Monitoring of Cadmium, Lead, and Mercury Levels in Seafood Products: A Ten-Year Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Samples and Chemical Analyses
2.2. Analytical Procedure
2.3. Maximum Limits for the Analyzed Seafood
2.4. Statistical Analysis
2.5. Dietary Intake Calculation
3. Results
3.1. Levels of Heavy Metals in the Analyzed Seafood
3.1.1. Cadmium
3.1.2. Lead
3.1.3. Total Mercury
3.2. Non-Compliant Samples
3.3. Pilot Evaluation of EWI for Swordfish
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Whelton, S.P.; He, J.; Whelton, P.K.; Muntner, P. Meta-analysis of observational studies on fish intake and coronary heart disease. Am. J. Cardiol. 2004, 93, 1119–1123. [Google Scholar] [CrossRef] [PubMed]
- Fernández, Z.H.; Rojas, L.A.V.; Álvarez, A.M.; Álvarez, J.R.E.; dos Santos Júnior, J.A.; González, I.P.; González, M.R.; MacIas, N.A.; Sánchez, D.L.; Torres, D.H. Application of Cold Vapor-Atomic Absorption (CVAAS) Spectrophotometry and Inductively Coupled Plasma-Atomic Emission Spectrometry methods for cadmium, mercury and lead analyses of fish samples. Validation of the method of CVAAS. Food Control 2015, 48, 37–42. [Google Scholar] [CrossRef]
- Salvo, A.; Potortì, A.G.; Cicero, N.; Bruno, M.; Lo Turco, V.; Di Bella, G.; Dugo, G. Statistical characterisation of heavy metal contents in Paracentrotus lividus from Mediterranean Sea. Nat. Prod. Res. 2014, 28, 718–726. [Google Scholar] [CrossRef] [PubMed]
- Cardellicchio, N.; Buccolieri, A.; Di Leo, A.; Giandomenico, S.; Spada, L. Levels of metals in reared mussels from Taranto Gulf (Ionian Sea, southern Italy). Food Chem. 2008, 107, 890–896. [Google Scholar] [CrossRef]
- O’Connor, T.P. National distribution of chemical concentrations in mussels and oysters in the USA. Mar. Environ. Res. 2002, 53, 117–143. [Google Scholar] [CrossRef]
- Demirak, A.; Yilmaz, F.; Tuna, A.L.; Ozdemir, N. Heavy metals in water, sediment and tissues of Leuciscus cephalus from a stream in southwestern Turkey. Chemosphere 2006, 63, 1451–1458. [Google Scholar] [CrossRef]
- EFSA Panel on Contaminants in the Food Chain (CONTAM). Scientific Opinion on the risk for public health related to the presence of mercury and methylmercury in food. EFSA J. 2012, 10, 2985. [Google Scholar] [CrossRef]
- Järup, L. Hazards of heavy metal contamination. Br. Med. Bull. 2003, 68, 167–182. [Google Scholar] [CrossRef]
- Counter, S.A.; Buchanan, L.H. Mercury exposure in children: A review. Toxicol. Appl. Pharmacol. 2004, 198, 209–230. [Google Scholar] [CrossRef]
- Commission Regulation (EU) 2023/915 of 25 April 2023 on Maximum Levels for Certain Contaminants in Food and Repealing Regulation (EC) No 1881/2006. Available online: http://data.europa.eu/eli/reg/2023/915/2024-07-22 (accessed on 28 March 2024).
- Commission Regulation (EC) No 1881/2006 of 19 December 2006 Setting Maximum Levels for Certain Contaminants in Foodstuffs. Available online: https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=celex%3A32006R1881 (accessed on 28 March 2024).
