. Specifically, studies of PM2.5 oxidative burden were not identified and only two studies examined the association between PM10 oxidative burden and cardiorespiratory morbidity; neither reported strong associations. However, the first of these studies relied on statistical models to estimate PM10 oxidative burden and the authors reported that the performance of this model was lower (R2 = 0.47) than the model for PM10 (R2 = 0.83) in cross validation studies. Therefore, increased exposure measurement error may have attenuated effect estimates for the association between PM10 oxidative burden and carotid intima-media thickness to a larger extent than those for PM10 mass concentration. Nevertheless, the second study monitored PM10 oxidative potential exposures directly but did not observe a meaningful association between this measure and acute changes in exhaled NO or lung function in healthy adults. As a number of methods are available to evaluate PM oxidative burden, one explanation for the null findings above may be that the particular assay used did not adequately reflect the true “biological” oxidative potential of the particles monitored. Indeed, the method employed in these studies relies on an acellular assay of simulated respiratory tract lining fluid containing antioxidants known to be present in the lung: glutathione and ascorbate. As the authors acknowledge, this assay does not reflect total oxidative burden which requires cell/tissue interactions with particles, only the inherent ability of particles to deplete antioxidants present in the respiratory tract lining fluid. Nevertheless, oxidative potential measures from this assay have been shown to vary with proximity to important sources of air pollution such as traffic[9, 10] and further evaluation of an expanded set of health outcomes with both acute and chronic exposure intervals are required before the validity of this measure can be fairly assessed. Likewise, other measures of PM oxidative burden should also be explored in future epidemiological analysis of air pollution health effects in order to identify those that most reliably predict integrated particle toxicity and consider multiple determinants (e.g. transition metals, polycyclic aromatic hydrocarbons) of oxidant capacity. Indeed, if identified such measures may offer additional methods of communicating regional differences in air quality and potentially move us beyond the assumption that PM mass concentrations pose equal health risks regardless of sources and/or composition in a given area.
In general, existing evidence suggests that altered oxidant defence may have a meaningful impact on PM2.5 health effects, particularly for HRV (a measure of autonomic function) which was the most common outcome examined in the studies reviewed. Nevertheless, relatively few studies have specifically examined the impact of oxidant defence on associations between ambient PM2.5 and cardiorespiratory morbidity and little is known about the association between PM-oxidative potential and adverse health outcomes. In addition, evidence to date is largely limited to a population of elderly Caucasian men and further evaluation of effect modification by polymorphisms in anti-oxidant genes or dietary anti-oxidants is warranted as these factors may play an important role in determining population susceptibilities to PM-induced health effects. Moving forward, further effort is required in evaluating how PM-oxidative burden may be incorporated in ambient air quality management. This will include evaluation of multiple metrics as well as their use in epidemiological studies of both the chronic and acute health effects of particulate air pollution. If identified, a reliable and valid measure of integrated particle toxicity would offer an additional means of communicating regional differences in air quality and may allow regulators to directly target specific determinants of particle toxicity.
Heart rate variability
Normative Aging Study
NAD(P)H dehydrogenase [quinine] 1
Percentage of normal RR intervals differing by more than 50 ms
Fine particulate matter (aerodynamic diameter less than 2.5 μm)
Particulate matter with aerodynamic diameter less than 10 μm
Root mean square of the sum of square differences between adjacent intervals
Standard deviation of normal to normal intervals
Soluble intercellular adhesion molecule
Soluble vascular adhesion molecule.
Brook R, Rajagopalan S, Pope A, Brook JR, Bhatnagar A, Diez-Roux AV, Holguin F, Hong Y, Luepker RV, Mittleman MA, Peters A, Siscovick D, Smith SC, Whitsel L, Kaufman J: Particulate matter air pollution and cardiovascular disease: an update to the scientific statement from the American Heart Association. Circulation. 2010, 12: 2331-2378.
Kappos AD, Bruckmann P, Eikmann T, Englert N, Heinrich U, Höppe P, Koch E, Krause GHM, Kreyling WG, Rauchfuss K, Rombout P, Schulz-Klemp V, Theil WR, Wichmann HE: Health effects of particles in ambient air. Int J Hyg Environ Health. 2004, 207: 399-407. 10.1078/1438-4639-00306.
Li N, Hao M, Phalen RF, Hinds WC, Nel AE: Particulate air pollutants and asthma: a paradigm for the role of oxidative stress in PM-induced adverse health effects. Clin Immunol. 2003, 109: 250-265. 10.1016/j.clim.2003.08.006.
Araujo JA, Nel AE: Particulate matter and atherosclerosis: role of particle size, composition and oxidative stress. Part Fibre Toxicol. 2009, 6: 24-10.1186/1743-8977-6-24.
Ghio AJ, Carraway MS, Madden MC: Composition of air pollution particles and oxidative stress in cells, tissues, and living systems. J Toxicol Environ Health Part B. 2012, 15: 1-21. 10.1080/10937404.2012.632359.
