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Protocol

Optimization of an Analytical Protocol for the Extraction of Microplastics from Seafood Samples with Different Levels of Fat

by
Diogo M. Silva
1,2,*,
C. Marisa R. Almeida
2,3,
Francisco Guardiola
4,
Sabrina M. Rodrigues
1,2 and
Sandra Ramos
2
1
ICBAS-Institute of Biomedical Sciences Abel Salazar-Porto University, Rua de Jorge Viterbo Ferreira nº 228, 4050-313 Porto, Portugal
2
CIIMAR-Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Terminal de Cruzeiros do Porto de Leixões, Avenida General Norton de Matos, S/N, 4450-208 Matosinhos, Portugal
3
Chemistry and Biochemistry Department, Faculty of Science of University of Porto, Rua do Campo Alegre, 687, 4169-007 Porto, Portugal
4
Faculty of Biology, C. Campus Universitario, University of Murcia, 5, 30100 Murcia, Spain
*
Author to whom correspondence should be addressed.
Molecules 2022, 27(16), 5172; https://doi.org/10.3390/molecules27165172
Submission received: 15 July 2022 / Revised: 10 August 2022 / Accepted: 11 August 2022 / Published: 13 August 2022
(This article belongs to the Special Issue Advances on Microplastics and Nanoplastics Analysis)

Abstract

:
Marine organisms are affected by the ubiquitous occurrence of microplastics (MPs) in the environment. Several protocols have been described to extract and quantify MPs in seafood, although their complex matrices, with high level of fat, can compromise the efficiency of MPs extraction. To solve this issue, the present study aimed to develop a detailed methodology suitable to process seafood samples with different levels of fat, namely fish and molluscs, from fresh and canned sources, including the immersive liquids from the cans. Sample digestion was tested using different solutions (10% KOH, 30% H2O2), temperatures (40 °C, 65 °C) and incubation times (24, 48, 72 h). For fat removal, three detergents (two laboratory surfactants and a commercial dish detergent) and 96% ethanol were tested, as well as the manual separation of fat. The methodology optimized in this study combined a digestion with 30% H2O2 at 65 °C, during 24 to 48 h, with a manual separation of the fat remaining after the digestion. All steps from the present methodology were tested in six types of polymers (PE-LD, PET, PE, AC, PS, and lycra), to investigate if these procedures altered the integrity of MPs. Results showed that the optimized methodology will allow for the efficient processing of complex seafood samples with different fat levels, without compromising MPs integrity (recoveries rate higher than 89% for all the polymers tested).

1. Introduction

The global production of plastics has continually and dramatically increased, from 1.5 million tons in 1950 to approximately 370 million tons in 2020 [1]. Due to this growth and the lack of proper waste management over the years, there is a proliferation of plastics, and consequently microplastics (MPs), in the environment. MPs are small plastic particles, less than 5 mm in size, that can be intentionally manufactured for industrial uses (primary MPs) or originated from the degradation of larger plastics items (secondary MPs) [2]. According to recent studies, MPs are considered ubiquitous, and their occurrence in marine organisms has been reported, including plankton [3], fish and molluscs [4,5,6,7] as well as in processed seafood, such as canned products [8,9,10]. Due to the human consumption of a wide variety of seafood, consumers may be at risk of ingesting MPs, originating a growing concern regarding the exposure to these particles and their potential harm to human health [11,12].
Seafood is an important source of essential nutrients, especially high-quality proteins (including all of the essential amino acids), unsaturated fatty-acids (including Omega-3), fat-soluble vitamins, and minerals, with nutritional and physiological importance for human health [13,14]. In addition, the consumption of seafood as a major source of proteins is expected to increase as a consequence of the global population growth, with the demand for fish expected to almost double in 2050 [15,16]. Despite being one of the most commercialized food products, seafood is also highly perishable due to their biological composition, and several preservation methods, such as salting, freezing or canning, are traditionally used to control and ensure the quality of the products [17,18]. Canned seafood is an important food source and one of the most relevant ways of fish preservation, assuring the nutritional quality of food for long-term storages without the need for temperature control [19]. About 17 million tons of the world fishery production, corresponding to approximately 10% of the total 178 million tons, are preserved by canning [20,21,22]. There is a wide variety of canned seafood (e.g., fish, molluscs, crustaceans), immersed in different edible liquids (e.g., sunflower oil, olive oil, tomato sauce, garlic sauce), each one with specific ingredients and nutritional composition (e.g., fat, carbohydrates, proteins). In general, consumers eat these products directly from the can without any additional cleaning process. Therefore, from a dietary and health perspective, a better understanding on the potential occurrence of MPs is crucial [10]. Additionally, as canned products can be consumed with ingestion of both food and the respective filling liquids, both edible fractions should be included in the studies.
However, seafood samples, particularly from canned products, have specific characteristics that can compromising the methodologies usually applied for extractions of MPs from water [23,24], sediment [23,25] and even other biota [26,27] samples. The presence of high levels of fat can be an issue, because the digestion of the organic matter, the filtration, and the subsequent MPs observation and retrieving can be very challenging or even compromised. From all the literature concerning MPs occurrence in a wide diversity of seafood, to the best of our knowledge only one paper focused on the particularities and adversities of MPs recovery from complex lipid-rich samples [28], and only four papers assessed MPs contamination in samples of canned seafood [8,9,10,29]. So, more research on the topic is needed taking in consideration the variability of seafood available.
To solve this methodological issue, the present study aimed to develop a detailed protocol to extract and characterize MPs suitable to be applied to different matrices of seafood, such as fish and molluscs from fresh and canned sources, with different levels of fat.

