Gene Expression Network Analyses in Response to Air Pollution Exposures in the Trucking Industry
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE83864 | GEO | 2016/07/08
SECONDARY ACCESSION(S): PRJNA327228
REPOSITORIES: GEO
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Project description:Chronic exposure to ambient particulate matter <2.5µ (PM2.5) has been linked to cardiopulmonary disease. Tissue-resident (TR) alveolar macrophages (AΦ) are long lived, self-renew and critical to the health impact of inhalational insults. There is inadequate understanding of the impact of PM2.5 exposure on nature/time course of transcriptional responses and the proliferation/maintenance of AΦ including the contribution from bone marrow (BM) over chronic time periods. We investigated the effects of exposure to real-world concentrated PM2.5 or filtered air (FA) in chimeric (CD45.2/CD45.1) mice. Here, we show that PM2.5 exposure induces an influx of BM-derived monocytes to lungs at 4-weeks, with no contribution to TR-AΦ population. Chronic (32-weeks) PM2.5 exposure resulted in enhanced apoptosis (Annexin V+) and decreased proliferation (BrdU+) of TR-AΦ and presence of BM-AΦ in inflamed lungs. RNA-seq analysis of flow sorted TR-AΦ and BM-AΦ from 4 and 32-weeks exposed mice, revealed a unique time dependent pattern of differentially expressed genes, with PM2.5 exposure with a pro-inflammatory bias. PM2.5 exposure resulted in pulmonary fibrosis and reduced alveolar fraction which corresponded to protracted lung inflammation. Our findings suggest a time dependent PM2.5 entrainment of a BM-derived monocytes infiltration into PM2.5 exposed lungs with an inflammatory phenotype, that together with enhanced apoptosis of TR-AΦ and pro-inflammatory polarization may contribute to perpetuation of chronic inflammation and lung fibrosis.
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Project description:Exposure to air pollution, including traffic-related pollutants, has been associated with a variety of adverse health outcomes, including increased cardiopulmonary morbidity and mortality, and increased lung cancer risk.To better understand the cellular responses induced by air pollution exposures, we performed genome-wide gene expression microarray analysis using whole blood RNA sampled at three time-points across the work weeks of 63 non-smoking employees at 10 trucking terminals in the northeastern US. We defined genes and gene networks that were differentially activated in response to PM2.5 (particulate matter???2.5 microns in diameter) and elemental carbon (EC) and organic carbon (OC).Multiple transcripts were strongly associated (padj?<?0.001) with pollutant levels (48, 260, and 49 transcripts for EC, OC, and PM2.5, respectively), including 63 that were statistically significantly correlated with at least two out of the three exposures. These genes included many that have been implicated in ischemic heart disease, chronic obstructive pulmonary disease (COPD), lung cancer, and other pollution-related illnesses. Through the combination of Gene Set Enrichment Analysis and network analysis (using GeneMANIA), we identified a core set of 25 interrelated genes that were common to all three exposure measures and were differentially expressed in two previous studies assessing gene expression attributable to air pollution. Many of these are members of fundamental cancer-related pathways, including those related to DNA and metal binding, and regulation of apoptosis and also but include genes implicated in chronic heart and lung diseases.These data provide a molecular link between the associations of air pollution exposures with health effects.
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Project description:The overall goal of this proposal is to use blood non-targeted high resolution metabolomics (HRM) to investigate the hypothesis that regional air pollution (NO2, PM2.5 and O3) and traffic-related air pollution exposures (traffic-related particulate matter components including EC2.5 and PM2.5 transition metals, and CALINE model-predicted NOx) alter key metabolic pathway(s) and that these alterations are associated with obesity and type 2 diabetes-related traits during the important developmental period of adolesence in the ongoing prospective Chidlren's Health study (CHS). Specific Aim 1 will examine the adverse impact of environmental chemicals in fasting blood samples measured by HRM on obesity (i.e., total body fat and body mass index (BMI)), metabolic dysfunction (e.g., fasting glucose and insulin concentrations and insulin resistance), and obesity-induced inflammation (i.e., leptin) among 104 Southern California adolescents enrolled in the CHS. Specific Aim 2 will examine associations of childhood exposures to PM2.5 and traffic-related air pollutants (i.e., CALINE model-predicted NOx) with biological metabolites identified in fasting blood samples using HRM among 104 adolescents in the CHS. Specific Aim 3 will investigate the metabolic pathways linking air pollution exposures and obesity and type 2 diabetes-related traits using pathway analysis under bayesian hierarchical model among 104 adolescents in the CHS.
