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Yang X, Li L, Shang G, Zhuo M, Zhu H, Xu S, Zhao J, Hou X, Shi Y. Oral Curcumin through Mesoporous Silica Nanomaterials with Distinct Morphologies: Synthesis, Characterization, Biosafety Evaluation, and Antioxidant Activity In Vivo. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:27216-27227. [PMID: 39694634 DOI: 10.1021/acs.langmuir.4c02871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
Antioxidant play a crucial role in the prevention and treatment of diseases associated with oxidative stress. Curcumin (CUR), as a natural antioxidant, exhibits numerous therapeutic properties, including antioxidant, anti-inflammatory, antibacterial, and antitumor activities. However, its limited bioavailability and poor water solubility hinder its application as an effective antioxidant. In this study, a series of mesoporous silica nanomaterials with distinct morphologies, i.e., mesoporous silica nanoparticles (MSN) and mesoporous silica nanorods (MSR) were synthesized by a template-sediment-etching method. CUR was selected as a model drug and encapsulated into these nanomaterials to improve its bioavailability in vivo. The morphology and size distribution of MSN and MSR were determined through transmission electron microscopy (TEM) imaging and Zetasizer analysis. Fourier transform infrared spectroscopy (FTIR) spectra confirmed the successful encapsulation of CUR within these nanomaterials. Furthermore, these CUR-loaded silica nanomaterials, denoted as CUR@MSN and CUR@MSR, exhibited excellent DPPH and ABTS free radical scavenging activity in vitro. Furthermore, CUR@MSN and CUR@MSR also exhibited obvious in vivo antioxidant activity. This study opens up new avenues for the development of enhanced antioxidants through the utilization of mesoporous silica nanomaterials.
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Affiliation(s)
- Xue Yang
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Lu Li
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Guoshuo Shang
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Meng Zhuo
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Huiqing Zhu
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Suyue Xu
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Jingya Zhao
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
| | - Xueyan Hou
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
- Pingyuan Laboratory, Xinxiang, Henan 453007, PR China
| | - Yongli Shi
- College of pharmacy, Xinxiang Medical University, Xinxiang 453003, PR China
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Zhao Y, Hua X, Rui Q, Wang D. Exposure to multi-walled carbon nanotubes causes suppression in octopamine signal associated with transgenerational toxicity induction in C.elegans. CHEMOSPHERE 2023; 318:137986. [PMID: 36716936 DOI: 10.1016/j.chemosphere.2023.137986] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 01/26/2023] [Accepted: 01/26/2023] [Indexed: 06/18/2023]
Abstract
Multi-walled carbon nanotube (MWCNT), a kind of carbon-based nanomaterials, has been extensively utilized in a variety of fields. In Caenorhabditis elegans, MWCNT exposure can result in toxicity not only at parental generation (P0-G) but also in the offspring. However, the underlying mechanisms remain still largely unknown. DAF-12, a transcriptional factor (TF), was previously found to be activated and involved in transgenerational toxicity control after MWCNT exposure. In this study, we observed that exposure to 0.1-10 μg/L MWCNTs caused the significant decrease in expression of tbh-1 encoding a tyramine beta-hydroxylase with the function to govern the octopamine synthesis, suggesting the inhibition in octopamine signal. After exposure to 0.1 μg/L MWCNT, the decrease in tbh-1 expression could be also detected in F1-G and F2-G. Moreover, in germline cells, the TF DAF-12 regulated transgenerational MWCNT toxicity by suppressing expression and function of TBH-1. Meanwhile, exposure to 0.1-10 μg/L MWCNTs induced the increase in octr-1 expression and the decrease in ser-6 expression. After exposure to 0.1 μg/L MWCNT, the increased octr-1 expression and the decreased ser-6 expression were further observed in F1-G and F2-G. Germline TBH-1 controlled transgenerational MWCNT toxicity by regulating the activity of octopamine receptors (SER-6 and OCTR-1) in offspring. Furthermore, in the offspring, SER-6 and OCTR-1 affected the induction of MWCNT toxicity by upregulating or downregulating the level of ELT-2, a GATA TF. Taken together, these findings suggested possible link between alteration in octopamine related signals and MWCNT toxicity induction in offspring in organisms.