2. Methodology

The proposed methodology for MPs recovery from seafood samples comprises the following stages: organic content digestion, fat post-digestion removal, filtration and analysis of retrieved MPs. A summarized schematic representation is shown in Figure 1 with optimization options tested. Before starting the laboratory procedures, rigorous and proper measures were adopted to avoid external contaminations, as explained in Section 2.3.

2.1. Laboratorial Procedures

2.1.1. Sample Digestion

Six tests were conducted to optimize the digestion of a variety of seafood samples with different levels of fat (Table 1, Figure 2).
The efficiency of each digestion test was assessed through visual inspection and expressed as the percentage of digestion of the sample: 100%-total digestion of the sample, with no visible remains at the end of the test; 95%-digestion of almost the totality of the sample, with few visible remains at the end of the test; 75%-partial digestion of the sample, with visible remains at the end of the test; 50%-digestion of approximately half of the sample, with visible remains at the end of the test.

2.1.2. Fat Post-Digestion Treatment

After digestion, samples follow to the next step that is filtration. Nevertheless, for samples with high levels of fat, filtration was not possible because the filters clogged easily with the fat. Hence, five tests were performed to dissolve or remove the remaining fat in digested samples (Table 2, Figure 3).
The efficiency of each test of fat elimination was assessed through visual inspection, and expressed as the percentage of fat removed from the sample: 100%-total removal of the fat from the sample, with no visible remains at the end of the test; 75%-partial removal of the fat from the sample, with visible remains at the end of the test; 50%-digestion of approximately half of the fat from the sample, with visible remains at the end of the test; 25%-digestion of a small part of the fat from the sample, with visible remains at the end of the test.

2.1.3. Filtration and Analysis of MPs

Solutions obtained from the digestion of samples with low levels of fat were directly subjected to vacuum filtration using cellulose nitrate membrane filters (pore size 0.45 µM, 47 mm diameter). The other samples, after fat removal, were also filtered using the same conditions.
After filtration, filters were stored in glass Petri dishes, air-dried at room temperature for two days, and observed in a stereomicroscope (Leica EZ04). Microplastics were classified according to the type (e.g., fiber, fragment, film), color and size, and photographed.

2.2. Microplastics Integrity Test

After the development of the optimized methodology for the extraction and characterization of MPs from seafood samples with different levels of fat, the full protocol was applied to known and common types of plastic polymers to evaluate possible effects in the integrity of MPs. The most common types of plastic polymers observed in marine litter (Plastics Europe, 2021) were tested, namely: low-density polyethylene (PE-LD), polyethylene terephthalate (PET), polyethylene (PE), acrylic (AC), polystyrene (PS), and lycra. In the laboratory, all MPs were manually produced from common items (e.g., fishing line, bottle of water, plastic bags, clothes), and sieved through a 5 mm mesh to discard particles larger than 5 mm. An initial mass of 0.002 g of each type of polymer was used to test MPs integrity with all the laboratorial procedures optimized in this study (more in Section 4).

2.3. Contamination Control

Seafood sampling was made in a laboratory with restricted access. A clean laboratory coat (gray, 100% cotton) and single-use nitrile gloves were used during the entire processing. All working surfaces were thoroughly cleaned with 70% EtOH, and all glassware and metallic tools were rinsed with filtered deionised water and 70% EtOH before use. The outer part of the fish and seafood cans were also rinsed to eliminate any potential particles attached to the surface. Liquid solutions were regularly observed under a stereomicroscope to assess the occurrence of MPs contamination; if necessary, solutions were filtered through sterile cellulose nitrate membrane filters (pore size 0.45 µM) prior to use. Procedural blanks (a glass Petri dish with filtered deionised water) were left exposed in the cabinet of the laboratory where all steps were performed to capture any possible airborne contamination, and immediately observed at the stereomicroscope.

