Last data update: Jan 21, 2025. (Total: 48615 publications since 2009)
Records 1-14 (of 14 Records) |
Query Trace: Orandle MS[original query] |
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Potent lung tumor promotion by inhaled MWCNT
Porter DW , Orandle MS , Hubbs A , Staska LM , Lowry D , Kashon M , Wolfarth MG , McKinney W , Sargent LM . Nanotoxicology 2024 1-18 In the lung, carcinogenesis is a multi-stage process that includes initiation by a genotoxic agent, promotion that expands the population of cells with damaged DNA to form a tumor, and progression from benign to malignant neoplasms. We have previously shown that Mitsui-7, a long and rigid multi-walled carbon nanotube (MWCNT), promotes pulmonary carcinogenesis in a mouse model. To investigate the potential exposure threshold and dose-response for tumor promotion by this MWCNT, 3-methylcholanthrene (MC) initiated (10 μg/g, i.p., once) or vehicle (corn oil) treated B6C3F1 mice were exposed by inhalation to filtered air or MWCNT (5 mg/m(3)) for 5 h/day for 0, 2, 5, or 10 days and were followed for 17 months post-exposure for evidence of lung tumors. Pulmonary neoplasia incidence in MC-initiated mice significantly increased with each MWCNT exposure duration. Exposure to either MC or MWCNT alone did not affect pulmonary neoplasia incidence compared with vehicle controls. Lung tumor multiplicity in MC-initiated mice also significantly increased with each MWCNT exposure duration. Thus, a significantly higher lung tumor multiplicity was observed after a 10-day MWCNT exposure than following a 2-day exposure. Both bronchioloalveolar adenoma and bronchioloalveolar adenocarcinoma multiplicity in MC-initiated mice were significantly increased following 5- and 10-day MWCNT exposure, while a 2-day MWCNT exposure in MC-initiated mice significantly increased the multiplicity of adenomas but not adenocarcinomas. In this study, even the lowest MWCNT exposure promoted lung tumors in MC-initiated mice. Our findings indicate that exposure to this MWCNT strongly promotes pulmonary carcinogenesis. |
Historical shift in pathological type of progressive massive fibrosis among coal miners in the USA
Go LHT , Rose CS , Zell-Baran LM , Almberg KS , Iwaniuk C , Clingerman S , Richardson DL , Abraham JL , Cool CD , Franko AD , Green FHY , Hubbs AF , Murray J , Orandle MS , Sanyal S , Vorajee NI , Sarver EA , Petsonk EL , Cohen RA . Occup Environ Med 2023 80 (8) 425-430 BACKGROUND: Pneumoconiosis among coal miners in the USA has been resurgent over the past two decades, despite modern dust controls and regulatory standards. Previously published studies have suggested that respirable crystalline silica (RCS) is a contributor to this disease resurgence. However, evidence has been primarily indirect, in the form of radiographic features. METHODS: We obtained lung tissue specimens and data from the National Coal Workers' Autopsy Study. We evaluated specimens for the presence of progressive massive fibrosis (PMF) and used histopathological classifications to type these specimens into coal-type, mixed-type and silica-type PMF. Rates of each were compared by birth cohort. Logistic regression was used to assess demographic and mining characteristics associated with silica-type PMF. RESULTS: Of 322 cases found to have PMF, study pathologists characterised 138 (43%) as coal-type, 129 (40%) as mixed-type and 55 (17%) as silica-type PMF. Among earlier birth cohorts, coal-type and mixed-type PMF were more common than silica-type PMF, but their rates declined in later birth cohorts. In contrast, the rate of silica-type PMF did not decline in cases from more recent birth cohorts. More recent year of birth was significantly associated with silica-type PMF. CONCLUSIONS: Our findings demonstrate a shift in PMF types among US coal miners, from a predominance of coal- and mixed-type PMF to a more commonly encountered silica-type PMF. These results are further evidence of the prominent role of RCS in the pathogenesis of pneumoconiosis among contemporary US coal miners. |
Mining tenure and job duties differ among contemporary and historic underground coal miners with progressive massive fibrosis