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Affiliation(s)
- Yingyue Zhao
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Xin Hua
- Medical School, Southeast University, Nanjing, China
| | - Qi Rui
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China.
| | - Dayong Wang
- Medical School, Southeast University, Nanjing, China
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Gubert P, Gubert G, de Oliveira RC, Fernandes ICO, Bezerra IC, de Ramos B, de Lima MF, Rodrigues DT, da Cruz AFN, Pereira EC, Ávila DS, Mosca DH. Caenorhabditis elegans as a Prediction Platform for Nanotechnology-Based Strategies: Insights on Analytical Challenges. TOXICS 2023; 11:239. [PMID: 36977004 PMCID: PMC10059662 DOI: 10.3390/toxics11030239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Revised: 02/22/2023] [Accepted: 02/24/2023] [Indexed: 06/18/2023]
Abstract
Nanotechnology-based strategies have played a pivotal role in innovative products in different technological fields, including medicine, agriculture, and engineering. The redesign of the nanometric scale has improved drug targeting and delivery, diagnosis, water treatment, and analytical methods. Although efficiency brings benefits, toxicity in organisms and the environment is a concern, particularly in light of global climate change and plastic disposal in the environment. Therefore, to measure such effects, alternative models enable the assessment of impacts on both functional properties and toxicity. Caenorhabditis elegans is a nematode model that poses valuable advantages such as transparency, sensibility in responding to exogenous compounds, fast response to perturbations besides the possibility to replicate human disease through transgenics. Herein, we discuss the applications of C. elegans to nanomaterial safety and efficacy evaluations from one health perspective. We also highlight the directions for developing appropriate techniques to safely adopt magnetic and organic nanoparticles, and carbon nanosystems. A description was given of the specifics of targeting and treatment, especially for health purposes. Finally, we discuss C. elegans potential for studying the impacts caused by nanopesticides and nanoplastics as emerging contaminants, pointing out gaps in environmental studies related to toxicity, analytical methods, and future directions.
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Affiliation(s)
- Priscila Gubert
- Keizo Asami Institute, iLIKA, Federal University of Pernambuco, Recife 50670-901, Brazil
- Graduate Program in Biology Applied to Health, PPGBAS, Federal University of Pernambuco, Recife 50670-901, Brazil
- Graduate Program in Pure and Applied Chemistry, POSQUIPA, Federal University of Western of Bahia, Bahia 47808-021, Brazil
| | - Greici Gubert
- Postdoctoral Program in Chemistry, Federal University of São Carlos, São Carlos 13565-905, Brazil
| | | | - Isabel Cristina Oliveira Fernandes
- Keizo Asami Institute, iLIKA, Federal University of Pernambuco, Recife 50670-901, Brazil
- Graduate Program in Biology Applied to Health, PPGBAS, Federal University of Pernambuco, Recife 50670-901, Brazil
| | | | - Bruna de Ramos
- Oceanography Department, Federal University of Pernambuco, Recife 50670-901, Brazil
| | - Milena Ferreira de Lima
- Keizo Asami Institute, iLIKA, Federal University of Pernambuco, Recife 50670-901, Brazil
- Graduate Program in Biology Applied to Health, PPGBAS, Federal University of Pernambuco, Recife 50670-901, Brazil
| | - Daniela Teixeira Rodrigues
- Graduate Program in Biological Sciences, Toxicological Biochemistry, Federal University of Santa Maria, Santa Maria 97105-900, Brazil
| | | | - Ernesto Chaves Pereira
- Postdoctoral Program in Chemistry, Federal University of São Carlos, São Carlos 13565-905, Brazil
| | - Daiana Silva Ávila
- Graduate Program in Biological Sciences, Toxicological Biochemistry, Federal University of Santa Maria, Santa Maria 97105-900, Brazil
- Graduate Program in Biochemistry, Federal University of Pampa (UNIPAMPA), Uruguaiana 97501-970, Brazil
| | - Dante Homero Mosca
- Postdoctoral Program in Physics, Federal University of Paraná, Curitiba 80060-000, Brazil
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Jeong J, Choi J. Quantitative adverse outcome pathway (qAOP) using bayesian network model on comparative toxicity of multi-walled carbon nanotubes (MWCNTs): safe-by-design approach. Nanotoxicology 2022; 16:679-694. [PMID: 36353843 DOI: 10.1080/17435390.2022.2140615] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