3. Results

3.1. Sample Digestion

The efficiency of the sample digestion tests was assessed through visual inspection, and results were provided in percentage of organic matter digested as described in the experimental section (Table 3).
Table 3. Organic matter digestion rate (%) of samples from each test (after 24, 48 and 72 h of incubation) with specific observations.
Table 3. Organic matter digestion rate (%) of samples from each test (after 24, 48 and 72 h of incubation) with specific observations.
Digestion Rate (%)
TestSample24 H48 H72 HObservations
A1Fresh low-fat fish muscle (n = 2)759595Incomplete digestion; orange/reddish and viscous digestion liquid (Figure 4A);
* bone remains (Figure 4B)
Fresh low-fat fish GIT (n = 2)507595
Fresh low-fat fish Gill (n = 2)507595 *
A2Fresh low-fat fish muscle (n = 2)959595Incomplete digestion; orange/reddish and viscous liquid;
* bone remains
Fresh low-fat fish GIT (n = 2)759595
Fresh low-fat fish Gill (n = 2)759595 *
B1Fresh low-fat fish muscle (n = 2)50100100Complete digestion; translucent and fluid liquid (Figure 4A);
Fresh low-fat fish GIT (n = 2)50100100
Fresh low-fat fish Gill (n = 2)509595Incomplete digestion: bone remains; translucent and fluid liquid
B2Fresh low-fat fish muscle (n = 2)50100100Complete digestion; translucent and fluid liquid
Fresh low-fat fish GIT (n = 2)50100100
Fresh low-fat fish Gill (n = 2)5095 *95 *Incomplete digestion: * bone remains; translucent and fluid liquid
C1Fresh high-fat fish muscle (n = 4)50100-Complete digestion; fat droplets (Figure 4C)
Fresh high-fat fish GIT (n = 4)50100-
Fresh high-fat fish Gill (n = 4)5095-Incomplete digestion: bone remains
Canned fish (n = 4)5095-Incomplete digestion: bone remains; fat droplets
Canned mollusc (n = 4)50100-Complete digestion; fat droplets
Canned oil (n = 4)100100-Complete digestion; layer of fat (Figure 4D)
Canned sauce (n = 4)100100-
C2Fresh high-fat fish muscle (n = 4)50100-Complete digestion; smaller fat droplets
Fresh high-fat fish GIT (n = 4)50100-
Fresh high-fat fish Gill (n = 4)5095-Incomplete digestion: bone remains
Canned fish (n = 4)5095-Incomplete digestion: bone remains; smaller fat droplets
Canned mollusc (n = 4)50100-Complete sample digestion; smaller fat droplets
Canned oil (n = 4)100100-Complete sample digestion; smaller layer of fat
Canned sauce (n = 4)100100-
Figure 4. (A): Digestion of fresh fish gills with 30% H2O2 (left bottle, translucent and fluid liquid), and 10% KOH solution (right bottle, orange and viscous liquid); (B): Cellulose nitrate filter with undigested bony remains from a fresh fish gills sample; (C): Presence of small droplets of fat (red arrow) from the digestion of canned mussels with 30% H2O2; (D): Presence of a layer of fat (red arrow) from the digestion of the immersing liquid (escabeche sauce) of canned mussels with 30% H2O2.
Figure 4. (A): Digestion of fresh fish gills with 30% H2O2 (left bottle, translucent and fluid liquid), and 10% KOH solution (right bottle, orange and viscous liquid); (B): Cellulose nitrate filter with undigested bony remains from a fresh fish gills sample; (C): Presence of small droplets of fat (red arrow) from the digestion of canned mussels with 30% H2O2; (D): Presence of a layer of fat (red arrow) from the digestion of the immersing liquid (escabeche sauce) of canned mussels with 30% H2O2.
Molecules 27 05172 g004
Tests A1 and A2 (10% KOH at 40 °C and 65 °C, respectively) presented an incomplete digestion of the organic matter during the entire experiment, where a maximum digestion rate of 95% was observed for all the samples after 72 h of incubation. The final solution obtained from the digestion presented a viscous consistency, with an orange to reddish coloration for all the samples tested. In the fresh fish gills samples, bony remains from the branchial arches persisted undigested.
Regarding tests B1 and B2 (30% H2O2 at 40 °C and 65 °C, respectively), a complete digestion of the organic matter (100%) was achieved for all the samples at the incubation times of 48 and 72 h, except for the fresh fish gills samples. For the later, an incomplete digestion rate of 95% was obtained for the two incubation periods (48 and 72 h), with undigested bony remains from the branchial arches of the gills.
Concerning tests C1 (30% H2O2, at 65 °C) and C2 (30% H2O2, at 65 °C, with a pre-treatment overnight at 40 °C), with an incubation period of 48 h, a complete digestion (100%) of the organic matter was generally achieved. An exception was observed for the samples presenting bony structures (the branchial arches from the fresh fish gills and the bone from the canned fish), where a digestion rate of 95% was observed, with undigested remains. For all the samples tested in C1 and C2, the digestion of the organic matter originated the development of fat. For samples with lower levels of fat small lipidic droplets were formed. In samples with high levels of fat, a lipidic layer was formed at the surface of the digested solution. Comparing the fat portion at the end of the digestion period for tests C1 and C2, there was a visible decrease in the levels of fat in test C2, with all the samples presenting smaller droplets or layers of fat-a very important feature for samples with high levels of fat. The visual inspection of the samples after 24 h of incubation demonstrated a complete digestion of the organic matter from the canned oil and canned sauce samples (100%).
So, the protocol chosen for the sample digestion was the C2: pre-treatment of seafood samples in a laboratory oven at 40 °C overnight, and sample digestion carried out with 30% H2O2 (with a volume capable of covering the entire sample), incubated in a laboratory oven at 65 °C for 24 to 48 h (the incubation time differs according to the characteristics of the sample).

