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Abkhalimov EV, Ershov BG. Difference in the Catalytic Activity of Atoms in the Corners and at the Edges of Gold Nanoparticles: Hydrogen Isotope Exchange Reaction. Int J Mol Sci 2024; 25:12022. [PMID: 39596091 PMCID: PMC11594137 DOI: 10.3390/ijms252212022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 10/28/2024] [Accepted: 11/07/2024] [Indexed: 11/28/2024] Open
Abstract
The goal of this work is to investigate the catalytic activities of low-coordination atoms located in gold nanoparticles. Gold nanoparticles with sizes from 0.7 to 40 nm deposited on γ-Al2O3 were used as a catalyst. Synthesized gold nanoparticles and prepared catalysts were characterized by HRTEM, SEM, XRD, DLS, and UV-Vis spectroscopy. The specific activity of gold nanoparticles towards the isotope exchange reaction at 77 K was studied as a function of nanoparticle size. The catalytic activity increases significantly when the particle size is less than 3 nm. The activities of low-coordination gold atoms located at the edges and in the corners are markedly different. Corner atoms (CN = 6) are more than 40 times more active in the reaction of hydrogen isotope exchange than edge atoms (CN = 7). TOF for atoms with coordination numbers CN = 6 and CN = 7 are 0.258 ± 0.020 and 0.006 ± 0.001 molecules site-1 s-1, respectively. An equation was proposed for the dependence of the catalytic activity of the reaction on the particle size, the number of atoms on the surface, and their activity.
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Affiliation(s)
- Evgeny V. Abkhalimov
- A.N. Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Science, Leninsky pr. 31-4, 119071 Moscow, Russia;
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Gentry NE, Kurimoto A, Cui K, Cleron JL, Xiang CM, Hammes-Schiffer S, Mayer JM. Hydrogen on Colloidal Gold Nanoparticles. J Am Chem Soc 2024; 146:14505-14520. [PMID: 38743444 DOI: 10.1021/jacs.4c00507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Colloidal gold nanoparticles (AuNPs) have myriad scientific and technological applications, but their fundamental redox chemistry is underexplored. Reported here are titration studies of oxidation and reduction reactions of aqueous AuNP colloids, which show that the AuNPs bind substantial hydrogen (electrons + protons) under mild conditions. The 5 nm AuNPs are reduced to a similar extent with reductants from borohydrides to H2 and are reoxidized back essentially to their original state by oxidants, including O2. The reactions were monitored via surface plasmon resonance (SPR) optical absorption, which was shown to be much more sensitive to surface H than to changes in solution conditions. Reductions with H2 occurred without pH changes, demonstrating that hydrogenation forms surface H rather than releasing H+. Computational studies suggested that an SPR blueshift was expected for H atom addition, while just electron addition likely would have caused a redshift. Titrations consistently showed a maximum redox change of the 5 nm NPs, independent of the reagent, corresponding to 9% of the total gold or ∼30% hydrogen surface coverage (∼370 H per AuNP). Larger AuNPs showed smaller maximum fractional surface coverages. We conclude that H binds to the edge, corner, and defect sites of the AuNPs, which explains the stoichiometric limitation and the size effect. The finding of substantial and stable hydrogen on the AuNP surface under mild reducing conditions has potential implications for various applications of AuNPs in reducing environments, from catalysis to biomedicine. This finding contrasts with the behavior of bulk gold and with the typical electron-focused perspective in this field.