While the various physicochemical properties of engineered nanomaterials influence their toxicities, their understanding is still incomplete. A predictive framework is required to develop safe nanomaterials, and a Bayesian network (BN) model based on adverse outcome pathway (AOP) can be utilized for this purpose. In this study, to explore the applicability of the AOP-based BN model in the development of safe nanomaterials, a comparative study was conducted on the change in the probability of toxicity pathways in response to changes in the dimensions and surface functionalization of multi-walled carbon nanotubes (MWCNTs). Based on the results of our previous study, we developed an AOP leading to cell death, and the experimental results were collected in human liver cells (HepG2) and bronchial epithelium cells (Beas-2B). The BN model was trained on these data to identify probabilistic causal relationships between key events. The results indicated that dimensions were the main influencing factor for lung cells, whereas -OH or -COOH surface functionalization and aspect ratio were the main influencing factors for liver cells. Endoplasmic reticulum stress was found to be a more sensitive pathway for dimensional changes, and oxidative stress was a more sensitive pathway for surface functionalization. Overall, our results suggest that the AOP-based BN model can be used to provide a scientific basis for the development of safe nanomaterials.
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Affiliation(s)
- Jaeseong Jeong
- School of Environmental Engineering, University of Seoul, Seoul, Korea
| | - Jinhee Choi
- School of Environmental Engineering, University of Seoul, Seoul, Korea
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The Impact of Background-Level Carboxylated Single-Walled Carbon Nanotubes (SWCNTs−COOH) on Induced Toxicity in Caenorhabditis elegans and Human Cells. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031218. [PMID: 35162241 PMCID: PMC8834598 DOI: 10.3390/ijerph19031218] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/19/2022] [Accepted: 01/19/2022] [Indexed: 11/25/2022]
Abstract
Single-walled carbon nanotubes (SWCNTs) are widely utilized for industrial, biomedical, and environmental purposes. The toxicity of Carboxylated SWCNTs (SWCNTs−COOH) in in vivo models, particularly Caenorhabditis elegans (C. elegans), and in vitro human cells is still unclear. In this study, C. elegans was used to study the effects of SWCNTs−COOH on lethality, lifespan, growth, reproduction, locomotion, reactive oxygen species (ROS) generation, and the antioxidant system. Our data show that exposure to ≥1 μg·L−1 SWCNTs−COOH could induce toxicity in nematodes that affects lifespan, growth, reproduction, and locomotion behavior. Moreover, the exposure of nematodes to SWCNTs−COOH induced ROS generation and the alteration of antioxidant gene expression. SWCNTs−COOH induced nanotoxic effects at low dose of 0.100 or 1.00 μg·L−1, particularly for the expression of antioxidants (SOD-3, CTL-2 and CYP-35A2). Similar nanotoxic effects were found in human cells. A low dose of SWCNTs−COOH induced ROS generation and increased the expression of catalase, MnSOD, CuZnSOD, and SOD-2 mRNA but decreased the expression of GPX-2 and GPX-3 mRNA in human monocytes. These findings reveal that background-level SWCNTs−COOH exerts obvious adverse effects, and C. elegans is a sensitive in vivo model that can be used for the biological evaluation of the toxicity of nanomaterials.
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Lotfipanah S, Yaghmaei P, Zeinali M, Haeri Rohani SA, Kabodanian Ardestani S. Evaluation of TNF Family Gene Expression under the Influence of Single-Walled and Multi-Walled Carboxylated Carbon Nanotubes in Jurkat Cell Line and Rat. IRANIAN JOURNAL OF BIOTECHNOLOGY 2021; 19:e2717. [PMID: 34435060 PMCID: PMC8358176 DOI: 10.30498/ijb.2021.2717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Background: Nanomaterials, e.g.carbon nanotubes (CNTs), have broad usage in medicine for diagnosis, treatment, and drug delivery. Prior to the widespread use of CNTs, any potential toxicity
issues must be considered. Apoptosis is an important issue in toxicological studies, and tumor necrosis factor (TNF) family members execute crucial roles in apoptosis and inflammation.