Ayres JG, Borm P, Cassee FR, Castranova V, Donaldson K, Ghio A, Harrison RM, Hider R, Kelly F, Kooter IM, Marano F, Maynard RL, Mudway I, Nel A, Sioutas C, Smith S, Baeza-Squiban A, Cho A, Duggan S, Froines J: Evaluating the toxicity of airborne particulate matter and nanoparticles by measuring oxidative potential- a workshop report and consensus statement. Inhal Toxicol. 2008, 20: 75-99. 10.1080/08958370701665517.
Boogaard H, Janssen NAH, Fischer PH, Kos GPA, Weijers EP, Cassee FR, van der Zee SC, de Hartog JJ, Brunekreef B, Hoek G: Contrasts in oxidative potential and other particulate matter characteristics collected near major streets and background locations. Environ Health Perspect. 2012, 120: 185-191.
Borm PJA, Kelly F, Künzli N, Schins RPF, Donaldson K: Oxidant generation by particulate matter: from biologically effective dose to a promising, novel metric. Occup Environ Med. 2007, 64: 73-74.
Godri KJ, Duggan ST, Fuller GW, Baker T, Green D, Kelly FJ, Mudway IS: Particulate matter oxidative potential from waste transfer station activity. Environ Health Perspect. 2010, 118: 493-498.
Kelly F, Anderson HR, Armstrong B, Atkinson R, Barratt B, Beevers S, Derwent D, Green D, Mudway I, Wilkinson P: Part 2. Analysis of the oxidative potential of particulate matter. In: The Impact of the Congestion Charging Scheme on Air Quality in London. 2011, Boston, MA: Research Report 155. Health Effects Institute
Breton CV, Salam MT, Vora H, Gauderman WJ, Gilliland FD: Genetic variation in the glutathione synthesis pathway, air pollution, and children’s lung function growth. Am J Respir Crit Care Med. 2011, 183: 243-248. 10.1164/rccm.201006-0849OC.
Romieu I, Tellez-Rojo MM, Lazo M, Manzano-Patino A, Cortez-Lugo M, Julien P, Belanger MC, Hernandez-Avila M, Holguin F: Omega-3 fatty acid prevents heart rate variability reductions associated with particulate matter. Am J Respir Crit Care Med. 2005, 172: 1534-1540. 10.1164/rccm.200503-372OC.
Tong H, Rappold AG, Diaz-Sanchez D, Steck SE, Berntsen J, Cascio WE, Devlin RB, Samet JM: Omega-3 fatty acid supplementation appears to attenuate particulate air pollution-induced cardiac effects and lipid changes in healthy middle-aged adults. Environ Health Perspect. 2012, 120: 952-957. 10.1289/ehp.1104472.
Tonne C, Yanosky JD, Beevers S, Wilkinson P, Kelly FJ: PM mass concentration and PM oxidative potential in relation to carotid intima-media thickness. Epidemiol. 2012, 23: 486-494. 10.1097/EDE.0b013e31824e613e.
Strak M, Janssen NAH, Godri KJ, Gosens I, Mudway IS, Cassee FR, Lebret E, Kelly FJ, Harrison RM, Brunekreef B, Steenhof M, Hoek G: Respiratory health effects of airborne particulate matter: the role of particle size, composition, and oxidative potential-The RAPTES project. Environ Health Perspect. 2012, 120: 1183-1189. 10.1289/ehp.1104389.
Schwartz J, Park SK, O’Neill MS, Vokonas PS, Sparrow D, Weiss S, Kelsey K: Glutathione-S-Transferase M1, obesity, statins, and autonomic effects of particles. Am J Respir Crit Care Med. 2005, 172: 1529-1533. 10.1164/rccm.200412-1698OC.
Park SK, O’Neil MS, Wright RO, Hu H, Vokonas PS, Sparrow D, Suh H, Schwartz J: HFE genotype, particulate air pollution, and heart rate variability: a gene environment interaction. Circulation. 2006, 114: 2798-2805. 10.1161/CIRCULATIONAHA.106.643197.
Chahine T, Baccarelli A, Litonjua A, Wright RO, Suh H, Gold DR, Sparrow D, Vokonas P, Schwartz J: Particulate air pollution, oxidative stress genes, and heart rate variability in an elderly cohort. Environ Health Perspect. 2007, 115: 1617-1622. 10.1289/ehp.10318.
Madrigano J, Baccarelli A, Wright RO, Suh H, Sparrow D, Vokanas PS, Schwartz J: Air pollution, obesity, genes and cellular adhesion molecules. Occup Environ Med. 2010, 67: 312-317. 10.1136/oem.2009.046193.
Ren C, Park SK, Vokonas PS, Sparrow D, Wilker E, Baccarelli A, Suh HH, Tucker KL, Wright RO, Schwartz J: Air pollution and homocysteine. More evidence that oxidative stress-related genes modify effects of particulate air pollution. Epidemiol. 2010, 21: 198-206. 10.1097/EDE.0b013e3181cc8bfc.
