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Awashra M, Młynarz P. The toxicity of nanoparticles and their interaction with cells: an in vitro metabolomic perspective. NANOSCALE ADVANCES 2023; 5:2674-2723. [PMID: 37205285 PMCID: PMC10186990 DOI: 10.1039/d2na00534d] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 01/27/2023] [Indexed: 05/21/2023]
Abstract
Nowadays, nanomaterials (NMs) are widely present in daily life due to their significant benefits, as demonstrated by their application in many fields such as biomedicine, engineering, food, cosmetics, sensing, and energy. However, the increasing production of NMs multiplies the chances of their release into the surrounding environment, making human exposure to NMs inevitable. Currently, nanotoxicology is a crucial field, which focuses on studying the toxicity of NMs. The toxicity or effects of nanoparticles (NPs) on the environment and humans can be preliminary assessed in vitro using cell models. However, the conventional cytotoxicity assays, such as the MTT assay, have some drawbacks including the possibility of interference with the studied NPs. Therefore, it is necessary to employ more advanced techniques that provide high throughput analysis and avoid interferences. In this case, metabolomics is one of the most powerful bioanalytical strategies to assess the toxicity of different materials. By measuring the metabolic change upon the introduction of a stimulus, this technique can reveal the molecular information of the toxicity induced by NPs. This provides the opportunity to design novel and efficient nanodrugs and minimizes the risks of NPs used in industry and other fields. Initially, this review summarizes the ways that NPs and cells interact and the NP parameters that play a role in this interaction, and then the assessment of these interactions using conventional assays and the challenges encountered are discussed. Subsequently, in the main part, we introduce the recent studies employing metabolomics for the assessment of these interactions in vitro.
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Affiliation(s)
- Mohammad Awashra
- Department of Chemistry and Materials Science, School of Chemical Engineering, Aalto University 02150 Espoo Finland
- Department of Biochemistry, Molecular Biology and Biotechnology, Faculty of Chemistry, Wroclaw University of Science and Technology Wroclaw Poland
| | - Piotr Młynarz
- Department of Biochemistry, Molecular Biology and Biotechnology, Faculty of Chemistry, Wroclaw University of Science and Technology Wroclaw Poland
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2
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Al-natour M, Abdelrazig S, Ghaemmaghami AM, Alexander C, Kim DH. Metabolic Signatures of Surface-Modified Poly(lactic- co-glycolic acid) Nanoparticles in Differentiated THP-1 Cells Derived with Liquid Chromatography-Mass Spectrometry-based Metabolomics. ACS OMEGA 2022; 7:28806-28819. [PMID: 36033713 PMCID: PMC9404530 DOI: 10.1021/acsomega.2c01660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 08/03/2022] [Indexed: 06/15/2023]
Abstract
Polymeric nanoparticles (NPs) are widely used in preclinical drug delivery investigations, and some formulations are now in the clinic. However, the detailed effects of many NPs at the subcellular level have not been fully investigated. In this study, we used differentiated THP-1 macrophage cells, as a model, to investigate the metabolic changes associated with the use of poly (lactic-co-glycolic acid) (PLGA) NPs with different surface coating or conjugation chemistries. Liquid chromatography-mass spectrometry-based metabolic profiling was performed on the extracts (n = 6) of the differentiated THP-1 cells treated with plain, Pluronic (F-127, F-68, and P-85)-coated and PEG-PLGA NPs and control (no treatment). Principal component analysis and orthogonal partial least squares-discriminant analysis (OPLS-DA) in conjunction with univariate and pathway analyses were performed to identify significantly changed metabolites and pathways related to exposure of the cells to NPs. OPLS-DA of each class in the study compared to the control showed clear separation and clustering with cross-validation values of R 2 and Q 2 > 0.5. A total of 105 metabolites and lipids were found to be significantly altered in the differentiated THP-1 cell profiles due to the NP exposure, whereas more than 20 metabolic pathways were found to be affected. These pathways included glycerophospholipid, sphingolipid, linoleic acid, arginine and proline, and alpha-linolenic acid metabolisms. PLGA NPs were found to perturb some amino acid metabolic pathways and altered membrane lipids to a different degree. The metabolic effect of the PLGA NPs on the cells were comparable to those caused by silver oxide NPs and other inorganic nanomaterials. However, PEG-PLGA NPs demonstrated a reduced impact on the cellular metabolism compared to Pluronic copolymer-coated PLGA and plain PLGA NPs.