We examined the survival of Jurkat cells under the influence of single-walled CNTs (SWCNTs) and multi-walled CNTs (MWCNTs) as well as their impacts on the mRNA levels of
TNF family transcripts in Jurkat cells and rats. Objective: To evaluate the toxicity or safety of a specific concentration and form of CNT on the expression of one of the gene families of the apoptotic pathway. Materials and Methods: Jurkat cells were exposed to SWCNTs and MWCNTs in carboxylated form (SWCNTS-COOH and MWCNTs-COOH). MTT assay assessed the cell survival, and using qRT-PCR, the expression
levels of TNF, CD40LG, TNFSF10, TNFSF8, CD40, TNFRSF10A, TNFRSF10B,
TNFRSF11B, TNFRSF1A, TNFRSF21, TNFRSF25, and TNFRSF9 were examined. The housekeeping genes β-actin and
glyceraldehyde 3-phosphate dehydrogenase was utilized for normalization. We also evaluated the expression levels of TNF and TNFRSF10A in rats in vivo 30 and 60 days after being injected with CNTs. Results: After 72 h of carboxylated CNTs at 100 µg. mL-1, no significant change was observed in the survival rate of treated Jurkat cells. The expression of two genes
(TNF and TNFRSF10A) changed significantly. Examining the expression profiles of these two genes in rats demonstrated an insignificant change in the expression of any
of these genes after 30 and 60 days. The qRT-PCR analysis exhibited the elevated levels of TNF and TNFRSF10A mRNA in the CNT-treated cells, while expression of other TNF family
members did not significantly differ from control (untreated) Jurkat cells. There was also no significant change in the gene expression levels of TNF and TNFRSF10A in CNT-treated rats after 30 and 60 days. Conclusions: Administration of SWCNTs-COOH and MWCNTs-COOH could result in the up-regulation of TNF and TNFRSF10A but did not initiate apoptosis in Jurkat cells.
Carboxylated SWCNTs showed more potent activity than MWCNTs in activating TNF gene expression and probably trigger cell death through external apoptotic pathways.
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Affiliation(s)
- Shirin Lotfipanah
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Parichehreh Yaghmaei
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Majid Zeinali
- Biotechnology Research Center, Research Institute of Petroleum Industry (RIPI), Tehran, Iran
| | - Seyed Ali Haeri Rohani
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
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Liaw J, Hsieh WH, Chiou SH, Huang YS, Chang SF. Assessment of the Oral Delivery of a Myelin Basic Protein Gene Promoter with Antiapoptotic bcl-x L (pMBP-bcl-x L) DNA by Cyclic Peptide Nanotubes with Two Aspect Ratios and Its Biodistribution in the Brain and Spinal Cord. Mol Pharm 2021; 18:2556-2573. [PMID: 34110176 DOI: 10.1021/acs.molpharmaceut.1c00057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Cyclo-(D-Trp-Tyr) peptide nanotubes (PNTs) were reported to be potential carriers for oral gene delivery in our previous study; however, the effect of the aspect ratio (AR) of these PNTs on gene delivery in vivo could affect penetration or interception in biological environments. The aim of this study was to assess the feasibility of cyclo-(D-Trp-Tyr) PNTs with two ARs as carriers for oral pMBP-bcl-xL-hRluc delivery to the spinal cord to treat spinal cord injury (SCI). We evaluated the biodistribution of oligodendrocyte (OLG)-specific myelin basic protein gene promoter-driven antiapoptotic DNA (pMBP-bcl-xL) to the brain and spinal cord delivered with cyclo-(D-Trp-Tyr) PNTs with large (L) and small (S) PNTs with two ARs. After complex formation, the length, width, and AR of the L-PNTs/DNA were 77.86 ± 3.30, 6.51 ± 0.28, and 13.75 ± 7.29 μm, respectively, and the length and width of the S-PNTs/DNA were 1.17 ± 0.52 and 0.17 ± 0.05 μm, respectively, giving an AR of 7.12 ± 3.17 as detected by scanning electron microscopy. Each of these three parameters exhibited significant differences (p < 0.05) between L-PNTs/DNA and S-PNTs/DNA. However, there were no significant differences (p > 0.05) between the L-PNTs and S-PNTs for either their DNA encapsulation efficiency (29.72 ± 14.19 and 34.31 ± 16.78%, respectively) or loading efficiency (5.15 ± 2.58 and 5.95 ± 2.91%). The results of