Ambient fine particulate matter and ozone exposures induce inflammation in epicardial and perirenal adipose tissues in rats fed a high fructose diet
- Lixian Sun1, 2,
- Cuiqing Liu3,
- Xiaohua Xu4,
- Zhekang Ying4,
- Andrei Maiseyeu4,
- Aixia Wang4,
- Katryn Allen5,
- Ryan P Lewandowski5,
- Lori A Bramble5,
- Masako Morishita6,
- James G Wagner5,
- J Timothy Dvonch6,
- Zhichao Sun6,
- Xiaowei Yan1,
- Robert D Brook7,
- Sanjay Rajagopalan4,
- Jack R Harkema5,
- Qinghua Sun4Email author and
- Zhongjie Fan1Email author
© Sun et al.; licensee BioMed Central Ltd. 2013
Received: 24 March 2013
Accepted: 14 August 2013
Published: 22 August 2013
Inflammation and oxidative stress play critical roles in the pathogenesis of inhaled air pollutant-mediated metabolic disease. Inflammation in the adipose tissues niches are widely believed to exert important effects on organ dysfunction. Recent data from both human and animal models suggest a role for inflammation and oxidative stress in epicardial adipose tissue (EAT) as a risk factor for the development of cardiovascular disease. We hypothesized that inhalational exposure to concentrated ambient fine particulates (CAPs) and ozone (O3) exaggerates inflammation and oxidative stress in EAT and perirenal adipose tissue (PAT).
Eight- week-old Male Sprague–Dawley rats were fed a normal diet (ND) or high fructose diet (HFr) for 8 weeks, and then exposed to ambient AIR, CAPs at a mean of 356 μg/m3, O3 at 0.485 ppm, or CAPs (441 μg/m3) + O3 (0.497 ppm) in Dearborn, MI, 8 hours/day, 5 days/week, for 9 days over 2 weeks.
EAT and PAT showed whitish color in gross, and less mitochondria, higher mRNA expression of white adipose specific and lower brown adipose specific genes than in brown adipose tissues. Exposure to CAPs and O3 resulted in the increase of macrophage infiltration in both EAT and PAT of HFr groups. Proinflammatory genes of Tnf-α, Mcp-1 and leptin were significantly upregulated while IL-10 and adiponectin, known as antiinflammatory genes, were reduced after the exposures. CAPs and O3 exposures also induced an increase in inducible nitric oxide synthase (iNOS) protein expression, and decrease in mitochondrial area in EAT and PAT. We also found significant increases in macrophages of HFr-O3 rats. The synergetic interaction of HFr and dirty air exposure on the inflammation was found in most of the experiments. Surprisingly, exposure to CAPs or O3 induced more significant inflammation and oxidative stress than co-exposure of CAPs and O3 in EAT and PAT.
EAT and PAT are both white adipose tissues. Short-term exposure to CAPs and O3, especially with high fructose diet, induced inflammation and oxidative stress in EAT and PAT in rats. These findings may provide a link between air-pollution exposure and accelerated susceptibility to cardiovascular disease and metabolic complications.
KeywordsParticulate matter Ozone Epicardial adipose tissue Perirenal adipose tissue Inflammation Oxidative stress
Adipose inflammation is a characteristic hallmark of Type II diabetes-obesity states characterized by insulin resistance. The term “metaflammation” is widely used to describe the close dependence of metabolic abnormalities to inflammation in the visceral fat tissues. The inflammation in adipose depots has been widely linked to systemic abnormalities including disturbances in glucose homeostasis, lipid abnormalities and accelerated development of cardiovascular disease. We and others have described recent findings that have linked air-pollution exposure in animal models to the development of insulin resistance and inflammation . A characteristic hallmark in these studies was the development of adipose inflammation in visceral fat tissues characterized by the infiltration of innate immune cells and pro-inflammatory gene expression. Additionally, we have demonstrated a downregulation of brown adipose tissue specific genes such as uncoupling protein (Ucp) -1 and an upregulation of genes specific to white adipose tissue by air pollution exposure. White adipose tissue is highly adapted to store excess energy as triglycerides, while brown adipose tissue functions to dissipate chemical energy in the form of heat . Recent studies have called attention to a role for epicardial adipose tissue (EAT) inflammation as an additional determinant of inflammation and susceptibility to cardiovascular disease in patients with obesity and metabolic syndrome . EAT is an unusual visceral fat depot with anatomical and functional contiguity to the myocardium and coronary arteries that may serve a unique role and thus may differ from other visceral fat tissues depots [3, 4]. EAT is also a source of multipotent stem or progenitor-like cell populations, which are deemed to be involved in the tissue repair and in the pathogenesis of cardiovascular disease. A growing body of evidence supports a facilitatory role for EAT inflammation in cardiovascular disease [5–8]. Clinically, the inflammation and oxidative stress of perirenal adipose tissue (PAT) may have close relation with the development of cardiovascular diseases, especially systemic hypertension. To what extent inflammation and oxidative stress in EAT and PAT is present in the context of high fructose diet and simultaneous exposure to inhaled particulates and gases has not been investigated. In this study we used a relevant rat model of high-fructose ingestion and exposed the animals to a mixture of concentrated ambient fine particulates (CAPs) and ozone (O3) to assess the inflammation and oxidative stress.