- Brambilla, G.; Abete, M.C.; Binato, G.; Chiaravalle, E.; Cossu, M.; Dellatte, E.; Miniero, R.; Orletti, R.; Piras, P.; Roncarati, A.; et al. Mercury occurrence in Italian seafood from the Mediterranean Sea and possible intake scenarios of the Italian coastal population. Regul. Toxicol. Pharmacol. 2013, 65, 269–277. [Google Scholar] [CrossRef]
- Dellatte, E.; Brambilla, G.; Miniero, R.; Abete, M.C.; Orletti, R.; Chessa, G.; Ubaldi, A.; Chiaravalle, E.; Tiso, M.; Ferrari, A. Individual methylmercury intake estimates from local seafood of the Mediterranean Sea, in Italy. Regul. Toxicol. Pharmacol. 2014, 69, 105–112. [Google Scholar] [CrossRef] [PubMed]
- Leclercq, C.; Arcella, D.; Piccinelli, R.; Sette, S.; Le Donne, C.; Turrini, A.; INRAN-SCAI 2005-06 Study Group. The Italian National Food Consumption Survey INRAN-SCAI 2005-06: Main results in terms of food consumption. Public Health Nutr. 2009, 12, 2504–2532. [Google Scholar] [CrossRef] [PubMed]
- Turrini, A.; Le Donne, C.; Piccinelli, R.; D’Addezio, L.; Mistura, L.; Sette, S.; Martone, D.; Comendador Azcarraga, F.J.; Ferrari, M.; Catasta, G. Italian national dietary survey on adult population from 10 up to 74 years old—IV SCAI ADULT. CREA-Consiglio per la ricerca in agricoltura e l’analisi dell’economia agraria—Centro di Ricerca Alimenti e Nutrizione. EFSA Support. Publ. 2022, 19, 7559E. [Google Scholar] [CrossRef]
- Everaert, G.; Ruus, A.; Hjermann, D.Ø.; Borgå, K.; Green, N.; Boitsov, S.; Jensen, H.; Poste, A. Additive models reveal sources of metals and organic pollutants in Norwegian marine sediments. Environ. Sci. Technol. 2017, 51, 12764–12773. [Google Scholar] [CrossRef]
- Zhang, M.; Sun, X.; Xu, J. Heavy metal pollution in the East China Sea: A review. Mar. Pollut. Bull. 2020, 159, 111473. [Google Scholar] [CrossRef]
- Sánchez-Quiles, D.; Marbà, N.; Tovar-Sánchez, A. Trace metal accumulation in marine macrophytes: Hotspots of coastal contamination worldwide. Sci. Total Environ. 2017, 576, 520–527. [Google Scholar] [CrossRef]
- Storelli, M.M.; Barone, G.; Marcotrigiano, G.O. Cadmium in cephalopod molluscs: Implications for public health. J. Food Prot. 2005, 68, 577–580. [Google Scholar] [CrossRef]
- Dorneles, P.R.; Lailson-Brito, J.; Dos Santos, R.A.; da Costa, P.A.S.; Malm, O.; Azevedo, A.F.; Torres, J.P.M. Cephalopods and cetaceans as indicators of offshore bioavailability of cadmium off Central South Brazil Bight. Environ. Pollut. 2007, 148, 352–359. [Google Scholar] [CrossRef]
- Blanco, S.L.; González, J.C.; Vieites, J.M. Mercury, cadmium and lead levels in samples of the main traded fish and shell-fish species in Galicia, Spain. Food Addit. Contam. 2008, 1, 15–21. [Google Scholar] [CrossRef]
- Guardone, L.; Tinacci, L.; Costanzo, F.; Azzarelli, D.; D’Amico, P.; Tasselli, G.; Magni, A.; Guidi, A.; Nucera, D.; Armani, A. DNA barcoding as a tool for detecting mislabeling of fishery products imported from third countries: An official survey conducted at the Border Inspection Post of Livorno-Pisa (Italy). Food Control 2017, 80, 204–216. [Google Scholar] [CrossRef]
- Hervé-Fernández, P.; Houlbrèque, F.; Boisson, F.; Mulsow, S.; Teyssié, J.L.; Oberhaënsli, F.; Azemard, S.; Jeffree, R. Cadmium bioaccumulation and retention kinetics in the Chilean blue mussel Mytilus chilensis: Seawater and food exposure pathways. Aquat. Toxicol. 2010, 99, 448–456. [Google Scholar] [CrossRef] [PubMed]
