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1.
J Nanopart Res ; 15: 2101, 2013.
Article in English | MEDLINE | ID: mdl-24348090

ABSTRACT

One of the key challenges in the field of nanoparticle (NP) analysis is in producing reliable and reproducible characterisation data for nanomaterials. This study looks at the reproducibility using a relatively new, but rapidly adopted, technique, Nanoparticle Tracking Analysis (NTA) on a range of particle sizes and materials in several different media. It describes the protocol development and presents both the data and analysis of results obtained from 12 laboratories, mostly based in Europe, who are primarily QualityNano members. QualityNano is an EU FP7 funded Research Infrastructure that integrates 28 European analytical and experimental facilities in nanotechnology, medicine and natural sciences with the goal of developing and implementing best practice and quality in all aspects of nanosafety assessment. This study looks at both the development of the protocol and how this leads to highly reproducible results amongst participants. In this study, the parameter being measured is the modal particle size.

2.
Part Fibre Toxicol ; 10: 32, 2013 Jul 29.
Article in English | MEDLINE | ID: mdl-23895432

ABSTRACT

BACKGROUND: Cobalt-ferrite nanoparticles (Co-Fe NPs) are attractive for nanotechnology-based therapies. Thus, exploring their effect on viability of seven different cell lines representing different organs of the human body is highly important. METHODS: The toxicological effects of Co-Fe NPs were studied by in-vitro exposure of A549 and NCIH441 cell-lines (lung), precision-cut lung slices from rat, HepG2 cell-line (liver), MDCK cell-line (kidney), Caco-2 TC7 cell-line (intestine), TK6 (lymphoblasts) and primary mouse dendritic-cells. Toxicity was examined following exposure to Co-Fe NPs in the concentration range of 0.05 -1.2 mM for 24 and 72 h, using Alamar blue, MTT and neutral red assays. Changes in oxidative stress were determined by a dichlorodihydrofluorescein diacetate based assay. Data analysis and predictive modeling of the obtained data sets were executed by employing methods of Knowledge Discovery from Data with emphasis on a decision tree model (J48). RESULTS: Different dose-response curves of cell viability were obtained for each of the seven cell lines upon exposure to Co-Fe NPs. Increase of oxidative stress was induced by Co-Fe NPs and found to be dependent on the cell type. A high linear correlation (R2=0.97) was found between the toxicity of Co-Fe NPs and the extent of ROS generation following their exposure to Co-Fe NPs. The algorithm we applied to model the observed toxicity belongs to a type of supervised classifier. The decision tree model yielded the following order with decrease of the ranking parameter: NP concentrations (as the most influencing parameter), cell type (possessing the following hierarchy of cell sensitivity towards viability decrease: TK6 > Lung slices > NCIH441 > Caco-2 = MDCK > A549 > HepG2 = Dendritic) and time of exposure, where the highest-ranking parameter (NP concentration) provides the highest information gain with respect to toxicity. The validity of the chosen decision tree model J48 was established by yielding a higher accuracy than that of the well-known "naive bayes" classifier. CONCLUSIONS: The observed correlation between the oxidative stress, caused by the presence of the Co-Fe NPs, with the hierarchy of sensitivity of the different cell types towards toxicity, suggests that oxidative stress is one possible mechanism for the toxicity of Co-Fe NPs.


Subject(s)
Artificial Intelligence , Cobalt/toxicity , Ferric Compounds/toxicity , Metal Nanoparticles , Toxicology/methods , Algorithms , Animals , Caco-2 Cells , Cell Survival/drug effects , Data Mining , Decision Support Techniques , Decision Trees , Dogs , Dose-Response Relationship, Drug , Hep G2 Cells , Humans , Linear Models , Madin Darby Canine Kidney Cells , Mice , Oxidative Stress/drug effects , Primary Cell Culture , Rats , Reactive Oxygen Species/metabolism , Time Factors , Tissue Culture Techniques
3.
Toxicol Sci ; 122(2): 489-501, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21602188

ABSTRACT

The toxicological effects of cobalt nanoparticles (Co-NPs) aggregates were examined and compared with those of cobalt ions (Co-ions) using six different cell lines representing lung, liver, kidney, intestine, and the immune system. Dose-response curves were studied in the concentration range of 0.05-1.0 mM, employing 3-(4,5-dimethylthiazol-2-Yl)-2,5-diphenyltetrazolium bromide test, neutral red, and Alamar blue as end point assays following exposures for 48 and 72 h. Data analysis and predictive modeling of the obtained data sets were executed by employing a decision tree model (J48), where training and validation were carried out by an iterative process. It was established, as expected, that concentration is the highest rank parameter. This is because concentration parameter provides the highest information gain with respect to toxicity. The second-rank parameter emerged to be either the compound type (Co-ions or Co-NPs) or the cell model, depending on the concentration range. The third and the lowest rank in the model was exposure duration. The hierarchy of cell sensitivity toward cobalt ions was found to obey the following sequence of cell lines: A549 > MDCK > NCIH441 > Caco-2 > HepG2 > dendritic cells (DCs), with A549 being the most sensitive cell line and primary DCs were the least sensitive ones. However, a different hierarchy pattern emerged for Co-NPs: A549 = MDCK = NCIH441 = Caco-2 > DCs > HepG2. The overall findings are in line with the hypothesis that the toxic effects of aggregated cobalt NPs are mainly due to cobalt ion dissolution from the aggregated NPs.


