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Int. J. Mol. Sci. 2013, 14(12), 23471-23491; doi:10.3390/ijms141223471
Published: 28 November 2013
Abstract: Mexico City Metropolitan Area children and young adults exposed to high concentrations of air pollutants including fine and ultrafine particulate matter (PM) vs. clean air controls, exhibit myocardial inflammation and inflammasome activation with a differential right and left ventricular expression of key inflammatory genes and inflammasomes. We investigated the mRNA expression levels of the prion protein gene PRNP, which plays an important role in the protection against oxidative stress and metal toxicity, and the glucose regulated protein 78, a key protein in endoplasmic reticulum (ER) stress signaling, in ventricular autopsy samples from 30 children and young adults age 19.97 ± 6.8 years with a lifetime of low (n:4) vs. high (n:26) air pollution exposures. Light microscopy and transmission electron microscopy studies were carried out in human ventricles, and electron microscopy studies were also done in 5 young, highly exposed Mexico City dogs. There was significant left ventricular PRNP and bi-ventricular GRP78 mRNA up-regulation in Mexico City young urbanites vs. controls. PRNP up-regulation in the left ventricle was significantly different from the right, p < 0.0001, and there was a strong left ventricular PRNP and GRP78 correlation (p = 0.0005). Marked abnormalities in capillary endothelial cells, numerous nanosized particles in myocardial ER and in abnormal mitochondria characterized the highly exposed ventricles. Early and sustained cardiac ER stress could result in detrimental irreversible consequences in urban children, and while highly complex systems maintain myocardial homeostasis, failure to compensate for chronic myocardial inflammation, oxidative and ER stress, and particles damaging myocardial organelles may prime the development of pathophysiological cardiovascular states in young urbanites. Nanosized PM could play a key cardiac myocyte toxicity role.
Air pollution is a significant health problem in megacities around the world. Short and long term exposures to particulate matter (PM) air pollution increase the risk for adverse clinical cardiovascular (CV) events as well as CV mortality [1–5]. Pulmonary and systemic oxidative stress and inflammation are critical intermediary pathways playing a role in the detrimental effects on the CV system in response to PM inhalation .
Metropolitan Mexico City residents are exposed year-round to air pollutant concentrations above the National Air Ambient Quality Standards (NAAQS) for the United States [6–8]. Concentrations above the standards for fine particulate matter (PM2.5) as well as significant levels of PM associated with lipopolysaccharides (PM-LPS) are present in Mexico City’s air, and marked regional differences in the air pollutants concentrations and composition have been reported within the Mexico City Metropolitan Area (MCMA) [9,10]. Well-established regional differences in air pollution between South and North MCMA have been assessed by our laboratory for differential health effects in mice exposed for 16 months to ambient air . Interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), and cluster designation antigen 14 (CD14) gene mRNA myocardial expression were up-regulated in mice exposed to South vs. North MCMA ; significant differences were attributed to the regional differences in ambient air PM-LPS concentration [9,12]. We recently investigated the expression of myocardial inflammatory genes in right and left ventricles of 21 children and young adults ages 18.5 ± 2.6 years, from South and North MCMA . A significant S vs. N right ventricle up-regulation of IL-1β (p = 0.008), TNF-α (p = 0.001), IL-10 (p = 0.001), and CD14 (p = 0.002), and a left ventricle difference in TNF-α (p = 0.007), and IL-10 (p = 0.02) were observed. South MCMA right ventricles had significant up-regulation of NLRC1, NLRC3 and of 29/84 inflammasome genes, including NOD factors and caspases . We concluded residency within MCMA likely influences the differential expression of key inflammatory myocardial genes and inflammasomes in young urbanites.
The normal cellular isoform of the prion protein (PrPC) is encoded by the PRNP gene, the product is a conserved glycosylphosphatidylinositol-anchored cell surface protein expressed by neurons and other cells . PrPC is widely distributed in the central nervous system (CNS) and in diverse extra CNS tissues including the myocardium . PrPC has antioxidant properties [16,17] and in solution acts as a radical scavenger, an essential property for protection of astrocytes against oxidative stress . In the context of chronic prion brain infections, prion propagation exacerbates an apoptotic pathway: mitochondrial dysfunction follows mis-localisation of SOD2 to cytosolic caspases, allowing its degradation. The end result is the marked decrease in the cellular capacity to maintain oxidative homeostasis resulting in cell death . PrP also plays a key role in copper metabolism  and has functional importance in the protection against oxidative stress and metal toxicity .
We are particularly interested in the role that myocardial PrPC may play against oxidative stress and hence cardioprotection [22–25]. Growing evidence indicates that PrPC modulates ion channels, intracellular signaling pathways, and has a role in the contractile function of skeletal and smooth muscles [26–30]. The impact of particulate matter on endoplasmic reticulum stress (ERS), the ERS in the heart, and the relationship between the PrPC up-regulation and the ER stress marker Glucose regulated protein 78 (GRP78), also called immunoglobulin heavy chain binding protein (BiP) [31–37], are at the core of our interest.
The first aim of this study was to evaluate the left and right ventricular differences in mRNA expression of PrPC and GRP78/BiP between control subjects with a lifetime exposure to low concentrations of air pollutants vs. residents in a highly polluted megacity. The second aim was to establish if there are differences in the levels of expression of the selected genes between the left and right ventricles. Our third aim was based on the current ER literature [31–38]. ER stress is a key player in the up-regulation of PrPC, thus, in order to define ER stress in our samples, we combined the mRNA expression of our selected reticulum stress marker, the molecular chaperone GRP78/BiP with optimal electron microscopic investigation of ER in young dogs exposed to the same high concentrations of particulate matter as the MCMA children and young adults included in this study.
Our results identify PrPC and GRP78 ventricular up-regulation in highly exposed young urbanites and a significant differential ventricular response to their megacity exposures. The presence of nanosized particles in the endoplasmic reticulum and mitochondria suggests that nanosized PM is a key player in the myocardial damage and the ERS seen in young urbanites. The critical function of the heart as a pump is associated with the need to maintain efficient cardiac function under both physiological and pathological conditions . Homeostatic conditions are associated with a balance between ER protein folding capacity and demand, while under intense ERS signaling processes the targeted cell will go toward apoptotic cell death and thus, the ERS responses become a maladaptive process . Highly complex systems maintain myocardial homeostasis; failure to compensate for chronic myocardial inflammation, oxidative and ERS and particles damaging critical myocardial organelles may prime the development of pathophysiological cardiovascular states in children and young adults residing in polluted environments.