Zell-Baran L , Go LHT , Sarver E , Almberg KS , Iwaniuk C , Green FHY , Abraham JL , Cool C , Franko A , Hubbs AF , Murray J , Orandle MS , Sanyal S , Vorajee N , Cohen RA , Rose CS . J Occup Environ Med 2022 65 (4) 315-320 OBJECTIVE: To characterize differences in mining jobs and tenure between contemporary (born 1930+, working primarily with modern mining technologies) and historic coal miners with progressive massive fibrosis (PMF). METHODS: We classified jobs as designated occupations (DOs) and non-DOs based on regulatory sampling requirements. Demographic, occupational characteristics, and histopathological PMF type were compared between groups. RESULTS: Contemporary miners (n = 33) had significantly shorter mean total (30.4 years vs. 37.1 years, p = 0.0006) and underground (28.8 years vs. 35.8 years, p = 0.001) mining tenure compared to historic miners (n = 289). Silica-type PMF was significantly more common among miners in non-DOs (30.1% vs. 15.8%, p = 0.03) and contemporary miners (58.1% vs. 15.2%, p < 0.0001). CONCLUSIONS: Primary jobs changed over time with the introduction of modern mining technologies and likely changed exposures for workers. Elevated crystalline silica exposures are likely in non-DOs and require attention. |
Pulmonary toxicity and gene expression changes in response to whole-body inhalation exposure to multi-walled carbon nanotubes in rats
Sager TM , Umbright CM , Mustafa GM , Roberts JR , Orandle MS , Cumpston JL , McKinney WG , Boots T , Kashon ML , Joseph P . Inhal Toxicol 2022 34 1-19 Purpose: To investigate the molecular mechanisms underlying the pulmonary toxicity induced by exposure to one form of multi-walled carbon nanotubes (MWCNT-7).Materials and methods: Rats were exposed, by whole-body inhalation, to air or an aerosol containing MWCNT-7 particles at target cumulative doses (concentration x time) ranging from 22.5 to 180 (mg/m(3))h over a three-day (6 hours/day) period and toxicity and global gene expression profiles were determined in the lungs.Results: MWCNT-7 particles, associated with alveolar macrophages (AMs), were detected in rat lungs following the exposure. Mild to moderate lung pathological changes consisting of increased cellularity, thickening of the alveolar wall, alveolitis, fibrosis, and granuloma formation were detected. Bronchoalveolar lavage (BAL) toxicity parameters such as lactate dehydrogenase activity, number of AMs and polymorphonuclear leukocytes (PMNs), intracellular oxidant generation by phagocytes, and levels of cytokines were significantly (p < 0.05) increased in response to exposure to MWCNT-7. Global gene expression profiling identified several significantly differentially expressed genes (fold change >1.5 and FDR p value <0.05) in all the MWCNT-7 exposed rats. Bioinformatic analysis of the gene expression data identified significant enrichment of several diseases/biological function categories (for example, cancer, leukocyte migration, inflammatory response, mitosis, and movement of phagocytes) and canonical pathways (for example, kinetochore metaphase signaling pathway, granulocyte and agranulocyte adhesion and diapedesis, acute phase response, and LXR/RXR activation). The alterations in the lung toxicity parameters and gene expression changes exhibited a dose-response to the MWCNT exposure.Conclusions: Taken together, the data provided insights into the molecular mechanisms underlying the pulmonary toxicity induced by inhalation exposure of rats to MWCNT-7. |
Pathology and mineralogy demonstrate respirable crystalline silica is a major cause of severe pneumoconiosis in US coal miners