the in vitro analysis showed that the S-PNT/DNA complexes had a significantly higher DNA release rate and DNA permeation in the duodenum than the L-PNT/DNA complexes. Using Cy5 and TM-rhodamine to individually and chemically conjugate the PNTs with plasmid DNA, we observed, using laser confocal microscopy, that the PNTs and DNA colocalized in complexes. We further confirmed the complexation between DNA and the PNTs using fluorescence resonance energy transfer (FRET). Data from an in vivo imaging system (IVIS) showed that there was no significant difference (p > 0.05) in PNT distribution between L-PNTs/DNA and S-PNTs/DNA within 4 h. However, the S-PNT/DNA group had a significantly higher DNA distribution (p < 0.05) in several organs, including the ilium, heart, lungs, spleen, kidneys, testes, brain, and spinal cord. Finally, we determined the bcl-xL protein expression levels in the brain and spinal cord regions for the L-PNT/DNA and S-PNT/DNA complex formulations. These results suggested that either L-PNTs or S-PNTs may be used as potential carriers for oral gene delivery to treat SCI.
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Affiliation(s)
- Jiahorng Liaw
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei 110, Taiwan
| | - Wei-Hsien Hsieh
- Department of Biotechnology and Pharmaceutical Technology, Yuanpei University of Medical Technology, Hsinchu 300, Taiwan
| | - Shih-Hsun Chiou
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei 110, Taiwan
| | - Yu-Shan Huang
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei 110, Taiwan
| | - Shwu-Fen Chang
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei 111, Taiwan
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Alaraby M, Hernández A, Marcos R. Novel insights into biodegradation, interaction, internalization and impacts of high-aspect-ratio TiO 2 nanomaterials: A systematic in vivo study using Drosophila melanogaster. JOURNAL OF HAZARDOUS MATERIALS 2021; 409:124474. [PMID: 33187802 DOI: 10.1016/j.jhazmat.2020.124474] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/30/2020] [Accepted: 11/02/2020] [Indexed: 06/11/2023]
Abstract
The elongated nature of the high-aspect-ratio nanomaterials (NMs) can help us to obtain valuable information on its biodegradation, physical interaction with target-cells, and internalization. Three different length nano-titanium have been studied using Drosophila, TEM, and different biological markers. Nano-titanium, regardless of its shape, was eroded and degraded just entering the gut lumen of the larvae. Results showed that the distinguished shape of nanowires helps to understand the interactions of NMs with the intestinal barrier. The peritrophic membrane, as the first defense line of the intestinal barrier, succeeded in the reservation of NMs, though the perpendicular particles of nanowires stabbing it, making pores, and permitting their translocation into intestinal cells. On the other side, the exposure to TiO2NPs did not decrease egg-to-adult viability, but all its different shapes, especially nanowires, mediated a wide molecular response including changes of expression in genes involved in stress, antioxidant, repair, and physical interaction responses. All these changes concerning their ability to elevate ROS levels ultimately led to potential genotoxicity. So, the high aspect ratio NMs are efficient in understanding the outstanding issues of NMs exposure, but at the same time could induce genotoxic impact rather than the low aspect ones.
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Affiliation(s)
- Mohamed Alaraby
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Campus of Bellaterra, 08193 Cerdanyola del Vallès (Barcelona), Spain; Zoology Department, Faculty of Sciences, Sohag University, 82524 Sohag, Egypt
| | - Alba Hernández
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Campus of Bellaterra, 08193 Cerdanyola del Vallès (Barcelona), Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, Madrid, Spain
| | - Ricard Marcos
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Campus of Bellaterra, 08193 Cerdanyola del Vallès (Barcelona), Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Carlos III Institute of Health, Madrid, Spain.
