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Exposure to particle debris generated from passenger and truck tires induces different genotoxicity and inflammatory responses in the RAW 264.7 cell line
Authors: Anna Poma aff001; Giulia Vecchiotti aff001; Sabrina Colafarina aff001; Osvaldo Zarivi aff001; Lorenzo Arrizza aff002; Piero Di Carlo aff003; Alessandra Di Cola aff005
Authors place of work: Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy aff001; Center for Microscopy, University of L'Aquila, L'Aquila, Italy aff002; Department of Psychological, Health and Territorial Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy aff003; Center of Excellence on Aging and Translational Medicine—Ce.S.I.—Me.T., University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy aff004; Tun Abdul Razak Research Centre, Brickendonbury, Hertford, United Kingdom aff005
Published in the journal: PLoS ONE 14(9)
Category: Research Article
doi: https://doi.org/10.1371/journal.pone.0222044Summary
A number of studies have shown variable grades of cytotoxicity and genotoxicity in in vitro cell cultures, laboratory animals and humans when directly exposed to particle debris generated from tires. However, no study has compared the effects of particles generated from passenger tires with the effects of particles from truck tires. The aim of this study was to investigate and relate the cyto - and genotoxic effects of different types of particles (PP, passenger tire particles vs. TP, truck tire particles) in vitro using the phagocytic cell line RAW 264.7 (mouse leukaemic monocyte macrophage cell line). The viability of RAW 264.7 cells was determined by the 3 - (4,5-dimethylthiazol-2-yl) -5 - (3-carboxymethoxyphenyl) -2 - (4-sulfophenyl) -2H-tetrazolium (MTS) assay following exposure for 4, 24 and 48 hours to different particle concentrations (10 μg / ml, 25 μg / ml, 50 μg / ml, 100 μg / ml). The effects of particles of passenger and truck tires on cell proliferation and genotoxicity were evaluated by means of the cytokinesis-block micronucleus (CBMN) assay following exposure for 24 hours to different particle concentrations (10 μg / ml, 25 μg / ml, 50 μg / ml, 100 μg / ml). In MTS assay, after 24 hours, it was found that PP induced a 30% decrease in metabolic activity at a concentration of 10 μg/ml, while TP caused reductions of 20% and 10% at concentrations of 10 μg/ml and 50 μg/ml, respectively. At 48 hours after the treatments, we observed increased metabolic activity at 50 μg/ml and 100 μg/ml for the PP while only at 50 μg/ml for the TP. The CBMN assay showed a significant increase in the number of micronuclei in the cells incubated with PP in all experimental conditions, while the cells treated with TP showed a meaningful increase only at 10 μg /ml. We utilized the TNF-α ELISA mouse test to detect the production of tumour necrosis factor-alpha (TNF-α) in RAW 264.7 cells. The effect of passenger and truck particles on TNF-α release was evaluated following exposure for 4 and 24 hours.
After 4 hours of incubation, the cells treated with PP and TP at 100 μg / ml showed a slight but significant increase in TNF-α release, while there was a significant increase in the release of TNF-α after 24 hours of incubation with both tire samples in the cells treated with 50 and 100 μg / ml PP. The data obtained show a higher cytotoxic, clastogenic/genotoxic and inflammatory effects of passenger compared to the truck tire particles.
Keywords:
Biology and life sciences – Physical sciences – Chemistry – Research and analysis methods – Developmental biology – Medicine and health sciences – Microbiology – Pathology and laboratory medicine – Polymer chemistry – Macromolecules – Polymers – Materials science – materials – Physiology – Diagnostic medicine – Signs and symptoms – immunology – immune system – Innate immune system – Cytokines – Immune response – inflammation – Immune physiology – Molecular development – Chemical elements – Ecology and environmental sciences – Pollution – Biological cultures – Cell cultures – Bioassays and physiological analysis – Biochemical analysis – Colorimetric assays – Enzyme assays – Elastomers – Rubber – Zinc – Protozoology – Micronuclei – MTS assay – Air pollution
Introduction
Air pollution is one of the most urgent environmental problems affecting human health. In recent decades, several studies have been conducted on air pollution and its direct and indirect consequences on human health and ecosystems.
In addition to such well-known air pollutants as ozone, sulfur oxides, nitrogen oxides, and volatile organic compounds (VOC), atmospheric particulate matter (PM) is a notable air pollutant. PM refers to all small microscopic liquid or solid particles suspended in the air with diameters between 3 nm and 30 μm, while particles with larger diameters (>30 μm) tend to deposit on the ground by gravity and are therefore no longer suspended in the atmosphere. The problem of the negative impact that the various constituents of atmospheric particulate have on human health is an increasingly researched topic. Specific epidemiological studies have indicated a link between high concentrations of atmospheric particles and increased admissions into hospitals and mortality rates, thereby demonstrating the negative effects on human health of short - and long-term exposure to environmental PM [1,2]. The adverse health effects of airborne particles include respiratory morbidity, which is manifested by reduced pulmonary function, cardiovascular morbidity, cancer, and death [3].
In this regard, it must be considered that one of the most significant contributors to atmospheric PM is car traffic, especially in urban areas; in fact, road traffic contributes more than 80% of the city's breathable PM10 [4].
It is common to consider vehicular traffic as a source of environmental pollution due to the release of such pollutants as hydrocarbons, nitrogen oxide, carbon, and all of the combustion exhausts released into the atmosphere; however, road vehicles are actually a more complex source of pollutants. It is imperative to consider that in addition to emissions from engine exhaust, dusts derived from tire wear are responsible for such health problems as asthma, allergies and cardiovascular problems.
The scientific community is increasingly interested in quantifying the influence that this component of the air we breathe every day, that is, tire particulates, exerts on environmental pollution.
We can introduce the concept of genotoxic risk associated with the emission of rubber powders from the rubber manufacturing industry [5]; the genotoxic risk associated with rubber is strongly influenced by the composition of the mixtures used (rubber formulation) and by the type of material processing. Therefore, in vitro studies were conducted to evaluate chromosomal damage, such as chromosomal aberrations and micronuclei frequency, on the DNA of exposed individuals. In particular, one study showed an increase in chromosomal aberration as an index of genotoxicity in exposed tire workers [6].
Based on this information, the effects of tire-wear-generated rubber particles on human health are being increasingly investigated.
Studies have been conducted in Japan that have allowed the volume of dust emitted per tire to be calculated. Taking into account the assumptions that the average life of a tire is approximately five years and because the depth of a tread differs from tire to tire, to estimate the wear, it was observed that in a five-year period, a total of 8.736.227 m3 (1.747.245 m3 per year) of rubber powder is produced from a single tire [7].
The typical values of material emission from cars tires fall within a range between 10 mg / km and 90 mg / km, but only approximately 4 or 6 mg / km are found as components of the atmospheric particulate. This finding suggests that generally between 1% and 15% of the tire wear material is emitted as atmospheric PM10, while the remaining percentage is deposited onto the road surface Inizio modulo[8–9].
The general components of tires (which can vary from vehicle to vehicle) consists of a great variety of tire rubbers, including natural rubbers, butadiene rubber, SBR styrene rubber, neoprene rubber, isoprene and polysulfide, to which vulcanizing agents are added. Sulfur, tiazol, sulfenamide, selenium, tellurium, organic peroxides, nitrocompounds, and azocomposites are aimed at improving durability in terms of good state of the rubber, while zinc, calcium, lead, magnesium oxides and sulfur compounds are added as accelerators of the vulcanization process.
Natural rubber (NR) is a material mainly composed of cis-polyisoprene [(C5H8)n]. NR is collected as liquid latex from tapped rubber trees before undergoing processing; among the curing components, it is worth noting mercaptobenzothiazole, an organosulfur compound. Studies have identified this compound as a potential human carcinogen [10,11]. This compound becomes air-borne as a result of wear on car tires, and it can be inhaled [12].
Generally, in tires, the percentage of zinc oxide is 1.2% of the total composition with some variations according to the type of tire; a significant fraction of Zn is released in soil from the rubber matrix within 1 year, even if the increase in soil pH limits the mobilization of Zn [13]. In the mixture of natural and synthetic rubber, we also found micro carbon particles (BC) with diameters between 3 and 500 nm as a rubber reinforcing compound. Apart from the added chemicals that represent a clear health risk, the row material NR latex, itself being a natural product, is well known to be the causal agent for latex allergy. NR latex allergy can be common among health and rubber workers, but according to studies conducted on individuals living near busy roads, there may be a link between tire dust and allergic reactions, cases of rhinitis, conjunctivitis, urticaria, and bronchial asthma [14].
Various metals have been found in the rubber mixture, the quantity of which clearly varies according to the type of tire and the manufacturer [15].