Whole-body exposure data
Body weight measurement
Body weight changes before and after exposure to CAPs/O 3 (gram, mean ± SEM)
Diet & exposure
After normal or high -fructose diet
419.00 ± 11.96
570.88 ± 20.95
517.63 ± 19.53
433.63 ± 7.26
525.75 ± 16.86
503.88 ± 13.37
439.63 ± 8.05
537.00 ± 12.69
523.88 ± 13.67
ND-CAPs + O3
409.50 ± 12.90
546.50 ± 16.07
492.75 ± 17.45
394.86 ± 8.16
545.00 ± 14.86
507.29 ± 14.73
436.00 ± 11.95
561.00 ± 22.02
527.25 ± 24.31
443.25 ± 10.81
558.25 ± 14.67
531.75 ± 16.60
HFr-CAPs + O3
393.14 ± 9.39
531.57 ± 18.60
516.29 ± 23.03
Characteristics of adipose tissues
H&E staining and TEM analysis of in situ mitochondria
WAT and BAT specific gene expressions in adipose tissues
Characteristics of adipose tissues in the rats fed normal diet
large unilocular cell
large unilocular cell
large unilocular cell
small multilocular cells
round and eccentric
round and eccentric
round and eccentric
flat and central
BAT and WAT specific gene expressions in EAT and PAT after exposure to CAPS and O3
BAT specific gene expression alteration
WAT specific gene expression alteration
Systemic inflammation and oxidative stress in EAT and PAT
Adiponectin concentrations in adipose tissues after the exposures
Diet & exposure
ND-CAPs + O3
HFr-CAPs + O3
ND-CAPs + O3
HFr-CAPs + O3
Adipokine gene expression alteration
TEM in situ mitochondria alteration
Bronchoalveolar lavage cellularity
In this study, we investigated the morphological characteristics of various adipose tissues, which include EAT, PAT, WAT and BAT, and assessed the effects of inhalational exposures to CAPs and O3 on WAT and BAT specific gene expressions, as well as alterations in inflammatory gene expression in EAT and PAT in response to high-fructose feeding. To the best of our knowledge, this was the first study to evaluate the WAT and BAT specific gene alteration, especially systemic inflammatory and oxidative stress response to CAPs and O3 exposures in EAT and PAT in rats. Our current study showed that HFr feeding led to adipocytes hypertrophy in EAT, PAT, and WAT. EAT volume has been shown to strongly and independently reflect the fat volume of perirenal and omental visceral fat tissues lipid depots [11, 12], which seems to be important in systemic inflammation , insulin resistance and metabolic syndrome . As to the typical WAT and BAT, we have previously demonstrated the oxidative stress and changes of mitochondria and genes expression in response to the exposure of ambient fine particulates . Therefore, we mainly focused on the inflammation and oxidative stress especially in EAT and PAT in the present study. We demonstrated that EAT and PAT were broadly resembling WAT based on morphology, and overall mitochondrial numbers and gene expression. Notwithstanding, EAT differed in many respects from typical WAT. Both EAT and PAT had less mitochondria than typical BAT and higher expression of WAT specific genes (Dpt and Hoxc9) while lower BAT specific gene profiles (Ucp-1, Pgc-1α and Cidea), which were approximately 1,000 folds lower than in BAT [15, 16]. Interestingly, EAT was quite different from other WAT depots, with much smaller adipocytes  and higher mRNA levels of Ucp-1, Pgc-1α and Cidea expressions than PAT and WAT. These findings may suggest an unique role of EAT. EAT has been suggested to play a role in a variety of processes relating to preservation of myocardial form and function. For instance, it may play an athermogenic function and protect against significant excursion in temperature and protect against arrhythmias [3, 18]. EAT is now recognized as a rich source of free fatty acids, a key of energy for the heart, and has been suggested to secrete a number of bioactive molecules [19, 20]. Additionally, EAT also has storage function. Higher levels of both lipolysis and lipogenesis than other adipose depots confer “dual capability” of accumulating lipids for storage and also releasing them rapidly in response to demand. The latter function may explain high expressions of Ucp-1, Pgc-1α and Cidea in EAT .