- Farag, M.A.; Mansour, S.T.; Nouh, R.A.; Khattab, A.R. Crustaceans (shrimp, crab, and lobster): A comprehensive review of their potential health hazards and detection methods to assure their biosafety. J. Food Saf. 2022, 43, e13026. [Google Scholar] [CrossRef]
- Galimberti, C.; Corti, I.; Cressoni, M.; Moretti, V.M.; Menotta, S.; Galli, U.; Cambiaghi, D. Evaluation of mercury, cadmium and lead levels in fish and fishery products imported by air in North Italy from extra-European Union Countries. Food Control 2016, 60, 329–337. [Google Scholar] [CrossRef]
- Torres, F.G.; De-la-Torre, G.E. Mercury pollution in Peru: Geographic distribution, health hazards, and sustainable removal technologies. Environ. Sci. Pollut. Res. 2022, 29, 54045–54059. [Google Scholar] [CrossRef] [PubMed]
- Hanna, D.E.; Solomon, C.T.; Poste, A.E.; Buck, D.G.; Chapman, L.J. A review of mercury concentrations in freshwater fishes of Africa: Patterns and predictors. Environ. Toxicol. Chem. 2015, 34, 215–223. [Google Scholar] [CrossRef]
- Leung, H.M.; Leung, A.O.W.; Wang, H.S.; Ma, K.K.; Liang, Y.; Ho, K.C.; Cheung, K.C.; Tohidi, F.; Yung, K.K.L. Assessment of heavy metals/metalloid (As, Pb, Cd, Ni, Zn, Cr, Cu, Mn) concentrations in edible fish species tissue in the Pearl river delta (PRD), China. Mar. Pollut. Bull. 2014, 78, 235–245. [Google Scholar] [CrossRef]
- Esposito, M.; De Roma, A.; La Nucara, R.; Picazio, G.; Gallo, P. Total mercury content in commercial swordfish (Xiphias gladius) from different FAO fishing areas. Chemosphere 2018, 197, 14–19. [Google Scholar] [CrossRef]
- Torres-Escribano, S.; Vélez, D.; Montoro, R. Mercury and methylmercury bioaccessibility in swordfish. Food Addit. Contam. Part. A Chem. Anal. Control Expo. Risk Assess. 2010, 27, 327–337. [Google Scholar] [CrossRef]
- Forsyth, D.S.; Casey, V.; Dabeka, R.W.; McKenzie, A. Methylmercury levels in predatory fish species marketed in Canada. Food Addit. Contam. 2004, 21, 849–856. [Google Scholar] [CrossRef]
- Burger, J.; Gochfeld, M. Mercury in fish available in supermarkets in Illinois: Are there regional differences. Sci. Total Environ. 2006, 367, 1010–1016. [Google Scholar] [CrossRef]
- Jinadasa, B.K.K.K.; Rameesha, L.R.S.; Edirisinghe, E.M.R.K.B.; Rathnayake, R.M.U.S.K. Mercury, Cadmium and Lead Levels in Three Commercially Important Marine Fish Species of Sri Lanka. Sri Lanka J. Aquat. Sci. 2010, 15, 39–43. [Google Scholar] [CrossRef]
- Heo, H.C.; Lim, Y.H.; Byun, Y.S.; Sakong, J. Mercury concentration in shark meat from traditional markets of Gyeongsangbuk-do, South Korea. Ann. Occup. Environ. Med. 2020, 32, e3. [Google Scholar] [CrossRef] [PubMed]
- Vega-Sánchez, B.; Ortega-García, S.; Ruelas-Inzunza, J.; Frías-Espericueta, M.; Escobar-Sánchez, O.; Guzmán-Rendón, J. Mercury in the Blue Marlin (Makaira nigricans) from the Southern Gulf of California: Tissue Distribution and Inter-Annual Variation (2005–2012). Bull. Environ. Contam. Toxicol. 2017, 98, 156–161. [Google Scholar] [CrossRef] [PubMed]
- Lukhurst, B.E.; Prince, E.D.; Llopiz, J.K.; Snodgrass, D.; Brothers, E.B. Evidence of blue marlin (Makaira nigricans) spawning in Bermuda waters and elevated mercury levels in large specimens. Bull. Mar. Sci. 2006, 79, 691–704. [Google Scholar]
- Commission Recommendation (EU) 2022/1342 of 28 July 2022 on the Monitoring of Mercury in Fish, Crustaceans and Molluscs. Available online: http://data.europa.eu/eli/reco/2022/1342/oj (accessed on 28 March 2024).