The tire PM in question has been classified on the basis of the dimension, i.e., on the basis of the aerodynamic diameter of the particles, and some early studies defined a mean diameter of tire wear particles of approximately 20 μm, with few reaching a diameter of less than 3 μm [16]. Other studies have shown that PM also have emission particles smaller than 3 μm in diameter [17]. Current research focuses on the impact on human health by assessing their potential cytotoxic and genotoxic effects and as promoters of inflammation to determine whether small particles (10 μm aerodynamic diameter) are able to enter the respiratory tract. The differences in PM size are due to the mechanism that leads to PM production, i.e., the thermal degradation of the polymer of the tire and the volatilization of the extension oils together with the subsequent condensation of material essentially leads to the emission of ultrafine particles, while normal mechanical wear leads to the emission of larger particles [16]. Because rubber dust particles do not dissolve easily in water, once they are absorbed into the human body, they accumulate and hence affect human health. The coarse particles (2.5–10 μm) appear to correlate to acute respiratory symptoms and therefore to a greater release of inflammatory cytokines following inhalation, while those defined as fine (0.1–2.5 μm) and ultrafine (less than 0.1 μm) could have a role in the long-term effect on the respiratory and cardiovascular system.
Interestingly, it was observed that not only the size of the PM but also the qualitative properties, such as shape and chemical composition, influence the ability of the particles to induce toxicity and an inflammatory response on exposed subjects [18]. The coarse particles generated by a road simulator mimicked the effect of the wear of tires when in contact with two different types of road pavement. It was shown that it was possible to estimate the release of inflammatory cytokines IL-6, IL-8, IL-10 and TNFα in the culture medium by the human macrophages exposed to wear particles generated from studded tires and pavement [19]. Additionally, the type of tire certainly influences the level of wear and therefore the amount of PM10 particles produced; another parameter that influences the phenomenon of wear and tear is weather; in fact, the greatest wear and tear emissions are found in the winter dry season and in spring [20–21].The information on the chemical composition of the tread emissions was already provided by studies dating back to the 1990s, such as the research by Rogge et al. 1993 [22]. These studies first suggested that tires, despite being considered primarily a source of organic compounds, consist of approximately 13% inorganic material, which is derived from the various dyeing agents, accelerators and other constituent additives. Research has identified suchInizio modulo metals as Al, Ca, Cu, Fe, Ti, Zn [23], and more recent studies have found the presence of other metals in tire wear debris contributing to airborne metal loads, including Mn, Fe, Co, Ni, Cu, Cd and Pb [24].
However, since there are different sources for the latter elements related to road traffic, the use of these elements as potential indicators for tire wear is still not broad. Zinc and organic zinc represent approximately 1% by weight of the material from which the tire tread is made [25,26], and their release with tire wear has been recognized as a significant source of Zn in the environment. Zn represents a good indicator of wear particles of tires and, with the exception of vehicle engine oil, tires represent the only significant contribution of organic zinc in airborne particles, as it is generally found in the mixture of the tire's formulations as an accelerator; however, the chemical composition of the tire wear particles is also influenced by the interaction of the tire with the road surface during the abrasion phenomenon due to the heat and friction occurring during the process, as well as the incorporation of material from the road surface that will blend with the wear particles, thereby forming particles with different mineral contents depending on the type of flooring [23].
The aim of this work was to evaluate the cytotoxic, genotoxic effect and the induction of the inflammatory response by tires rubber particles (PP and TP) using the murine alveolar macrophage cell line RAW 264.7 to evaluate the environmental risk linked to tire wear particulate exposure. In this regard, the cyto-genotoxic potential of the tire particles was assessed by exposing the RAW 264.7 macrophage cell line to different PP and TP concentrations in the culture medium; following the treatment, we evaluated the viability and metabolic activity of the cells by the MTS assay test of cell proliferation. To estimate the genotoxic potential, we used the CBMN assay. To study the inflammatory response induction, we determined the TNFα released by the treated cells into the culture medium.
An eight-stage Anderson cascade impactor [27] with a pre separator stage to eliminate particles with aerodynamic diameter >10 μm was used to collect the tire particulates, and we carried out morphological analysis through scanning electron microscopy (SEM). The results obtained were associated with the microanalysis of the tire particles to obtain a chemical and semiquantitative characterization of the single elements that make up the rubber tire particles.
Materials and methods
Preparation of the tire rubber sample
For our study, we used a rubber sample from the fragmentation of passenger and truck tires. The tire samples were obtained from the "Tun Abdul Razak Research Centre (TARRC) UK" research centre artificially, re-proposing the phenomenon of abrasion between the tire and a road simulator track. “Passenger” tires are usually the most economical tires available on the market and do not guarantee long-lasting tread life of the tire itself, which rather quickly leads to wear. The “truck” tires are generally used on off-road surfaces and guarantee a better road holding.
To obtain tire dust, we used Tissuelyser II (Qiagen) and Andersen Impactor, which allowed us to select particles under 10 μm. Before fragmenting the rubber, the samples were frozen for 24 hours at -80°C in an Eppendorf tube. The next day inside the tubes, two tungsten beads were added, and the tubes were centrifuged in three cycles of 2 min each at a frequency of 25 Hz. This first operation allowed us to obtain a finely and homogeneously particulate rubber composed of particles of different sizes, with most of them being smaller than or equal to 10 μm.
After pulverizing the sample, we sieved it through the Andersen Impactor to select the particles according to their size. An eight-stage Andersen cascade impactor [27] with a preseparator stage to eliminate particles with aerodynamic diameters >10 μm was used to collect the particulate.
The Andersen impactor can be ideally related to the human respiratory system which, in turn, can be regarded as a PM dimensional classifier where only the finest, dangerous particles are able to pass the upper filtering districts and reach the alveolar region.
The operation of fractioning to the impactor was then repeated further by inserting an adhesive stab at the first stage. Through this stab, we recovered a small amount of rubber that was analysed by SEM for the rubber particle morphological analysis and microanalysis of the metallic content of our samples.
Cell culture
The in vitro toxicological study was conducted in a phagocytic cell line murine, RAW 264.7 (mouse leukaemic monocyte macrophage cell line, cultures from ECACC (European Collection of Authenticated Cell Cultures) supplied by Sigma 85062803).
The macrophage cell line was grown in Dulbecco's modified Eagle's medium supplemented with 10% fetal bovine serum, 2 mM L-glutamine, penicillin (100 UI/ml) and streptomycin (100 μg/ml) and maintained at 37°C in a humidified atmosphere (95%) under 5% CO2. Cells were seeded at approximately 10,000 cells/cm2 and passaged every 3±4 days as necessary; they were finally removed from the plates with 0.05% trypsin-0.02% EDTA solution (all cell material was purchased from Sigma-Aldrich).
Evaluation of the viability and metabolic activity: MTS Test
The viability of RAW 264.7 cells was determined by the MTS assay using a CellTiter Cell Proliferation Test Kit (Promega, Madison, MI, USA). The analysis was performed according to the manufacturer's protocol. The effect of passenger and truck tires on cell proliferation was assessed following exposure for 4, 24 and 48 hours at different concentrations (10 μg/ml, 25 μg/ml, 50 μg/ml, 100 μg/ml). Cells were seeded at 5,000 cells/cm2 and after 24 hours treated with different concentrations of rubber powder (10 μg/ml, 25 μg/ml, 50 μg/ml, 100 μg/ml) at the established times in a humidified incubator in a controlled atmosphere (5% CO2, 80% humidity, 37°C). Prior to cell treatment, rubber particle suspensions were subjected to 20 minutes in an ultrasonic bath to improve the homogeneous dispersion of the particles in the medium. Each experimental condition represents a technical triplicate, data refer to the mean and standard deviation of three independent experiments. Adequate positive controls (cells treated with 0.1% Triton-X-100) were performed with each series of experiments (4, 24 and 48 hours). Cell culture absorbance was measured at 490 nm, and cell proliferation was evaluated [28].
The supernatants stored at -80°C will be used for the subsequent TNFα analysis.
Evaluation of the inflammatory response: TNF-α test
To detect a potential increase in the level of TNF-α in RAW 264.7 cells, we utilized the ELISA Mouse Kit (Thermo Scientific). The effect of passenger and truck tires on TNF-α release was evaluated after exposure to different concentrations (10 μg/ml, 25 μg/ml, 50 μg/ml, 100 μg/ml) for 4 and 24 hours. The supernatants obtained from the MTS test were used to measure the presence of TNF-α. We collected cell culture supernatants, centrifuged them at 1000 x g for 10 min to remove cell debris and particles, and stored them at -80°C. Adequate positive controls (cells treated with 0.1 μg/ml lipolysaccharide, LPS) were performed with each series of experiments (4 and 24 hours). We assayed TNF-α release in the supernatants using an ELISA kit according to the manufacturer’s instructions. The absorbance was read at 450 nm using a 96-well plate reader. The amount of TNF-α is determined by extrapolating OD values to TNFα concentrations using the standard curve (0–2500 pg/ml).
Cytokinesis-block micronucleus (CBMN) assay
CBMN was carried out with slight modifications according to the protocol of Fenech [29] and OECD guidelines [30]. The cell line RAW 264.7 was seeded in each flask with 2.5 x 105 cells/flask, and after 24 hours of culture, the cells were exposed to different concentrations (10 μg/ml, 25 μg/ml, 50 μg/ml, 100 μg/ml) of passenger and truck tires for 48 hours. Colchicine was used as a positive control at 5 μg/ml at the same treatment time. Cytochalasin B no later than 20 hours after stimulation by passenger and truck tires was added to cell cultures at a final concentration of 3 μg/ml.