We also found that short-term inhalational exposure to CAPs and O3 significantly downregulated WAT- specific genes (Hoxc9 and Dpt) and BAT-specific genes (Ucp-1, Pgc-1α and Cidea) in EAT and PAT. Hoxc9 belongs to the homeobox family of genes, and it is recognized as WAT specific marker in primary adipocyte cultures . Overall, an important observation was that co-exposure to CAPs and O3 did not appear to potentiate co-effects with most of these genes, while HFr plus CAPs exposure was often the strongest factors pertaining to inflammation in adipose tissues. In some instances, co-exposure to CAPs and O3 led to less pronounced (albeit some are non-significant) inflammation in EAT and PAT than the single component exposure to CAPs or O3. Dpt is regarded as a marker for white adipogenesis and as a reference gene for the “whitening” phenomenon [1, 23]. Ucp-1 uncouples substrate oxidation and electron transport through respiratory chains from adenosine triphosphate production that results in dissipation of energy as heat and thereby playing a pivotal role in thermogenesis and protecting against reactive oxygen species (ROS) . This is caused by an increased proton leakage over the inner mitochondrial membrane which dissipates the proton motive force as heat instead of adenosine triphosphate synthesis . Pgc-1α, also a marker for BAT, induces mitochondrial biogenesis and thermogenesis . The cell death-inducing DNA fragmentation factor-α-like effector (Cidea) family plays important roles in lipid droplet formation, and is critically involved inlipogenesisand lipolytic metabolism . The downregulation of Ucp-1,Pgc-1α and Cidea in response to CAPs and O3 suggests an important effect of exposure in modulating thermogenic functions and lipogenesis pathways. In this current study, we did not find significant expression alteration of Dio2 and C/ebpβ (BAT specific genes)  and Igfbp3 (WAT specific gene)  in EAT and PAT after the exposures of CAPs and O3. Additionally, we found there were significantly synergistic interactions of high fructose and dirty air exposure on most of the WAT and BAT specific genes regulation in the present study.
A striking finding of this study was the relatively modest effects of HFr alone on inflammatory effects in EAT and PAT. In contrast, CAPs plus the HFr diet was sufficient to potentiate inflammatory responses both in EAT and PAT. It did appear to be a significantly additive or synergistic effect of both high fructose and dirty air exposure on most inflammatory genes (albeit some are non-significant). Pro-inflammatory adipokines, such as Mcp-1, Tnf-α, and Leptin, were found to be generally upregulated with the levels being highest in response to CAPs exposure alone, while anti-inflammatory adipokines, such as IL-10 and Adiponectin, were down-regulated in response to the exposures in the HFr-group rats in this study. These results suggest that CAPs and O3 exposures may result in a pro-inflammatory macrophages shift in EAT and PAT. Interestingly, IL-6, also regarded as a pro-inflammatory adipokine, was not changed in gene expression in response to the dirty air exposures in this study. This was consistent with the function of IL-6, which was an acute-phase responsive cytokine and might be expressed at an earlier time point . Surprisingly, almost no significant increases of the inflammation and oxidative stress responses were found in the co-exposure of CAPs plus O3 vs. CAPs or O3 single exposure in EAT and PAT, except the iNOS protein level, which seemed to have a ceiling effect. Another possibility could be that the O3 concentrations used in this project was relatively low and it was metabolized quickly and possibly locally in the upper respiratory track that might not have substantial systemic impact . The discrepancy in iNOS expression between fluorescence assay and Western blot was likely due to the different sensitivity and different binding targets of those two methods . We also found significant increases only in macrophages of HFr-O3 rats. This response in HFr-O3 rats was associated with mild para-acinar accumulation of macrophages, but histological responses were otherwise unremarkable (pathology not shown). By comparison, airway neutrophils, lymphocytes and eosinophils were unaffected by exposures or diet. Therefore, airway inflammation was not associated with the adipose responses we described. The synergetic interaction of HFr and dirty air exposure on the inflammation was found in most of the experiments. The attenuation of CAPS effect with O3 has been reported in combined exposure studies previously [33, 34]. In a rat model exposed to O3 and diesel exhaust particles, the combined exposures of O3 and diesel exhaust particles had less pronounced effects, which showed elevated biomarkers of oxidative stress (hemeoxygenase-1), thrombosis (tissue factor, plasminogen activator inhibitor-1, tissue plasminogen activator, and von Willebrand factor), vasoconstriction pertaining to vascular impairments in the aorta, with the loss of phospholipid fatty acids in myocardial mitochondria, than exposure to either pollutant alone . In another study with rats exposed to ambient particulate matter, O3, or combinations for 4 hours, both pollutants transiently increased endothelin-B receptor mRNA expression, while O3 decreased endothelin-A receptor mRNA levels. Pollutants and O3 have been hypothesized to attenuate their effects by virtue of chemical reaction or chemical modification in the ambient air prior to interacting with biological molecules inside the body . However, the credible mechanisms of inhalational CAPs plus O3 co-exposure resulting in less conspicuous effects compared with single exposure, still are lacking but remain an area of intense research in the field of exposure toxicology.