- IUCN. The IUCN Red List of Threatened Species. Version 2024-2. 2024. Available online: https://www.iucnredlist.org (accessed on 18 December 2024).
- Di Bella, C.; Calagna, A.; Cammilleri, G.; Schembri, P.; Lo Monaco, D.; Ciprì, V.; Battaglia, L.; Barbera, G.; Ferrantelli, V.; Sadok, S.; et al. Risk Assessment of Cadmium, Lead, and Mercury on Human Health in Relation to the Consumption of Farmed Sea Bass in Italy: A Meta-Analytical Approach. Front. Mar. Sci. 2021, 8, 616488. [Google Scholar] [CrossRef]
- Barchiesi, F.; Branciari, R.; Latini, M.; Roila, R.; Lediani, G.; Filippini, G.; Scortichini, G.; Piersanti, A.; Rocchegiani, E.; Ranucci, D. Heavy metals contamination in shellfish: Benefit-risk evaluation in central Italy. Foods 2020, 9, 1720. [Google Scholar] [CrossRef]
- Storelli, M.M.; Normanno, G.; Barone, R.; Dambrosio, A.; Errico, L.; Garofalo, R.; Giacominelli-Stuffler, R. Toxic metals (Hg, Cd, and Pb) in fishery products imported into Italy: Suitability for human consumption. J. Food Prot. 2012, 75, 189–194. [Google Scholar] [CrossRef]
- Kuballa, T.; Moellers, M.; Schoeberl, K.; Lachenmeier, D.W. Survey of methylmercury in fish and seafood from the southwestern German market. Eur. Food Res. Technol. 2011, 232, 737–742. [Google Scholar] [CrossRef]
- Stern, A.H.; Smith, A.E. An assessment of the cord blood: Maternal blood methylmercury ratio: Implications for risk assessment. Environ. Health Perspect. 2003, 111, 1465–1470. [Google Scholar] [CrossRef]
- González, N.; Calderón, J.; Rúbies, A.; Timoner, I.; Castell, V.; Domingo, J.L.; Nadal, M. Dietary intake of arsenic, cadmium, mercury and lead by the population of Catalonia, Spain: Analysis of the temporal trend. Food Chem. Toxicol. 2019, 132, 110721. [Google Scholar] [CrossRef]
EU Maximum Limits (MLs in mg/kg) | |||
---|---|---|---|
Taxonomic Group | Cd | Pb | THg |
Marine fish | 0.05, 0.10, 0.15, 0.25 | 0.30 | 0.30, 0.50, 1.00 |
Cephalopods | 1.00 | 0.30 | 0.30 |
Bivalve mollusks | 1.00 | 1.50 | 0.50 |
Crustaceans | 0.50 | 0.50 | 0.50 |
Freshwater fish | 0.05 | 0.30 | 0.50 |
Echinoderms | 1.00 | 1.50 | 0.50 |
Marine gastropods | 1.00 | 0.30 | 0.30 |
Cadmium | ||||||
---|---|---|---|---|---|---|
Taxonomic Group | n | Mean ± sd | Median | Max | p95 | p99 |
Marine fish | 450 | <LOQ | <LOD | 0.90 | 0.05 | 0.20 |
Cephalopods | 1500 | 0.15 ± 0.38 | 0.05 | 5.60 | 0.60 | 1.45 |
Bivalve mollusks | 904 | 0.08 ± 0.14 | 0.06 | 1.60 | 0.27 | 0.70 |
Crustaceans | 424 | 0.08 ± 0.13 | 0.03 | 0.85 | 0.33 | 0.60 |
Freshwater fish | 53 | <LOD | <LOD | 0.04 | <LOD | 0.04 |
Echinoderms | 5 | 0.06 ± 0.04 | 0.07 | 0.09 | 0.09 | 0.09 |
Marine gastropods | 2 | / | / | 0.78 | / | / |
Total | 3338 | 0.10 ± 0.28 | 0.04 | 5.60 | 0.41 | 1.00 |