3.2. Fat Post-Digestion Treatment

The efficiency of the tests for fat post-digestion treatment was assessed through visual estimation, and results were provided in percentage of fat removal (Table 4).
The three tests using surfactant compounds (D–F) presented similar results, with all of them showing an incomplete fat dissolution in all the tested samples. For samples with higher levels of fat (canned oil and canned sauce), the percentage of fat removal was comparably lower (25%) than from the other samples (50%). Further, tests D, E and F also led to the formation of bubbles (plus foam, in the case of test F), which limited the sample visualization and the following steps of the protocol.
Regarding test G (96% EtOH), an incomplete fat dissolution was observed for all the samples. Again, samples with higher levels of fat (canned oil and canned sauce) presented a lower rate of fat removal (25%) when compared to fresh high-fat fish samples (75% of fat removal). For these last samples, and in opposition to the previous tests with surfactants, the fat dissolution with 96% EtOH allowed to subsequently filtrate the samples. However, since fat removal was incomplete, the filters easily clogged, making the filtration a very slow and time-consuming process.
Test H achieved the best results, presenting a complete fat removal (100%) for all the studied samples. Manually, and with the help of a steel spoon, fat (frequently occurring in the surface of the digested solution) was collected and transferred to a clean Petri dish, and immediately observed under a stereomicroscope for the presence of MPs.
So, the protocol chosen for the fat post-digestion treatment was the H: manual recovery of the remaining fat, with immediate observation under a stereomicroscope.

4. Microplastics Integrity Test

Polymers were placed in individualized glass flasks and incubated with 50 mL of 30% H2O2, at 65 °C for 48 h. After digestion, solutions containing the plastic polymers were vacuum filtered using cellulose nitrate filter membranes (pore size 0.45 µM). After 48 h of drying at room temperature, filters were weighed in order to have the final mass and recovery rate of each polymer. Filters were observed under a stereomicroscope to conclude about the polymers’ morphological characteristics after the digestion incubation (Table 5).
Results showed that recovery rates ranged from a minimum of 89.0% (for lycra) to a maximum of 98.2% (for PE-LD), with an average recovery rate for all the polymers of 96.6%, confirming the efficiency of the proposed methodology for the recovering of MPs from seafood samples. At the end of the protocol, only PE-LD polymers (recovery rate of 98.2%) presented differences from their original characteristics, specifically color, which changed from blue to white. Tests with AC showed a recovery rate above 100% (recovery rate of 102%) but, since the initial and final mass values are very similar, it can be explained as the result of an incomplete drying of the filter before the final weighing.