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Sharma S, Naskar S, Kuotsu K. A review on carbon nanotubes: Influencing toxicity and emerging carrier for platinum based cytotoxic drug application. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2019.02.028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Sheehan B, Murphy F, Mullins M, Furxhi I, Costa AL, Simeone FC, Mantecca P. Hazard Screening Methods for Nanomaterials: A Comparative Study. Int J Mol Sci 2018; 19:ijms19030649. [PMID: 29495342 PMCID: PMC5877510 DOI: 10.3390/ijms19030649] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 02/14/2018] [Accepted: 02/15/2018] [Indexed: 11/25/2022] Open
Abstract
Hazard identification is the key step in risk assessment and management of manufactured nanomaterials (NM). However, the rapid commercialisation of nano-enabled products continues to out-pace the development of a prudent risk management mechanism that is widely accepted by the scientific community and enforced by regulators. However, a growing body of academic literature is developing promising quantitative methods. Two approaches have gained significant currency. Bayesian networks (BN) are a probabilistic, machine learning approach while the weight of evidence (WoE) statistical framework is based on expert elicitation. This comparative study investigates the efficacy of quantitative WoE and Bayesian methodologies in ranking the potential hazard of metal and metal-oxide NMs—TiO2, Ag, and ZnO. This research finds that hazard ranking is consistent for both risk assessment approaches. The BN and WoE models both utilize physico-chemical, toxicological, and study type data to infer the hazard potential. The BN exhibits more stability when the models are perturbed with new data. The BN has the significant advantage of self-learning with new data; however, this assumes all input data is equally valid. This research finds that a combination of WoE that would rank input data along with the BN is the optimal hazard assessment framework.
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Affiliation(s)
- Barry Sheehan
- Department of Accounting and Finance, University of Limerick, V94PH93 Limerick, Ireland.
| | - Finbarr Murphy
- Department of Accounting and Finance, University of Limerick, V94PH93 Limerick, Ireland.
| | - Martin Mullins
- Department of Accounting and Finance, University of Limerick, V94PH93 Limerick, Ireland.
| | - Irini Furxhi
- Department of Accounting and Finance, University of Limerick, V94PH93 Limerick, Ireland.
| | - Anna L Costa
- Institute of Science and Technology for Ceramics (CNR-ISTEC), National Research Council of Italy, Via Granarolo 64, 48018 Faenza (RA), Italy.
| | - Felice C Simeone
- Institute of Science and Technology for Ceramics (CNR-ISTEC), National Research Council of Italy, Via Granarolo 64, 48018 Faenza (RA), Italy.
| | - Paride Mantecca
- Department of Earth and Environmental Sciences, Particulate Matter and Health Risk (POLARIS) Research Centre, University of Milano Bicocca, 20126 Milano, Italy.
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11
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Baghdadchi Y, Khoshkam M, Fathi M, Jalilvand A, Fooladsaz K, Ramazani A. The assessment of metabolite alteration induced by -OH functionalized multi-walled carbon nanotubes in mice using NMR-based metabonomics. BIOIMPACTS : BI 2017; 8:107-116. [PMID: 29977832 PMCID: PMC6026527 DOI: 10.15171/bi.2018.13] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 11/27/2017] [Accepted: 11/29/2017] [Indexed: 12/24/2022]
Abstract
Introduction: There is a fundamental need to characterize multiwalled carbon nanotubes (MWCNTs) toxicity to guarantee their safe application. Functionalized MWCNTs have recently attracted special interest in order to enhance biocompatibility. The aim of the current work was to study the underlying toxicity mechanism of the -OH-functionalized MWCNTs (MWCNTs-OH), using the powerful NMR-based metabonomics technique. Methods: Following intraperitoneal single-injection of mice with 3 doses of MWCNTs-OH and one control, samples were collected at four time points during 22-days for NMR, biochemistry, and histopathology analysis. Metabolome profiling and pathway analysis were implemented by chemometrics tools and metabolome databases. Results: Based on the 1H-NMR data, metabolic perturbation induced by MWCNTs-OH were characterized by altered levels of steroid hormones, including elevated androgens, estrogens, corticosterone, and aldosterone. Moreover, increased L-lysine, aminoadipate, taurine and taurocholic acid and decreased biotin were observed in the high-dose group (1 mg.kg-1 B.W.) compared to the control. The findings also indicated that steroid hormone biosynthesis, lysine biosynthesis, and biotin metabolism are the most affected pathways by MWCNTs-OH. Conclusion: These pathways can reflect perturbation of energy, amino acids, and fat metabolism, as well as oxidative stress. The data obtained by biochemistry, metabonomics, and histopathology were in good agreement, proving that MWCNTs-OH was excreted within 24 h, through the biliary pathway.