Cells were harvested after additional 24 hours and centrifuged for 8 minutes at 1100 rpm; next, the supernatant was removed, and cells treated 1 min with 0.075 M KCl hypotonic solution. The cells were washed in PBS, resuspended (approximately 5 x 106 cells/ml) and spread onto glass slides (20 μl of cell suspension per slide). After air-drying, the cells were fixed twice with methanol/glacial acetic acid (6 : 1) for 10 min and stained with 5% Giemsa solution for 5 min. All procedures were conducted at room temperature. After washing with distilled water, the slides were rapidly dried in xylene and mounted with Canadian balsam. By using a Leitz light microscope at 400x and 1000x magnification and following the criteria of Fenech [29] guidelines, 1000 binucleated cells were analysed for each treatment. Three biological replicates for each sample were used for CBMN analysis with three technical replicates (slides) each.
For each experimental condition, we calculated the Cytokinesis Block Proliferation Index (CBPI), to determine the frequency of mononuclear cells, bi - and multinucleated, using the following formula: [(N° mononucleated cells) + (2 x N° binucleated cells) + (3 x N° multinucleated cells)] / (total number of cells).
Analysis of the tire rubber particles by SEM
For the morphological analysis and the microanalysis of the truck and passenger rubber particles, we used the SEM Zeiss Gemini 500 equipped with EDS (Energy Dispersive Spectroscopy) Oxford Inca Energy 250. The purpose of EDS microanalysis is to provide specific information on the composition of the sample elements.
We inserted a carbon tape in the zero stage of the impactor to recover sufficient quantities of truck and passenger tires. The carbon tape was mounted onto an SEM stub and then coated with a thin gold film by sputtering method. The SEM observations were carried out at different magnifications, and morphological analysis of the particles was performed simultaneously to obtain the EDS microanalysis of selected particles.
Statistical analysis
Student's t test (unpaired) was applied for the statistical analysis of the data obtained from the tests to verify if the mean value of the treated conditions differs significantly from a reference value (control). For statistically significant values, * = p <0.05; ** = p <0.005; *** = p <0.0005.
The error bars represent the standard error of the mean. The data were analysed using the GraphPad Prism software, version 6.0 (© 1995–2015 GraphPad Software, Inc.). Three independent experiments have been performed for all assays applied.
Results
MTS assay
The cytotoxicity of the passenger and truck rubber particles was measured by the MTS assay cell viability test, which evaluates the metabolic activation of cultured cells, RAW 264.7, after treatment at different concentrations.
The test determines whether cells increase their metabolic activity, measuring the reduction of MTS by a formazan soluble in the culture medium, as MTS reduction occurs only in viable and metabolically active cells. Compared to control cells, the data show a slight effect is noticeable with the passenger rubber particle treatment at 25 μg/ml, which induces a visible reduction in cell viability, while the truck rubber particles induce a slight increase in absorbance at 100 μg/ml. After 24 hours, the absorbance values indicate that the passenger rubber particles at 10 μg/ml induce a significant decrease of the metabolic activity equal to 22%, while the truck particles cause a reduction of 20% and 8% at concentrations of 10 μg/ml and 50 μg/ml, respectively.
At 48 hours after the treatments, we observed a significant increase in metabolic activity with 50 μg/ml and 100 μg/ml of the passenger tire particle treatment and at 50 μg/ml for the truck particles (Fig 1).
Fig. 1. MTS test in RAW 264.7 cells.
The effects of passenger (A) and truck (B) tires on cell proliferation were evaluated following exposures for 4, 24, 48 hours and compared to untreated cells. Triton-X-100 0.1% was used as a positive control. Significance values were determined according to Student’s t-test: * = p <0.05; ** = p <0.005; *** = p <0.0005; error bars represent the standard error of the mean.
We can speculate that the observed viability trend, decreasing first after 24 hours treatment and increasing after 48 hours in both PP and TP treatments, may be observed because the cells first absorb and then act as macrophages. These results obtained with macrophagic in vitro cultured cells agree with the in vivo behaviour of alveolar macrophages, which, when in contact with a stimulus such as dust or bacteria are able to switch from an inactive to an active state [31]. Triton-X-100 0.1% was used as a positive control and it induced a significant viability decrease after 24 and 48 hours treatment in both PP and TP treatments (Fig 1). PM10 (coarse) airborne particulate matter reduced cell proliferation in RAW 264.7 cells as assessed by the MTT method [32] and it can be considered as a positive reference control in this work for particle uptake.
Tests of micronuclei with block of cytodieresis with cytochalasin B “CBMN”
From the data obtained from the micronucleus test, we calculated the CBPI index "Cytokinesis Block Proliferation Index" to evaluate the cellular proliferation progression and therefore the cytostatic and cytotoxic effects followed by the different rubber particle treatments.
Compared to the control condition, the CBPI obtained from the cells incubated with the passenger particles increased in all experimental conditions, while in the cells treated with the truck tire particles, there was a slight but significant increase (p <0.027) only at 10 μg/ml.
Regarding the induction of micronuclei (BNMN), we observed a significant increase in the formation of micronuclei at all concentrations of rubber powder, both in the cells treated with the passenger and in those treated with the truck (Fig 2).
Fig. 2. Micronuclei (BNMN) and CBPI index expression in the RAW 264.7 cells treated with particles from passenger tires and truck tires.
TNFα assay
The results show that the base level of TNFα in control cells after 4 and 24 hours of incubation is approximately 190 pg/ml. Data after 4 hours of incubation, for both passenger and truck particles, show a slight but significant increase in TNFα release compared to the control: at 100 μg/ml for the cells treated with passenger particles and at 25 and 100 μg/ml for the truck particles. A rather different result was obtained after 24 hours of incubation with both tire particle samples: we found a significant increase in the release of TNFα, in the cells treated with the 25, 50 and 100 μg/ml passenger tire particles with 200, 970 and 1142 pg/ml of released TNFα, respectively (Fig 3A). Regarding the treatment with the truck tire particles, the cytokine release was statistically significant at all concentrations. (Fig 3B).
Fig. 3. TNFα release in RAW 264.7 cells.
The effects of passenger (A) and truck (B) tires on TNFα release were evaluated following exposure for 4 and 24 hours and compared to untreated cells. LPS (100 ng/ml) was used as a positive control. Significance values were determined according to Student’s t-test: * = p<0.05; ** = p<0.005; *** = p<0.0005; error bars represent the standard error of the mean.
We can also notice that at 24 hours how the truck particles compared to the passengers activate the macrophages already from the lowest concentration (10 μg/ml). In terms of the concentration of pro-inflammatory cytokines, we observed a greater release in the passenger, whereas truck particles showed a lower but early release that remained steadily low, even at higher concentrations of tire particles.
Interestingly, truck tire particles do not lead to the same toxic level effects that we have recorded for the passenger tires; this finding suggests that the higher percentage of natural rubber in truck tire formulations may be critical in reducing the toxic effects otherwise observed with the passenger tires. These findings, taken together, may have a significant positive impact on the natural rubber industry.
Analysis of the rubber particles by SEM scanning electron microscopy
Passenger and truck particle samples were observed with SEM scanning electron microscopy equipped with EDS for elemental analysis.
We focused on some significant particle samples recovered at the first stage of the impactor, of which we report the morphology images to verify their dimensions.
(Fig 4A and 4B) shows passenger and truck particles, respectively. At the morphological level, it is possible to notice a more coarse structure for the passenger particles (approximately 10–20 μm), while the truck particles appear to be larger than they actually are (approximately 1–2 μm) due to a strong tendency towards greater aggregation. In this regard, the truck tire particles are more friable than the passenger tire particles.
Fig. 4. Scanning electron microscopy (SEM).
Analysis of passenger (A) and truck (B) particles and the related spectrum of the microanalysis with EDS. (C) Comparison of EDS spectra of passenger and truck tire particles.
In addition to the morphological study, a compositional analysis was carried out using the EDS analysis to obtain an emission spectrum for particles (Fig 4A and 4B). In both spectrum particles (Fig 4C), different peaks corresponding to carbon and silica followed by oxygen may be observed; traces of sodium, magnesium, aluminium, calcium and iron are also present.
The most important difference between the truck and passenger spectra is the presence of sulfur and traces of zinc in passenger and truck tire particles, respectively.
The presence of gold in both passenger and truck tire particles is due to the metallization in sample preparation.