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Affiliation(s)
- Mohammad
A. Al-natour
- Molecular
Therapeutics and Formulation Division, School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, U.K.
- Division
of Pharmaceutics and Pharmaceutical Sciences, Faculty of Pharmacy, University of Petra, Amman 11196, Jordan
| | - Salah Abdelrazig
- Centre
for Analytical Bioscience, Advanced Materials and Healthcare Technologies
Division, School of Pharmacy, University
of Nottingham, Nottingham NG7 2RD, U.K.
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Khartoum, Khartoum 11115, Sudan
| | - Amir M. Ghaemmaghami
- Immunology
& Immuno-bioengineering Group, School of Life Sciences, Faculty
of Medicine and Health Sciences, Queen’s Medical Centre, University of Nottingham, Nottingham NG7 2RD, U.K.
| | - Cameron Alexander
- Molecular
Therapeutics and Formulation Division, School of Pharmacy, University of Nottingham, Nottingham NG7 2RD, U.K.
| | - Dong-Hyun Kim
- Centre
for Analytical Bioscience, Advanced Materials and Healthcare Technologies
Division, School of Pharmacy, University
of Nottingham, Nottingham NG7 2RD, U.K.
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Liu Y, Wen H, Wu X, Wu M, Liu L, Wang J, Huo G, Lyu J, Xie L, Dan M. The Bio-Persistence of Reversible Inflammatory, Histological Changes and Metabolic Profile Alterations in Rat Livers after Silver/Gold Nanorod Administration. NANOMATERIALS (BASEL, SWITZERLAND) 2021; 11:2656. [PMID: 34685095 PMCID: PMC8538332 DOI: 10.3390/nano11102656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/26/2021] [Accepted: 10/02/2021] [Indexed: 11/16/2022]
Abstract
As a widely applied nanomaterial, silver nanomaterials (AgNMs) have increased public concern about their potential adverse biological effects. However, there are few related researches on the long-term toxicity, especially on the reversibility of AgNMs in vivo. In the current study, this issue was tackled by exploring liver damage after an intravenous injection of silver nanorods with golden cores (Au@AgNRs) and its potential recovery in a relatively long term (8 w). After the administration of Au@AgNRs into rats, Ag was found to be rapidly cleared from blood within 10 min and mainly accumulated in liver as well as spleen until 8 w. All detected parameters almost displayed a two-stage response to Au@AgNRs administration, including biological markers, histological changes and metabolic variations. For the short-term (2 w) responses, some toxicological parameters (hematological changes, cytokines, liver damages etc.) significantly changed compared to control and AuNRs group. However, after a 6-week recovery, all abovementioned changes mostly returned to the normal levels in the Au@AgNRs group. These indicated that after a lengthy period, acute bioeffects elicited by AgNMs could be followed by the adaptive recovery, which will provide a novel and valuable toxicity mechanism of AgNMs for potential biomedical applications of AgNMs.
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Affiliation(s)
- Ying Liu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, NCNST-NIFDC Joint Laboratory for Measurement and Evaluation of Nanomaterials in Medical Applications, Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, No. 11 Beiyitiao Zhongguancun, Haidian District, Beijing 100190, China;
| | - Hairuo Wen
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, No. 8 Hongda Mid-Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 100176, China; (H.W.); (J.W.); (G.H.); or (J.L.)
| | - Xiaochun Wu
- CAS Key Laboratory of Standardization and Measurement for Nanotechnology, NCNST-NIFDC Joint Laboratory for Measurement and Evaluation of Nanomaterials in Medical Applications, Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, No. 11 Beiyitiao Zhongguancun, Haidian District, Beijing 100190, China; (X.W.); (M.W.); (L.L.)
| | - Meiyu Wu
- CAS Key Laboratory of Standardization and Measurement for Nanotechnology, NCNST-NIFDC Joint Laboratory for Measurement and Evaluation of Nanomaterials in Medical Applications, Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, No. 11 Beiyitiao Zhongguancun, Haidian District, Beijing 100190, China; (X.W.); (M.W.); (L.L.)
| | - Lin Liu
- CAS Key Laboratory of Standardization and Measurement for Nanotechnology, NCNST-NIFDC Joint Laboratory for Measurement and Evaluation of Nanomaterials in Medical Applications, Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, No. 11 Beiyitiao Zhongguancun, Haidian District, Beijing 100190, China; (X.W.); (M.W.); (L.L.)
| | - Jiahui Wang
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, No. 8 Hongda Mid-Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 100176, China; (H.W.); (J.W.); (G.H.); or (J.L.)
| | - Guitao Huo
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, No. 8 Hongda Mid-Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 100176, China; (H.W.); (J.W.); (G.H.); or (J.L.)
| | - Jianjun Lyu
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, No. 8 Hongda Mid-Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 100176, China; (H.W.); (J.W.); (G.H.); or (J.L.)