2.1. Study City and Air Quality
Mexico City is an example of extreme urban growth and accompanying environmental pollution [6–10]. The metropolitan area of over 2000 km2 lies in an elevated basin 2240 m above sea level surrounded on three sides by mountain ridges. Mexico City’s nearly 20 million inhabitants, over 40,000 industries, and 4 million vehicles consume more than 40 million liters of petroleum fuels per day, producing an estimated annual emission of 2.6 t of particulate and gaseous air pollutants . Mexico City’s metropolitan area motor vehicles produce abundant amounts of primary fine PM, elemental carbon, particle-bound polycyclic aromatic hydrocarbons, carbon monoxide, and a wide range of air toxins, including formaldehyde, acetaldehyde, benzene, toluene, and xylenes [41–43]. The high altitude and tropical climate facilitate ozone production all year and contribute to the formation of fine secondary particulate matter. Air quality is worse in the winter, when rain is less common and thermal inversions are more frequent. Selection of subjects from southern Mexico City vs. northern Mexico City was made based on the significant differences between outdoor environments in “northern-industrialized” zones in comparison with “southern-residential” zones, which illustrate the contribution from the industry in the north [7,10,42]. Southern Mexico City residents have been exposed to significant concentrations of ozone, secondary tracers (NO3−) and PM-LPS, while northern Mexico City residents have been exposed to higher concentrations of volatile organic compounds (VOCs), PM2.5, and its constituents: organic and elemental carbon including polycyclic aromatic hydrocarbons, secondary inorganic aerosols (SO42−, NO3−, NH4+), and metals (Zn, Cu, Pb, Ti, Mn, Sn, V, Ba) [7,8,10,42]. Recent studies on the composition of PM2.5 with regards to sites and samples collected in 1997 show that composition has not changed during the last decade .
Air Quality Data
Mexico City residents are exposed year-round to PM2.5 and ozone concentrations above United States’ National Air Ambient Quality Standards (NAAQS). The PM2.5 annual air quality standard of 12 μg/m3 has been historically exceeded across the metropolitan area, including the selected target areas (Table 1). In the selected period between 1997 and 2012 significantly higher levels of fine PM were observed in the North vs. South due mostly to industry and heavy truck traffic (p < 0.0001). During the dry season extending from November to May, PM2.5 levels as high as ~90 μg/m3 are common in the northern location.
2.2. Human Heart Histopathology
An average of 6 sections were stained and examined for each block, including hematoxylin-eosin and toluidine blue. Control hearts exhibited mild variation in nuclear size and blood vessels were unremarkable (Figure 1A,B). Mild to moderate variation in nuclear size in myocardial fibers (Figure 1C) were seen in Mexico City teens and young adults. Immunostaining for metallothionein show a diffuse pale staining in myocardial fibers of control subjects (Figure 1B), while exposed teens displayed stronger myocardial immunoreactivity, also involving endothelial and smooth muscle cells in arteriolar vessels (Figure 1D). Mast cell degranulation and mast cells with condensation of nuclear chromatin into sharply delineated masses that become marginated against the nuclear membranes were seen in the interstitial spaces in both right and left ventricles of highly exposed subjects (Figure 1E). Small sub-epicardial arterioles display thick walls in Mexico City young adults (Figure 1G). Intact mast cells, unremarkable blood vessels and no inflammatory myocardial or peri-vascular infiltrates were seen in low exposure subjects (Figure 1F,H).
2.3. Electron Microscopic Findings in Mexico City Dogs and Teens
In contrast to human autopsy specimens, optimally fixed dog hearts permitted better assessment of ultrastructural myocardial changes. The electron microscopy performed in dog tissues showed isolated myocardial endothelial cells with very dark cytoplasm, shrinkage, and partial detachment from the vessel lumen (Figure 2A). These abnormal endothelial cells showed a significant number of cytoplasmic nanosized particles. Single particles measured 14 nm and conglomerates measured 28 and 55 nm. Some capillaries had membranous luminal fragmented material (Figure 2B). Small arterioles exhibited endothelial cells with numerous cytoplasmic intraluminal extensions and at higher magnification clusters of nanosized particles on average 28 nm were seen in association with increased pinocytic activity (Figure 2D). A normal capillary in a low pollution dog is seen in Figure 2E.
Marked abnormalities in mitochondrial morphology were seen in highly exposed dogs. Unlike control samples where the mitochondrial cristae are closely packed, uniform and linear (Figure 3A) , exposed dogs had fragmented or missing cristae (Figure 3B), with intra-mitochondrial lucent areas (Figure 3C) and an increase in fusion of multiple mitochondria producing giant mitochondria (Figure 3D). Numerous nanosized particles were observed attached to the abnormal cristae or in the midst of the electron lucent matrix (Figure 3D,E).
The endoplasmic reticulum (ER), a network of membranes responsible for secreted and membrane protein synthesis, protein processing, protein folding and lipid biosynthesis is a highly dynamic organelle with physical connection with mitochondria in cardiac myocytes [34,44]. The myocardial ER in Mexico City dogs showed the presence of nanosized particles in both left and right ventricles (Figure 4).
Although the electron microscopic material obtained from human autopsies was not optimal, we were able to identify nano particles in luminal erythrocytes in myocardial capillaries (Figure 5).
2.4. Real-Time PCR Analysis of Target Genes
Real-time PCR analysis of PrPC and GRP78/BiP in the heart samples indicated that the corresponding mRNA was present in each of the samples analyzed. The initial analysis included the relative quantization of gene expression controls vs. the Mexico City cases performed by the 2−ΔΔC(T) method including the quantification of the ΔΔCT and the fold change calculation (>2) according to the formula 2 ΔCT (high pollution) – ΔCT (low pollution). The difference in the cycle threshold (ΔCT) value was derived by subtracting the CT value for GAPDH which served as the internal gene control, from the CT value for BiP and PrPC. Once you have the Fold Change Calculation, the statistics are done taking into account fold changed values between controls and exposed subjects. Only gene expression values (≥2 fold controls vs. exposed) are considered significant. The mean fold increase in the expression of the selected markers PrPC and BiP ranged from 0.72 to 6.8 compared to controls (Table 2). The p values of the PrPC and BiP expression in left and right ventricles exposed vs. controls are seen in Table 2. PrPC expression in the left ventricle of Mexico City residents is significantly different from controls (p = 0.006), while there is no difference on the right ventricle (p = 0.1360). For BiP, both right and left ventricles in exposed subjects are significantly different from controls. When we analyzed the left vs. right ventricle up-regulation PrPC in Mexico City subjects, the left ventricle was significantly different from the right, p < 0.0001, while the expression of BiP did not show any significant differences between R and L ventricles (p = 0.1189).
