Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens—An Overview of Recent Findings and Future Prospects
Abstract
:1. Introduction
2. Synthesis of Metallic Nanoparticles
- (1)
- physical methods based on obtaining particles by physical exposure (laser ablation, dispersion, evaporation/condensation, etc.);
- (2)
- chemical techniques in which the process of particle synthesis is initiated by chemical action;
- (3)
- combined methods of obtaining particles (physico-chemical);
- (4)
- biological methods based on bioreduction using plant extracts and bioreduction using microorganisms.
2.1. Physical Methods
2.1.1. Method of Mechanical Dispersion Using BEAD Mill
2.1.2. Plasma Method
2.1.3. The Aerosol Technique
2.1.4. Laser Ablation
2.1.5. The Gas-Phase Synthesis
2.1.6. Spark Discharge
2.1.7. Sonochemical Reduction
2.1.8. Gamma-Ray Radiation
2.1.9. Microwave Irradiation
2.2. Chemical Methods
2.2.1. The Preparation of Nanoparticles in Biphasic Aqueous Organic Systems
2.2.2. Turkevich Method
2.2.3. The Brust–Schiffrin Method
2.2.4. The Tollens Method
2.2.5. Hot Injection Method
2.2.6. Microemulsions Method
2.2.7. Thermal Decomposition
2.2.8. The Polyol Method
2.2.9. The Sol-Gel Process
2.2.10. Chemical Vapor Deposition (CVD)
2.3. Physico-Chemical Methods
2.3.1. Electrochemical Synthesis
2.3.2. Microwave-Assisted Chemical Synthesis
2.4. Biological Methods
2.4.1. Bioreduction Using Plant Extracts
2.4.2. Bioreduction Using Microorganisms
3. The Types of Bio-Nanosensors Used in the Food Industry
4. Use of Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens
4.1. Nanoparticles Application in Food Pathogen Sensing Technologies
4.2. Functionalization of Metallic Nanoparticles for Sensing Food Pathogens
- a.
- Direct interaction of the nanoparticles and the analytes, inducing a visible color change and a corresponding spectral LSPR change. This is the simplest approach, in which the colloidal NPs solution is mixed with a solution containing the analyte. The spectral change can be easily followed by UV-Vis spectrometry. The approach was presented in several studies, being used for the detection of Listeria monocytogenes and Salmonella enterica (as demonstrated by Zhongyu Fu et al. [133]) or for the detection of emetic B. cereus [141] and Bacillus spores [152] in milk samples.
- b.
- Physical deposition of NPs on different substrates represents another viable alternative. It can be achieved either by direct synthesis on the surface of different materials (as demonstrated by Xu et al. [131] and Fu et al. [132]) or by the deposition of the NPs on substrates (for example, on glass substrates coated with (3-aminopropyl)-triethoxysilane), as presented by Oh et al. [139].
- c.
- The coating of metallic nanoparticles with specific antibodies was also presented in several studies. For example, Huang et al. [134] obtained anti-Listeria monocytogenes mAbs-coated AuNPs by adding the antibodies solution to the AuNPs solution, under magnetic stirring, further blocked with polyethylene glycol and bovine serum albumin; using the same method, anti-clenbuterol monoclonal antibody/AuNPs (further deposited on paper strips) [135] or double monoclonal antibodies (against Shigella boydii and Escherichia coli O157:H7) conjugated gold nanoparticles (also deposited on test strips) were obtained.
- d.
- The functionalization of metallic nanoparticles was presented in several works. For example, Miranda et al. [137] obtained cationic AuNPs by obtaining pentanethiol-coated AuNPs (using a two-phase synthesis method), which were further quaternary-ammonium functionalized by the Murray place-exchange method and further deposited on test strips. Magnetic nanoparticles were functionalized with glutaraldehyde (in order to form amine groups and amine-reactive crosslinkers on the NPs surfaces), on which monoclonal Salmonella antibodies were further immobilized [157].