- Department of Pathology, InnoStar Bio-Tech Nantong Co., Ltd., Nantong 226133, China
| | - Liming Xie
- CAS Key Laboratory of Standardization and Measurement for Nanotechnology, NCNST-NIFDC Joint Laboratory for Measurement and Evaluation of Nanomaterials in Medical Applications, Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, No. 11 Beiyitiao Zhongguancun, Haidian District, Beijing 100190, China; (X.W.); (M.W.); (L.L.)
- School of Nanoscience and Technology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Mo Dan
- National Center for Safety Evaluation of Drugs, National Institutes for Food and Drug Control, No. 8 Hongda Mid-Road, Beijing Economic and Technological Development Zone, Daxing District, Beijing 100176, China; (H.W.); (J.W.); (G.H.); or (J.L.)
- The State Key Laboratory of New Pharmaceutical Preparations and Excipients, 226 Huanghe Road, Shijiazhuang 050035, China
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Jonoush ZA, Farahani M, Bohlouli M, Niknam Z, Golchin A, Hatamie S, Rezaei-Tavirani M, Omidi M, Zali H. Surface Modification of Graphene and its Derivatives for Drug Delivery Systems. MINI-REV ORG CHEM 2021. [DOI: 10.2174/1570193x17999200507093954] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Nowadays, carbon-based nanostructure materials are regarded as promising carriers for
drug delivery to improve the effective treatment of diseases. The formation of covalent and noncovalent
molecular bonds can be used for surface modification of nano-carriers in order to manipulate
their toxicity, water solubility, and cellular internalization. Graphene and its derivatives have
shown important potential in drug delivery systems. Among different graphene derivatives, Graphene
Oxide (GO) is the most extensively used derivative. GO sheets have possessed certain oxygen
functional groups including carboxylic acid groups at the edges, epoxy and hydroxyl groups on the
basal planes. The oxygen groups on the surface of GO sheets enhance their capabilities for functionalization
with chemical and bioactive molecules. In this review, we highlight the recent researches
about the effect of reactive sites on the surface of GO and its derivatives in drug delivery systems.
Therefore, the application of GO and its derivatives have been discussed as a delivery system in cancer
treatment, gene therapy, and combination therapy, followed by discussions on their related issues.
Finally, the review will provide a future perspective to the applications of GO-based materials as part
of drug delivery systems, and may open up new viewpoints to motivate broader interests across these
interdisciplinary fields.
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Affiliation(s)
- Zahra A. Jonoush
- Department of Immunology, Shahid Sadoughi University of Medical Sciences & Health Services, Yazd, Iran
| | - Masoumeh Farahani
- Proteomics Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mahboubeh Bohlouli
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Technologies in Medicine, Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Niknam
- Proteomics Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Golchin
- Department of Clinical Biochemistry, School of Medicine, Urmia University of Medical Sciences, Urmia, Iran
| | - Shadie Hatamie
- Department of Power Mechanical Engineering National Tsing Hua University Hsinchu 30013, Taiwan
| | | | - Meisam Omidi
- School of Dentistry, Marquette University, Wisconsin, United States
| | - Hakimeh Zali
- Proteomics Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Raja G, Jang YK, Suh JS, Kim HS, Ahn SH, Kim TJ. Microcellular Environmental Regulation of Silver Nanoparticles in Cancer Therapy: A Critical Review. Cancers (Basel) 2020; 12:E664. [PMID: 32178476 PMCID: PMC7140117 DOI: 10.3390/cancers12030664] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/04/2020] [Accepted: 03/06/2020] [Indexed: 12/16/2022] Open
Abstract
Silver nanoparticles (AgNPs) play significant roles in various cancer cells such as functional heterogeneity, microenvironmental differences, and reversible changes in cell properties (e.g., chemotherapy). There is a lack of targets for processes involved in tumor cellular heterogeneity, such as metabolic clampdown, cytotoxicity, and genotoxicity, which hinders microenvironmental biology. Proteogenomics and chemical metabolomics are important tools that can be used to study proteins/genes and metabolites in cells, respectively. Chemical metabolomics have many advantages over genomics, transcriptomics, and proteomics in anticancer therapy. However, recent studies with AgNPs have revealed considerable genomic and proteomic changes, particularly in genes involved in tumor suppression, apoptosis, and oxidative stress. Metabolites interact biochemically with energy storage, neurotransmitters, and antioxidant defense systems. Mechanobiological studies of AgNPs in cancer metabolomics suggest that AgNPs may be promising tools that can be exploited to develop more robust and effective adaptive anticancer therapies. Herein, we present a proof-of-concept review for AgNPs-based proteogenomics and chemical metabolomics from various tumor cells with the help of several technologies, suggesting their promising use as drug carriers for cancer therapy.