The significance of the correlations between the PrPC and BiP/GRP78 values in right and left ventricles is shown in Table 3.
We next separated residents in the North vs. South MCMA (Table 4). We used two-sample t-test and Wilcoxon rank sum test to explore the differences in the expression of PrPC and BiP/GRP78 in the left and right ventricles based in Mexico City residency.
Finally, our analysis of the children cohort revealed no differences in gene expression between children regardless of area of residency (Table 5).
Metropolitan Mexico City children and young adults exposed year round to high concentrations of air pollutants including fine particulate matter have significant mRNA upregulation of left ventricular PRNP prion protein gene and biventricular glucose regulated protein GRP78/BiP, when compared to low pollution controls. We found significant differences among exposed urbanites in the expression of PrPC in left vs. right ventricles, the left ventricle showing a striking PrPC up-regulation (p < 0.0001) and a strong positive correlation with GRP78/BiP (p = 0.0005).
The significant PrPC left ventricular up-regulation is a key finding in highly exposed young urbanites given the multiple pathways impacted by the cellular form of PrP [22–25,31,38]. The antioxidant and metal interaction properties attributed to the PrPC are particularly crucial in this scenario [16–23,25,26,31,38,45–51]. The critical relevance of the protective role of PrPC has been discussed in the context of acute stroke and the pathogenesis of prion diseases [45–51]. Conversion of PrPC to the pathogenic isoform PrPSc increases the vulnerability to oxidative insults and is a key downstream mediator of cellular stress-induced neuronal apoptosis [46,49,51]. Up-regulation of PrPC protects against environmental neurotoxic metals-induced oxidative stress and apoptotic cell death . In Déry et al., breast cancer work, mRNA levels of GRP78/BiP correlated with PrP transcript levels in breast cancer tissues and breast carcinoma cell lines . Endoplasmic reticulum stress was a positive regulator of PRNP gene transcription breast cancer cell lines . This work is very relevant to ours, given the demonstration that in breast tissues PrP delayed ER stress-induced cell death . Since the ER stress-mediated increase in PrP levels is associated with increased cellular survival in human breast cancers, the results are favorable to the cancer cells, but not to the patient . The implications of high PrPC in the ventricles of children and young adults with significant exposures to air pollutants could follow the route of the ER stress described upon exposure to nanoparticles and outlined in Christen and Fent work : either the cell can cope with the stress and restore normal cellular functions, or it will undergo apoptosis. Apoptosis is not a welcome response in myocardial tissues, particularly because there is significant ventricular inflammation and inflammasome activation in highly exposed young MCMA residents . It is plausible that the significant left vs. right ventricular PrPC up-regulation is indeed a protective mechanism to a critical pump ventricular chamber with marked differences in morphologic and contractile properties and in myocardial microcirculation vs. the right chamber [52,53]. Pro-inflammatory mediators, including TNF-α and IL-1β have been implicated in the pathogenesis of myocardial dysfunction and cardiomyocyte death in ischemia-reperfusion injury, sepsis, chronic heart failure, viral myocarditis, and cardiac allograft rejection [54–57]. TNF-α is strongly up-regulated in the left ventricle of South MCMA residents, alongside IL-10 , thus, the possibility of a compensatory PrPC left ventricular response in young ages when CV clinical effects are not yet present, would have to be entertained.
The endoplasmic reticulum is critical for proper cellular function and disruptions in ER are associated with a number of human diseases including CV pathology [32–37,39,58,59]. Given the critical myocardial function of ER as a major integration site of cell growth signaling and its association with the sarcoplasmic reticulum (SR), and their combined role in cardiac myocyte contraction, proper growth and metabolism, the need to maintain a healthy ER is imperative for proper myocardial function [32–35,39].
The issue of severe ER stress is very important in the context of PM exposures and nanosized particles [38,60–63]. Nanosized particles (<100 nm), pose a significant health risk through dermal, inhalation and oral routes . Fine (<2.5 μm) and ultrafine (<100 nm) PM exert detrimental effects by induction of oxidative stress, DNA damage and apoptosis, inflammation, endothelial damage, arterial vasoconstriction, alterations in mitochondrial and myofibrillar structure among others [60–63]. Diesel exhaust ultrafine PM and titanium dioxide nano PM can directly induce cardiac cell damage through the formation of ROS and alterations of the myofibrillar structure . The mitochondrial damage, ERS and cell damage with induction of apoptosis and necrosis are an intrinsic part of the ROS overproduction nano PM cytotoxicity [61–63]. Perturbations of calcium homeostasis are also the result of acute and chronic exposures to nanosized PM . The nanosized PM alteration in calcium signaling mechanisms [64,65] is undoubtedly of key myocardial importance in the air pollution scenario, as is the fact that positively charged, amine modified polystyrene nanoparticles exhibit cytotoxic effects upon cardiomyocyte membranes producing calcium ion disturbances and cell death . Of utmost relevance for highly exposed urbanites is the observation that these charged nano PM cause delayed depolarizations, reduction in conduction velocity and abnormal action potential duration in cultured neonatal rat cardiomyocytes . These experimental observations relate closely with our Holter observations of supraventricular arrhythmias and decreased cardiac vagal tone in MCMA clinically healthy children . Doroudgar and Glembotski  discussed an issue of paramount importance for megacity residents: calcium transfer from the ER to mitochondria (both abnormal and with nano PM in exposed MCMA residents) can regulate mitochondrial metabolic function in vivo [68–70]. The ERS can increase the extent of ER/mitochondria tethering [34,44], resulting in altered cellular and ER calcium dynamics that impact calcium cycling and could give rise to arrhythmias . To complicate matters further in urban children, we are repeatedly observing ventricular degranulated mast cells, providing a key pathway for alteration of autonomic neurotransmission  and in modulation of cardiac contractility and the likelihood of arrhythmias through both endothelin-1 and myocardial mast cell degranulation .
Although our previous human and mice work [11,13] showed a strong difference of expression of inflammatory genes and inflammasomes in North vs. South MCMA residents, the results of the selected genes in this study showed a uniform up-regulation regardless of residency within MCMA. The fact that the left ventricle exhibited striking ER and mitochondrial abnormalities likely relates to the left morphologic and contractile properties  and differences in myocardial circulation . These contractile and microcirculatory changes might contribute to the sharp differences between ventricular gene expression in subjects exposed to high levels of pollution.
Myocardial inflammation, up-regulation of several inflammasome components in order to assemble functional inflammasomes, and the central role of the NLR family as pathogen sensors and activators of inflammatory caspases and transcriptional regulation of immune response genes, including pro-inflammatory cytokines with detrimental cardiac effects, compounds the issue of the long-term impact of the innate immune altered responses, inflammation, ER stress and PrPC up-regulation upon the cardiovascular system of highly exposed young individuals [11,13,73–75].