Cohen RA , Rose CS , Go LHT , Zell-Baran LM , Almberg KS , Sarver EA , Lowers HA , Iwaniuk C , Clingerman SM , Richardson DL , Abraham JL , Cool CD , Franko AD , Hubbs AF , Murray J , Orandle MS , Sanyal S , Vorajee NI , Petsonk EL , Zulfikar R , Green FHY . Ann Am Thorac Soc 2022 19 (9) 1469-1478 RATIONALE: The reasons for resurgent coal workers' pneumoconiosis and its most severe forms, rapidly progressive pneumoconiosis and progressive massive fibrosis (PMF), in the United States (US) are not yet fully understood. OBJECTIVE: To compare the pathologic and mineralogic features of contemporary coal miners suffering severe pneumoconiosis to their historical counterparts. METHODS: Lung pathology specimens from 85 coal miners with PMF were included for evaluation and analysis. We compared the proportion of cases with pathologic and mineralogic findings in miners born between 1910 and 1930 (historical) to those born in or after 1930 (contemporary). RESULTS: We found a significantly higher proportion of silica-type PMF (57% vs. 18%, p<0.001) among contemporary miners compared to their historical counterparts. Mineral dust alveolar proteinosis (MDAP) was also more common in contemporary miners compared to their historical counterparts (70% vs. 37%, p<0.01). In situ mineralogic analysis showed the percentage (26.1% vs. 17.8%, p<0.01) and concentration (47.3 x 108 vs. 25.8 X 108 particles/cm3, p=0.036) of silica particles was significantly greater in specimens from contemporary miners compared to their historical counterparts. The concentration of silica particles was significantly greater when silica-type PMF, MDAP, silicotic nodules, or immature silicotic nodules were present (p<0.05). CONCLUSIONS: Exposure to respirable crystalline silica appears causal in the unexpected surge in severe disease in contemporary miners. Our findings underscore the importance of controlling workplace silica exposure in order to prevent the disabling and untreatable adverse health effects afflicting US coal miners. Primary Source of Funding: Alpha Foundation for the Improvement of Mine Safety and Health, Inc. |
Lung toxicity and gene expression changes in response to whole-body inhalation exposure to cellulose nanocrystal in rats.
Joseph P , Umbright CM , Roberts JR , Cumpston JL , Orandle MS , McKinney WG , Sager TM . Inhal Toxicol 2021 33 (2) 1-15 OBJECTIVE: Human exposure to cellulose nanocrystal (CNC) is possible during the production and/or use of products containing CNC. The objectives of the current study were to determine the lung toxicity of CNC and the underlying molecular mechanisms of the toxicity. METHODS: Rats were exposed to air or CNC (20 mg/m(3), six hours/day, 14 d) by whole-body inhalation and lung toxicity and global gene expression profile were determined. RESULTS: Significant increases in lactate dehydrogenase activity, pro-inflammatory cytokine levels, phagocyte oxidant production, and macrophage and neutrophil counts were detected in the bronchoalveolar lavage cells or fluid from the CNC exposed rats. Mild lung histological changes, such as the accumulation of macrophages and neutrophils, were detected in the CNC exposed rats. Gene expression profiling by next generation sequencing identified 531 genes whose expressions were significantly different in the lungs of the CNC exposed rats, compared with the controls. Bioinformatic analysis of the lung gene expression data identified significant enrichment in several biological functions and canonical pathways including those related to inflammation (cellular movement, immune cell trafficking, inflammatory diseases and response, respiratory disease, complement system, acute phase response, leukocyte extravasation signaling, granulocyte and agranulocyte adhesion and diapedesis, IL-10 signaling, and phagosome formation and maturation) and oxidative stress (NRF2-mediated oxidative stress response, production of nitric oxide and reactive oxygen species in macrophages, and free radical scavenging). CONCLUSION: Our data demonstrated that inhalation exposure of rats to CNC resulted in lung toxicity mediated mainly through the induction of inflammation and oxidative stress. |
Resolution of pulmonary inflammation induced by carbon nanotubes and fullerenes in mice: Role of macrophage polarization