2017-12-05 | ST000909 | MetabolomicsWorkbench
Project description:Zinc (Zn) is a major elemental component of respirable ambient particulate matter (PM) detected often at alarming levels in urban air. Exposure to PM has been widely associated with increased cardiovascular morbidity and mortality, however, it is not known what components or sources of PM are causative. We recently demonstrated that long-term episodic inhalation of combustion PM, having similar amount of Zn found in urban PM, caused myocardial lesions in rats. We further demonstrated that a single pulmonary exposure to Zn at high concentration is associated with disturbances in cardiac mitochondrial function, ion channel regulation, calcium homeostasis, and cell signaling. Therefore, in this study we investigated the role of PM-associated Zn in cardiac injury using multiple exposure scenarios. Male Wistar-Kyoto (WKY) rats of 12-14 wks age were intratracheally exposed (once per wk x 8 or16 wks) to either (1) saline (control); (2) PM having no soluble Zn; (3) combustion PM suspension containing 14.5 ug/mg water-soluble Zn at high and (4) low dose levels, (5) the aqueous fraction of this suspension devoid of solid insoluble particulate fraction (14.5 ug/mg soluble Zn), or (6) Zn sulfate. Zn concentrations were identical in groups 3, 5 and 6. Pulmonary toxicity was apparent in all exposure groups when compared to saline as determined by recovery of cells in bronchoalveolar lavage fluid. Long-term exposure to PM with or without soluble Zn, or Zn sulfate caused distinct myocardial lesions characterized by subepicardial and randomly distributed myocardial inflammation, degeneration, and fibrosis. The lesion severity was higher in those groups receiving Zn PM. Because cardiac mitochondria are likely the primary target of inhaled metal or other absorbed PM components, we analyzed mitochondrial DNA damage using QPCR and found that all exposure groups except those exposed to PM without Zn caused variable degree of damage. Aconitase activity, sensitive to inhibition by oxidative stress was inhibited slightly but significantly in rats receiving zinc sulfate. Although modest, microarray (Affymetrix) analysis revealed expression changes in the heart reflective of effects on cell signaling, inflammation/oxidative stress, mitochondrial fatty acid metabolisms and cell cycle regulation in rats exposed to zinc sulfate. However, these changes were minimal following exposure to PM devoid of soluble metals. We demonstrate that episodic subchronic pulmonary exposure to zinc sulfate causes cardiac injury and mitochondrial DNA damage. Thus, water-soluble PM-associated zinc may be one of the PM components responsible for cardiovascular morbidity. Experiment Overall Design: Group 1 received Saline to serve as a control. Group 2 received Mount St. Helenâs ash, which does not contain any water-soluble zinc or other metals such that we can delineate any cardiac effect secondary to pulmonary deposition of these particles as these fine mode particles themselves are not likely to translocate to the heart. Group 3 received whole saline suspension of the same fugitive oil combustion particle sample used in the previous study, which contained insoluble components plus water-soluble zinc (Kodavanti et al., 2003; 14.5 ug/mg zinc) and also a small amount of water-soluble nickel (3.0 µg/mg). Elemental composition of this PM is comparable to Ottawa urban PM (Kodavanti et al., 2003). Group 4 also received same particle sample but at half the dose than group 3. Group 5 received saline-soluble or leachable fraction of PM-HD devoid of any solid material but contained soluble components including zinc and nickel. And, group 6 received zinc sulfate at concentration that was present in groups 3 or 5. This design allowed us to test if cardiac injury in rats was due to leached of zinc or solid particles. There were 4 replicates per treatment group.
2008-06-14 | E-GEOD-6541 | biostudies-arrayexpress
Project description:The perinatal period and early infancy are considered critical periods for lung development, and adversities during this period are believed to impact lung health in adulthood.The main factors affecting postnatal lung development and growth include environmental exposures, cigarette smoking, (viral) infections, allergic sensitization, and asthma.Therefore, we hypothesized that concomitant exposure in the early postnatal period in mice would cause more profound alterations in lung alveolarization and growth in adult life, quantified by stereology, and differently modulate lung inflammation and gene expression than either insult alone.Five-day-old male mice were immunized intraperitoneally (i.p.) with 10 µg of ovalbumin (OVA). This procedure was repeated at the 7th day of life, animals from the control group received i.p. injection of PBS only. Mice were exposed to either ambient PM2.5 or filtered air from the 5th to the 39th day of life, using an ambient particle concentrator developed at the Harvard School of Public Health (HAPC).Total RNA of lung samples (n=3 animals per group) was extracted using RNeasy Mini Kit (Qiagen, Hilden, Germany), according to manufacturer's instructions. The microarray analysis was performed using three RNA samples for each studied group (Control, OVA, PM2.5, OVA+PM2.5), totalizing 12 samples. One hundred nanograms of total RNA was amplified with the Ambion WT Expression Kit and hybridized onto the GeneChip Mouse Gene 2.0 ST Array (Thermo Scientific, Massachusetts, USA), following manufacturer’s protocol. The comparison between the control and OVA group exhibit 32 DEGs (28 up-regulated and 4 down-regulated), between the control and PM2.5 group had 6 DEGs (4 up and 2 down) and between the control and OVA+PM2.5 group had 5 DEGs (4 up and 1 down). The comparison between OVA and PM2.5 group showed 97 DEGS (22 up and 75 down) and between OVA and OVA+PM2.5 group had 7 DEGs (4 up and 3 down). Finally, the comparison between the PM2.5 and OVA+PM2.5 group exhibit 34 DEGs (2 up and 32 down).Our experimental data provide pathological support for the hypothesis that either allergic or environmental insults in early life have permanent adverse consequences to lung growth. In addition, combined insults were associated with the development of a COPD-like phenotype in young adult mice.
2022-07-20 | GSE195996 | GEO