5. Phytosynthesized Nanoparticles as Biosensors
6. Safety and Regulatory Issue
- (a)
- Regulation (EC) No 1935/2004 refers to the materials and articles intended to encounter food [213].
- (b)
- Commission Regulation (EC) No 450/2009 acts on the active and intelligent materials and articles that will interact with food, defined as “materials and articles which monitor the condition of packaged food or the environment surrounding the food” [214].
- (c)
- Commission Regulation (EU) No 10/2011 refers to the plastic materials and articles intended that will interact with food and emphasizes that “substances in nanoform” could have various toxicological properties [215].
7. Conclusions and Future Perspectives
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Acronyms and Abbreviations
Au | Gold |
Ag | Silver |
WHO | World Health Organization |
QD | quantum dots |
ASTM | American Society for Testing and Materials |
NP | nanoparticle |
mm | millimeter |
nm | nanometer |
NM | nanomaterial |
HPLC-MS | High-performance liquid chromatography–mass spectrometry |
PCR | Polymerase chain reaction |
ELISA | Enzyme-linked immunosorbent assay |
Pt | Platinum |
Pd | Palladium |
Zn | Zinc |
Cd | Cadmium |
Cu | Copper |
Fe | Iron |
Ni | Nickel |
Co | Cobalt |
HAuCl4 | Tetrachloroauric Acid |
H2PtCl6 | Hexachloroplatinic acid |
RhCl3 | Rhodium (III) chloride |
PdCl2 | Palladium(II) chloride |
Rmin | The minimum race |
cm | centimeter |
TiO2 | Titanium dioxide |
RF | radio frequency |
K | Kelvin |
kHz | kilohertz |
MHz | megahertz |
kW | kilowatt |
MW | megawatt |
atm | atmosphere |
sec | seconds |
N | Nitrogen |
DMF | dimethylformamide |
PEG | polyethylene glycol |
UV | ultraviolet |
AuNPs | gold nanoparticles |
°C | degrees Celsius |
min | minutes |
Mn3O4 | Manganese (II,III) oxide |
ZnO | Zinc oxide |
SnO2 | Tin oxide |
PbO | Lead (II) oxide |
CVD | Chemical vapor deposition |
aq | aqueous |
TEM | Transmission electron microscopy |
EC-SPR | Electrochemical–surface plasmon resonance sensor |
DNA | Deoxyribonucleic Acid |
LSPR | Localized surface plasmon resonance |
SERS | Surface-enhanced Raman scattering |
E. coli | Escherichia coli |
PMNCs | polymeric nanocomposites |
antibodies | ABs |
GOx | glucose oxidase |
MBs | magnetic beads |
PDA | polydopamine |
DA | dopamine |
CFU | colony-forming unit |
mL | milliliter |
PtNPs | platinum nanoparticles |
PBNCs | polymeric bionanocomposites |
DLS | Dynamic light scattering |
L. monocytogenes | Listeria monocytogenes |
μm | micrometer |
IMS | Immunomagnetic separation method |
HQ | hydroquinone |
LOD | Limit of detection |
g | gram |
β-Gal | β-galactosidase |
S. typhimurium | Salmonella typhimurium |
APTES | 3-aminopropyl)-triethoxysilane |
h | hours |
PBS | phosphate-buffered saline |
EC | Commission Regulation |
No | Number |
S. boydii | Shigella boydii |
ICS | immunochromatographic strip |
S. aureus | Staphylococcus aureus |
ATCC | American Type Culture Collection |
MNPs | metal nanoparticles |
MOs | metal oxides |
CuO | copper oxide |