Oxidative stress and chronic inflammation lead to an increase in cardiovascular disease risk [1–3]. Our findings in seemingly healthy children and young adults provide important mechanistic pathways to explain the higher risk of cardiovascular disease in susceptible urban populations. A prime example is the outcome of cardiac ischemic events in urban residents, whose results depend strongly not only on the intensity and duration of the ischemic stimulus but also on the myocardial intrinsic tolerance to ischemic injury, even in the absence of manifest cardiovascular disease . Thus, the concept of occult cardiotoxicity as described by Golomb et al.  should be taken into account in subjects with severe ER stress exposed to significant concentrations of air pollutants. A clear understanding of the adaptive and maladaptive ERS myocardial responses  is critical for cardioprotection of exposed individuals [11,13].
While recognizing that the study group is small, the endpoint results are nonetheless significantly different to warrant that residency likely plays a key factor in the myocardial PrPC and GRP78/BiP responses. Additional characterization of the myocardial protein PrPC and GRP78/BiP quantification and the full characterization of the particle-like material observed in myocardial fibers, blood vessels and red blood cells by energy filtered TEM  would have benefited these studies. This is important because combustion associated metals [10,38,49,51,65] are likely present in the ultrafine PM and could be responsible for the significant ER stress.
4. Experimental Section
4.1. Heart Samples
The IRB Committees of the involved institutions approved the study and the research protocol involving deceased individuals, while the Institutional Animal Care and Use Committee (IACUC) approved the canine study. Thirty clinically healthy, non-smoking, non-obese children and young adults who died suddenly, accidentally, and without chest or head trauma were included. Four subjects were residents of low polluted cities (1 F, 3 M), ages 14, 17, 20, 22, (18.25 ± 3.5 years), while 26 subjects (5 F, 21 M) were residents in MCMA (21.7 ± 10.17 years), including 11 residents in South Mexico City and 15 in NMC. Their major everyday activities, including work and school took place within 10 miles of their residency. Autopsies were performed 3.7 ± 1.7 h after death. Subjects had no pathological evidence of recent or long-term inflammatory processes or pathological findings such as myocardial infarction, valve pathology, coronary artery disease, ventricle or atrial dilatation or hypertrophy, large vessel gross abnormalities, chest trauma, cerebral ischemia, head injury, or stroke. Toxicological studies were negative and included drug alkaline and acid/neutral screen, amphetamines, benzodiazepines, cocaine/opiates, alcohol, volatiles and cannabinoids. All subjects were negative for the Asp299Gly TLR4 polymorphism. The mean age of the Southern Mexico City subjects was 23.91 ± 9.92 years (mean ± standard deviation (SD)) and 20.19 ± 10.38 years for the Northern Mexico City subjects (p = 0.38). Representative sections of the heart muscle including the left and right ventricles and the inter-ventricular septum were fixed in 10% neutral formaldehyde for 48 h and transferred to 70% alcohol for histopathology. Heart tissues were fixed in 2% paraformaldehyde and 2% glutaraldehyde in sodium phosphate buffer (0.1 M, pH 7.4) for electron microscopy. The remaining heart tissues were quickly frozen and stored at −80 °C and transmural sections of the left and right ventricular wall were selected for the RT-PCR studies.
Given the electron microscopy poor preservation of the human myocardial tissues, we selected to use myocardial optimally fixed electron microscopy tissues from 5 young dogs (<5 years) from an independent longitudinal study involving the use of Nimesulide® in mixed beagle dogs. The 5 selected dogs for this study were non-treated Mexico City dogs exposed 24/7 to the South MCMA atmosphere. Procedures used were in accordance with the guidelines of the Instituto Nacional de Pediatria (INP) on the Use and Care of Laboratory Animals. The INP provided full veterinary daily care of the dogs included in this study. Previously harvested dog myocardial tissues for electron microscopy were used for this study.
4.2. Light and Electron Microscopy
Paraffin sections 6 μm thick were cut and stained with hematoxylin and eosin (H&E, Sigma-Aldrich, St. Louis, MO, USA) and underwent immunohistochemistry for mouse anti-metallothionein E 9, 1:100 (DAKO Corporation M0639, Carpinteria, CA, USA). Two board-certified pathologists without access to the identification codes reviewed the sections.
4.3. Examination of Heart Samples by Transmission Electron Microscopy (TEM)
Heart ultrastructural changes were assessed by three experienced pathologists and two electron microscopists blind to the study group. Electron microscopy was performed in 8 human age-matched cases: 4 northern and 4 southern MCMA and in 5 southern MCMA dogs. Tissues were post-fixed in 1% osmium tetraoxide and embedded in Epon. Semi-thin sections (0.5 to 1 μm) were cut and stained with toluidine blue for light microscopic examination. Ultra-thin sections (60–90 nm) were cut and collected on slot grids previously covered with formvar membrane. Sections were stained with uranyl acetate and lead citrate, and examined with a JEM-1011 (JEOL, Osaka, Japan) microscope. Each electron micrograph was evaluated separately, and then compared by group.
4.4. Estimation of mRNA Abundance by RT-PCR
To determine the expression of mRNA from PrPC and BiP, total RNA was extracted from the heart samples using Trizol Reagent (InVitrogen Corp., Carlsbad, CA, USA). RNA integrity, concentration, and purity were determined by spectrophotometry using the NanoDrop ND-1000 (Nanodrop Corp., Wilmington, DE, USA), keeping only samples with the OD A260/A280 and the OD A260/A230 ratios close to 2.0. Small fragments of myocardium, while in ice, were homogenized in 1 mL of Trizol, and the tissue homogenate was centrifuged at 12,000× g for 15 min at a temperature of 4 °C. The primers were: PrPC forward: 5′-GTGCACGACTGCGTCAAT-3′, reverse: 5′-CCTTCCTCATCCCACTATCAGG-3′ sequences reported in the GenBank depository. The results were normalized using housekeeping gene GAPDH forward: 5′-ATGATCTTGAGGCTGTTG-3′, reverse: 5′-CTCAGACACCATGGGGAA-3′ . The primers for the human BiP were: forward: 5′-CGAGGAGGAGGACAAGAAGG-3′, reverse: 5′-CACCTTGAACGGCAAGAACT-3′ .