Subject(s)
Cobalt/toxicity , Ions/toxicity , Metal Nanoparticles/toxicity , Algorithms , Animals , Caco-2 Cells , Female , Hep G2 Cells , Humans , Mice , Mice, Inbred C57BL , Models, Biological , Reproducibility of Results
4.
Eur J Nutr ; 48(2): 67-74, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19048328

ABSTRACT

BACKGROUND: Allicin in garlic is the primary active compound known to rapidly interact with free thiols. AIMS OF THE STUDY: To examine the effect of allicin on gene expression and glutathione cellular level in vascular endothelial cells. METHODS: Cultured endothelial cells were exposed to allicin; mRNA was prepared and subjected to Micro-array and Real-Time PCR. Glutathione cellular level was determined on cell lysates. RESULTS: Micro-array analysis demonstrated allicin-induced up- and down-regulation of 116 and 100 genes, respectively. Up-regulated genes included the phase II detoxifying enzymes thioredoxin reductase 1 and 2, heme oxygenase-1 and glutamate cysteine lygaze modifier subunit, the rate limiting enzyme in glutathione biosynthesis. Endothelial cells exposed to allicin and its derivatives containing glutathione or cysteine residues increased cellular glutathione. Allicin increased the glutathione level in a concentration and time-dependent manner up to 8-fold at a concentration of 10-20 microM after 28 h exposure. Furthermore, allicin derivative-treated cultures demonstrated a 50% decrease in tBuOOH cytotoxicity. CONCLUSIONS: These results may suggest a putative role for allicin and its derivatives in preventing reactive oxygen species damage by up-regulating the phase II detoxifying enzymes and increasing the cellular glutathione level.


Subject(s)
Endothelial Cells/chemistry , Glutathione/analysis , Sulfinic Acids/pharmacology , Up-Regulation/drug effects , Animals , Antioxidants/pharmacology , Aorta , Cattle , Cells, Cultured , Cysteine/analogs & derivatives , Cysteine/pharmacology , Disulfides , Endothelial Cells/enzymology , Glutamate-Cysteine Ligase/genetics , Glutathione/biosynthesis , Glutathione/genetics , Heme Oxygenase-1/genetics , Humans , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , RNA, Messenger/analysis , Thioredoxin-Disulfide Reductase/genetics , Umbilical Veins
5.
Antimicrob Agents Chemother ; 46(8): 2442-9, 2002 Aug.
Article in English | MEDLINE | ID: mdl-12121916

ABSTRACT

In a previous study, moxifloxacin was shown to ameliorate immunosuppression and enhance cytokine production in several tissues, including the lungs of cyclophosphamide-injected mice. We examined here the effects of moxifloxacin on Candida albicans lung infection in cyclophosphamide-injected mice. Mice were injected on day 0 with 250 mg of cyclophosphamide/kg, and on days 1 to 4 they were given moxifloxacin at 22.5 mg/kg/day compared to controls given ceftazidime at 75 mg/kg/day or saline. On day 6, C. albicans (10 7 CFU/mouse) was inoculated intratracheally, and animals were observed for the development of bronchopneumonia, weight loss, mortality, the presence of C. albicans, and lung cytokine production. Histopathology on day 10 postinoculation revealed bronchopneumonia in 50, 67, and 0% of saline-, ceftazidime-, and moxifloxacin-treated mice, respectively (P < 0.05). The mortality rates were 28, 17, and 5%, respectively (P < 0.05), and weight loss occurred at 20, 32, and 0%, respectively (P < 0.05). By day 15, C. albicans was eliminated from all moxifloxacin-treated mice but was still isolated from lung homogenates of 50 to 60% of the saline- and ceftazidime-treated groups. Among the cytokines tested on days 0 to 15, we found an increased production of tumor necrosis factor alpha, KC (functional interleukin-8), and gamma interferon in the lungs of ceftazidime- and saline-treated controls compared to the moxifloxacin pretreatment that abolished their secretion. In conclusion, moxifloxacin protected cyclophosphamide-injected mice from C. albicans-induced lung infection and significantly reduced pneumonia, weight loss, and mortality despite the lack of direct antifungal activity. This is most likely due to an immunomodulating activity conferred by moxifloxacin, as shown in this model and in our previous studies. Its potential protective role should be studied in patients undergoing chemotherapy and immune suppression.


Subject(s)
Anti-Infective Agents/pharmacology , Aza Compounds , Bronchopneumonia/drug therapy , Candidiasis/drug therapy , Cyclophosphamide/toxicity , Fluoroquinolones , Protein Synthesis Inhibitors/toxicity , Quinolines , Animals , Anti-Infective Agents/therapeutic use , Body Weight/drug effects , Bronchopneumonia/metabolism , Bronchopneumonia/microbiology , Candidiasis/metabolism , Candidiasis/microbiology , Ceftazidime/pharmacology , Cephalosporins/pharmacology , Cytokines/metabolism , Lung/microbiology , Lung/pathology , Male , Mice , Mice, Inbred BALB C , Moxifloxacin , Neutropenia/drug therapy , Neutropenia/microbiology , Survival
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