In the current study using the Harvard-type fine particle we generated CAPs concentrations of of 300 - 400 μg/m3 that very high can occur near point sources of pollution (e.g. traffic), in major industrial cities in north American, or some regions in developing countries like China. Such exposures are usually episodic, unlike our current protocol of nine continuous weekdays. However in a recent CAPs study in mice where exposures were conducted longer (2 months) and to lower PM2.5 concentrations (98 μg/m3), we described similar adipose responses in mitochondria number and size, Ucp1 expression, and BAT and WAT-specific gene expression , as we describe in the current study. Furthermore the total mass of exposures (c × t) between the two exposures is quite similar (26–28 mg). Thus it is possible that different pathways were initiated in each study, but they both appear to converge to induce the same adipose responses. The key finding is that exposures in the current study failed to elicit responses in healthy rats, while adipose responses only occurred in fructose-fed rats.
What are the implications of this study for myocardial and coronary disease and renal function? A limitation of this study is the lack of functional characterization in response to changes in EAT and PAT with HFr diet and exposures. Thus one can only speculate on the potential implications of this study. The possible transmural movement of macrophages from EAT into the adjacent coronary artery walls has been speculated as being involved in atherogenesis and acute coronary syndromes . Indeed, substantial macrophages infiltration in coronary artery vulnerable plaques has been described in EAT that was obtained during cardiac surgery of patients with severe coronary artery stenosis . The upregulation of Mcp-1 and Tnf-α, which are prototypical chemokine and inflammatory triggers, extensively implicated in multiple steps of inflammation and propensity for complications in Type II DM and coronary atherosclerosis.
In summary, our study demonstrates the rapid inflammation in EAT and PAT in response to environmental exposure to inhalational toxins plus high fructose diet. Our findings may provide a link between air-pollution exposure and accelerated susceptibility to cardiovascular diseases and metabolic complications, especially for multiple synergistic risk factors.
HFr feeding led to hypertrophy of adipocytes in EAT, PAT, and WAT. Short-term exposure to CAPs and O3, especially the single exposure to CAPs, induced inflammation and oxidative stress in EAT and PAT in rats. These findings suggest that inflammation and oxidative stress in adipose tissues may be one of the important mechanisms of air pollution exposure-induced cardiovascular diseases.
Eight-week-old male Sprague–Dawley rats (250–275 g) were purchased from Charles River Laboratories (Portage, MI). The rats were fed either a normal diet (ND) or high-fructose diet (HFr; 60% fructose by mass; TD.89247; Harlan Laboratories, Madison, WI). Rats fed a HFr diet for 6–8 weeks develop hypertension and insulin resistance, and therefore have been used to model metabolic syndrome in humans as detailed previously [38, 39]. After 8 weeks on ND or HFr diets, rats were exposed to AIR, CAPs, O3, or CAPs + O3, for a total of 8 experimental groups: ND-AIR, ND-CAPs, ND-O3, ND-CAPs + O3, HFr-AIR, HFr-CAPs, HFr-O3, and HFr-CAPs + O3 (n = 7–8 per group). Inhalation exposures were conducted 8 h/day for 9 days over 2 weeks (Mon-Fri; Mon-Thu). All rats were sacrificed 24 h after the last exposure in a laboratory at Michigan State University (MSU) in East Lansing, MI. This investigation conformed to the Guide for the Care and Use of Laboratory Animals by the US National Institutes of Health (NIH Publication No. 85–23, revised 1996), and the study protocols were approved by the Institutional Animal Care and Use Committee of MSU, an AAALAC accredited institution.