Zanobetti A, Baccarelli A, Schwartz J: Gene-air pollution interaction and cardiovascular disease: a review. Prog Cardiovasc Dis. 2011, 53: 344-352. 10.1016/j.pcad.2011.01.001.
Bell B, Rose C, Damon A: The normative aging study: an interdisciplinary and longitudinal study of health and aging. Int J Aging Hum Dev. 1972, 3: 4-17.
Hayes JD, McLellan LI: Glutathione and glutathione-dependent enzymes represent a co-ordinately regulated defence against oxidative stress. Free Rad Res. 1999, 31: 273-300. 10.1080/10715769900300851.
Wu W, Peden D, Diaz-Sanchez D: Role of GSTM1 in resistance to lung inflammation. Free Rad Biol Med. 2012, 53: 721-729. 10.1016/j.freeradbiomed.2012.05.037.
Wu ML, Ho YC, Lin CY, Yet SF: Heme oxygenase-1 in inflammation and cardiovascular disease. Am J Cardiovasc Die. 2011, 1: 150-158.
Ghio AJ, Cohen MD: Disruption of iron homeostasis as a mechanism of biologic effect by ambient air pollution particles. Inhal Toxicol. 2005, 17: 709-716. 10.1080/08958370500224482.
Hoffman M: Hypothesis: hyperhomocysteinemia is an indicator of oxidant stress. Med Hypotheses. 2011, 77: 1088-1093. 10.1016/j.mehy.2011.09.009.
Hankey G, Eikelboom JW: Homocysteine and vascular disease. Lancet. 1999, 354: 407-413. 10.1016/S0140-6736(98)11058-9.
Stampfer MJ, Malinow MR, Willett WC, Newcomer LM, Upson B, Ullmann D, Tishler PV, Hennekens CH: A prospective study of plasma homocysteine and risk of myocardial infarction in US physicians. J Am Med Assoc. 1992, 268: 877-881. 10.1001/jama.1992.03490070059042.
Forsberg L, Lyrenas L, Faire U, Morgenstern R: A common functional C-T substitution polymorphism in the promoter region of the human catalase gene influences transcription factor binding, reporter gene transcription and is correlated to blood catalase levels. Free Rad Biol Med. 2001, 30: 500-505. 10.1016/S0891-5849(00)00487-1.
Minelli C, Wei I, Sagoo G, Jarvis D, Shaheen S, Burney P: Interactive effects of antioxidant genes and air pollution on respiratory function and airway disease: a HuGE review. Am J Epidemiol. 2011, 173: 603-620. 10.1093/aje/kwq403.
Hong YC, Hwang SS, Kim JH, Lee KH, Lee JH, Lee KH, Yu SD, Kim DS: Metals in particulate pollutants affect peak expiratory flow of schoolchildren. Environ Health Perspect. 2007, 115: 430-434.
Islam T, McConnell R, Gaudderman WJ, Avol E, Peters JM, Gillard FD: Ozone, oxidant defence genes, and risk of asthma during adolescence. Am J Respir Crit Care Med. 2008, 177: 388-395. 10.1164/rccm.200706-863OC.
Islam T, Berhane K, McConnell R, Gauderman WJ, Avol E, Peters JM, Gilliland FD: Glutathione-S-transferase (GST) P1, GSTM1, exercise, ozone and asthma incidence in school children. Thorax. 2009, 64: 197-202. 10.1136/thx.2008.099366.
Godri KJ, Green DC, Fuller GW, Dall’osto M, Beddows DC, Kelly FJ, Harrison RM, Mudway IS: Particulate oxidative burden associated with Firework activity. Environ Sci Technol. 2010, 44: 8295-8301. 10.1021/es1016284.
Pieters N, Plusquin M, Cox B, Kicinski M, Vangronsveld J, Nawrot TS: An epidemiological appraisal of the association between heart rate variability and particulate air pollution: a meta-analysis. Heart. 2012, 98: 1127-1135. 10.1136/heartjnl-2011-301505.
Nawrot TS, Kuenzli N, Sunyer J, Shi T, Moreno T, Viana M, Heinrich J, Forsberg B, Kelly FJ, Sughis M, Nemery B, Borm P: Oxidative properties of ambient PM2.5 and elemental composition: Heterogeneous associations in 19 European cities. Atmos Environ. 2009, 43: 4595-4602. 10.1016/j.atmosenv.2009.06.010.
The authors would like to acknowledge Dr. Robert Dales and Dr. David Stieb for reviewing the manuscript and providing helpful comments prior to publication.
The authors declare that they have no competing interests.
SW was the lead author of the manuscript. KGP and PV provided many helpful improvements to the first draft of the paper and assisted in writing the final version. All authors read and approved the final manuscript.