The PCR conditions were 1 cycle of 10 min at 95 °C, 40 cycles at 95 °C (30 s), 55 °C (60 s) and 72 °C (60 s), followed by one cycle at 55 °C and 95 °C (30 s). The difference in the cycle threshold (ΔCT) value was derived by subtracting the CT value for GAPDH which served as the internal control, from the CT value for BiP and PrPC. All reactions were run in duplicates using a Stratagene MX 3005P machine (Agilent Technologies, Inc, Santa Clara, CA, USA). Relative quantitation of gene expression was performed by the 2−ΔΔC(T) method described by Livak and Schmittgen , values for both genes were expressed as a several fold increase (>2) according to the formula 2 ΔCT (high pollution) – ΔCT (low pollution).
Statistical analyses were performed using the SAS statistical software 9.0 version (SAS, Cary, NC, USA). The student’s t test, the sign test and/or the Wilcoxon signed rank test were used to test whether there were significant differences in the expression of the selected genes. Pearson’s r statistic was carried out for transformed data, while Kendall’s tau was carried out for original data. Both tests were carried out to evaluate the correlation between the target genes ventricular expression, the residency and age effects. Significance was assumed at p < 0.05. Data are expressed as mean values ± SD.
4.6. Air Pollution Data
Fine particulate matter data from the targeted monitoring stations in Mexico City Metropolitan Area (MCMA) were obtained for the 1997–2012 period. The selection of the control subjects was made on the basis of their residency in cities characterized by clean environments with concentrations of the six criteria air pollutants (ozone, particulate matter, sulfur dioxide, nitrogen oxides, carbon monoxide and lead) below the current US EPA standards .
In summary, exposure to air pollution produces differential ventricular up-regulation of key genes involved in the protection against oxidative stress and metal toxicity and genes up-regulated in response to endoplasmic reticulum stress. The integrity of ER/SR is critical for proper protein quality control machinery, and sustained ER stress in a highly dynamic organ could result in detrimental irreversible consequences [34,39,58,59]. We fully expect significant changes in PrPC and GRP78/BiP as urbanites age and compensatory defense mechanisms decrease, along with the development of clinical CV disease. Long exposure to environmental or man-made nanosized PM likely increases the risk for cardiovascular damage, morbidity and mortality with reductions in life expectancy. Emphasis should be placed upon the potential role of endoplasmic reticulum stress in the initiation and progression of cardiac and vascular dysfunction and the discussion of possible strategies to target this pathway toward the development of cardioprotective interventions. Since the myocardial alterations are observed very early in highly exposed children, the next phase of research ought to include investigation of multi-domain cardioprotective pediatric strategies .
We thank Robert R. Maronpot DVM, MS, MPH, Experimental Pathology Laboratories, Inc, Research Triangle Park, NC, USA for his insightful review of the manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
- Brook, R.D.; Rajagopalan, S.; Pope, C.A., 3rd; Brook, J.R.; Bhatnagar, A.; Diez-Roux, A.V.; Holguin, F.; Hong, Y.; Luepker, R.V.; Mittleman, M.A.; et al. Particulate matter air pollution and cardiovascular disease: An update to the scientific statement from the American Heart Association. Circulation 2010, 121, 2331–2378.
- Franchini, M.; Mannucci, P.M. Thrombogenicity and cardiovascular effects of ambient air pollution. Blood 2011, 118, 2405–2412.
- Martinelli, N.; Olivieri, O.; Girelli, D. Air particulate matter and cardiovascular disease: A narrative review. Eur. J. Intern. Med 2013, 24, 295–302.
- Shields, K.N.; Cavallari, J.M.; Hunt, M.J.; Lazo, M.; Molina, M.; Molina, L.; Holguin, F. Traffic-related air pollution exposures and changes in heart rate variability in Mexico City: A panel study. Environ. Health 2013, 12, 7.
- Chen, H.; Goldberg, M.S.; Burnett, R.T.; Jerrett, M.; Wheeler, A.J.; Villeneuve, P.J. Long-term exposure to traffic-related air pollution and cardiovascular mortality. Epidemiology 2013, 24, 35–43.
- Bravo-Alvarez, H.R.; Torres-Jardón, R.J. Air Pollution Levels and Trends in the Mexico City Metropolitan Area. In Urban Air Pollution and Forests: Resources at Risk in the Mexico City Air Basin Ecological Studies; Fenn, M., Bauer, L., Hernández, T., Eds.; Springer-Verlag: New York, NY, USA, 2002; Volume 156, pp. 121–159.
- Molina, L.T.; Madronich, S.; Gaffney, J.S.; Apel, E.; de Foy, B.; Fast, J.; Ferrare, R.; Herndon, S.; Jimenez, J.L.; Lamb, B.; et al. An overview of the MILAGRO 2006 Campaign: Mexico City emissions and their transport and transformation. Atmos. Chem. Phys 2010, 10, 8697–8760.
- Bravo-Alvarez, H.R.; Sosa-Echeverria, R.; Sanchez-Alvarez, P.; Krupa, S. Air quality standards for particulate matter (PM) at high altitude cities. Environ. Pollut 2013, 173, 255–262.
- Rosas-Pérez, I.; Serrano, J.; Alfaro-Moreno, E.; Baumgardner, D.; Garcia-Cuellar, C.; Martin del Campo, J.M.; Raga, G.B.; Castillejos, M.; Colin, R.D.; Osornio-Vargas, A.R. Relations between PM10 composition and cell toxicity: A multivariate and graphical approach. Chemosphere 2007, 67, 1218–1228.
- Querol, X.; Pey, J.; Minguillón, M.C.; Pérez, N.; Alastuey, A.; Viana, M.; Moreno, T.; Bernabe, R.M.; Blanco, S.; Cardenas, B.; et al. PM speciation and sources in Mexico during the MILAGRO-2006 Campaign. Atmos. Chem. Phys 2008, 8, 111–121.
- Villarreal-Calderon, R.; Reed, W.; Keefe, S.; Herritt, L.; Brooks, D.; Torres-Jardón, R.; Calderón-Garcidueñas, L. Urban air pollution produces up-regulation of myocardial inflammatory genes and dark chocolate provides cardioprotection. Exp. Toxicol. Pathol 2012, 64, 297–306.
- Osornio-Vargas, A.R.; Bonner, J.C.; Alfaro-Moreno, E.; Martinez, L.; Garcia-Cuellar, C.; Ponce-de-Leon-Rosales, S.; Miranda, J.; Rosas, I. Proinflammatory and cytotoxic effects of Mexico City air pollution particulate matter in vitro are dependent on particle size and composition. Environ. Health Perspect 2003, 111, 1289–1293.
- Villarreal-Calderon, R.; Dale, G.; Delgado-Chávez, R.; Torres-Jardón, R.; Zhu, H.; Herritt, L.; Gónzalez-Maciel, A.; Reynoso-Robles, R.; Yuan, Y.; Wang, J.; et al. Intracity differences in cardiac expression of inflammatory genes and inflammasomes in young urbanites: A pilot study. J. Toxicol. Pathol 2012, 25, 163–173.