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Affiliation(s)
- Noreen E Gentry
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Aiko Kurimoto
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Kai Cui
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Jamie L Cleron
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Claire M Xiang
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Sharon Hammes-Schiffer
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - James M Mayer
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
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Rzelewska-Piekut M, Wiecka Z, Regel-Rosocka M. Studies on the Formation of Catalytically Active PGM Nanoparticles from Model Solutions as a Basis for the Recycling of Spent Catalysts. Molecules 2022; 27:390. [PMID: 35056704 PMCID: PMC8779495 DOI: 10.3390/molecules27020390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 01/02/2022] [Accepted: 01/04/2022] [Indexed: 12/04/2022] Open
Abstract
The paper presents basic studies on the precipitation of platinum, palladium, rhodium, and ruthenium nanoparticles from model acidic solutions using sodium borohydride, ascorbic acid, and sodium formate as reducing agents and polyvinylpyrrolidone as a stabilizing agent. The size of the obtained PGM particles after precipitation with NaBH4 solution does not exceed 55 nm. NaBH4 is an efficient reducer; the precipitation yields for Pt, Pd, Ru, Rh are 75, 90, 65 and 85%, respectively. By precipitation with ascorbic acid, it is possible to efficiently separate Pt, Rh, and Ru from Pd from the two-component mixtures. The obtained Pt, Pd, and Rh precipitates have the catalytic ability of the catalytic reaction of p-nitrophenol to p-aminophenol. The morphological characteristic of the PGM precipitates was analyzed by AFM, SEM-EDS, and TEM.
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Affiliation(s)
- Martyna Rzelewska-Piekut
- Institute of Chemical Technology and Engineering, Poznan University of Technology, ul. Berdychowo 4, 60-965 Poznań, Poland; (Z.W.); (M.R.-R.)
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Features of Hydrogen Reduction of Fe(CN) 63- Ions in Aqueous Solutions: Effect of Hydrogen Dissolved in Palladium Nanoparticles. NANOMATERIALS 2021; 11:nano11102587. [PMID: 34685028 PMCID: PMC8539056 DOI: 10.3390/nano11102587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 09/25/2021] [Accepted: 09/27/2021] [Indexed: 11/23/2022]
Abstract
Preliminary saturation of 2.6 nm palladium nanoparticles with hydrogen accelerates the reduction of Fe(CN)63− ions in aqueous solution three to four-fold. An analytical equation was derived describing the hydrogen saturation of palladium nanoparticles and the dependence of their catalytic activity on the hydrogen content in the metal. The specific rate constants of reduction do not depend on the content of palladium nanoparticles in the solution. A change in the temperature and pH or stirring of the solution do not affect the rate of catalytic reaction. Approaches to optimization of palladium-catalyzed reactions involving hydrogen are substantiated.
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Rolly GS, Sermiagin A, Meyerstein D, Zidki T. Silica Support Affects the Catalytic Hydrogen Evolution by Silver. Eur J Inorg Chem 2021. [DOI: 10.1002/ejic.202100208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- Gifty Sara Rolly
- Department of Chemical Sciences The Center for Radical Reactions Ariel University P.O.B. 3 Ariel 40700 Israel
| | - Alina Sermiagin
- Department of Chemical Sciences The Center for Radical Reactions Ariel University P.O.B. 3 Ariel 40700 Israel
| | - Dan Meyerstein
- Department of Chemical Sciences The Center for Radical Reactions Ariel University P.O.B. 3 Ariel 40700 Israel
- Department of Chemistry Ben-Gurion University of the Negev P.O.B. 653 Beer-Sheva 84105 Israel
| | - Tomer Zidki
- Department of Chemical Sciences The Center for Radical Reactions Ariel University P.O.B. 3 Ariel 40700 Israel
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Losurdo M, Gutiérrez Y, Suvorova A, Giangregorio MM, Rubanov S, Brown AS, Moreno F. Gallium Plasmonic Nanoantennas Unveiling Multiple Kinetics of Hydrogen Sensing, Storage, and Spillover. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2021; 33:e2100500. [PMID: 34076312 PMCID: PMC11469318 DOI: 10.1002/adma.202100500] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 04/03/2021] [Indexed: 06/12/2023]
Abstract
Hydrogen is the key element to accomplish a carbon-free based economy. Here, the first evidence of plasmonic gallium (Ga) nanoantennas is provided as nanoreactors supported on sapphire (α-Al2 O3 ) acting as direct plasmon-enhanced photocatalyst for hydrogen sensing, storage, and spillover. The role of plasmon-catalyzed electron transfer between hydrogen and plasmonic Ga nanoparticle in the activation of those processes is highlighted, as opposed to conventional refractive index-change-based sensing. This study reveals that, while temperature selectively operates those various processes, longitudinal (LO-LSPR) and transverse (TO-LSPR) localized surface plasmon resonances of supported Ga nanoparticles open selectivity of localized reaction pathways at specific sites corresponding to the electromagnetic hot-spots. Specifically, the TO-LSPR couples light into the surface dissociative adsorption of hydrogen and formation of hydrides, whereas the LO-LSPR activates heterogeneous reactions at the interface with the support, that is, hydrogen spillover into α-Al2 O3 and reverse-oxygen spillover from α-Al2 O3. This Ga-based plasmon-catalytic platform expands the application of supported plasmon-catalysis to hydrogen technologies, including reversible fast hydrogen sensing in a timescale of a few seconds with a limit of detection as low as 5 ppm and in a broad temperature range from room-temperature up to 600 °C while remaining stable and reusable over an extended period of time.