5. Conclusions

The present work allowed for the optimization of an analytical protocol for the extraction of MPs from seafood samples with different levels of fat, with the following considerations:
Pre-treatment of seafood samples in a laboratory oven at 40 °C overnight;
Sample digestion with 30% H2O2 (with a volume capable of covering the entire sample), incubated in a laboratory oven at 65 °C, during 24 to 48 h (the incubation time may vary according to the characteristics of the sample);
Fat post-digestion treatment with manual recovery of the remaining fat, with immediate observation under a stereomicroscope;
Vacuum filtration of the digested sample (without fat) through cellulose nitrate filter membranes. After performing all protocol steps, a Fourier Transform Infrared Spectroscopy (FTIR) analysis, or an equivalent technique, is necessary to identify the polymers of the collected MPs.
The optimized protocol showed high recovery rates and was also efficient in guarantying the integrity of MPs for the majority of plastic polymers tested. Hence, this protocol is suitable to retrieve MPs properly and efficiently from seafood samples with distinct levels of fat, including fresh and canned seafood. The methodology was already successfully applied in several seafood samples (namely fresh sardines, fresh mussels, and a variety of canned samples such as sardine, tuna, mussels, octopus and chub mackerel), allowing the observation and extraction of MPs for all the sampled species (Figure 5).

Author Contributions

Conceptualization, D.M.S., C.M.R.A., F.G., S.M.R., S.R.; methodology, D.M.S., S.M.R.; validation, D.M.S., C.M.R.A., F.G., S.R.; investigation, D.M.S.; resources, D.M.S., C.M.R.A., S.R.; data curation, D.M.S., S.R.; writing-original draft preparation, D.M.S.; writing-review and editing, D.M.S., C.M.R.A., F.G., S.R.; visualization, D.M.S., C.M.R.A., S.R.; supervision, C.M.R.A., F.G., S.R.; project administration, C.M.R.A., S.R.; funding acquisition, C.M.R.A., S.R.; All authors have read and agreed to the published version of the manuscript.

Funding

This study was partially funded by Ocean3R (NORTE-01-0145-FEDER-000064) project, supported by the Norte Portugal Regional Operational Programme (NORTE 2020) under the PORTUGAL 2020 Partnership Agreement and through the European Regional Development Fund (ERDF), and by the Strategic Funding UIDB/04423/2020 and UIDP/04423/2020 through national funds provided by Fundaçao para a Ciencia e Tecnologia (FCT) and ERDF.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Acknowledgments

Authors acknowledge FCT for Ph.D. fellowship to D.M.S. (2020.06088.BD), S.M.R. (SFRH/BD/145736/2019), and a research contract to S.R. (DL57/2016/CP1344/CT0020), and ICBAS – Institute of Biomedical Sciences Abel Salazar – Porto University, Portugal, D.S. PhD Institution.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

Sample Availability

Samples of the digested tissues are available from the authors.