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Affiliation(s)
- Yasamin Baghdadchi
- Zanjan Metabolic Diseases Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Maryam Khoshkam
- Chemistry Group, Faculty of Basic Sciences, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Mojtaba Fathi
- Zanjan Metabolic Diseases Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
- Cancer Gene Therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Ahmad Jalilvand
- Zanjan Metabolic Diseases Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Koorosh Fooladsaz
- Zanjan Metabolic Diseases Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Ali Ramazani
- Cancer Gene Therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
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12
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Chen Z, Wang Q, Asmani M, Li Y, Liu C, Li C, Lippmann JM, Wu Y, Zhao R. Lung Microtissue Array to Screen the Fibrogenic Potential of Carbon Nanotubes. Sci Rep 2016; 6:31304. [PMID: 27510174 PMCID: PMC4980669 DOI: 10.1038/srep31304] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 07/18/2016] [Indexed: 12/25/2022] Open
Abstract
Due to their excellent physical and chemical characteristics, multi-wall carbon nanotubes (MWCNT) have the potential to be used in structural composites, conductive materials, sensors, drug delivery and medical imaging. However, because of their small-size and light-weight, the applications of MWCNT also raise health concerns. In vivo animal studies have shown that MWCNT cause biomechanical and genetic alterations in the lung tissue which lead to lung fibrosis. To screen the fibrogenic risk factor of specific types of MWCNT, we developed a human lung microtissue array device that allows real-time and in-situ readout of the biomechanical properties of the engineered lung microtissue upon MWCNT insult. We showed that the higher the MWCNT concentration, the more severe cytotoxicity was observed. More importantly, short type MWCNT at low concentration of 50 ng/ml stimulated microtissue formation and contraction force generation, and caused substantial increase in the fibrogenic marker miR-21 expression, indicating the high fibrogenic potential of this specific carbon nanotube type and concentration. The presented microtissue array system provides a powerful tool for high-throughput examination of the therapeutic and toxicological effects of target compounds in realistic tissue environment.
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Affiliation(s)
- Zhaowei Chen
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Qixin Wang
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Mohammadnabi Asmani
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Yan Li
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Chang Liu
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Changning Li
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA.,State University of New York at Buffalo, Department of Chemical and Biological Engineering, Buffalo, New York, 14260, USA
| | - Julian M Lippmann
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Yun Wu
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
| | - Ruogang Zhao
- State University of New York at Buffalo, Department of Biomedical Engineering, Buffalo, New York, 14260, USA
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Allegri M, Perivoliotis DK, Bianchi MG, Chiu M, Pagliaro A, Koklioti MA, Trompeta AFA, Bergamaschi E, Bussolati O, Charitidis CA. Toxicity determinants of multi-walled carbon nanotubes: The relationship between functionalization and agglomeration. Toxicol Rep 2016; 3:230-243. [PMID: 28959543 PMCID: PMC5615827 DOI: 10.1016/j.toxrep.2016.01.011] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 01/15/2016] [Indexed: 01/08/2023] Open
Abstract
The elucidation of toxicity determinants of multi-walled carbon nanotubes (MWCNT) is still incomplete. Functionalization with carboxyl groups is, however, commonly used to mitigate MWCNT toxicity, although the rationale for the mitigating effect has not been fully clarified yet. In this work, two optimized chemical vapor deposition methods were employed to obtain MWCNT of comparable length but different diameter, which were subsequently functionalized. For MWCNT of diameter larger than 40 nm, no detrimental effects on cell viability of macrophages were observed, while mild cytotoxicity was recorded for diameters between 15 and 40 nm, with a mitigating effect of functionalization. To investigate the factors responsible for the mitigation, we used the thinnest MWCNT preparation on different cell models, evaluating several endpoints, such as viability, production of nitric oxide (NO), expression of pro-inflammatory markers, the Trans-Epithelial Electrical Resistance (TEER), and clonogenic activity. Substantial mitigation of the changes caused by pristine MWCNT was observed not only with carboxyl- but also with amino-functionalized MWCNT, suggesting that negative or positive surface charge was not the main factor responsible for the effect. Instead, either functionalized preparation exhibited a stronger tendency to agglomerate that was strictly dependent on the presence of proteins. Moreover, we found that either carboxyl- or amino-functionalized MWCNT adsorbed a larger amount of serum proteins than pristine counterparts, with a distinctive pattern for each type of MWCNT. We propose, therefore, that the formation of larger agglomerates, dependent upon different protein coronae, contributes to mitigate the biological effects of functionalized MWCNT in protein-rich biological media.