Ag2O | silver oxide |
CuNPs | Copper nanoparticles |
TNs | Titanium dioxide nanocrystals |
pg | picograms |
F-AuNPs | flower-shaped gold nanoparticles |
S-AuNPs | sphere-shaped gold nanoparticles |
Fe3O4 | Iron oxide |
SeNP | Selenium nanoparticle |
FeNP | Iron nanoparticle |
kg | kilogram |
K | Potassium |
Mg | Magnesium |
Ca | Calcium |
Ba | Barium |
Sn | Tin |
Hg | Mercury |
Cr | Chromium |
Al | Aluminum |
EC | Effective concentration |
IC | inhibition concentration |
LC | lethal concentration |
CMT | maximum permissible concentration |
FDA | Food and Drug Administration |
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Target of Assay | Predominant Symptoms | Type of NP-Based Biosensor | Biosensing Element | Detection Limit | Ref. |
---|---|---|---|---|---|
E. coli | Diarrhea, abdominal pain, nausea, vomiting | AuNPs (flower-shaped, F-AuNPs and sphere-shaped, S-AuNPs) | In situ reaction between NPs and specific primer (target gene wzy) | 50 pg/μL E. coli 0157:H7 | [158] |
E. coli | Diarrhea, abdominal pain, nausea, vomiting | AuNPs | Aptamers against ethanolamine and E. coli O111:B4 lipopolysaccharides | 1 µg/mL E. coli | [159] |
Listeria monocytogenes | Headache, fever, chills | AuNPs (flower-shaped, F-AuNPs and sphere-shaped, S-AuNPs) | In situ reaction between NPs and specific primer (target gene hly) | 10 pg/μL; | [160] |
Listeria monocytogenes | Headache, fever, chills | Phytosynthesized flower-shaped AuNPs | NPs hybridized with primers (target genes hlyAF and hlyAR) | 100.4 ng | [161] |
Salmonella enterica | Fever, abdominal cramps, diarrhea, vomiting | AuNPs | Biotinylated rabbit anti-Salmonella polyclonal antibody | 104 CFU/mL in PBS and 105 CFU/mL in milk | [158] |
Salmonella typhimurium | Fever, abdominal cramps, diarrhea, vomiting | AuNPs (flower-shaped, F-AuNPs and sphere-shaped, S-AuNPs) | In situ reaction between NPs and specific primer (target gene hut) | 10 pg/μL | [160] |
Salmonella typhimurium | Fever, abdominal cramps, diarrhea, vomiting | AgNPs | Cationic AgNPs functionalized with anti-Salmonella antibody | 102 cells/mL | [162] |
Bacillus cereus | The emetic and diarrheal syndrome, abdominal cramps | AuNPs | AuNP-based colorimetric assay combined with asPCR amplification and propidium monoazide treatment | 9.2 × 101 CFU/mL in 0.01 M phosphate-buffered saline and 3.4 × 102 CFU/mL in milk | [141] |
Campylobacter jejuni | Fever, arthralgia, chills, headache, | Gold-Palladium nanoparticles (Au@Pd) | NPs covered with specific DNA aptamer () | 100 CFU/mL | [163] |
Staphylococcus aureus | Nausea, abdominal pain, vomiting, diarrhea, | Gold and iron oxide (Fe3O4/Au) nanoparticles | Etching-enhanced peroxidase-like catalytic activity of gold nanoparticles | 10 CFU/mL | [164] |
Shigella spp. | Fever, abdominal cramps, diarrhea, vomiting | AuNPs | Aptamer coated NPs | 80 CFU/mL Shigella flexneri | [165] |
Aptamer surface functionalized composite material containing an Eu-complex and AuNPs | 10 CFU/mL Shigella sonnei | [166] | |||