- McKinley, M.P.; Taraboulus, A.; Kenaga, L.; Serban, D.; Stieber, A.; DeArmond, S.J.; Prusiner, S.B.; Gonatas, N. Ultrastructural localization of scrapie prion proteins in cytoplasmic vesicles of infected cultured cells. Lab. Investig 1991, 65, 622–630.
- Peralta, O.A.; Eyestone, W.H. Quantitative and qualitative analysis of cellular prion protein (PrPC) expression in bovine somatic tissues. Prion 2009, 3, 161–170.
- Milhavet, O.; Lehmann, S. Oxidative stress and the prion protein in transmissible spongiform encephalopathies. Brain Res. Brain Res. Rev 2002, 38, 328–339.
- Brown, D.R.; Schmidt, B.; Kretzschmar, H.A. Effects of oxidative stress on prion protein expression in PC12 cells. Int. J. Dev. Neurosci 1997, 15, 961–972.
- Bertuchi, F.R.; Bourgeon, D.M.; Landemberger, M.C.; Martins, V.R.; Cerchiaro, G. PrPC displays an essential protective role from oxidative stress in an astrocyte cell line derived from PrPC knockout mice. Biochem. Biophys. Res. Commun 2012, 418, 27–32.
- Sinclair, L.; Lewis, V.; Collins, S.J.; Haigh, C.L. Chronic prion infection depletes superoxide dismutase-2 through promoting exposure to cytosolic caspases. Dis. Model. Mech 2013. in press.
- Viles, J.H.; Cohen, F.E.; Prusiner, S.B.; Goodin, D.B.; Wright, P.E.; Dyson, H.J. Copper binding to the prion protein: Structural implications of four identical cooperative binding sites. Proc. Natl. Acad. Sci. USA 1999, 96, 2042–2047.
- Alfaidy, N.; Chauvet, S.; Donadio-Andrei, S.; Salomon, A.; Saoudi, Y.; Richaud, P.; Aude-garcia, C.; Hoffman, P.; Andrieux, A.; Moulis, J.M.; et al. Prion protein expression and functional importance in developmental angiogenesis: Role in oxidative stress and copper homeostasis. Antioxid. Redox Signal 2013, 18, 400–411.
- Westergard, L.; Christensen, H.M.; Harris, D.A. The cellular prion protein (PrPC): Its physiological function and role in disease. Biochem. Biophys. Acta 2007, 1772, 629–644.
- Hu, W.; Rosenberg, R.N.; Stüve, O. Prion proteins: A biological role beyond prion diseases. Acta Neurol. Scand 2007, 116, 75–82.
- Nico, P.B.; Lobão-Soares, B.; Landemberger, M.C.; Marques, W., Jr.; Tasca, C.I.; de mello, C.F.; Walz, R.; Carlotti, C.G., Jr; Brentani, R.R.; Sakamoto, A.C.; et al. Impaired exercise capacity, but unaltered mitochondrial respiration in skeletal or cardiac muscle of mice lacking cellular prion protein. Neurosci. Lett 2005, 388, 21–26.
- Soprana, C.; Souza, C.L.; Debbas, V.; Laurindo, M.F.R. Cellular prion protein (PrPC) and superoxide dismutase (SOD) in vascular cells under oxidative stress. Exp. Toxicol. Pathol 2011, 63, 229–236.
- Schneider, B.; Mutel, V.; Pietri, M.; Ermonval, M.; Mouillet-Richard, S.; Kellermann, O. NADPH oxidase and extracellular regulated kinases are targets of prion protein signaling in neuronal and nonneuronal cells. Proc. Natl. Acad. Sci. USA 2003, 100, 13326–13331.
- Smith, J.D.; Moylan, J.S.; Hardin, B.J.; Chambers, M.A.; Estus, S.; Telling, G.C.; Reid, M.B. Prion protein expression and functional importance in skeletal muscle. Antioxid. Redox Signal 2011, 15, 2465–2475.
- Whatley, S.A.; Powell, J.F.; Politopoulou, G.; Campbell, I.C.; Brammer, M.J.; Percy, N.S. Regulation of intracellular free calcium levels by the cellular prion protein. Neuroreport 1995, 6, 2333–2337.
- Lazzari, C.; Peggion, C.; Stella, R.; Massimino, M.L.; Lim, D.; Bertoli, A.; Sorgato, M.C. Cellular prion protein is implicated in the regulation of local Ca2+ movements in cerebellar granule neurons. J. Neurochem 2011, 116, 881–890.
- Beraldo, F.H.; Arantes, C.P.; Santos, T.G.; Queiroz, N.G.; Young, K.; Rvlett, R.J.; Markus, R.P.; Prado, M.A.; Martins, V.R. Role of alpha 7 nicotinic acetylycholine receptor in calcium signaling induced by prion protein interaction with stress-inducible protein 1. J. Biol. Chem 2010, 285, 36542–36550.
- Déry, M.A.; Jodoin, J.; Ursini-Siegel, J.; Aleynikova, O.; Ferrario, C.; Hassan, S.; Basik, M.; Leblanc, A.C. Endoplasmic reticulum stress induces PRNP prion protein gene expression in breast cancer. Breast Cancer Res 2013, 15, R1–R22.
- Glembotski, C.C. Endoplasmic reticulum stress in the heart. Circ. Res 2007, 101, 975–984.
- Groenendyk, J.; Sreenivasaiah, P.K.; Kim, D.H.; Agellon, L.B.; Michalak, M. Biology of endoplasmic reticulum stress in the heart. Circ. Res 2010, 107, 1185–1197.
- Doroudgar, S.; Glembotski, C.C. New concepts of endoplasmic reticulum function in the heart: Programmed to conserve. J. Mol. Cell. Cardiol 2013, 55, 85–91.
- Prins, D.; Michalak, M. Endoplasmic reticulum proteins in cardiac development and dysfunction. Can. J. Physiol. Pharmacol 2009, 87, 419–425.
- Brown, M.K.; Naidoo, N. The endoplasmic reticulum stress response in aging and age-related diseases. Front. Physiol 2012, 3, 263.
- Gorbatyuk, M.S.; Gorbatyuk, O.S. The molecular chaperone GRP78/BiP as a therapeutic target for neurodegenerative disorders: A mini review. J. Genet. Syndr. Gene Ther 2013, 4, 128.
- Christen, V.; Fent, K. Silica nanoparticles and silver-doped silica nanoparticles induce endoplasmatic reticulum stress response and alter cytochrome P4501A activity. Chemosphere 2012, 87, 423–434.