Lim CS , Porter DW , Orandle MS , Green BJ , Barnes MA , Croston TL , Wolfarth MG , Battelli LA , Andrew ME , Beezhold DH , Siegel PD , Ma Q . Front Immunol 2020 11 1186 Pulmonary exposure to certain engineered nanomaterials (ENMs) causes chronic lesions like fibrosis and cancer in animal models as a result of unresolved inflammation. Resolution of inflammation involves the time-dependent biosynthesis of lipid mediators (LMs)-in particular, specialized pro-resolving mediators (SPMs). To understand how ENM-induced pulmonary inflammation is resolved, we analyzed the inflammatory and pro-resolving responses to fibrogenic multi-walled carbon nanotubes (MWCNTs, Mitsui-7) and low-toxicity fullerenes (fullerene C60, C60F). Pharyngeal aspiration of MWCNTs at 40 mug/mouse or C60F at a dose above 640 mug/mouse elicited pulmonary effects in B6C3F1 mice. Both ENMs stimulated acute inflammation, predominated by neutrophils, in the lung at day 1, which transitioned to histiocytic inflammation by day 7. By day 28, the lesion in MWCNT-exposed mice progressed to fibrotic granulomas, whereas it remained as alveolar histiocytosis in C60F-exposed mice. Flow cytometric profiling of whole lung lavage (WLL) cells revealed that neutrophil recruitment was the greatest at day 1 and declined to 36.6% of that level in MWCNT- and 16.8% in C60F-treated mice by day 7, and to basal levels by day 28, suggesting a rapid initiation phase and an extended resolution phase. Both ENMs induced high levels of proinflammatory leukotriene B4 (LTB4) and prostaglandin E2 (PGE2) with peaks at day 1, and high levels of SPMs resolvin D1 (RvD1) and E1 (RvE1) with peaks at day 7. MWCNTs and C60F induced time-dependent polarization of M1 macrophages with a peak at day 1 and subsequently of M2 macrophages with a peak at day 7 in the lung, accompanied by elevated levels of type 1 or type 2 cytokines, respectively. M1 macrophages exhibited preferential induction of arachidonate 5-lipoxygenase activating protein (ALOX5AP), whereas M2 macrophages had a high level expression of arachidonate 15-lipoxygenase (ALOX15). Polarization of macrophages in vitro differentially induced ALOX5AP in M1 macrophages or ALOX15 in M2 macrophages resulting in increased preferential biosynthesis of proinflammatory LMs or SPMs. MWCNTs increased the M1- or M2-specific production of LMs accordingly. These findings support a mechanism by which persistent ENM-induced neutrophilic inflammation is actively resolved through time-dependent polarization of macrophages and enhanced biosynthesis of specialized LMs via distinct ALOX pathways. |
Inhalation of Stachybotrys chartarum fragments induces pulmonary arterial remodeling
Croston TL , Lemons AR , Barnes MA , Goldsmith WT , Orandle MS , Nayak AP , Germolec DR , Green BJ , Beezhold DH . Am J Respir Cell Mol Biol 2019 62 (5) 563-576 Stachybotrys chartarum is a fungal contaminant within the built environment and a respiratory health concern in the United States. The objective of this study was to characterize the mechanisms influencing pulmonary immune responses to repeatedly inhaled S. chartarum. Groups of B6C3F1/N mice repeatedly inhaled viable trichothecene-producing S. chartarum conidia (Strain A or Strain B), heat-inactivated conidia, or HEPA-filtered air twice a week for 4 and 13 weeks. Strain A was found to produce higher amounts of respirable fragments compared to Strain B. Lung tissue, serum and bronchoalveolar lavage fluid (BALF) were collected at 24 and 48 hours following final exposure and processed for histology, flow cytometry, RNA, and proteomic analyses. At 4 weeks post-exposure, a Th2-mediated response was observed. After 13 weeks, a mixed T-cell response was observed following exposure to Strain A, compared to a Th2-mediated response following Strain B exposure. Following exposure, both strains induced pulmonary arterial remodeling at 13 weeks; however, Strain A-exposed mice progressed more quickly compared to Strain B-exposed mice. BALF was composed primarily of eosinophils, neutrophils, and macrophages. Both the immune response and the observed pulmonary arterial remodeling were supported by specific cellular, molecular, and proteomic profiles. The immunopathological responses occurred earlier in mice exposed to high fragment-producing Strain A. The rather striking induction of pulmonary remodeling by S. chartarum appears to be related to the presence of fungal fragments during exposure. |
Flavorings-related lung disease: A brief review and new mechanistic data