Discussion
In this study, we approached the problem of the potential genotoxic, cytotoxic and pro-inflammatory effects of the particles produced as a result of tire wear, leading us to understand how these particles may become environmental pollutants of atmospheric aerosols. In previous studies, it has been observed that not only the size of the PM but also the qualitative properties, such as shape and chemical composition, influence the ability of tire rubber particles to induce an inflammatory response in exposed human subjects and cultured macrophages. Tire particles may exert harmful effects on health and/or the environment, attributable to the various components of the rubber used for the production of tires, to metals found in formulation mixtures that come into contact with our respiratory system or are deposited primarily onto the road surface [7–8, 18–20]. In this work, we have been able to see that both types of rubber particles (passenger and truck) have a biological effect in vitro estimated by the induction of genotoxicity, inflammatory response and cytotoxicity. From the statistically significant results obtained with both samples of rubber particles it is possible to notice that the passengers particles have induced higher production of proinflammatory cytokine (TNFα release), genotoxic/clastogenic response (BNMN formation) and activation of macrophages in MTS test. Genotoxic potential may be associated with chemical components: passenger particles consists mainly of synthetic polymers (about 30%) such as butadiene, halogenated polyisobutadiene and mercaptobenzothiazole, the latter identified as a potential human carcinogen. On the contrary the main component of the truck tires is natural rubber (34%), the main component of which is cis-polyisoprene, collected as latex from rubber trees (Hevea brasiliensis). Moreover truck tires generally contain more natural rubber and less carbon black than passenger car tires; carbon black is a major component of inhalable particulate matter directly emitted from the combustion of fossil fuels [33], and it is thought to mediate many of the adverse health effects reported in epidemiological studies to be associated with PM [34]. Passenger particles induced a genotoxic effect evidenced by micronuclei which increased at all concentrations while truck particles at the same concentration values showed a lower genotoxic response in terms of micronuclei induction.
In the tests that we carried out, there is no dose dependent response. The size and the chemical composition of particles are determinant for the cytotoxic, inflammatory and genotoxic activity in alveolar macrophages cell line. At the particles morphological level, it is possible to notice coarse structure for the passenger particles (approximately 10μm) while the truck particles appear to be larger due to a strong tendency towards aggregation which could be the reason of the not dose dependent effect observed, in particular at the concentrations of 50 and/or 100 μg/ml. In general the state of aggregation and the surface area of passenger and truck particles can change once they are introduced into the biological media as a result of surface-tension-mediated disaggregation of electrostatically or loosely agglomerated particulates.
The problem of environmental pollution due to wear particles is becoming increasingly urgent, and the most appropriate choice would be to reduce traffic and channel the technological development of ecological tires, improving tire composition and reducing wear and tear, which can contribute to lower emissions. Regarding the problem of lifting rubber dust deposited on the road surface, urban road washing has been demonstrated to reduce the impact on human health. It is also advisable to check environmental and health risk related to the exposure of tire wear particles by validated tests (i.e.OECD guidelines) aimed at accurately establishing the tire wear particles cytotoxic and genotoxic potential.
Supporting information
S1 File [pdf]
Data MTS passenger.S2 File [pdf]
Data MTS truck.S3 File [bnmn]
Micronuclei passenger.S4 File [bnmn]
Micronuclei truck.S5 File [pdf]
TNF-alpha data passenger.S6 File [pdf]
TNF-alpha data truck.
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- Protective effect of lactobacillus plantarum on alcoholic liver injury and regulating of keap-Nrf2-ARE signaling pathway in zebrafish larvae
- Koopman Mode Analysis of agent-based models of logistics processes
- Empirical mode decomposition based long short-term memory neural network forecasting model for the short-term metro passenger flow
- Male sexual dysfunction in obesity: The role of sex hormones and small fibre neuropathy
- Multi-agent reinforcement learning with approximate model learning for competitive games
- Identification of olfactory genes and functional analysis of BminCSP and BminOBP21 in Bactrocera minax
- The use of urinary fluoride excretion to facilitate monitoring fluoride intake: A systematic scoping review
- Development of a family caregiver needs-assessment scale for end-of-life care for senility at home (FADE)
- Epidemiology of pneumonia in the pre-pneumococcal conjugate vaccine era in children 2-59 months of age, in Ulaanbaatar, Mongolia, 2015-2016
- H-EM: An algorithm for simultaneous cell diameter and intensity quantification in low-resolution imaging cytometry
- Public expenditure on Non-Communicable Diseases & Injuries in India: A budget-based analysis
- Doxorubicin induces trans-differentiation and MMP1 expression in cardiac fibroblasts via cell death-independent pathways
- uORF-Tools—Workflow for the determination of translation-regulatory upstream open reading frames
- Comparative analysis of postural control and vertical jump performance between three different measurement devices
- Hierarchical multi-view aggregation network for sensor-based human activity recognition
- Clavien–Dindo classification for grading complications after total pharyngolaryngectomy and free jejunum transfer
- Significantly different expression levels of microRNAs associated with vascular invasion in hepatocellular carcinoma and their prognostic significance after surgical resection
- Clinical correlates of workplace injury occurrence and recurrence in adults
- Medicine and the media: Medical experts’ problems and solutions while working with journalists
- Phylogenic classification and virulence genes profiles of uropathogenic E. coli and diarrhegenic E. coli strains isolated from community acquired infections
- Genetic relatedness in carbapenem-resistant isolates from clinical specimens in Ghana using ERIC-PCR technique
- Forest resilience under global environmental change: Do we have the information we need? A systematic review
- Improving the production of podophyllotoxin in hairy roots of Hyptis suaveolens induced from regenerated plantlets
- Controls on planktonic foraminifera apparent calcification depths for the northern equatorial Indian Ocean
- Notch and Delta are required for survival of the germline stem cell lineage in testes of Drosophila melanogaster
- Children with HIV: A scoping review of auditory processing skills
- Correction: Two distinct actin waves correlated with turns-and-runs of crawling microglia
- Expression of Concern: Neurotoxicity Induced by Bupivacaine via T-Type Calcium Channels in SH-SY5Y Cells
- Sex-dependent and -independent transcriptional changes during haploid phase gametogenesis in the sugar kelp Saccharina latissima
- Vehicle modeling for the analysis of the response of detectors based on inductive loops
- New Mycobacteroides abscessus subsp. massiliense strains with recombinant hsp65 gene laterally transferred from Mycobacteroides abscessus subsp. abscessus: Potential for misidentification of M. abscessus strains with the hsp65-based method
- A prognostic Bayesian network that makes personalized predictions of poor prognostic outcome post resection of pancreatic ductal adenocarcinoma
- Impact of care provider network characteristics on patient outcomes: Usage of social network analysis and a multi-scale community detection
- Valid group comparisons can be made with the Patient Health Questionnaire (PHQ-9): A measurement invariance study across groups by demographic characteristics
- Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis
- Upgraded molecular models of the human KCNQ1 potassium channel
- Mental health and quality of life outcomes in family members of patients with chronic critical illness admitted to the intensive care units of two Brazilian hospitals serving the extremes of the socioeconomic spectrum
- Correction: Secretome profiling of PC3/nKR cells, a novel highly migrating prostate cancer subline derived from PC3 cells
- The extraordinary osteology and functional morphology of the limbs in Palorchestidae, a family of strange extinct marsupial giants
- Primary hyperhidrosis prevalence and characteristics among medical students in Rio de Janeiro
- Implementation of home blood pressure monitoring among French GPs: A long and winding road
- In vitro and molecular chemosensitivity in human cholangiocarcinoma tissues
- Saiga horn user characteristics, motivations, and purchasing behaviour in Singapore
- The health and cost burden of antibiotic resistant and susceptible Escherichia coli bacteraemia in the English hospital setting: A national retrospective cohort study
- Retraction: Comprehensive Comparison of Three Different Immunosuppressive Regimens for Liver Transplant Patients with Hepatocellular Carcinoma: Steroid-Free Immunosuppression, Induction Immunosuppression and Standard Immunosuppression
- Can acute suicidality be predicted by Instagram data? Results from qualitative and quantitative language analyses
- Computational and experimental analysis of the glycophosphatidylinositol-anchored proteome of the human parasitic nematode Brugia malayi
- Antibacterial activity of silver nanoparticles of different particle size against Vibrio Natriegens
- Genetic variations associated with response to dutasteride in the treatment of male subjects with androgenetic alopecia
- To eat or not to eat: Reward delay impulsivity in children with loss of control eating, attention deficit / hyperactivity disorder, a double diagnosis, and healthy children
- Factors associated with newborn care knowledge and practices in the upper Himalayas
- Correction: A more physiological approach to lipid metabolism alterations in cancer: CRC-like organoids assessment
- Correlates of concurrent partnerships and patterns of condom use among men who have sex with men and transgender women in Peru
- Ocular and systemic risk factors associated with recurrent disc hemorrhage in primary open-angle glaucoma