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Affiliation(s)
- Maria Losurdo
- Institute of NanotechnologyCNR‐NANOTECvia Orabona 4Bari70126Italy
| | - Yael Gutiérrez
- Institute of NanotechnologyCNR‐NANOTECvia Orabona 4Bari70126Italy
| | - Alexandra Suvorova
- Centre for MicroscopyCharacterisation and AnalysisThe University of Western AustraliaCrawleyWestern Australia6009Australia
| | | | - Sergey Rubanov
- Bio21 InstituteUniversity of Melbourne161 Barry StreetParkvilleVictoria3010Australia
| | - April S. Brown
- Department of Electrical and Computer EngineeringDuke UniversityDurhamNC27708USA
| | - Fernando Moreno
- Group of Optics, Department of Applied PhysicsFaculty of SciencesUniversity of CantabriaAvda. Los Castros s/nSantander39005Spain
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Ershov VA, Tarasova NP, Ershov BG. Electronic State of Silver Nanoparticles during Their Photochemical Formation in a Deaerated Aqueous Solution. DOKLADY CHEMISTRY 2021. [DOI: 10.1134/s0012500820110026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Nagarajan K, Perumal SK, Marimuthu SK, Palanisamy S, Subbiah L. Addressing Antimicrobial Resistance Through Nanoantibiotics. HANDBOOK OF RESEARCH ON NANO-STRATEGIES FOR COMBATTING ANTIMICROBIAL RESISTANCE AND CANCER 2021:56-86. [DOI: 10.4018/978-1-7998-5049-6.ch003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
In recent years, the irrational use of antibiotics has escalated the evolution of multidrug-resistant (MDR) bacterial strains. The infectious diseases caused by these MDR bacterial strains remain a major threat to human health and have emerged as the leading cause of morbidity and mortality. The WHO and CDC have expressed serious concern regarding the continued increase in the development of multidrug resistance among bacteria. The antimicrobial resistance (AMR) poses a severe global threat of growing concern to human health and economic burden. Bacteria have developed the ability to resist antimicrobials by altering target site/enzyme, inactivation of the enzyme, decreasing cell permeability, increasing efflux due to over-expression of efflux pumps, target protection, target overproduction, and many other ways. The shortage of new antimicrobials and rapid rise in antibiotic resistance demands pressing need to develop alternate antibacterial agents.