Hubbs AF , Kreiss K , Cummings KJ , Fluharty KL , O'Connell R , Cole A , Dodd TM , Clingerman SM , Flesher JR , Lee R , Pagel S , Battelli LA , Cumpston A , Jackson M , Kashon M , Orandle MS , Fedan JS , Sriram K . Toxicol Pathol 2019 47 (8) 192623319879906 Flavorings-related lung disease is a potentially disabling and sometimes fatal lung disease of workers making or using flavorings. First identified almost 20 years ago in microwave popcorn workers exposed to butter-flavoring vapors, flavorings-related lung disease remains a concern today. In some cases, workers develop bronchiolitis obliterans, a severe form of fixed airways disease. Affected workers have been reported in microwave popcorn, flavorings, and coffee production workplaces. Volatile alpha-dicarbonyl compounds, particularly diacetyl (2,3-butanedione) and 2,3-pentanedione, are implicated in the etiology. Published studies on diacetyl and 2,3-pentanedione document their ability to cause airway epithelial necrosis, damage biological molecules, and perturb protein homeostasis. With chronic exposure in rats, they produce airway fibrosis resembling bronchiolitis obliterans. To add to this knowledge, we recently evaluated airway toxicity of the 3-carbon alpha-dicarbonyl compound, methylglyoxal. Methylglyoxal inhalation causes epithelial necrosis at even lower concentrations than diacetyl. In addition, we investigated airway toxicity of mixtures of diacetyl, acetoin, and acetic acid, common volatiles in butter flavoring. At ratios comparable to workplace scenarios, the mixtures or diacetyl alone, but not acetic acid or acetoin, cause airway epithelial necrosis. These new findings add to existing data to implicate alpha-dicarbonyl compounds in airway injury and flavorings-related lung disease. |
A 21-day sub-acute, whole-body inhalation exposure to printer-emitted engineered nanoparticles in rats: Exploring pulmonary and systemic effects
Pirela SV , Bhattacharya K , Wang Y , Zhang Y , Wang G , Christophi CA , Godleski J , Thomas T , Qian Y , Orandle MS , Sisler JD , Bello D , Castranova V , Demokritou P . NanoImpact 2019 15 Engineered nanomaterials (ENMs) used in toners to improve their performance are released in the air during laser printer use. ENMs play an important catalytic role in the breakdown of the toner polymer and subsequent rearrangement of organic compounds as well as in the formation of reactive oxygen species (ROS). Cellular, animal, and human occupational exposure studies have shown that such printer-emitted particles (PEPs) induce inflammation, systemic oxidative stress, and genotoxicity, as well as, increase frequency of coughing, wheezing, and upper airway symptoms, raising concerns about their long-term impact on human health. No safety thresholds or regulatory guidelines currently exist for PEPs. In this study, Sprague-Dawley rats were exposed (by whole-body inhalation) to PEPs 5 h/day for up to 21 days using an exposure platform previously developed by the authors. The control group comprised of an equal number of rats exposed to high-efficiency particulate air (HEPA) filtered air. The PEPs had a mean particle diameter of approximately 45 nm, and a total particle number concentration ranging from 4 to 21 × 105 #/cm3. The maximum total volatile organic compound (tVOCs) concentration was 363.2 ± 162 ppb. The Multiple-Path Particle Dosimetry Model (MPPD) estimated the deposited fraction of PEPs to be around 7, 6 and 21% in the head, tracheobronchial (TB) and alveolar regions, respectively. Analysis of biochemical markers in the nasal and bronchoalveolar lavage fluids (NLF, BALF) of PEPs-exposed animals showed only mild oxidative stress and inflammation. No damage was detected in the histological and chemiluminescence analysis of lung and heart tissues of PEPs-exposed animals. Pro- and anti-inflammatory cytokines and chemokines, such as Interleukin (IL) 1β, IL-12, IL-18, MIP-1α, MIP-2, GRO/KC, and Fractalkine were found to be up-/down-regulated in NLF and BALF of the PEPs-exposed animals. Also, serum biomarkers of oxidative stress and inflammation, such as 8-isoprostane, 4-hydroxynonemal, and Leukotriene B4 were elevated in PEPs-exposed animals. In conclusion, following exposure to PEPs, there was modest lung injury and inflammation in the respiratory tract. Specifically, changes in expression of certain cytokines and chemokines, along with serum levels of 8-isoprostane, were the most significant adverse effects reported following exposure to PEPs. |