Yersinia enterocolitica O:8 strains | Abdominal pain, diarrhea, fever | AuNPs | Monoclonal antibody labeled AuNP | 5 CFU/mL in milk and pork samples | [167] |
Trichinella spiralis | Gastroenteritis, fever, muscular pain | AuNPs | anti-rabbit polyclonal antibody conjugated AuNPs | - | [168] |
Clostridium botulinum | Respiratory paralysis, double or blurred vision, loss of light reflex | AuNPs | Immobilization of cleaved SNAptide with cysteine ends onto AuNPs via the thiol group | 0.25 ng/mL | [169,170] |
Staphylococcus aureus | Nausea, abdominal pain, vomiting, diarrhea, | AuNPs | Aptamer (anti S. aureus immunoglobulin Y) modified NPs | 10 FCU/mL | [147] |
Pseudomonas aeruginosa | The emetic and diarrheal syndrome, abdominal cramps | AuNPs | Aptamer (P. aeruginosa-specific aptamer F23) modified NPs | 60 CFU/mL | [171] |
Aspergillus niger | Asthma or other chronic lung diseases | AuNPs | AuNPs conjugated with thiol-containing fungal spore-binding peptide ligands | ∼>50 spores | [172] |
Candida | Oral thrush, pseudomembranous, erythematous (atrophic) and hyperplastic | Fe3O4NPs, AgNPs | Fe3O4NPs/polyethylenimine composites captured Candida, while positively charged AgNPs were used as SERS substrate | - | [173,174] |
NP Type | Phytosynthesis Plants | Biosensing Target and Procedure | Results | Ref. |
---|---|---|---|---|
SeNP, AgNPs | Cucurbita pepo L. leaves | Detection of H2O2 using glassy carbon electrode coated with NPs | Reduction peak current: 14 ± 0.5/37 ± 1.3 μA | [176] |
FeNPs | Ipomoea pes-tigridis L. leaves | Detection of H2O2 using glassy carbon electrode coated with FeNPs/reduced graphene oxide composites | Linearity: 0.1 μM–2.15 mM. LOD: 0.056 μM. Sensitivity: 0.2085 μA/mM × cm2. Selectivity: determinations in the presence of dopamine, uric acid, ascorbic acid, catechol, and glucose | [178] |
ZnONPs | Corymbia citriodora (Hook.) K.D. Hill and L.A.S. Johnson leaves | Detection of H2O2 using glassy carbon electrode coated with NPs | Linearity: 0.1–150 μM. LOD: 0.07 μM. Selectivity: determinations in the presence of uric acid, ascorbic acid, and glucose | [179] |
AgNPs | Euphorbia hirta L. leaves | Colorimetric detection of H2O2 | LOD: 10−7 M | [180] |
AgNPs | Cassia fistula L. -phenolic-rich extract | Colorimetric detection of H2O2 | Linearity: 10–200 μM. LOD: 3.0 μM | [181] |
AgNPs | Garcinia mangostana L. fruits | Detection of Hg(II) in the range 1–50 μM | LOD/LOQ: 2.6 μM/8.9 μM | [182] |
AuNPs | Cistanche deserticola Ma | Colorimetric detection of Pb(II) using NPs stabilized on poly(styrene-co-maleic anhydride) | Linearity: 0–100 μM. LOD: 0.03 μM. Selectivity: determinations in the presence of Fe2+, Cu2+, Mg2+, Zn2+, Cr3+, Al3+, Cd2+, Mn2+ | [183] |
AuNPs | Annona muricata L. fruit pulp | Colorimetric detection of Cd (II)/paper-based sensors | Linearity: 0.045–0.18 µM and 0.22–8.90 µM. LOD: 1.13 × 10−10/4.45 × 10−8 M. Selectivity: determinations in the presence of Al3+, Ba2+, Co2+, Fe2+, Hg2+, In2+, K+, Li+, Mg2+, Mn2+, Na+, Ni2+, Pb2+, Pt2+, Sn2+, Zn2+ | [184] |