- Development of a denoising convolutional neural network-based algorithm for metal artifact reduction in digital tomosynthesis for arthroplasty: A phantom study
- Low-level sensory processes play a more crucial role than high-level cognitive ones in the size-weight illusion
- The prevalence of asthma and allergic rhinitis in Nigeria: A nationwide survey among children, adolescents and adults
- Retraction: Human Cystathionine-β-Synthase Phosphorylation on Serine227 Modulates Hydrogen Sulfide Production in Human Urothelium
- Which clinical and biochemical predictors should be used to screen for diabetes in patients with serious mental illness receiving antipsychotic medication? A large observational study
- Characteristics of diabetic macular edema patients refractory to anti-VEGF treatments and a dexamethasone implant
- Correction: Effects of dietary n-6: n-3 polyunsaturated fatty acid ratios on meat quality, carcass characteristics, tissue fatty acid profiles, and expression of lipogenic genes in growing goats
- Speckle tracking derived reference values of myocardial deformation and impact of cardiovascular risk factors – Results from the population-based STAAB cohort study
- Impact of pterygium on the ocular surface and meibomian glands
- Lack of association between hypothyroxinemia of prematurity and transient thyroid abnormalities with adverse long term neurodevelopmental outcome in very low birth weight infants
- Transcriptome divergence during leaf development in two contrasting switchgrass (Panicum virgatum L.) cultivars
- Study on Dalfampridine in the treatment of Multiple Sclerosis Mobility Disability: A meta-analysis
- Circulating progenitor cells and the expression of Cxcl12, Cxcr4 and angiopoietin-like 4 during wound healing in the murine ear
- EUSKOR: End-to-end coreference resolution system for Basque
- Inactivating pathogenic bacteria in greywater by biosynthesized Cu/Zn nanoparticles from secondary metabolite of Aspergillus iizukae; optimization, mechanism and techno economic analysis
- Exopolysaccharide producing rhizobacteria and their impact on growth and drought tolerance of wheat grown under rainfed conditions
- Structural equation modeling for hypertension and type 2 diabetes based on multiple SNPs and multiple phenotypes
- Correction: Association between ultraviolet radiation exposure dose and cataract in Han people living in China and Taiwan: A cross-sectional study
- Short-term exercise training improves cardiac function associated to a better antioxidant response and lower type 3 iodothyronine deiodinase activity after myocardial infarction
- Unexpected low genetic variation in the South American hystricognath rodent Lagostomus maximus (Rodentia: Chinchillidae)
- PRC2 activates interferon-stimulated genes indirectly by repressing miRNAs in glioblastoma
- Surgical resection is sufficient for incidentally discovered solitary pulmonary nodule caused by nontuberculous mycobacteria in asymptomatic patients
- “I do all I can but I still fail them”: Health system barriers to providing Option B+ to pregnant and lactating women in Malawi
- Impact of major illnesses and geographic regions on do-not-resuscitate rate and its potential cost savings in Taiwan
- Implementation of intermittent theta burst stimulation compared to conventional repetitive transcranial magnetic stimulation in patients with treatment resistant depression: A cost analysis
- Genome-wide analysis of DNA methylation profile identifies differentially methylated loci associated with human intervertebral disc degeneration
- Correction: Artificial neural networks reveal individual differences in metacognitive monitoring of memory
- Combining fish and environmental PCR for diagnostics of diseased laboratory zebrafish in recirculating systems
- Reading skill modulates the effect of parafoveal distractors on foveal lexical decision in deaf students
- Association between the posterior part of the circle of Willis and the vertebral artery hypoplasia
- Exposure to marital conflict: Gender differences in internalizing and externalizing problems among children
- Ethanol locks for the prevention of catheter-related infection in patients with central venous catheter: A systematic review and meta-analysis of randomized controlled trials
- The effect of age and perturbation time on online control during rapid pointing
- Oilseed rape (Brassica napus) resistance to growth of Leptosphaeria maculans in leaves of young plants contributes to quantitative resistance in stems of adult plants
- Lymphocyte proliferation induced by high-affinity peptides for HLA-B*51:01 in Behçet’s uveitis
- Sensitization of avian pathogenic Escherichia coli to amoxicillin in vitro and in vivo in the presence of surfactin
- Genomic characterization of the complete terpene synthase gene family from Cannabis sativa
- Inhibition of gap junctional intercellular communication by an anti-migraine agent, flunarizine
- Levels of serum eosinophil cationic protein are associated with hookworm infection and intensity in endemic communities in Ghana
- Plant growth promoting rhizobacterium Stenotrophomonas maltophilia BJ01 augments endurance against N2 starvation by modulating physiology and biochemical activities of Arachis hypogea
- Hierarchical integrated and segregated processing in the functional brain default mode network within attention-deficit/hyperactivity disorder
- Rising co-payments coincide with unwanted effects on continuity of healthcare for patients with schizophrenia in the Netherlands
- Analysis of Zobellella denitrificans ZD1 draft genome: Genes and gene clusters responsible for high polyhydroxybutyrate (PHB) production from glycerol under saline conditions and its CRISPR-Cas system
- False-negative errors in next-generation sequencing contribute substantially to inconsistency of mutation databases
- Identification of potassium phosphite responsive miRNAs and their targets in potato
- Quantification of bell-shaped size selectivity in shrimp trawl fisheries using square mesh panels and a sorting cone after a Nordmøre grid
- Deactivation of somatosensory and visual cortices during vestibular stimulation is associated with older age and poorer balance
- Combined immunization with attenuated live influenza vaccine and chimeric pneumococcal recombinant protein improves the outcome of virus-bacterial infection in mice
- Flooding performance evaluation of alkyl aryl sulfonate in various alkaline environments
- An artificial intelligent diagnostic system on mobile Android terminals for cholelithiasis by lightweight convolutional neural network
- Enhanced detection of prion infectivity from blood by preanalytical enrichment with peptoid-conjugated beads
- COI metabarcoding primer choice affects richness and recovery of indicator taxa in freshwater systems
- Retraction: APRIL Induces Tumorigenesis and Metastasis of Colorectal Cancer Cells via Activation of the PI3K/Akt Pathway
- The intake pattern and feed preference of layer hens selected for high or low feed conversion ratio
- Individualized pattern recognition for detecting mind wandering from EEG during live lectures
- Ontogenetic expression of thyroid hormone signaling genes: An in vitro and in vivo species comparison
- Post-activation potentiation effect of eccentric overload and traditional weightlifting exercise on jumping and sprinting performance in male athletes
- Effectiveness of different central venous catheter fixation suture techniques: An in vitro crossover study
- Quantitative detection of ALK fusion breakpoints in plasma cell-free DNA from patients with non-small cell lung cancer using PCR-based target sequencing with a tiling primer set and two-step mapping/alignment
- Nuclei deformation reveals pressure distributions in 3D cell clusters
- Strategies for increasing diagnostic yield of community-onset bacteraemia within the emergency department: A retrospective study
- Rapid evolution of Mexican H7N3 highly pathogenic avian influenza viruses in poultry
- Certified service dogs – A cost-effectiveness analysis appraisal
- Endothelial dysfunction and low-grade inflammation in the transition to renal replacement therapy
- Assessing the impact of a research funder’s recommendation to consider core outcome sets
- Validity of six consumer-level activity monitors for measuring steps in patients with chronic heart failure
- Detection of deceptive motions in rugby from visual motion cues
- The impact of antenatal care on neonatal mortality in sub-Saharan Africa: A systematic review and meta-analysis
- Epidemiological investigation and management of bloody diarrhea among children in India
- Irisin promotes C2C12 myoblast proliferation via ERK-dependent CCL7 upregulation
- Bacteria isolated from Bengal cat (Felis catus × Prionailurus bengalensis) anal sac secretions produce volatile compounds potentially associated with animal signaling
- Petri net–based model of the human DNA base excision repair pathway
- Complexation and conformation of lead ion with poly-γ-glutamic acid in soluble state
- The effects of sympathetic activity induced by ice water on blood flow and brachial artery flow-mediated dilatation response in healthy volunteers
- The Youth-Physical Activity Towards Health (Y-PATH) intervention: Results of a 24 month cluster randomised controlled trial
- The COPD multi-dimensional phenotype: A new classification from the STORICO Italian observational study
- Morphological identification of Amphitetranychus species (Acari: Tetranychidae) with crossbreeding, esterase zymograms and DNA barcode data
- Maintaining hope after a disabling stroke: A longitudinal qualitative study of patients’ experiences, views, information needs and approaches towards making treatment decisions
- Cultural differences in the use of acoustic cues for musical emotion experience
- Effects of a rifampicin pre-treatment on linezolid pharmacokinetics
- High prevalence of multidrug resistant Enterobacteriaceae among residents of long term care facilities in Amsterdam, the Netherlands
- Infection/inflammation-associated preterm delivery within 14 days of presentation with symptoms of preterm labour: A multivariate predictive model
- Prognostic value of preoperative hydronephrosis in patients with bladder cancer undergoing radical cystectomy: A meta-analysis
- Correction: Early life predictors of midlife allostatic load: A prospective cohort study
- PCR-free whole exome sequencing: Cost-effective and efficient in detecting rare mutations
- Epstein-Barr virus genome packaging factors accumulate in BMRF1-cores within viral replication compartments
- Symbiotic incompatibility between soybean and Bradyrhizobium arises from one amino acid determinant in soybean Rj2 protein
- Does anticoagulation needed for distally located incidental pulmonary thromboembolism in patients with active cancer?