References

  1. Plastics Europe. Plastics–The Facts 2021. In An Analysis of European Plastics Production, Demand and Waste Data; Plastics Europe: Brussels, Belgium, 2019; p. 34. [Google Scholar]
  2. Arthur, C.; Baker, J.; Bamford, H. Proceedings of the International Research Workshop on the Occurrence, Effects and Fate of Microplastic Marine Debris, Tacoma, WA, USA, 9–11 September 2008; NOAA Marine Debris Division: Silver Spring, MD, USA; pp. 9–11.
  3. Botterell, Z.L.R.; Beaumont, N.; Dorrington, T.; Steinke, M.; Thompson, R.C.; Lindeque, P.K. Bioavailability and effects of microplastics on marine zooplankton: A review. Environ. Pollut. 2019, 245, 98–110. [Google Scholar] [CrossRef]
  4. Barboza, L.G.A.; Lopes, C.; Oliveira, P.; Bessa, F.; Otero, V.; Henriques, B.; Raimundo, J.; Caetano, M.; Vale, C.; Guilhermino, L. Microplastics in wild fish from North East Atlantic Ocean and its potential for causing neurotoxic effects, lipid oxidative damage, and human health risks associated with ingestion exposure. Mar. Pollut. Bull. 2020, 717, 134625. [Google Scholar] [CrossRef] [PubMed]
  5. Filgueiras, A.V.; Preciado, I.; Carton, A.; Gago, J. Microplastic ingestion by pelagic and benthic fish and diet composition: A case study in the NW Iberian shelf. Mar. Pollut. Bull. 2020, 160, 111623. [Google Scholar] [CrossRef]
  6. Gong, Y.; Wang, Y.; Chen, L.; Li, Y.; Chen, X.; Liu, B. Microplastics in different tissues of a pelagic squid (Dosidicus gigas) in the northern Humboldt Current ecosystem. Mar. Pollut. Bull. 2021, 169, 112509. [Google Scholar] [CrossRef]
  7. Nalbone, L.; Cincotta, F.; Giarratana, F.; Ziino, G.; Panebianco, A. Microplastics in fresh and processed mussels sampled from fish shops and large retail chains in Italy. Food Control 2021, 125, 108003. [Google Scholar] [CrossRef]
  8. Karami, A.; Golieskardi, A.; Choo, C.K.; Larat, V.; Karbalaei, S.; Salamatinia, B. Microplastic and mesoplastic contamination in canned sardines and sprats. Mar. Pollut. Bull. 2018, 612, 1380–1386. [Google Scholar] [CrossRef] [PubMed]
  9. Akhbarizadeh, R.; Dobaradaran, S.; Nabipour, I.; Tajbakhsh, S.; Darabi, A.H.; Spitz, J. Abundance, composition, and potential intake of microplastics in canned fish. Mar. Pollut. Bull. 2020, 160, 111633. [Google Scholar] [CrossRef]
  10. Hussien, N.A.; Mohammadein, A.; Tantawy, E.M.; Khattab, Y.; Malki, J.S.A. Investigating microplastics and potentially toxic elements contamination in canned Tuna, Salmon, and Sardine fishes from Taif markets, KSA. Open Life Sci. 2021, 16, 827–837. [Google Scholar] [CrossRef]
  11. Masiá, P.; Ardura, A.; Garcia-Vazquez, E. Microplastics in seafood: Relative input of Mytilus galloprovincialis and table salt in mussel dishes. Food Res. Int. 2022, 153, 110973. [Google Scholar] [CrossRef] [PubMed]
  12. Pan, Z.; Liu, Q.; Jiang, R.; Li, W.; Sun, X.; Lin, H.; Jiang, S.; Huang, H. Microplastic pollution and ecological risk assessment in an estuarine environment: The Dongshan Bay of China. Chemosphere 2021, 262, 127876. [Google Scholar] [CrossRef] [PubMed]
  13. Thilsted, S.H.; Thorne-Lyman, A.; Webb, P.; Bogard, J.R.; Subasinghe, R.; Phillips, M.J.; Allison, E.H. Sustaining healthy diets: The role of capture fisheries and aquaculture for improving nutrition in the post-2015 era. Food Policy 2016, 61, 126–131. [Google Scholar] [CrossRef]
  14. Hicks, C.C.; Cohen, P.J.; Graham, N.A.J.; Nash, K.L.; Allison, E.H.; D’Lima, C.; Mills, D.J.; Roscher, M.; Thilsted, S.H.; Thorne-Lyman, A.L.; et al. Harnessing global fisheries to tackle micronutrient deficiencies. Nature 2019, 574, 95–98. [Google Scholar] [CrossRef] [PubMed]
  15. Béné, C.; Barange, M.; Subasinghe, R.; Pinstrup-Andersen, P.; Merino, G.; Hemre, G.I.; Williams, M. Feeding 9 billion by 2050-Putting fish back on the menu. Food Secur. 2015, 7, 261–274. [Google Scholar] [CrossRef]
  16. Naylor, R.L.; Hardy, R.W.; Buschmann, A.H.; Bush, S.R.; Cao, L.; Klinger, D.H.; Little, D.C.; Lubchenco, J.; Shumway, S.E.; Troell, M. A 20-year retrospective review of global aquaculture. Nature 2021, 591, 551–563. [Google Scholar] [CrossRef] [PubMed]
  17. Mazorra-Manzano, M.A.; Ramírez-Suárez, J.C.; Moreno-Hernández, J.M.; Pacheco-Aguilar, R. Seafood proteins. In Proteins in Food Processing, 2nd ed.; Yada, R.Y., Ed.; Woodhead Publishing: Sawston, UK, 2018; pp. 445–475. [Google Scholar]