CuNPs | Juglans regia L. green husk | Colorimetric detection of Hg(II) | LOD: 10 mM. Selectivity: determinations in the presence of K+, Ca2+, Pb2+ | [185] |
AgNPs | Persea americana Mill. peel | Colorimetric detection of Al(II) and Cr(II) | LOD: 0.04/0.05 mg/kg. Selectivity: determinations in the presence of Ni(II), Cd(II), Al(III), Hg(II), Cr(III), Ba(II), Pb(II), Zn(II), Co(II), Mn(II), Cu(II), Ca(II), Mg(II), and K(I) | [186] |
Ag/AgClNPs | Syzygium cumini (L.) Skeels. fruits | Colorimetric detection of clindamycin and Fe3+ | Linearity: 10.0–100.0 µM. LOD: 1.2 µM. R2 = 0.99 (clindamycin). Linearity: 10.0–350.0 µM. LOD: 5.6 µM (for Fe3+) | [187] |
AgNPS | Rumex hastatus D. Don roots | Colorimetric detection of Cu(II) | Linearity: 1–90 µM. LOD: 0.26 µM. Selectivity: determinations in the presence of Na+, K+, Mg2+, Ca2+, Ba2+, Fe2+, Ni2+, Pb2+, Sn2+, Hg2+, Zn2+ | [188] |
AgNPs | Camellia sinensis(L.) Kuntze leaves | Colorimetric detection of Fe(III) | Linearity: 1–25 μM. LOD = 0.532 μM. LOQ= 1.77 μM. Reproducibility (RSD) = 1.49%. | [189] |
AgNPs | Dry root of Hedysarum polybotrys Hand.-Mazz.-Radix Hedysari | Colorimetric detection of Fe(II) | LOD: 1.5 μM. Linearity: 10 μM–500 μM. Selectivity: determinations in the presence of Ag+, Cu2+, Zn2+, Pb2+, Ni2+, Na+, Cr3+, Fe3+, K+. | [190] |
AgNPs | Moringa oleifera Lam. flower | Colorimetric detection of Cu(IV) | Linearity: 1–12 mM. Sensitivity: 0.249/mM. | [191] |
AgNPs | Sonchus arvensis L. leaves | Colorimetric detection of Fe(III) and Hg(II) | LOD: 10−3 M. Selectivity: determinations in the presence of Li+, Al3+, Cr3+, Mn2+, Fe3+, Co2+, Ni2+, Cu2+, Hg2+, Cd2+, Pb2+. | [192] |
AuNPs | Fragaria vesca L. leaves | Detection of uric/ascorbic acids using glassy carbon electrode coated with NPs | Linearity: 0.1−0.98, 0.98−190/1–10, 10–5750 µM. LOD: 0.16/0.05 µM. LOQ: 0.49/0.15 µM. Sensitivity: 0.617, 0.169/0.130, 0.050 μA/μM | [193] |
AuNPs, AgNPs | Calendula officinalis L. flowers | Prostatic specific antigen detection using quince seed mucilage/NPs composite | Linearity: 0.1 pg/mL–100 ng/mL. LOD: 0.087 pg/mL | [177] |
AgNPs | Cyanthillium cinereum (Carl Linnaeus) H. Rob leaves | Dopamine sensing (0.01 mM–0.1 mM), using carbon paste electrodes modified with AgNP | Oxidation peak with peak potentials at 0.366 V, 0.998 correlation coefficient | [194] |
CuNPs | Ocimum tenuiflorum L. leaves | Glucose sensing using glassy carbon electrode coated with NPs | Sensitivity: 1065.21 μA/mM × cm2. Response time: < 3 s. Linear range: 1–7.2 mM. LOD: 0.038 μM. | [195] |
ZnONPs | Ocimum tenuiflorum L. leaves | Glucose sensing using glassy carbon electrode coated with NPs | Linear range: 1–8.6 mM. LOD: 0.046 μM. Sensitivity: 681.60 μAm/M × cm2 | [196] |
AuNPs | Bischofia javanica Blume leaves | Chloramphenicol determination in milk, powdered milk, honey, and eye drops using glassy carbon electrode coated with NPs decorated graphene oxide film | Linearity: 1.5–2.95 μM. LOD: 0.25 μM. Sensitivity: 3.81 μA/μM × cm2 | [197] |