Mouse pulmonary response to dust from sawing Corian(R), a solid-surface composite material
Mandler WK , Qi C , Orandle MS , Sarkisian K , Mercer RR , Stefaniak AB , Knepp AK , Bowers LN , Battelli LA , Shaffer J , Friend SA , Qian Y , Sisler JD . J Toxicol Environ Health A 2019 82 (11) 1-19 Corian(R), a solid-surface composite (SSC), is composed of alumina trihydrate and acrylic polymer. The aim of the present study was to examine the pulmonary toxicity attributed to exposure to SSC sawing dust. Male mice were exposed to either phosphate buffer saline (PBS, control), 62.5, 125, 250, 500, or 1000 microg of SSC dust, or 1000 microg silica (positive control) via oropharyngeal aspiration. Body weights were measured for the duration of the study. Bronchoalveolar lavage fluid (BALF) and tissues were collected for analysis at 1 and 14 days post-exposure. Enhanced-darkfield and histopathologic analysis was performed to assess particle distribution and inflammatory responses. BALF cells and inflammatory cytokines were measured. The geometric mean diameter of SSC sawing dust following suspension in PBS was 1.25 microm. BALF analysis indicated that lactate dehydrogenase (LDH) activity, inflammatory cells, and pro-inflammatory cytokines were significantly elevated in the 500 and 1000 microg SSC exposure groups at days 1 and 14, suggesting that exposure to these concentrations of SSC induced inflammatory responses, in some cases to a greater degree than the silica positive control. Histopathology indicated the presence of acute alveolitis at all doses at day 1, which was largely resolved by day 14. Alveolar particle deposition and granulomatous mass formation were observed in all exposure groups at day 14. The SSC particles were poorly cleared, with 81% remaining at the end of the observation period. These findings demonstrate that SSC sawing dust exposure induces pulmonary inflammation and damage that warrants further investigation. Abbreviations: ANOVA: Analysis of Variance; ATH: Alumina Trihydrate; BALF: Bronchoalveolar Lavage Fluid; Dpg: Geometric Mean Diameter; FE-SEM: Field Emission Scanning Electron Microscopy; IACUC: Institutional Animal Care and Use Committee; IFN-gamma: Interferon Gamma; IL-1 Beta: Interleukin-1 Beta; IL-10: Interleukin-10; IL-12: Interleukin-12; IL-2: Interleukin-2; IL-4: Interleukin-4; IL-5: Interleukin-5; IL-6: Interleukin-6; KC/GRO: Neutrophil-Activating Protein 3; MMAD: Mass Median Aerodynamic Diameter; PBS: Phosphate-Buffered Saline; PEL: Permissible Exposure Limit; PM: Polymorphonuclear Leukocytes; PNOR: Particles Not Otherwise Regulated; SEM/EDX: Scanning Electron Microscope/Energy-Dispersive X-Ray; SSA: Specific Surface Area; SSC: Solid Surface Composite; TNFalpha: Tumor Necrosis Factor-Alpha; VOC: Volatile Organic Compounds; sigmag: Geometric Standard Deviation. |
Toxicological assessment of dust from sanding micronized copper-treated lumber in vivo
Sisler JD , Mandler WK , Shaffer J , Lee T , McKinney WG , Battelli LA , Orandle MS , Thomas TA , Castranova VC , Qi C , Porter DW , Andrew ME , Fedan JS , Mercer RR , Qian Y . J Hazard Mater 2019 373 630-639 Micronized copper azole (MCA) is a lumber treatment improve longevity. In this study, the in vivo response to PM2.5 sanding dust generated from MCA-treated lumber was compared to that of untreated yellow pine (UYP) or soluble copper azole-treated (CA-C) lumber to determine if the MCA was more bioactive than CA-C. Mice were exposed to doses (28, 140, or 280 mug/mouse) of UYP, MCA, or CA-C sanding dust using oropharyngeal aspiration. Bronchoalveolar lavage fluid (BALF) lactate dehydrogenase activity was increased at 1 day post-exposure to 280 mug/mouse of MCA and CA-C compared to UYP. BALF polymorphonuclear cells were increased by MCA and CA-C. There were increases in BALF cytokines in MCA and CA-C-exposed groups at 1 day post-exposure. Lung histopathology indicated inflammation with infiltration of neutrophils and macrophages. Pulmonary responses were more severe in MCA and CA-C-exposed groups at 1 day post-exposure. MCA caused more severe inflammatory responses than CA-C at 1 day post-exposure. These findings suggest that the MCA and CA-C sanding dusts are more bioactive than the UYP sanding dust, and, moreover, the MCA sanding dust is more bioactive in comparison to the CA-C sanding dust. No chronic toxic effects were observed among all observed sanding dusts. |