  18. Tsironi, T.; Houhoula, D.; Taoukis, P. Hurdle technology for fish preservation. Aquac. Fish 2022, 5, 65–71. [Google Scholar] [CrossRef]
  19. Moody, M.W. FISH | Processing. Encyclopedia of Food Sciences and Nutrition, 2nd ed.; Caballero, B., Ed.; Academic Press: Oxford, UK, 2003; pp. 2453–2457. [Google Scholar]
  20. Naseri, M.; Rezaei, M. Lipid Changes during Long-Term Storage of Canned Sprat. J. Aquat. Food Prod. Technol. 2012, 21, 48–58. [Google Scholar] [CrossRef]
  21. Naseri, M.; Rezaei, M.; Moieni, S.; Hosseini, H.; Eskandari, S. Effects of different filling media on the oxidation and lipid quality of canned silver carp (Hypophthalmichthys molitrix). Int. J. Food Sci. Technol. 2011, 46, 1149–1156. [Google Scholar] [CrossRef]
  22. FAO Fisheries and Aquaculture Department. FAO (2021) Aquaculture Regional Reviews; FAO: Rome, Italy, 2021. [Google Scholar]
  23. National Oceanic and Atmospheric Administration. Laboratory Methods for the Analysis of Microplastics in the Marine Environment: Recommendations for Quantifying Synthetic Particles in Waters and Sediments; National Oceanic and Atmospheric Administration: Silver Spring, MD, USA, 2015.
  24. Rodrigues, S.M.; Almeida, C.M.R.; Ramos, S. Adaptation of a laboratory protocol to quantity microplastics contamination in estuarine waters. MethodsX 2019, 6, 740–749. [Google Scholar] [CrossRef]
  25. Rivoira, L.; Castiglioni, M.; Rodrigues, S.M.; Freitas, V.; Bruzzoniti, M.C.; Ramos, S.; Almeida, C.M.R. Microplastic in marine environment: Reworking and optimisation of two analytical protocols for the extraction of microplastics from sediments and oysters. MethodsX 2021, 7, 101116. [Google Scholar] [CrossRef]
  26. Dehaut, A.; Cassone, A.L.; Frere, L.; Hermabessiere, L.; Himber, C.; Rinnert, G.; Rivière, G.; Lambert, C.; Soudant, P.; Huvet, A.; et al. Microplastics in seafood: Benchmark protocol for their extraction and characterization. Environ. Pollut. 2016, 215, 223–233. [Google Scholar] [CrossRef]
  27. Karami, A.; Golieskardi, A.; Choo, C.K.; Romano, N.; Ho, Y.B.; Salamatinia, B. A high-performance protocol for extraction of microplastics in fish. Sci. Total Environ. 2017, 578, 485–494. [Google Scholar] [CrossRef] [PubMed]
  28. Dawson, A.L.; Motti, C.A.; Kroon, F.J. Solving a Sticky Situation: Microplastic Analysis of Lipid-Rich Tissue. Front. Environ. Sci. 2020, 8, 563565. [Google Scholar] [CrossRef]
  29. Díaz-Basantes, M.F.; Nacimba-Aguirre, D.; Conesa, J.A.; Fullana, A. Presence of microplastics in commercial canned tuna. Food Chem. 2022, 385, 132721. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Schematic representation of the different stages of the proposed methodology, with optimization options tested, for MPs extraction from seafood samples with different levels of fat.
Figure 1. Schematic representation of the different stages of the proposed methodology, with optimization options tested, for MPs extraction from seafood samples with different levels of fat.
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Figure 2. Schematic representation of the different tests (A1, A2, B1, B2, C1 and C2) performed for the digestion of seafood samples with different levels of fat.
Figure 2. Schematic representation of the different tests (A1, A2, B1, B2, C1 and C2) performed for the digestion of seafood samples with different levels of fat.
Molecules 27 05172 g002
Figure 3. Schematic representation of the different tests (D, E, F, G and H) performed to dissolve or remove fat from the digested seafood samples.
Figure 3. Schematic representation of the different tests (D, E, F, G and H) performed to dissolve or remove fat from the digested seafood samples.
Molecules 27 05172 g003
Figure 5. Examples of microplastics recovered with the optimized methodology. (A): red fiber from canned chub mackerel; (B): black film from fresh mussel; (C): black fragment from canned sardine; (D): blue film from canned sardine liquid.
Figure 5. Examples of microplastics recovered with the optimized methodology. (A): red fiber from canned chub mackerel; (B): black film from fresh mussel; (C): black fragment from canned sardine; (D): blue film from canned sardine liquid.
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Table 1. General information about the different tests (A1, A2, B1, B2, C1 and C2) performed for the digestion of seafood samples with different levels of fat.