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Affiliation(s)
- Ganesan Raja
- Department of Biological Sciences, Pusan National University, Pusan 46241, Korea;
| | - Yoon-Kwan Jang
- Integrated Biological Science, Pusan National University, Pusan 46241, Korea (S.H.A.)
| | - Jung-Soo Suh
- Integrated Biological Science, Pusan National University, Pusan 46241, Korea (S.H.A.)
| | - Heon-Su Kim
- Integrated Biological Science, Pusan National University, Pusan 46241, Korea (S.H.A.)
| | - Sang Hyun Ahn
- Integrated Biological Science, Pusan National University, Pusan 46241, Korea (S.H.A.)
| | - Tae-Jin Kim
- Department of Biological Sciences, Pusan National University, Pusan 46241, Korea;
- Integrated Biological Science, Pusan National University, Pusan 46241, Korea (S.H.A.)
- Institute of Systems Biology, Pusan National University, Pusan 46241, Korea
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6
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Wang P, Zhang B, Zhang H, He Y, Ong CN, Yang J. Metabolites change of Scenedesmus obliquus exerted by AgNPs. J Environ Sci (China) 2019; 76:310-318. [PMID: 30528022 DOI: 10.1016/j.jes.2018.05.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 05/17/2018] [Accepted: 05/17/2018] [Indexed: 06/09/2023]
Abstract
With increasing emission of silver nanoparticles (AgNPs) into the environment, it is important to understand the effects of ambient concentration of AgNPs. The biological effects of AgNPs on Scenedesmus obliquus, a ubiquitous freshwater microalgae, was evaluated. AgNPs exerted a minor inhibitory effect at low doses. Non-targeted metabolomic studies were conducted to understand and analyze the effect of AgNPs on algal cells from a molecular perspective. During the 48 hr of exposure to AgNPs, 30 metabolites were identified, of which nine had significant changes compared to the control group. These include d-galactose, sucrose, and d-fructose. These carbohydrates are involved in the synthesis and repair of cell walls. Glycine, an important constituent amino acid of glutathione, increased with AgNP exposure concentration increasing, likely to counteract an increased intracellular oxidative stress. These results provide a new understanding of the toxicity effects and mechanism of AgNPs. These metabolites could be useful biomarkers for future research, employed in the early detection of environmental risk from AgNPs.
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Affiliation(s)
- Pu Wang
- School of Environmental Science & Engineering, Shanghai Jiaotong University, Shanghai 200240, China; School of Municipal and Environmental Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China.
| | - Bo Zhang
- School of Environmental Science & Engineering, Shanghai Jiaotong University, Shanghai 200240, China.