Lead | ||||||
---|---|---|---|---|---|---|
Taxonomic Group | n | Mean ± sd | Median | Max | p95 | p99 |
Marine fish | 514 | <LOQ | <LOD | 0.22 | 0.04 | 0.12 |
Cephalopods | 650 | <LOQ | <LOD | 0.27 | 0.06 | 0.17 |
Bivalve mollusks | 897 | 0.13 ± 0.16 | 0.11 | 3.20 | 0.40 | 0.57 |
Crustaceans | 38 | 0.02 ± 0.06 | <LOD | 0.34 | 0.13 | 0.34 |
Freshwater fish | 57 | <LOD | <LOD | 0.04 | 0.03 | 0.04 |
Echinoderms | 11 | 0.39 ± 0.42 | 0.41 | 1.20 | 1.20 | 1.20 |
Marine gastropods | 4 | / | / | 0.34 | / | / |
Total | 2171 | 0.06 ± 0.13 | <LOD | 3.20 | 0.26 | 0.49 |
Total Mercury | ||||||
---|---|---|---|---|---|---|
Taxonomic Groups | n | Mean ± sd | Median | Max | p95 | p99 |
Marine fish | 2519 | 0.39 ± 0.51 | 0.23 | 13.00 | 1.20 | 1.90 |
Cephalopods | 687 | 0.02 ± 0.09 | <LOD | 1.90 | 0.11 | 0.24 |
Bivalve mollusks | 898 | 0.01 ± 0.03 | <LOD | 0.47 | 0.04 | 0.14 |
Crustaceans | 60 | 0.10 ± 0.12 | 0.06 | 0.52 | 0.39 | 0.52 |
Freshwater fish | 123 | 0.07 ± 0.09 | 0.05 | 0.65 | 0.23 | 0.36 |
Echinoderms | 11 | <LOQ | <LOD | 0.05 | 0.05 | 0.05 |
Marine gastropods | 2 | / | / | 0.32 | / | / |
Total | 4300 | 0.24 ± 0.43 | 0.04 | 13.00 | 1.00 | 1.75 |
n.c. per Sampling Request | Marine Fish | Cephalopods | Bivalve Mollusks | Crustaceans | Total |
---|---|---|---|---|---|
HACCP self-control plan by food companies | 3 (9.09%) | 3 (6.25%) | |||
n analyzed | 33 | 3 | 11 | 1 | 48 |
Official import control | 24 (2.05%) | 7 (0.70%) | 3 (8.57%) | 2 (0.61%) | 36 (1.42%) |
n analyzed | 1169 | 999 | 35 | 325 | 2528 |
Official control—processing and trading | 91 (6.74%) | 11 (2.06%) | 102 (3.87%) | ||
n analyzed | 1350 | 533 | 627 | 124 | 2634 |
Official control—Italian primary production | 1 (0.29%) | 1 (0.20%) | |||
n analyzed | 149 | 1 | 346 | 496 | |
Total n of n.c. samples | 118 (4.37%) | 18 (1.17%) | 4 (0.39%) | 2 (0.44%) | 142 (2.43%) |
Total n analyzed | 2701 | 1536 | 1019 | 450 | 5854 |
Taxonomic Group | n.c. Samples (Range [Cd]) | n.c. Samples [Pb] | n.c. Samples (Range [Hg]) | Total n.c. Samples | % of n.c. Samples |
---|---|---|---|---|---|
Marine fish | 0 | 0 | 118 (0.74–13.00) | 118 | 4.37% |
EU limit | 0.05, 0.10, 0.30 | 0.30 | 0.5, 1.0 | ||
Cephalopods | 17 (1.40–5.60) | 0 | 1 (1.90) | 18 | 1.17% |
EU limit | 1.0 | 1.0 | 0.5 | ||
Bivalve mollusks | 3 (1.30–1.60) | 1 (3.20) | 0 | 4 | 0.39% |
EU limit | 1.0 | 1.5 | 0.5 | ||
Crustaceans | 2 (0.77–0.85) | 0 | 0 | 2 | 0.44% |
EU limit | 0.5 | 0.5 | 0.5 | ||
Total | 22 | 1 | 119 | 142 | 2.43% |
Total Mercury | ||||||||
---|---|---|---|---|---|---|---|---|
Species Group | n | Mean ± sd | Median | Max | p95 | p99 | n.c. Samples | % n.c. Samples |
Swordfish * | 522 | 0.75 ± 0.50 | 0.63 | 2.90 | 1.70 | 2.40 | 59 | 11.30% |