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Key Words
- Agglomeration
- Airway epithelium
- BET, Brunauer, Emmett and Teller
- BSA, Bovine Serum Albumin
- CFE, colony forming efficiency
- CNT, carbon nanotubes
- CVD, carbon vapor deposition
- Carbon nanotubes
- DMEM, Dulbecco’s modified Eagle’s medium
- DTT, dithiothreitol
- EDS, energy dispersive X-ray spectrometry
- FBS, Fetal Bovine Serum
- FT-IR, Fourier transform infrared spectroscopy
- Functionalization
- Inflammation
- MWCNT, multi-walled carbon nanotubes
- Macrophages
- NO, nitric oxide
- Protein corona
- SDS, sodium dodecyl sulphate
- SDS-PAGE, SDS polyacrylamide gel electrophoresis
- SSA, specific surface area
- SWCNT, single-walled carbon nanotubes
- TEER, Trans-Epithelial Electrical Resistance
- TGA, thermogravimetric analysis
- XRD, X-ray diffraction
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Affiliation(s)
- Manfredi Allegri
- Unit of General Pathology, Department of Biomedical, Biotechnological and Translational Sciences, University of Parma, 43125 Parma, Italy
| | - Dimitrios K Perivoliotis
- Research Unit of Advanced, Composite, Nano-Materials and Nanotechnology, Department of Materials Science and Engineering, School of Chemical Engineering, National Technical University of Athens, GR-157 80 Athens, Greece
| | - Massimiliano G Bianchi
- Unit of Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine, University of Parma, 4312 Parma, Italy
| | - Martina Chiu
- Unit of General Pathology, Department of Biomedical, Biotechnological and Translational Sciences, University of Parma, 43125 Parma, Italy
| | - Alessandra Pagliaro
- Unit of General Pathology, Department of Biomedical, Biotechnological and Translational Sciences, University of Parma, 43125 Parma, Italy
| | - Malamatenia A Koklioti
- Research Unit of Advanced, Composite, Nano-Materials and Nanotechnology, Department of Materials Science and Engineering, School of Chemical Engineering, National Technical University of Athens, GR-157 80 Athens, Greece
| | - Aikaterini-Flora A Trompeta
- Research Unit of Advanced, Composite, Nano-Materials and Nanotechnology, Department of Materials Science and Engineering, School of Chemical Engineering, National Technical University of Athens, GR-157 80 Athens, Greece
| | - Enrico Bergamaschi
- Unit of Occupational and Environmental Medicine, Department of Clinical and Experimental Medicine, University of Parma, 4312 Parma, Italy
| | - Ovidio Bussolati
- Unit of General Pathology, Department of Biomedical, Biotechnological and Translational Sciences, University of Parma, 43125 Parma, Italy
| | - Constantinos A Charitidis
- Research Unit of Advanced, Composite, Nano-Materials and Nanotechnology, Department of Materials Science and Engineering, School of Chemical Engineering, National Technical University of Athens, GR-157 80 Athens, Greece
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