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Affiliation(s)
- Krishnanand Nagarajan
- University College of Engineering, Bharathidasan Institute of Technology Campus, Anna University, Tiruchirappalli, India
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Abstract
We describe a general method for the entrapment of enzymes within bulk metallic gold. This is a new approach for the immobilization of enzymes on metals, which is commonly carried out by 2D adsorption or covalent biding, that is, the enzyme is in contact with the metal at a specific contact zone of the enzyme, while most of the rest of it remains exposed to the environment. The 3D metallic encaging of the enzymes is quite different: the enzyme is in contact with the metallic cage walls all around it and is well protected inside. The porous nature of the metallic matrix enables substrate molecules to diffuse inside, reach the active site, and let product molecules diffuse out. The generality of the approach was proven by the successful entrapment of five enzymes representing different classes and different bio- and medical applications: l-asparaginase (Asp), collagenase, horseradish peroxidase (HRP), laccase and glucose oxidase (GOx). GOx–gold conjugates have been of particular interest in the literature. The main challenge we had to solve was how to keep the enzyme active in the process of gold-synthesis from its cation – this required careful tailoring of reaction conditions, which are detailed in the paper. The gold entrapped enzymes gain thermal stability and protectability against harsh conditions. For instance, we could keep Asp alive at the extreme pH of 13, which normally kills the enzyme instantly. The entrapped enzymes obey the Michaelis–Menten kinetics, and activation energies were determined. Good recyclability for eight cycles was found. Multi-enzymatic reactions by combinations of the off-the-shelf bioactive enzyme@gold powders are possible, as demonstrated for the classical detection of GOx activity with HRP. Detailed material characterization and proposed mechanisms for the 3D protectability of the enzymes are provided. The new enzyme immobilization method is of wide potential uses in medicine, biotechnology, bio-fuel cells and enzymatic (electro)sensing applications. We describe a general method for the entrapment of enzymes within bulk metallic gold.![]()
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Affiliation(s)
- Yael Baruch-Shpigler
- Institute of Chemistry, The Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem Jerusalem 9190401 Israel
| | - David Avnir
- Institute of Chemistry, The Center for Nanoscience and Nanotechnology, The Hebrew University of Jerusalem Jerusalem 9190401 Israel
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Abkhalimov EV, Boeva OA, Odintzov AA, Solovov RD, Zhavoronkova KN, Ershov BG. The H2-D2 exchange reaction catalyzed by gold nanoparticles supported on γ-Al2O3: Effect of particle size on the reaction rate. CATAL COMMUN 2020. [DOI: 10.1016/j.catcom.2019.105840] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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12
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Salatin S, Lotfipour F, Jelvehgari M. A brief overview on nano-sized materials used in the topical treatment of skin and soft tissue bacterial infections. Expert Opin Drug Deliv 2019; 16:1313-1331. [PMID: 31738622 DOI: 10.1080/17425247.2020.1693998] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: Skin and soft tissue infections are a significant clinical problem that can happen anywhere on the body. Bacteria are the most common cause of skin and soft tissue infections in humans. Despite the fact that there is a lot of antimicrobial agents and antibiotics for elucidating bacterial infections, the prevention and control of infectious diseases continue to be one of the greatest challenges for public health worldwide. At the present time, an alarming increase in multidrug resistance instantly requests to find suitable alternatives to current antibiotics. Therefore, drug resistance has been attempted to be resolved by the development of new classes of antimicrobial agents or targeted delivery systems for antibacterial drugs using nanotechnology.Area covered: The present review summarizes the emerging topical efforts to support the use of nano-sized materials as a new opportunity to combat today's skin infectious diseases.Expert opinion: Nano-sized materials can overcome the stratum corneum barrier and deliver drugs specifically to bacterial skin infections with trivial side effects. Depending on the physicochemical characteristics of nano-scaled materials, they can specifically be selected to target bacterial pathogens and also to get into the skin layers. These systems can overcome the antibiotic-resistance mechanisms and help us to the design of novel topical formulations that will make administration of antibacterial compounds safer, easier and more convenient.
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Affiliation(s)
- Sara Salatin
- Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran.,Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farzaneh Lotfipour
- Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.,Department of Pharmaceutical and Food Control, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mitra Jelvehgari
- Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran.,Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
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Sermiagin A, Meyerstein D, Bar-Ziv R, Zidki T. The Chemical Properties of Hydrogen Atoms Adsorbed on M 0 -Nanoparticles Suspended in Aqueous Solutions: The Case of Ag 0 -NPs and Au 0 -NPs Reduced by BD 4. Angew Chem Int Ed Engl 2018; 57:16525-16528. [PMID: 30320944 DOI: 10.1002/anie.201809302] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Revised: 10/14/2018] [Indexed: 01/17/2023]
Abstract
The nature of H-atoms adsorbed on M0 -nanoparticles is of major importance in many catalyzed reduction processes. Using isotope labeling, we determined that hydrogen evolution from transient {(M0 -NP)-Hn }n- proceeds mainly via the Heyrovsky mechanism when n is large (i.e., the hydrogens behave as hydrides) but mainly via the Tafel mechanism when n is small (i.e., the hydrogens behave as atoms). Additionally, the relative contributions of the two mechanisms differ considerably for M=Au and Ag. The results are analogous to those recently reported for the M0 -NP-catalyzed de-halogenation processes.