- Glembotski, C.C. Roles for ATF6 and the sarco/endoplasmic reticulum protein quality control system in the heart. J. Mol. Cell. Cardiol 2013. in press.
- Departamento del Distrito Federal. Available online: http://www.sma.df.gob.mx/simat2/ (accessed on 14 September 2012).
- Calderón-Segura, M.E.; Gómez-Arroyo, S.; Villalobos-Pietrini, R.; Butterworth, F.M.; Amador-Munoz, O. The effects of seasonal weather on the genotoxicity, cytokinetic properties, cytotoxicity and organochemical content of extracts of airborne particulates in Mexico City. Mutat. Res 2004, 558, 7–17.
- Dzepina, K.; Arey, J.; Marr, L.; Worsnop, D.R.; Salcedo, D.; Zhang, Q.; Onasch, T.B.; Molina, L.T.; Molina, M.J.; Jimenez, J.L. Detection of particle-phase polycyclic aromatic hydrocarbons in Mexico City using an aerosol mass spectrometer. Int. J. Mass Spectrom 2007, 263, 152–170.
- Estrada-Garcia, T.; Cerna, J.F.; Thompson, M.R.; López-Saucedo, C. Fecal contamination and enterotoxigenic Escherichia coli in street-vended chili sauces in Mexico and its public relevance. Epidemiol. Infect 2002, 129, 223–226.
- García-Pérez, C.; Schneider, T.G.; Hajnoczky, G.; Csordas, G. Alignment of sarcoplasmic reticulum-mitochondrial junctions with mitochondrial contact points. Am. J. Physiol. Heart Circ. Physiol 2011, 301, H1907–H1915.
- Mitsios, N.; Saka, M.; Krupinski, J.; Pennucci, R.; Sanfeliu, C.; Miguel-Turu, M.; Gaffney, J.; Kumar, P.; Kumar, S.; Sullivan, M.; et al. Cellular prion protein is increased in the plasma and peri-infacted brain tissue after acute stroke. J. Neurosci. Res 2007, 85, 602–611.
- Anantharam, V.; Kanthasamy, A.; Choi, C.J.; Martin, D.P.; Latchoumycandane, C.; Richt, J.A.; Kanthasamy, A.G. Opposing roles of prion protein in oxidative stress-and ER stress-induced apoptotic signaling. Free Radic. Biol. Med 2008, 45, 1530–1541.
- Singh, N.; Singh, A.; Das, D.; Mohan, M.L. Redox control of prion and disease pathogenesis. Antioxid. Redox Signal 2010, 12, 1271–1294.
- Choi, C.J.; Anantharam, V.; Saetveit, N.J.; Houk, R.S.; Kanthasamy, A.; Kanthasamy, A.G. Normal cellular prion protein protects against manganese-induced oxidative stress and apoptotic cell death. Toxicol. Sci 2007, 98, 495–509.
- Park, Y.G.; Jeong, J.K.; Lee, J.H.; Lee, Y.J.; Seol, J.W.; Kim, S.J.; Hur, T.Y.; Jung, Y.H.; Kang, S.J.; Park, S.Y. Lactoferrin protects against prion-protein-induced cell death in neuronal cells by preventing mitochondrial dysfunction. Int. J. Mol. Med 2013, 31, 325–330.
- Singh, N.; Das, D.; Singh, A.; Mohan, M.L. Prion protein and metal interaction: Physiological and pathological implications. Curr. Issues Mol. Biol 2010, 12, 99–107.
- Choi, C.J.; Anantharam, V.; Martin, D.P.; Nicholson, E.M.; Richt, J.A.; Kanthasamy, A.; Kanthasamy, A.G. Manganese upregulates cellular prion protein and contributes to altered stabilization and proteolysis: Relevance to role of metals in pathogenesis of prion disease. Toxicol. Sci 2010, 115, 535–546.
- Holland, M.R.; Gibson, A.A.; Kirshner, C.A.; Hicks, D.; Ludomirsky, A.; Singh, G.K. Intrinsic myoarchitectural differences between the left and right ventricles of fetal human hearts: An ultrasonic backscatter feasibility study. J. Am. Soc. Echocardiogr 2009, 22, 170–176.
- Tverskaya, M.S.; Sukhoparova, V.V.; Karpova, V.V.; Raksha, A.P.; Kadyrova, M.K.; Abdulkerimova, N.Z.; Bobrova, N.A. Pathomorphology of myocardial circulation: Comparative study in increased left or right ventricle overload. Bull. Exp. Biol. Med 2008, 145, 377–381.
- Schulz, R.; Heusch, G. Tumor necrosis factor-alpha and its receptors 1 and 2. Circulation 2009, 119, 1355–1357.
- Schulz, R. TNF α in myocardial ischemia/reperfusion: Damage vs. protection. J. Mol. Cell. Cardiol 2008, 45, 712–714.
- Chen, Y.; Ke, Q.; Yang, Y.; Rana, J.S.; Tang, J.; Morgan, J.P.; Xiao, Y.F. Cardiomyocytes overexpressing TNF-alpha attract migration of embryonic stem cells via activation of p38 and c-Jun amino-terminal kinase. Fed. Am. Soc. Exp. Biol. J 2003, 17, 2231–2239.
- Bao, C.; Guo, J.; Lin, G.; Hu, Z. TNFR gene-modified mesenchymal stem cells attenuate inflammation and cardiac dysfunction following MI. Scand. Cardiovasc. J 2008, 42, 56–62.
- Sovolyova, N.; Healy, S.; Samali, A.; Logue, S.E. Stressed to death-mechanisms of ER stress-induced cell death. Biol. Chem 2013. in press.
- McAlpine, C.S.; Werstuck, G.H. The development and progression of atherosclerosis: Evidence supporting a role for endoplasmic reticulum (ER) stress signaling. Cardiovasc. Hematol. Disord. Drug Targets 2013, 13, 158–164.
- Abdelhalim, M.A. Gold nanoparticles administration induces disarray of heart muscle, hemorrhagic, chronic inflammatory cells infiltrated by small lymphocytes, cytoplasmic vacuolization and congested and dilated blood vessels. Lipids Health Dis 2011, 10, 233.
- Helfenstein, M.; Miragoli, M.; Rohr, S.; Müller, L.; Wick, P.; Mohr, M.; Gehr, P.; Rothen-Rutishauser, B. Effects of combustion-derived ultrafine particles and manufactured nanoparticles on heart cells in vitro. Toxicology 2008, 253, 70–78.