Exposures and tissue collection
Inhalation exposures by whole-body were conducted in AirCARE 1, a mobile air research laboratory temporarily located in the parking lot of Salinas Elementary School in Dearborn, MI during the summer of 2011. This location is a stationary air pollution monitoring site run by the Michigan Department of Environmental Quality. This site continues to have some of the highest annual airborne concentrations of PM2.5 in the state of Michigan, and is located within 5 km of iron/steel production facilities, a coke oven, oil refinery, sewage sludge waste incinerator, and a coal-fired power plant. Thus, the PM2.5 at this site is impacted by multiple industrial pollutant emission point sources .
CAPs were generated from ambient PM2.5 using a Harvard-type fine particle concentrator and whole body animal exposures were conducted in Hinners chambers. The specific details of the concentrator performance and the inhalation exposure systems within AirCARE 1 have been described previously [40, 41]. O3 was generated using an ORECO3 generator (Model V1; uv method), and O3 concentration was targeted at 0.05 ppm during all exposure scenarios. Due to space constraints in the exposure chambers, exposure to CAPs + O3 or AIR was run at different weeks (July 25 – Aug 4) as exposure to CAPs or O3 alone (Aug 15–25). All of the rats were sacrificed within the 24 h after exposure (Aug 5 and Aug 26), and WAT (visceral fat- omental adipose tissue),BAT (interscapular adipose tissue), EAT and PAT were harvested and stored, respectively. In addition, the trachea was exposed and cannulated, and the heart and lung were excised en bloc. The bronchus to the left lung was temporarily closed with a hemostatic clamp, and 5 ml of sterile saline was instilled through the tracheal cannula and withdrawn to recover bronchoalveolar lavage fluid from the right lung lobes. A second saline lavage was performed and combined with the first.
Characterization of CAPs
CAPs mass concentrations were determined using a microbalance (MT-5 Mettler Toledo, Columbus OH) in a temperature/humidity-controlled Class 100 clean laboratory. PM samples collected on quartz filters were analyzed for carbonaceous aerosols by a thermal-optical analyzer using the NIOSH method (Sunset Labs, Forest Grove, OR). The speciation of organic and elemental carbon (OC and EC, respectively) was accomplished through gradient heating and continuous monitoring of filter transmittance with flame ionization detection. Annual denuder/filter pack samples were analyzed for major ions such as sulfates, nitrates and ammonium by ion chromatography (Model DX-600, DIONEX, Sunnyvale, CA). Furthermore, PM samples collected on Teflon filters were wetted with ethanol and extracted in 1% nitric acid solution. Sample extracts were then analyzed for a suite of trace elements using inductively coupled plasma-mass spectrometry (ICP-MS) (ELEMENT2, Thermo Finnigan, San Jose, CA) as detailed previously . To estimate the contribution of urban dust in southwest Michigan, we used the equation 1.89*Al + 1.4*Ca + 1.43*Fe + 2.14*Si, where Si is estimated by K/0.15 .
Enzyme-linked immunosorbent assay (ELISA)
EAT and PAT tissues (~50 mg wet weight) were incised into small pieces and immersed into 0.6 mL cell culture media, respectively, then incubated at 37°C overnight. The supernatant of the media was collected separately and stored at −80°C for the analysis of adiponectin. The adiponectin levels were determined using an adiponectin quantification kit (ELISA Kit, AdipoGen, San Diego, CA) following the manufacturer’s instructions.
Quantitative real-time polymerase chain reaction (PCR)
Primers used for real-time PCR
Forward oligonucleotides (5’ - 3’)
Reverse oligonucleotides (5’ - 3’)
Product size (bp)
EAT, PAT, WAT, and BAT were homogenized in M-PER mammalian protein extraction reagent (Thermo Fisher Scientific, Waltham, MA), incubated on ice for 30 min, followed by centrifugation at 12,000 g for 10 min at 4°C. The supernatants were collected and subjected to Western blotting analysis. Protein concentrations were determined by BCA assay (Bio-Rad Laboratories, Hercules, CA). Twenty micrograms of protein was separated by 6% SDS - polyacrylamide gel electrophoresis and subsequently transferred to polyvinylidene difluoride membrane. After blotting in 5% non-fat dry milk in PBS -Tween 20, the membranes were incubated with primary antibody against iNOS (Santa Cruz Biotechnology, Santa Cruz, CA) at 1:1000 dilution, followed by treatment with rabbit anti-mouse IgG-HRP antibody (Santa Cruz Biotechnology) at 1:1000 dilution. The membranes were detected with enhanced chemiluminescence, followed by exposure to X-ray. The protein bands on the films were scanned, and the bands density was quantified by densitometric analysis using NIH ImageJ software.