- Control of human testis-specific gene expression
- Speaking up culture of medical students within an academic teaching hospital: Need of faculty working in patient safety
- Appraisal on the wound healing potential of Melaleuca alternifolia and Rosmarinus officinalis L. essential oil-loaded chitosan topical preparations
- Understanding parental perspectives on outcomes following paediatric encephalitis: A qualitative study
- Results of scoping review do not support mild traumatic brain injury being associated with a high incidence of chronic cognitive impairment: Commentary on McInnes et al. 2017
- Native seed, soil and atmosphere respond to boreal forest topsoil (LFH) storage
- Development of a quantitative polymerase chain reaction assay and environmental DNA sampling methods for Giant Gartersnake (Thamnophis gigas)
- Genetic diversity and population structure of four Chinese rabbit breeds
- Knowledge, attitude and behaviors towards patients with mental illness: Results from a national Lebanese study
- Correction: An impact evaluation of two rounds of mass drug administration on the prevalence of active trachoma: A clustered cross sectional survey
- Comparative prognostic accuracy of sepsis scores for hospital mortality in adults with suspected infection in non-ICU and ICU at an academic public hospital
- Graph convolutional network approach applied to predict hourly bike-sharing demands considering spatial, temporal, and global effects
- Impact of traffic variability on geographic accessibility to 24/7 emergency healthcare for the urban poor: A GIS study in Dhaka, Bangladesh
- Feeling the heat: Elevated temperature affects male display activity of a lekking grassland bird
- Constructing a comprehensive disaster resilience index: The case of Italy
- Intraocular pressure according to different types of tonometry (non-contact and Goldmann applanation) in patients with different degrees of bilateral tearing
- Prevalent vertebral fracture is dominantly associated with spinal microstructural deterioration rather than bone mineral density in patients with type 2 diabetes mellitus
- Silent volumetric multi-contrast 7 Tesla MRI of ocular tumors using Zero Echo Time imaging
- Nonverbal synchrony in virtual reality
- Do speed cameras reduce road traffic collisions?
- A zero-shot learning approach to the development of brain-computer interfaces for image retrieval
- Use of non-HIV medication among people living with HIV and receiving antiretroviral treatment in Côte d’Ivoire, West Africa: A cross-sectional study
- DNA barcoding of southern African crustaceans reveals a mix of invasive species and potential cryptic diversity
- Development of an international external quality assurance program for HIV-1 incidence using the Limiting Antigen Avidity assay
- Correction: The mean cell volume difference (dMCV) reflects serum hypertonicity in diabetic dogs
- Structural characteristics of lipocalin allergens: Crystal structure of the immunogenic dog allergen Can f 6
- Transport oil product consumption and GHG emission reduction potential in China: An electric vehicle-based scenario analysis
- Ontogenetic shift in the energy allocation strategy and physiological condition of larval plaice (Pleuronectes platessa)
- Increased proliferation and altered cell cycle regulation in pancreatic stem cells derived from patients with congenital hyperinsulinism
- Diagnostic accuracy of Xpert MTB/RIF assay and non-molecular methods for the diagnosis of tuberculosis lymphadenitis
- Assessment of glucose-6-phosphate dehydrogenase activity using CareStart G6PD rapid diagnostic test and associated genetic variants in Plasmodium vivax malaria endemic setting in Mauritania
- Spatial distribution of breast cancer in Sudan 2010-2016
- Human-induced fire regime shifts during 19th century industrialization: A robust fire regime reconstruction using northern Polish lake sediments
- Enhanced effectiveness of oil dispersants in destabilizing water-in-oil emulsions
- Development of UV spectrophotometry methods for concurrent quantification of amlodipine and celecoxib by manipulation of ratio spectra in pure and pharmaceutical formulation
- Iron and manganese co-limit growth of the Southern Ocean diatom Chaetoceros debilis
- Bilateral and unilateral load-velocity profiling in a machine-based, single-joint, lower body exercise
- Veterans Health Administration nurses’ training and beliefs related to care of patients with traumatic brain injury
- Supplementation strategies affect the feed intake and performance of grazing replacement heifers
- Active transcutaneous bone conduction hearing implants: Systematic review and meta-analysis
- Parameterization-induced uncertainties and impacts of crop management harmonization in a global gridded crop model ensemble
- Acidification effects on isolation of extracellular vesicles from bovine milk
- GPR40 full agonism exerts feeding suppression and weight loss through afferent vagal nerve
- Mining version history to predict the class instability
- Humpback whale song occurrence reflects ecosystem variability in feeding and migratory habitat of the northeast Pacific
- A phase 2 study of an oral mTORC1/mTORC2 kinase inhibitor (CC-223) for non-pancreatic neuroendocrine tumors with or without carcinoid symptoms
- Asprosin response in hypoglycemia is not related to hypoglycemia unawareness but rather to insulin resistance in type 1 diabetes
- Muscle oxygenation maintained during repeated-sprints despite inspiratory muscle loading
- Reconstructing systematic persistent impacts of promotional marketing with empirical nonlinear dynamics
- Trans-national conservation and infrastructure development in the Heart of Borneo
- Prediction of cardiovascular disease risk among people with severe mental illness: A cohort study
- Data in question: A survey of European biobank professionals on ethical, legal and societal challenges of biobank research
- Hypertensive APOL1 risk allele carriers demonstrate greater blood pressure reduction with angiotensin receptor blockade compared to low risk carriers
- Reconstructing birth in Australopithecus sediba
- Value of contrast-enhanced ultrasound for preoperative assessment of liver reserve function in patients with liver tumors
- Correction: Identifying obesity/overweight status in children and adolescents; A cross-sectional medical record review of physicians’ weight screening practice in outpatient clinics, Saudi Arabia
- Incidence and risk factors of loss to follow-up among HIV-infected children in an antiretroviral treatment program
- Changes in intracellular folate metabolism during high-dose methotrexate and Leucovorin rescue therapy in children with acute lymphoblastic leukemia
- Functional role and evolutionary contributions of floral gland morphoanatomy in the Paleotropical genus Acridocarpus (Malpighiaceae)
- On the efficiency of HIV transmission: Insights through discrete time HIV models
- Metabolic cost calculations of gait using musculoskeletal energy models, a comparison study
- Comparison of molecular profile in triple-negative inflammatory and non-inflammatory breast cancer not of mesenchymal stem-like subtype
- Evolutionary analysis of six chloroplast genomes from three Persea americana ecological races: Insights into sequence divergences and phylogenetic relationships
- Cultural transmission in a food preparation task: The role of interactivity, innovation and storytelling
- Correction: Effects of affective priming through music on the use of emotion words
- Safety and immunogenicity of investigational seasonal influenza hemagglutinin DNA vaccine followed by trivalent inactivated vaccine administered intradermally or intramuscularly in healthy adults: An open-label randomized phase 1 clinical trial
- Estimation of vaccination coverage from electronic healthcare records; methods performance evaluation – A contribution of the ADVANCE-project
- Dietary phytogenics and galactomannan oligosaccharides in low fish meal and fish oil-based diets for European sea bass (Dicentrarchus labrax) juveniles: Effects on gut health and implications on in vivo gut bacterial translocation
- Suicide by hanging: Results from a national survey in Switzerland and its implications for suicide prevention
- Gene dysregulation in peripheral blood of moyamoya disease and comparison with other vascular disorders
- Genome wide genetic dissection of wheat quality and yield related traits and their relationship with grain shape and size traits in an elite × non-adapted bread wheat cross
- Safety and tolerability of artesunate-amodiaquine, artemether-lumefantrine and quinine plus clindamycin in the treatment of uncomplicated Plasmodium falciparum malaria in Kinshasa, the Democratic Republic of the Congo
- Factors influencing the admission decision for Medical Psychiatry Units: A concept mapping approach
- Comparison of post-traumatic changes in circulating and bone marrow leukocytes between BALB/c and CD-1 mouse strains
- Physiological stress reactivity and recovery related to behavioral traits in dogs (Canis familiaris)
- Associations between birth order with mental wellbeing and psychological distress in midlife: Findings from the 1970 British Cohort Study (BCS70)
- Non-steroidal anti-inflammatory drugs use in older adults decreases risk of Alzheimer’s disease mortality
- The cost-effectiveness of neonatal versus prenatal screening for congenital toxoplasmosis
- Ancient technology and punctuated change: Detecting the emergence of the Edomite Kingdom in the Southern Levant
- Flowers as viral hot spots: Honey bees (Apis mellifera) unevenly deposit viruses across plant species
- Randomized control trial of Tools of the Mind: Marked benefits to kindergarten children and their teachers
- Preserving cultural heritage: Analyzing the antifungal potential of ionic liquids tested in paper restoration