- Okayama, Y.; Kuwahara, M.; Suzuki, A.K.; Tsubone, H. Role of reactive oxygen species on diesel exhaust particle-induced cytotoxicity in rat cardiac myocytes. J. Toxicol. Environ. Health 2006, 69, 1699–1710.
- Guo, D.; Bi, H.; Liu, B.; Wu, Q.; Wang, D.; Cui, Y. Reactive oxygen species-induced cytotoxic effects of zinc oxide nanoparticles in rat retinal ganglion cells. Toxicol. In Vitro 2013, 27, 731–738.
- Ariano, P.; Zamburlin, P.; Gilardino, A.; Mortera, R.; Onida, B.; Tomatis, M.; Ghiazza, M.; Fubini, B.; Lovisolo, D. Interaction of spherical nanoparticles with neuronal cells: Size-dependent toxicity and perturbation of calcium homeostasis. Small 2011, 6, 766–774.
- Tsai, Y.Y.; Huang, Y.H.; Chao, Y.L.; Hu, K.Y.; Chin, L.T.; Chou, S.H.; Hour, A.L.; Yao, Y.D.; Tu, C-S.; Liang, Y.J.; et al. Identification of the nanogold particle induced endoplasmic reticulum stress by Omic techniques and systems biology analysis. ACS Nano 2011, 12, 9354–9369.
- Miragoli, M.; Novak, P.; Ruenraroengsak, P.; Shevchuck, A.I.; Korchev, Y.E.; Lab, M.J.; Tetley, T.D.; Gorelik, J. Functional interaction between charged nanoparticles and cardiac tissue: A new paradigm for cardiac arrhythmia? Nanomedicine 2013, 8, 725–737.
- Calderón-Garcidueñas, L.; Hazucha, M.J.; Herbst, M.C.; Reed, W.; Cascio, W.E. Exposure to Urban Air Pollution is Associated with Decreased Vagal Tone in Clinically Healthy Children. In Fibers and Nanoparticles in Lung and Cardiovascular Disease, Proceedings of 8th International Meeting on Mechanisms of Action of Inhaled Particles, Research Triangle Park: NC, USA, 2005; 2005.
- Papanicolau, K.N.; Phillippo, M.M.; Walsh, K. Mitofusins and the mitochondrial permeability transition: The potential downside of mitochondrial fusion. Am. J. Physiol. Heart Circ. Physiol 2012, 303, H243–H255.
- Papanicolau, K.N.; Khairallah, R.J.; Ngoh, G.A.; Chikando, A.; Luptak, I.; O’Shea, K.M.; Riley, D.D.; Lugus, J.J.; Colucci, W.S.; Lederer, W.J.; et al. Mitofusin-2 maintains mitochondrial structure and contributes to stress-induced permeability transition in cardiac myocytes. Mol. Cell. Biol 2011, 31, 1309–1328.
- Chen, Y.; Csordas, G.; Jowdy, C.; Schneider, T.G.; Csordas, N.; Wang, W.; Liu, Y.; Kohlhaas, M.; Meiser, M.; bergem, S.; et al. Mitofusin 2-containing mitochondrial-reticular microdomains direct rapid cardiomyocyte bioenergetics responses via interorganelle Ca2+ crosstalk. Circ. Res 2012, 111, 863–875.
- Levick, S.P.; Murray, D.B.; Janicki, J.S.; Brower, G.L. Sympathetic nervous system modulation of inflammation and remodeling in the hypertensive heart. Hypertension 2010, 55, 270–276.
- Eszlári, E.; Czóbel, M.; Molnar, G.; Kaszaki, J.; Nagy, S.; Boros, M. Modulation of cardiac contractility through endothelin-1 release and myocardial mast cell degranulation. Acta Physiol. Hung 2008, 95, 267–285.
- Martinon, F.; Mayor, A.; Tschopp, J. The inflammasomes: Guardians of the body. Annu. Rev. Immunol 2009, 27, 229–265.
- Martinon, F. Signaling by ROS drives inflammasome activation. Eur. J. Immunol 2010, 40, 616–619.
- Yin, Y.; Yan, Y.; Jiang, X.; Mai, J.; Chen, N.C.; Wang, H.; Yang, X.F. Inflammasomes are differentially expressed in cardiovascular and other tissues. Int. J. Immunopathol. Pharmacol 2009, 22, 311–322.
- Golomb, E.; Nyska, A.; Schwalb, H. Occult cardiotoxicity-toxic effects on cardiac ischemic tolerance. Toxicol. Pathol 2009, 37, 572–593.
- Brandenberger, C.; Clift, M.J.D.; Vanhecke, D.; Mühlfeld, C.; Stone, V.; Gehr, P.; Rothen-Rutishauser, B. Intracellular imaging of nanoparticles: Is it an elemental mistake to believe what you see? Part. Fibre Toxicol 2010, 7, 15–20.
- Livak, K.J.; Schmittgen, D.T. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔC(T) method. Methods 2001, 25, 402–408.
- The Green Book Nonattainment Areas for Criteria Pollutants, Available online: http://www.epa.gov/airquality/greenbk/ (accessed on 28 November 2013).
|Table 1. PM2.5 annual concentrations in μg/m3 for the North vs. the South selected monitoring stations. The differences are significant with a p < 0.0001.|
|Table 2. RT-PCR results in Mexico City subjects expressed as mean ± SD fold increase vs. controls for PrPC and BiP/GRP78 in right and left ventricles. PrPC left ventricular expression is significantly different from controls (p = 0.006). BiP/GRP78 left and right ventricular expression is significantly different from controls. There is a significant difference in the expression of PrPC between the left and the right ventricles in Mexico City subjects (p < 0.0001).|
|RT-PCR||PrPC left ventricle||PrPC right ventricle||BiP left ventricle||BiP right ventricle|
|p value exposed vs. controls||0.0062||0.1360||0.00004||0.0007|
|p value left vs. right ventricles in exposed subjects||<0.0001||0.1189|
|Table 3. Correlation tests using Pearson’s r statistic for transformed data and Kendall’s tau for original data.|
|Pearson and Kendall’s Stats||Pearson’s r PrPC_L & BiP_L||Pearson’s r PrPC_R & BiP_R||Kendall’s tau PrPC_L & BiP_L||Kandall’s tau PrPC_R & BiP_R|
|p value||5.435 × 10−4||0.3063||3.334 × 10−5||0.3465|
|Table 4. Association test p values results for region of residency: PrPC and BiP/GRP78 expression in left and right ventricles for North vs. South Mexico City residents.|
|Wilcoxon rank sum test|
|Table 5. Children PrPC and GRP78/BiP fold increase results for left ventricle (LV) and right ventricle (RV), North vs. South residency.|
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