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Affiliation(s)
- Alina Sermiagin
- Chemical Sciences Department, Ariel University, Kyriat Hamada 3, Ariel, 40700, Israel
| | - Dan Meyerstein
- Chemical Sciences Department, Ariel University, Kyriat Hamada 3, Ariel, 40700, Israel.,Chemistry Department, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel
| | - Ronen Bar-Ziv
- Chemistry Department, Nuclear Research Centre Negev, Beer-Sheva, 84190, Israel
| | - Tomer Zidki
- Chemical Sciences Department, Ariel University, Kyriat Hamada 3, Ariel, 40700, Israel
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Sermiagin A, Meyerstein D, Bar-Ziv R, Zidki T. The Chemical Properties of Hydrogen Atoms Adsorbed on M0
-Nanoparticles Suspended in Aqueous Solutions: The Case of Ag0
-NPs and Au0
-NPs Reduced by BD4
−. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201809302] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Alina Sermiagin
- Chemical Sciences Department; Ariel University; Kyriat Hamada 3 Ariel 40700 Israel
| | - Dan Meyerstein
- Chemical Sciences Department; Ariel University; Kyriat Hamada 3 Ariel 40700 Israel
- Chemistry Department; Ben-Gurion University of the Negev; Beer-Sheva 84105 Israel
| | - Ronen Bar-Ziv
- Chemistry Department; Nuclear Research Centre Negev; Beer-Sheva 84190 Israel
| | - Tomer Zidki
- Chemical Sciences Department; Ariel University; Kyriat Hamada 3 Ariel 40700 Israel
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Abkhalimov EV, Il’ina EA, Timofeev AA, Ershov BG. One-Stage Synthesis of Gold Hydrosol with Nanoparticles of Desired Shape. COLLOID JOURNAL 2018. [DOI: 10.1134/s1061933x18020023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Ershov BG, Solovov RD. Hydrosols of Pd and Pd-H2: Influence of particle nature on the rate of catalytic reduction of hexacyanoferrate(III) ions with hydrogen. CATAL COMMUN 2018. [DOI: 10.1016/j.catcom.2017.09.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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17
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Sahu SC, Hayes AW. Toxicity of nanomaterials found in human environment. TOXICOLOGY RESEARCH AND APPLICATION 2017. [DOI: 10.1177/2397847317726352] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
The US National Nanotechnology Initiative (NNI) defines nanotechnology as “the understanding and control of matter at dimensions between approximately 1 and 100 nm, where unique phenomena enable novel applications.” Recent scientific reports available in the literature clearly demonstrate the potential benefits of nanotechnology in consumer and industrial products. More and more nanomaterials are expected to be used in consumer products. This is expected to lead to increased human exposure to nanomaterials in their daily lives. Therefore, the effect of nanomaterials present in human environment is an area of increasing scientific interest. The information presented in this review is obtained from the current literature. It indicates that nanomaterials found in human environment may have potential for toxicological effects. However, the current literature on toxicological effects of nanomaterials is diverse. The current data are presented from studies without harmonization. These studies have used different in vitro and in vivo test models, different sources of test nanomaterials, different methods for nanomaterial characterization, and different experimental conditions. Therefore, these data are hard to interpret. More research on nanomaterial characterization, biological interaction, toxicity, and health effects is needed. The test methods need to be validated. Positive and negative controls for nanotoxicity need to be identified. Toxicity data harmonization needs to be done. Therefore, general information is not currently available for risk evaluation of certain nanomaterials that might be present in consumer products or that may enter into the market in future. Standardized and validated methods are necessary for toxicity assessment of nanomaterials. Therefore, in the absence of standardized validated methods any specific regulatory testing requirements for nanomaterials are currently premature. We conclude that the benefits of nanomaterials found currently in human environment are many, but their overall adverse effects on human health are limited.
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Affiliation(s)
- Saura C Sahu
- Division of Applied Regulatory Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, Laurel, MD, USA
| | - A Wallace Hayes
- Department of Environmental Health, Harvard University, Cambridge, MA, USA
- Michigan State University, East Lansing, MI, USA
- University of South Florida, Tampa, FL, USA
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