| | - Hui Zhang
- NUS Environmental Research Institute, National University of Singapore, Singapore 117597, Singapore
| | - Yiliang He
- School of Environmental Science & Engineering, Shanghai Jiaotong University, Shanghai 200240, China
| | - Choon Nam Ong
- NUS Environmental Research Institute, National University of Singapore, Singapore 117597, Singapore
| | - Jun Yang
- School of Municipal and Environmental Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
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7
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Wang P, Ng QX, Zhang H, Zhang B, Ong CN, He Y. Metabolite changes behind faster growth and less reproduction of Daphnia similis exposed to low-dose silver nanoparticles. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2018; 163:266-273. [PMID: 30056340 DOI: 10.1016/j.ecoenv.2018.07.080] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 07/18/2018] [Accepted: 07/20/2018] [Indexed: 06/08/2023]
Abstract
With increasing presence of silver nanoparticles (AgNPs) into the environment, the chronic and low-dose effects of AgNPs are of vital concern. This study evaluated chronic physiological effects of AgNPs on Daphnia similis, which were exposed to two ambient encountered concentrations (0.02 and 1 ppb) of AgNPs for 21 days. It was observed that the low-dose AgNPs stimulated a significant increase in average length/dry mass, but inhibited reproduction compared to control specimens. Non-targeted metabolomics based on liquid chromatography-quadrupole-time of flight-mass spectrometry (LC-QTOFMS-MS) and gas chromatograph-quadrupole time of flight mass spectrometry (GC-QTOF-MS) were utilized to elucidate the underlying molecular mechanisms of these responses. Forty one metabolites were identified, including 18 significantly-changed metabolites, suggesting up regulation in protein digestion and absorption (amino acids, such as isoleucine, tryptophan, lysine, leucine, valine, aspartic acid, threonine, tyrosine) and down regulation of lipid related metabolism (fatty acids, such as arachidonic acid, stearidonic acid, linoelaidic acid and eicosapentaenoic acid) were key events in these responses. The increase in these amino acid contents explains the accelerated growth of D. similis from the metabolic pathway of aminoacyl-tRNA biosynthesis. Down regulation of fatty acid contents corresponds to the observed drop in the reproduction rate considering the fatty acid biological enzymatic reaction pathways. Significant changes in metabolites provided a renewed mechanistic understanding of low concentration chronic toxicity of AgNP toxicity on D. similis.
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Affiliation(s)
- Pu Wang
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China; School of Municipal and Environmental Engineering, Lanzhou Jiaotong University, 88 Anning Road, Lanzhou 730070, China
| | - Qin Xiang Ng
- Yong Loo Lin School of Medicine, National University of Singapore, 117597, Singapore
| | - Hui Zhang
- NUS Environmental Research Institute, National University of Singapore, 117597, Singapore
| | - Bo Zhang
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China.
| | - Choon Nam Ong
- NUS Environmental Research Institute, National University of Singapore, 117597, Singapore
| | - Yiliang He
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
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Frontiñán-Rubio J, Gómez MV, Martín C, González-Domínguez JM, Durán-Prado M, Vázquez E. Differential effects of graphene materials on the metabolism and function of human skin cells. NANOSCALE 2018; 10:11604-11615. [PMID: 29892760 DOI: 10.1039/c8nr00897c] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Graphene-related materials (GRMs) such as graphene oxide (GO) and few-layer graphene (FLG) are used in multiple biomedical applications; however, there is still insufficient information available regarding their interactions with the main biological barriers such as skin. In this study, we explored the effects of GO and FLG on HaCaTs human skin keratinocytes, using NMR-based metabolomics and fluorescence microscopy to evaluate the global impact of each GRM on cell fate and damage. GO and FLG at low concentrations (5 μg mL-1) induced a differential remodeling of the metabolome, preceded by an increase in the level of radical oxygen species (ROS) and free cytosolic Ca2+. These changes are linked to a concentration-dependent increase in cell death by triggering apoptosis and necrosis, the latter being predominant at higher concentrations of the nanostructures. In addition, both compounds reduce the ability of HaCaT cells to heal wounds. Our results demonstrate that the GO and FLG used in this study, which mainly differ in their oxidation state, slightly trigger differential effects on HaCaTs cells, but with evident outcomes at the cellular and molecular levels. Their behavior as pro-apoptotic/necrotic substances and their ability to inhibit cell migration, even at low doses, should be considered in the development of future applications.
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Affiliation(s)
- Javier Frontiñán-Rubio
- Instituto Regional de Investigación Científica Aplicada (IRICA), University of Castilla-La Mancha, 13071, Ciudad Real, Spain.