- PNPLA3 rs738409 G allele carriers with genotype 1b HCV cirrhosis have lower viral load but develop liver failure at younger age
- Correction: Unraveling the genetic complexity underlying sorghum response to water availability
- Impact of tear metrics on the reliability of perimetry in patients with dry eye
- Using DNA barcoding to improve invasive pest identification at U.S. ports-of-entry
- Correction: Effects of Lactobacillus plantarum 15-1 and fructooligosaccharides on the response of broilers to pathogenic Escherichia coli O78 challenge
- Physico-chemical characterization and transcriptome analysis of 5-methyltryptophan resistant lines in rice
- Patient factors affecting successful linkage to treatment in a cervical cancer prevention program in Kenya: A prospective cohort study
- Is this a man’s world? The effect of gender diversity and gender equality on firm innovativeness
- Procalcitonin to stop antibiotics after cardiovascular surgery in a pediatric intensive care unit—The PROSACAB study
- Temporal trends, predictors, and outcomes of acute kidney injury and hemodialysis use in acute myocardial infarction-related cardiogenic shock
- Quantitation of free glycation compounds in saliva
- Resolving an 87-year-old taxonomical curiosity with the description of Psylla frodobagginsi sp. nov. (Hemiptera: Sternorrhyncha: Psyllidae), a second distinct Psylla species on the New Zealand endemic plant kōwhai
- The effect of cathodal tDCS on fear extinction: A cross-measures study
- Physiological responses to affiliation during conversation: Comparing neurotypical males and males with Asperger syndrome
- Human cord blood (hCB)-CD34+ humanized mice fail to reject human acute myeloid leukemia cells
- Investigating the dispersal of antibiotic resistance associated genes from manure application to soil and drainage waters in simulated agricultural farmland systems
- Continuous norming of psychometric tests: A simulation study of parametric and semi-parametric approaches
- Phylogenetic microbiota profiling in fecal samples depends on combination of sequencing depth and choice of NGS analysis method
- Cost-effectiveness of apixaban compared to other anticoagulants in patients with atrial fibrillation in the real-world and trial settings
- Biochemical profile and in vitro biological activities of extracts from seven folk medicinal plants growing wild in southern Tunisia
- Low genetic differentiation yet high phenotypic variation in the invasive populations of Spartina alterniflora in Guangxi, China
- A mathematical model for designing networks of C-Reactive Protein point of care testing
- Prevalence of hypochondriac symptoms among health science students in China: A systematic review and meta-analysis
- Femtosecond laser induced step-like structures inside transparent hydrogel due to laser induced threshold reduction
- From In Situ to satellite observations of pelagic Sargassum distribution and aggregation in the Tropical North Atlantic Ocean
- The polyether ionophore salinomycin targets multiple cellular pathways to block proliferative vitreoretinopathy pathology
- BRAF V600E and Pten deletion in mice produces a histiocytic disorder with features of Langerhans cell histiocytosis
- HIV prevalence and risk behavior among male and female adults screened for enrolment into a vaccine preparedness study in Maputo, Mozambique
- Sputum microbiota and inflammation at stable state and during exacerbations in a cohort of chronic obstructive pulmonary disease (COPD) patients
- Direct estimation of the parameters of a delayed, intermittent activation feedback model of postural sway during quiet standing
- Occurrence mechanism and coping paths of accidents of highly aggregated tourist crowds based on system dynamics
- Correction: Low Dose Aerosol Fitness at the Innate Phase of Murine Infection Better Predicts Virulence amongst Clinical Strains of Mycobacterium tuberculosis
- Effects of enalapril and paricalcitol treatment on diabetic nephropathy and renal expressions of TNF-α, p53, caspase-3 and Bcl-2 in STZ-induced diabetic rats
- Correction: Public reaction to Chikungunya outbreaks in Italy—Insights from an extensive novel data streams-based structural equation modeling analysis
- Correction: Comparison of neurodegenerative types using different brain MRI analysis metrics in older adults with normal cognition, mild cognitive impairment, and Alzheimer’s dementia
- Intra-individual variability of sleep and nocturnal cardiac autonomic activity in elite female soccer players during an international tournament
- Therapeutic efficacy of equine botulism heptavalent antitoxin against all seven botulinum neurotoxins in symptomatic guinea pigs
- Interleukin 10 knock-down in bovine monocyte-derived macrophages has distinct effects during infection with two divergent strains of Mycobacterium bovis
- Clinical outcomes of bortezomib-based therapy in Taiwanese patients with multiple myeloma: A nationwide population-based study and a single-institute analysis
- Scope and efficacy of the broad-spectrum topical antiseptic choline geranate
- Hematological and biochemical parameters for Chinese rhesus macaque
- Veterinary peer study groups as a method of continuous education—A new approach to identify and address factors associated with antimicrobial prescribing
- Correction: The prognosis of heart failure patients: Does sodium level play a significant role?
- Maternal malaria but not schistosomiasis is associated with a higher risk of febrile infection in infant during the first 3 months of life: A mother-child cohort in Benin
- Systematic identification of facility-based stillbirths and neonatal deaths through the piloted use of an adapted RAPID tool in Liberia and Nepal
- Effects of salbutamol and phlorizin on acute pulmonary inflammation and disease severity in experimental sepsis
- Correction: Age, sex and storage time influence hair cortisol levels in a wild mammal population
- Reasons to care: Personal motivation as a key factor in the practice of the professional foster carer in Romania
- Determinants of clinical, functional and personal recovery for people with schizophrenia and other severe mental illnesses: A cross-sectional analysis
- Continuity of care for TB patients at a South African hospital: A qualitative participatory study of the experiences of hospital staff
- EGF receptor stimulation shifts breast cancer cell glucose metabolism toward glycolytic flux through PI3 kinase signaling
- The Better Management of Patients with Osteoarthritis Program: Outcomes after evidence-based education and exercise delivered nationwide in Sweden
- The negative effects of short-term extreme thermal events on the seagrass Posidonia oceanica are exacerbated by ammonium additions
- Pathogen invasion history elucidates contemporary host pathogen dynamics
- Chinese herbal formulae for the treatment of menopausal hot flushes: A systematic review and meta-analysis
- Healthcare resource utilization and costs for multiple sclerosis management in the Campania region of Italy: Comparison between centre-based and local service healthcare delivery
- Deconstruction of central line insertion guidelines based on the positive deviance approach—Reducing gaps between guidelines and implementation: A qualitative ethnographic research
- PBMCs transcriptome profiles identified breed-specific transcriptome signatures for PRRSV vaccination in German Landrace and Pietrain pigs
- The impact of admission serum lactate on children with moderate to severe traumatic brain injury
- Hypervirulent Klebsiella pneumoniae serotype K1 clinical isolates form robust biofilms at the air-liquid interface
- Determination of the bruise degree for cherry using Vis-NIR reflection spectroscopy coupled with multivariate analysis
- Genome-wide identification and expression profile analysis of nuclear factor Y family genes in Sorghum bicolor L. (Moench)
- Trends in maternal prepregnancy body mass index (BMI) and its association with birth and maternal outcomes in California, 2007–2016: A retrospective cohort study
- Distribution of the Duffy genotypes in Malaysian Borneo and its relation to Plasmodium knowlesi malaria susceptibility
- Hippocampal connectivity with sensorimotor cortex during volitional finger movements: Laterality and relationship to motor learning
- A self-adaptive deep learning method for automated eye laterality detection based on color fundus photography
- The effect of child marriage on the utilization of maternal health care in Nepal: A cross-sectional analysis of Demographic and Health Survey 2016
- Identification of QTLs for powdery mildew (Podosphaera aphanis; syn. Sphaerotheca macularis f. sp. fragariae) susceptibility in cultivated strawberry (Fragaria ×ananassa)
- Chemical volatiles present in cotton gin trash: A by-product of cotton processing
- PTP1B negatively regulates nitric oxide-mediated Pseudomonas aeruginosa killing by neutrophils
- Differential metabolomics networks analysis of menopausal status
- Experimental study of the temporal profile of breath alcohol concentration in a Chinese population after a light meal
- Association between regional brain volumes and BMI z-score change over one year in children
- Relationships between Potentially Toxic Elements in intertidal sediments and their bioaccumulation by benthic invertebrates
- Long-term outcomes of dialysis in patients with chronic kidney disease and new-onset atrial fibrillation: A population-based cohort study
- Hospital burden of pulmonary arterial hypertension in France
- Understanding the variability of Australian fire weather between 1973 and 2017
- Photon-counting cine-cardiac CT in the mouse
- Ecophysiological impacts of Esca, a devastating grapevine trunk disease, on Vitis vinifera L.