Light microscopic examination
The adipose tissues of EAT, PAT, WAT and BAT were fixed in formalin, dehydrated, embedded in paraffin, and sectioned for H&E staining, which were evaluated by light microscopy. For immunohistochemical staining, the deparaffinized sections of adipose tissues (5 μm) were subjected to heat-induced antigen retrieval. The slides were dipped into 0.3% H2O2 for 10 min to quench the endogenous peroxidase, incubated in 1% BSA/PBS for 10 min, followed by overnight incubation with primary antibodies(mouse anti-rat CD68 [AbD SeroTec, Raleigh, NC]) at 4°C. Then, the slides were incubated at room temperature for 2 h with appropriate horseradish peroxidase (HRP)-conjugated rabbit anti-mouse IgG-HRP antibody (Santa Cruz Biotechnology). The staining was developed using SIGMAFAST™ 3,3’-diaminobenzidine tablet set (Sigma, St Louis, MO). The sections were counterstained with hematoxylin and examined by light microscopy. All measurements were conducted in a double-blinded manner by two independent investigators using a research microscope (Zeiss 510 META, Jena, Germany) with Metamorph V.7.1.2 software (Universal Imaging, West Chester, PA). For immunofluorescence staining, the slides were incubated at room temperature for 2 h with Alexa Fluor® 488 goat anti-rabbit IgG #4412 (Cell Signaling Technology, Danvers, MA) after incubation with primary antibody against iNOS (Santa Cruz Biotechnology). All measurements were conducted in a double-blinded manner by two independent investigators using a research fluorescence microscope (Nikon, Japan) and NIH ImageJ software.
Transmission electron microscopy (TEM)
Fresh adipose tissues were excised into small pieces (< 1 mm3) and fixed with 2.5% glutaraldehyde (0.1 M phosphate buffer, pH 7.4) for 3 hours. Each specimen was post-fixed in 1% osmium tetroxide for 1 h and dehydrated through a graded series of ethanol concentrations before being embedded in Eponate 12 resin, sectioned at a thickness of 80 nm and stained by 2% aqueous uranyl acetate followed by lead citrate. The grids were then observed in a Technai G2 Spirit TEM (FEI Company, Hillsboro, OR). Quantitative analysis was carried out at a magnification of 30,000X. Ten visual fields were taken randomly by a senior electron microscopist of the Campus Microscopy and Imaging Facility (CMIF) at The Ohio State University. The average numbers and area of mitochondria from ten visual fields of EAT and PAT were analyzed via NIH ImageJ software.
Total leukocytes in bronchoalveolar fluid were enumerated with a hemocytometer, and fractions of eosinophils, polymorphonuclears, macrophages, and lymphocytes were determined in a cytospin sample stained with Diff-Quick (Dade Behring, Newark, DE).
Values were expressed as mean ± SEM unless otherwise indicated. For the monofactorial continuous variable, one-way ANOVA was performed to detect the differences between different groups. For the multiple continuous variables with Gauss distribution, two-way ANOVA was performed to detect the differences between different groups, with Bonferroni correction for multiple comparison adjustment. For continuous variables with skewed distribution, the Kruskal-Wallis test was used to detect the differences between the groups. Statistical analysis was performed using SPSS 17.0 (Chicago, IL). All tests were two-tailed, and the differences were considered statistically significant at a p value of < 0.05.
CCAAT enhancing binding protein β
Concentrated ambient fine particulates
Cell death-inducing DNA fragmentation factor-like effector A
Type 2 iodothyronine deiondinase
Epicardial adipose tissue
High fructose diet
Insulin-like growth factor binding protein 3
Inducible nitric oxide synthase
Monocyte chemotactic protein-1
Perirenal adipose tissue
Peroxisome proliferative activated receptor gamma coactivator 1 alpha
Tumor necrosis factor-α
Uncoupling protein 1
The authors would like to acknowledge the support from Campus Microscopy and Imaging Facility (CMIF) at The Ohio State University for the TEM experiment. This work was supported by the grants from National Institute of Health and US Environmental Protection Agency (EPA) ES017290, ES019616, and R834797 to Dr. Rajagopalan, ES018900 to Dr. Sun, and EPA STAR R834797 to Drs. Harkema and Rajagopalan.
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