Sparse supervised classification methods predict and characterize nanomaterial exposures: Independent markers of MWCNT exposures
Yanamala N , Orandle MS , Kodali VK , Bishop L , Zeidler-Erdely PC , Roberts JR , Castranova V , Erdely A . Toxicol Pathol 2017 46 (1) 192623317730575 Recent experimental evidence indicates significant pulmonary toxicity of multiwalled carbon nanotubes (MWCNTs), such as inflammation, interstitial fibrosis, granuloma formation, and carcinogenicity. Although numerous studies explored the adverse potential of various CNTs, their comparability is often limited. This is due to differences in administered dose, physicochemical characteristics, exposure methods, and end points monitored. Here, we addressed the problem through sparse classification method, a supervised machine learning approach that can reduce the noise contained in redundant variables for discriminating among MWCNT-exposed and MWCNT-unexposed groups. A panel of proteins measured from bronchoalveolar lavage fluid (BAL) samples was used to predict exposure to various MWCNT and determine markers that are attributable to MWCNT exposure and toxicity in mice. Using sparse support vector machine-based classification technique, we identified a small subset of proteins clearly distinguishing each exposure. Macrophage-derived chemokine (MDC/CCL22), in particular, was associated with various MWCNT exposures and was independent of exposure method employed, that is, oropharyngeal aspiration versus inhalation exposure. Sustained expression of some of the selected protein markers identified also suggests their potential role in MWCNT-induced toxicity and proposes hypotheses for future mechanistic studies. Such approaches can be used more broadly for nanomaterial risk profiling studies to evaluate decisions related to dose/time-response relationships that could delineate experimental variables from exposure markers. |
Pulmonary toxicity of indium-tin oxide production facility particles in rats
Badding MA , Fix NR , Orandle MS , Barger MW , Dunnick KM , Cummings KJ , Leonard SS . J Appl Toxicol 2015 36 (4) 618-26 Indium-tin oxide (ITO) is used to make transparent conductive coatings for touch-screen and liquid crystal display electronics. Occupational exposures to potentially toxic particles generated during ITO production have increased in recent years as the demand for consumer electronics continues to rise. Previous studies have demonstrated cytotoxicity in vitro and animal models have shown pulmonary inflammation and injury in response to various indium-containing particles. In humans, pulmonary alveolar proteinosis (PAP) and fibrotic interstitial lung disease have been observed in ITO facility workers. However, which indium materials or specific processes in the workplace may be the most toxic to workers is unknown. Here we examined the pulmonary toxicity of three different particle samples that represent real-life worker exposures, as they were collected at various production stages throughout an ITO facility. Indium oxide (In2 O3 ), sintered ITO (SITO) and ventilation dust (VD) particles each caused pulmonary inflammation and damage in rats over a time course (1, 7 and 90 days post-intratracheal instillation), but SITO and VD appeared to induce greater toxicity in rat lungs than In2 O3 at a dose of 1 mg per rat. Downstream pathological changes such as PAP and fibrosis were observed in response to all three particles 90 days after treatment, with a trend towards greatest severity in animals exposed to VD when comparing animals that received the same dose. These findings may inform workplace exposure reduction efforts and provide a better understanding of the pathogenesis of an emerging occupational health issue. |
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