Table 1. General information about the different tests (A1, A2, B1, B2, C1 and C2) performed for the digestion of seafood samples with different levels of fat.
TestSample
Pre-Treatment
SolutionVolume 1
(mL)
Duration (Hours)Temperature (°C)Sample 2
A1-10% KOH50–707240Fresh low-fat fish (muscle, GIT and gills)
A2-10% KOH50–707265
B1-30% H2O250–707240Fresh low-fat fish (muscle, GIT and gills)
B2-30% H2O250–707265
C1-30% H2O250–704865Fresh high-fat fish (muscle, GIT and gills); canned fish, canned mollusc, canned oil,
canned sauce
C2Overnight 40 °C30% H2O250–704865
1 Volume defined as the minimum quantity (in mL) capable of covering the entire sample to be digested. 2 Fresh low-fat fish samples (dorsal muscle, GIT and gills) obtained from Trisopterus luscus and Dicentrarchus labrax. Fresh high-fat fish samples (dorsal muscle, GIT and gills) obtained from Sardina pilchardus. Canned samples from tuna, sardine, octopus and mussels, immersed in sunflower oil, tomato sauce and “escabeche” sauce.
Table 2. General information about the different tests (D, E, F, G and H) performed to dissolve or remove fat from the digested samples.
Table 2. General information about the different tests (D, E, F, G and H) performed to dissolve or remove fat from the digested samples.
TestFat TreatmentVolumeSample
DTriton® X-1002% of sample volume Fresh high-fat fish (muscle and GIT); canned oil, canned sauce
ETWEEN® 802% of sample volumeFresh high-fat fish (muscle and GIT); canned oil, canned sauce
FCommercial dish detergent2% of sample volumeFresh high-fat fish (muscle and GIT); canned oil, canned sauce
G96% EtOHSame as sample volume (1:1 v/v)Fresh high-fat fish (muscle and GIT); canned oil, canned sauce
HRemoved manually-Fresh high-fat fish muscle and GIT; canned oil, canned sauce
Table 4. Fat removal rate (%) of samples from each test, and specific notes.
Table 4. Fat removal rate (%) of samples from each test, and specific notes.
TestSampleFat Removal Rate (%)Notes
DFresh high-fat fish muscle (n = 2)50Incomplete fat dissolution with formation of bubbles; difficult visualization
Fresh high-fat fish GIT (n = 2)50
Canned oil (n = 1)25
Canned sauce (n = 1)25
EFresh high-fat fish muscle (n = 2)50Incomplete fat dissolution with formation of bubbles; difficult visualization
Fresh high-fat fish GIT (n = 2)50
Canned oil (n = 1)25
Canned sauce (n = 1)25
FFresh high-fat fish muscle (n = 2)50Incomplete fat dissolution with formation of foam and bubbles; impossible visualization
Fresh high-fat fish GIT (n = 2)50
Canned oil (n = 1)25
Canned sauce (n = 1)25
GFresh high-fat fish muscle (n = 2)75Incomplete fat dissolution; slow subsequent filtration
Fresh high-fat fish GIT (n = 2)75
Canned oil (n = 1)25Incomplete fat dissolution; impossible subsequent filtration
Canned sauce (n = 1)25
HFresh high-fat fish muscle (n = 2)100Complete fat removal
Fresh high-fat fish GIT (n = 2)100
Canned oil (n = 1)100
Canned sauce (n = 1)100
Table 5. Information about MPs polymers used in the integrity test. Recovery rate (%) = (Initial mass/final mass) * 100.
Table 5. Information about MPs polymers used in the integrity test. Recovery rate (%) = (Initial mass/final mass) * 100.
MPs PolymerInitial Mass (g)Final Mass (g)Recovery Rate (%)Observations
PE-LD0.002170.0021398.2Color changed
PET0.002320.0022596.9Without changes
PE0.002030.0019597.5Without changes
AC0.002000.00204102.0Without changes
PS0.002200.0021195.9Without changes
Lycra0.002000.0017889.0Without changes
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Silva, D.M.; Almeida, C.M.R.; Guardiola, F.; Rodrigues, S.M.; Ramos, S. Optimization of an Analytical Protocol for the Extraction of Microplastics from Seafood Samples with Different Levels of Fat. Molecules 2022, 27, 5172. https://doi.org/10.3390/molecules27165172

AMA Style

Silva DM, Almeida CMR, Guardiola F, Rodrigues SM, Ramos S. Optimization of an Analytical Protocol for the Extraction of Microplastics from Seafood Samples with Different Levels of Fat. Molecules. 2022; 27(16):5172. https://doi.org/10.3390/molecules27165172

Chicago/Turabian Style

Silva, Diogo M., C. Marisa R. Almeida, Francisco Guardiola, Sabrina M. Rodrigues, and Sandra Ramos. 2022. "Optimization of an Analytical Protocol for the Extraction of Microplastics from Seafood Samples with Different Levels of Fat" Molecules 27, no. 16: 5172. https://doi.org/10.3390/molecules27165172

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