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Carrola J, Pinto RJB, Nasirpour M, Freire CSR, Gil AM, Santos C, Oliveira H, Duarte IF. NMR Metabolomics Reveals Metabolism-Mediated Protective Effects in Liver (HepG2) Cells Exposed to Subtoxic Levels of Silver Nanoparticles. J Proteome Res 2018; 17:1636-1646. [DOI: 10.1021/acs.jproteome.7b00905] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Joana Carrola
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Ricardo J. B. Pinto
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Maryam Nasirpour
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Carmen S. R. Freire
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Ana M. Gil
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Conceição Santos
- Department of Biology, Faculty of Sciences, University of Porto, 4169-007 Porto, Portugal
| | - Helena Oliveira
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
- CESAM & Laboratory of Biotechnology and Cytomics, Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Iola F. Duarte
- CICECO − Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal
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Zhang B, Zhang H, Du C, Ng QX, Hu C, He Y, Ong CN. Metabolic responses of the growing Daphnia similis to chronic AgNPs exposure as revealed by GC-Q-TOF/MS and LC-Q-TOF/MS. WATER RESEARCH 2017; 114:135-143. [PMID: 28237781 DOI: 10.1016/j.watres.2017.02.046] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 02/16/2017] [Accepted: 02/18/2017] [Indexed: 05/04/2023]
Abstract
Silver nanoparticles (AgNPs) are one of the most widely used nanomaterials. Their fast-growing utilization has increased the occurrence of AgNPs in the environment, posing potential health and ecological risks. In this study, we conducted chronic toxicity tests and investigated the metabolic changes of the growing Daphna similis with exposure to 0, 0.02, and 1 ppb AgNPs, using non-targeted mass spectrometry-based metabolomics. To the best of our knowledge, this study is the first to report the baseline metabolite change of a common aquatic organism Daphnia crustacean through its life-cycle. The results show a dynamic kinetic pattern of the growing Daphnia's metabolome underwent a cycle from day 0 to day 21, with the level of metabolites gradually increasing from day 0 to day 13, before falling back to the baseline level of day 0 on day 21. As for the samples exposed to environmental concentrations of AgNPs, although without morphological or structural changes, numerous metabolite changes occurred abruptly during the first 10 days, and these changes reached steady state by day 13. The significant changes in certain metabolites, such as amino acids (serine, threonine and tyrosine), sugars (d-allose) and fatty acids (arachidonic acid) revealed new insights into how these metabolites in Daphnia respond to chronic AgNPs stress. These findings highlight the capability of metabolomics to discover early metabolic responses to environmental silver nanoparticles.
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Affiliation(s)
- Bo Zhang
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Hui Zhang
- NUS Environmental Research Institute, National University of Singapore, Singapore, 117411, Singapore
| | - Chunlei Du
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Qin Xiang Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Chaoyang Hu
- Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Minghan District, Shanghai 200240, China
| | - Yiliang He
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China.
| | - Choon Nam Ong
- NUS Environmental Research Institute, National University of Singapore, Singapore, 117411, Singapore.
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11
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Du C, Zhang B, He Y, Hu C, Ng QX, Zhang H, Ong CN. Biological effect of aqueous C 60 aggregates on Scenedesmus obliquus revealed by transcriptomics and non-targeted metabolomics. JOURNAL OF HAZARDOUS MATERIALS 2017; 324:221-229. [PMID: 28340994 DOI: 10.1016/j.jhazmat.2016.10.052] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Revised: 10/14/2016] [Accepted: 10/22/2016] [Indexed: 06/06/2023]
Abstract
This work evaluated biological effect of nC60 on Scenedesmus obliquus. The cells were exposed to various concentrations of nC60 for 7days. Low-dose of nC60 was found to have a minor growth inhibitory effect. The transcriptomics and metabolomics were integrated to examine intricate molecular and cellular effects of nC60 on Scenedesmus obliquus. We found that Scenedesmus obliquus cells exposed to nC60 had several significant alterations in cellular transcription and biochemical processes. During the 7-day exposure to nC60, 2234 and 2,448 unigenes were differentially expressed by 0.1mg/L and 1mg/L nC60-treated groups compared with the control, including 2085 or 2247 up-regulated genes and 149 or 201 down-regulated genes, respectively. We successfully identified 22 metabolites, including 6 significantly changed metabolites, such as sucrose, d-glucose, and malic acid. The citrate cycle (TCA cycle) (ko00020) was the main target of both differentially expressed genes and metabolic change. However, accumulation of sucrose (end-product) could have induced feedback inhibition of photosynthesis in Scenedesmus obliquus, explaining the slight growth inhibition observed. The results provided a mechanistic understanding of the growth inhibition of nC60 toxicity. These genes and metabolites are useful biomarkers for future studies and offer new insights into the early detectable changes in Scenedesmus obliquus with nC60 exposure.
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Affiliation(s)
- Chunlei Du
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Bo Zhang
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China.
| | - Yiliang He
- School of Environmental Science & Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Chaoyang Hu
- Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Minghan District, Shanghai 200240, China
| | - Qin Xiang Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Hui Zhang
- NUS Environmental Research Institute, National University of Singapore, Singapore117597, Singapore
| | - Choon Nam Ong
- NUS Environmental Research Institute, National University of Singapore, Singapore117597, Singapore
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