Shark species * | 247 | 0.75 ± 0.48 | 0.69 | 3.80 | 1.40 | 3.30 | 16 | 6.48% |
Tuna species * | 450 | 0.40 ± 0.40 | 0.30 | 3.00 | 1.10 | 1.90 | 14 | 3.11% |
Others * | 158 | 0.50 ± 1.06 | 0.37 | 13.00 | 1.06 | 2.10 | 3 | 1.90% |
Others ** | 1142 | 0.13 ± 0.19 | 0.07 | 1.82 | 0.50 | 0.97 | 26 | 2.28% |
Total | 2519 | 0.39 ± 0.51 | 0.23 | 13.00 | 1.20 | 1.90 | 118 | 4.68% |
Survey (Year) | Population Categories | Age Class (Years) | Mean Swordfish Consumption (g/kg b.w. per Week) | EWI THg (µg/kg b.w. per Week) | |
---|---|---|---|---|---|
Mean [THg] | Median [THg] | ||||
Italian National Food Consumption Survey INRAN-SCAI (2005-06) | All subjects Adolescents | 10–17 | 0.35 | 0.26 | 0.22 |
Italian National Food Consumption Survey INRAN-SCAI (2005-06) | All subjects Adults | 18–64 | 0.28 | 0.21 | 0.18 |
Italian national dietary survey on adult population from 10 up to 74 years old (2018) | All subjects Adults | 18–64 | 0.42 | 0.31 | 0.26 |
Italian National Food Consumption Survey INRAN-SCAI (2005-06) | Consumers (n = 16; 6.5%) Adolescents | 10–17 | 5.95 | 4.46 | 3.75 |
Italian National Food Consumption Survey INRAN-SCAI (2005-06) | Consumers (n = 106; 4.6%) Adults | 18–64 | 5.81 | 4.36 | 3.66 |
Italian national dietary survey on adult population from 10 up to 74 years old (2018) | Consumers (n = 28; 3.9%) Adults | 18–64 | 10.64 | 7.98 | 5.03 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Garofalo, L.; Sala, M.; Focardi, C.; Pasqualetti, P.; Delfino, D.; D’Onofrio, F.; Droghei, B.; Pasquali, F.; Nicolini, V.; Galli, F.S.; et al. Monitoring of Cadmium, Lead, and Mercury Levels in Seafood Products: A Ten-Year Analysis. Foods 2025, 14, 451. https://doi.org/10.3390/foods14030451
Garofalo L, Sala M, Focardi C, Pasqualetti P, Delfino D, D’Onofrio F, Droghei B, Pasquali F, Nicolini V, Galli FS, et al. Monitoring of Cadmium, Lead, and Mercury Levels in Seafood Products: A Ten-Year Analysis. Foods. 2025; 14(3):451. https://doi.org/10.3390/foods14030451
Chicago/Turabian StyleGarofalo, Luisa, Marcello Sala, Claudia Focardi, Patrizio Pasqualetti, Daniela Delfino, Francesca D’Onofrio, Barbara Droghei, Francesca Pasquali, Valentina Nicolini, Flavia Silvia Galli, and et al. 2025. "Monitoring of Cadmium, Lead, and Mercury Levels in Seafood Products: A Ten-Year Analysis" Foods 14, no. 3: 451. https://doi.org/10.3390/foods14030451
APA StyleGarofalo, L., Sala, M., Focardi, C., Pasqualetti, P., Delfino, D., D’Onofrio, F., Droghei, B., Pasquali, F., Nicolini, V., Galli, F. S., Scaramozzino, P., Ubaldi, A., Russo, K., & Neri, B. (2025). Monitoring of Cadmium, Lead, and Mercury Levels in Seafood Products: A Ten-Year Analysis. Foods, 14(3), 451. https://doi.org/10.3390/foods14030451