CuNPs | Moringa oleifera Lam | Detection of daptomycin and meropenem using NPs deposited on the surface of screen-printed carbon electrodes | LOD: 0.01 g/L. | [198] |
NiFe2O4 NPs | Ixora coccinea L. leaves | Determination of pentachlorophenol using glassy carbon electrode chemically modified with NPs | Linearity: 0.01–90 μM at pulse amplitude of 80 mV/s. LOD/LOQ: 0.0016/0.005 μM. Selectivity: determinations in the presence of Cu+2, Ca+2, Mg+2, K+, Cl−, SO3−2, trichlorophenol, ascorbic acid, hydroquinone, endosulfan, carbofuran | [199] |
AgNPs | Araucaria angustifolia (Bertol.) Kuntze nuts | Detection of paracetamol using glassy carbon electrode coated NPs and exfoliated graphite nanoplatelets composites | Repeatability/reproducibility: 1.8%/4.0%. Linearity: 4.98 × 10−6–3.38 × 10−5 mol/L. LOD: 8.50 × 10−8 mol/L. | [200] |
Ag-AuNPs | Citrus × sinensis (L.) Osbeck peels | Detection of caffeine using a platinum electrode modified with polypyrrole and NPs | LOD: 2.02 μM. Sensitivity: 0.75 μA/μM. Linearity: 0–59 μM. Selectivity: determinations in the presence of ascorbic acid, dopamine, glucose, fructose, and common ions (K+, Cl−, Na+, and NO3−) | [201] |
Ag2ONPs | Brassica rapa L. Pekinensis Group leaves | Detection of p-nitrophenol using a carbon black/nickel foam–NP electrode | Linearity: 0.1 pM–1 mM. Response time: 5 s. LOD: 0.7 pM. | [202] |
SeNP, AgNPs | Cucurbita pepo L. leaves | Detection of H2O2 using glassy carbon electrode coated with NPs | Reduction peak current: 14 ± 0.5/37 ± 1.3 μA | [176] |
FeNPs | Ipomoea pes-tigridis L. leaves | Detection of H2O2 using glassy carbon electrode coated with FeNPs/reduced graphene oxide composites | Linearity: 0.1 μM–2.15 mM. LOD: 0.056 μM. Sensitivity: 0.2085 μA/mM × cm2. Selectivity: determinations in the presence of dopamine, uric acid, ascorbic acid, catechol, and glucose. | [178] |
ZnONPs | Corymbia citriodora (Hook.) K.D. Hill and L.A.S. Johnson leaves | Detection of H2O2 using glassy carbon electrode coated with NPs | Linearity: 0.1–150 μM. LOD: 0.07 μM. Selectivity: determinations in the presence of uric acid, ascorbic acid, and glucose. | [179] |
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Ungureanu, C.; Tihan, G.T.; Zgârian, R.G.; Fierascu, I.; Baroi, A.M.; Răileanu, S.; Fierăscu, R.C. Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens—An Overview of Recent Findings and Future Prospects. Materials 2022, 15, 5374. https://doi.org/10.3390/ma15155374
Ungureanu C, Tihan GT, Zgârian RG, Fierascu I, Baroi AM, Răileanu S, Fierăscu RC. Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens—An Overview of Recent Findings and Future Prospects. Materials. 2022; 15(15):5374. https://doi.org/10.3390/ma15155374
Chicago/Turabian StyleUngureanu, Camelia, Gratiela Teodora Tihan, Roxana Gabriela Zgârian, Irina Fierascu, Anda Maria Baroi, Silviu Răileanu, and Radu Claudiu Fierăscu. 2022. "Metallic and Metal Oxides Nanoparticles for Sensing Food Pathogens—An Overview of Recent Findings and Future Prospects" Materials 15, no. 15: 5374. https://doi.org/10.3390/ma15155374