- Black “Reading the Mind in the Eyes” task: The development of a task assessing mentalizing from black faces
- Osmolytes ameliorate the effects of stress in the absence of the heat shock protein Hsp104 in Saccharomyces cerevisiae
- Reliable and robust method for abdominal muscle mass quantification using CT/MRI: An explorative study in healthy subjects
- Validation of the Rainbow Model of Integrated Care Measurement Tools (RMIC-MTs) in renal care for patient and care providers
- Multiple origins and the population genetic structure of Rubus takesimensis (Rosaceae) on Ulleung Island: Implications for the genetic consequences of anagenetic speciation
- Genetic profiling of fatty acid desaturase polymorphisms identifies patients who may benefit from high-dose omega-3 fatty acids in cardiac remodeling after acute myocardial infarction—Post-hoc analysis from the OMEGA-REMODEL randomized controlled trial
- A randomized controlled trial examining the efficacy of an internet-based cognitive behavioral therapy program for adolescents with anxiety disorders
- Optimising outputs from a validated online instrument to measure health-related quality of life (HRQL) in dogs
- Young adults’ perceptions of using wearables, social media and other technologies to detect worsening mental health: A qualitative study
- Characteristics of prescription in 29 Level 3 Neonatal Wards over a 2-year period (2017-2018). An inventory for future research
- Genetic characterization of fall armyworm (Spodoptera frugiperda) in Ecuador and comparisons with regional populations identify likely migratory relationships
- Correction: Lkb1 Deficiency Alters Goblet and Paneth Cell Differentiation in the Small Intestine
- Cardiac resynchronization therapy-heart failure (CRT-HF) clinic: A novel model of care
- Synteny and phylogenetic analysis of paralogous thyrostimulin beta subunits (GpB5) in vertebrates
- Dual-Subpopulation as reciprocal optional external archives for differential evolution
- NGS analysis in Marfan syndrome spectrum: Combination of rare and common genetic variants to improve genotype-phenotype correlation analysis
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- Correction: In vitro larval rearing protocol for the stingless bee species Melipona scutellaris for toxicological studies
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- Retraction: Adaptive double threshold energy detection based on Markov model for cognitive radio
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- Modeling reciprocal effects in medical research: Critical discussion on the current practices and potential alternative models
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- Optimizing the intrinsic parallel diffusivity in NODDI: An extensive empirical evaluation
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- Confounding by indication of the safety of de-escalation in community-acquired pneumonia: A simulation study embedded in a prospective cohort
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- Drivers of HIV-1 transmission: The Portuguese case
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- A biface production older than 600 ka ago at Notarchirico (Southern Italy) contribution to understanding early Acheulean cognition and skills in Europe
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- The expression of equine keratins K42 and K124 is restricted to the hoof epidermal lamellae of Equus caballus
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- Effectiveness, safety/tolerability of OBV/PTV/r ± DSV in patients with HCV genotype 1 or 4 with/without HIV-1 co-infection, chronic kidney disease (CKD) stage IIIb-V and dialysis in Spanish clinical practice – Vie-KinD study
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- Multidrug-resistant profile and prevalence of extended spectrum β-lactamase and carbapenemase production in fermentative Gram-negative bacilli recovered from patients and specimens referred to National Reference Laboratory, Addis Ababa, Ethiopia
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- Isolation, identification and characterization of Streptomyces metabolites as a potential bioherbicide
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- Rollout of ShangRing circumcision with active surveillance for adverse events and monitoring for uptake in Kenya
- Comparative phenotypic profiling of the JAK2 inhibitors ruxolitinib, fedratinib, momelotinib, and pacritinib reveals distinct mechanistic signatures
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- Studying the link between physiological performance of Crotalaria ochroleuca and the distribution of Ca, P, K and S in seeds with X-ray fluorescence
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- Correction: Reward abundance interferes with error-based learning in a visuomotor adaptation task
- Correction: Potential user interest in new long-acting contraceptives: Results from a mixed methods study in Burkina Faso and Uganda
- Correction: Recombinant rabbit beta nerve growth factor production and its biological effects on sperm and ovulation in rabbits
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- Plasma metabolite biomarkers for multiple system atrophy and progressive supranuclear palsy
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- Scientific sinkhole: The pernicious price of formatting
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- Measurement and analysis of partial lightning currents in a head phantom
- Within species expressed genetic variability and gene expression response to different temperatures in the rotifer Brachionus calyciflorus sensu stricto
- Repeated transspinal stimulation decreases soleus H-reflex excitability and restores spinal inhibition in human spinal cord injury
- Expression of Concern: Resveratrol Enhances Antitumor Activity of TRAIL in Prostate Cancer Xenografts through Activation of FOXO Transcription Factor
- Correlation of CT texture changes with treatment response during radiation therapy for esophageal cancer: An exploratory study
- Modeling spatial variation in density of golden eagle nest sites in the western United States
- Retraction: Autophagy in Muscle of Glucose-Infusion Hyperglycemia Rats and Streptozotocin-Induced Hyperglycemia Rats via Selective Activation of m-TOR or FoxO3
- Correction: In Porphyromonas gingivalis VimF Is Involved in Gingipain Maturation through the Transfer of Galactose
- Gibberellic acid in Citrus spp. flowering and fruiting: A systematic review
- Discharge care quality in hospitalised elderly patients: Extended validation of the Discharge Care Experiences Survey
- A novel therapeutic strategy for esophageal varices using endoscopic treatment combined with splenic artery embolization according to the Child-Pugh classification
- Correction: Development of a high-throughput assay to measure measles neutralizing antibodies
- Correction: Provider preference for payment method under a national health insurance scheme: A survey of health insurance-credentialed health care providers in Ghana
- Correction: Second-line HIV treatment failure in sub-Saharan Africa: A systematic review and meta-analysis
- Potential impact of efflux pump genes in mediating rifampicin resistance in clinical isolates of Mycobacterium tuberculosis from India
- Feed-forward visual processing suffices for coarse localization but fine-grained localization in an attention-demanding context needs feedback processing
- Level Set method-based two-dimensional numerical model for simulation of nonuniform open-channel flow
- Compared to non-drinkers, individuals who drink alcohol have a more favorable multisystem physiologic risk score as measured by allostatic load
- Effect of poor glycaemic control on plasma levels and activity of protein C, protein S, and antithrombin III in type 2 diabetes mellitus
- Retraction: IL-21 Regulates the Differentiation of a Human γδ T Cell Subset Equipped with B Cell Helper Activity
- Sugar transporters in Fabaceae, featuring SUT MST and SWEET families of the model plant Medicago truncatula and the agricultural crop Pisum sativum
- Prediction of lymphovascular space invasion in endometrial cancer using the 55-gene signature selected by DNA microarray analysis
- Research on multi-agent genetic algorithm based on tabu search for the job shop scheduling problem
- Diagnosing the current state of out-of-field teaching in high school science and mathematics
- Sensitivity of the fasciae to sex hormone levels: Modulation of collagen-I, collagen-III and fibrillin production
- Comorbidity of age-related macular degeneration with Alzheimer’s disease: A histopathologic case-control study
- Acute ex vivo changes in brain white matter diffusion tensor metrics
- Regulatory interaction between the ZPBP2-ORMDL3/Zpbp2-Ormdl3 region and the circadian clock
- The effect of bacteria on planula-larvae settlement and metamorphosis in the octocoral Rhytisma fulvum fulvum
- Sodium alginate potentiates antioxidant defense and PR proteins against early blight disease caused by Alternaria solani in Solanum lycopersicum Linn.
- Ground reaction forces and muscle activity while walking on sand versus stable ground in individuals with pronated feet compared with healthy controls
- Correction: Roadway traffic crash prediction using a state-space model based support vector regression approach
- MET as resistance factor for afatinib therapy and motility driver in gastric cancer cells
- Genetic analysis and fine mapping of a qualitative trait locus wpb1 for albino panicle branches in rice
- Clinical features of pulmonary embolism in patients with lung cancer: A meta-analysis
- Cinobufacini ameliorates experimental colitis via modulating the composition of gut microbiota
- Factors restraining the population growth of Varroa destructor in Ethiopian honey bees (Apis mellifera simensis)
- Coastal proximity of populations in 22 Pacific Island Countries and Territories
- DKK1 promotes hepatocellular carcinoma inflammation, migration and invasion: Implication of TGF-β1
- Genetic characterization of Angiostrongylus larvae and their intermediate host, Achatina fulica, in Thailand
- Targeted in-vitro-stimulation reveals highly proliferative multi-virus-specific human central memory T cells as candidates for prophylactic T cell therapy
- Influence of ocean circulation and the Kuroshio large meander on the 2018 Japanese eel recruitment season
- Growth response of the ichthyotoxic haptophyte, Prymnesium parvum Carter, to changes in sulfate and fluoride concentrations
- Letrozole treatment of pubertal female mice results in activational effects on reproduction, metabolism and the gut microbiome
- Prognostic nomogram predicts overall survival in pulmonary large cell neuroendocrine carcinoma
- Microbiome profiling of the onion thrips, Thrips tabaci Lindeman (Thysanoptera: Thripidae)
- Characteristics of proximal early gastric cancer differentiating distal early gastric cancer
- Retraction: Impacts of rock properties on Danxia landform formation based on lithological experiments at Kongtongshan National Geopark, northwest China
- Correction: SVR12 rates higher than 99% after sofosbuvir/velpatasvir combination in HCV infected patients with F0-F1 fibrosis stage: A real world experience
- Retraction: Plexin-B1 Activates NF-κB and IL-8 to Promote a Pro-Angiogenic Response in Endothelial Cells
- Relationship between cognitive behavioral variables and mental health status among university students: A meta-analysis
- Association between temperature, sunlight hours and alcohol consumption
- Using graph learning to understand adverse pregnancy outcomes and stress pathways
- Correction: The step-to-step transition mode: A potential indicator of first-fall risk in elderly adults?
- Surgical referral systems in low- and middle-income countries: A review of the evidence
- In vivo clearance of nanoparticles by transcytosis across alveolar epithelial cells
- Correction: The Economic Impact of Malignant Catarrhal Fever on Pastoralist Livelihoods
- Correction: Identification of miRNAs involved in fruit ripening by deep sequencing of Olea europaea L. transcriptome
- Correction: Characterization of ecto- and endoparasite communities of wild Mediterranean teleosts by a metabarcoding approach
- Correction: Vascular Endothelial Growth Factor Receptor-2 Couples Cyclo-Oxygenase-2 with Pro-Angiogenic Actions of Leptin on Human Endothelial Cells
- Correction: Plant traits linked to field-scale flammability metrics in prescribed burns in Eucalyptus forest
- Correction: Maturation of three-dimensional, hiPSC-derived cardiomyocyte spheroids utilizing cyclic, uniaxial stretch and electrical stimulation
- Correction: To keep or not to keep? Decision making in adolescent pregnancies in Jamestown, Ghana
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