Abstract
The aim of this research was the replacement of conventional sample extraction techniques for polycyclic aromatic hydrocarbons (PAH) in tissue samples for a reliable, fast and eco-friendly procedure. The method was developed using a pressurized solvent extraction method and assessing two different standard reference materials (fish and mussel) and freeze-dried and fortified sardine samples (Sardinella sp.). Five different extraction procedures were evaluated and the best performance comprised 1 g of lyophilized tissue, 5 g of deactivated (5%) silica, a dichloromethane:methanol (4:1 v/v) mixture, a temperature of 80 °C, three cycles, 10 min of static time and 90 s of purge time. The method selected following these tests was further validated through the analysis of nine replicates of the National Institute of Standard and Technology (NIST) reference material No. 2976, resulting in an effective recovery of 83 ± 14%. The means and uncertainties attained for each PAH were equivalent to those of the reference material, corroborating the reliability of the developed method. A shorter processing time, less use of solvents and reagents and lower extract manipulation produced an effective method aligned with green-chemistry guidelines.
Keywords:
PAH analysis; tissue samples; method development; accelerated solvent extraction; green chemistry
Introduction
The production and final disposal of anthropogenic waste in aquatic systems have increased in the last decades.11 Panseri, S.; Chiesa, L.; Ghisleni, G.; Marano, G.; Boracchi, P.; Ranghieri, V.; Malandra, R. M.; Roccabianca, P.; Tecilla, M.; Food Addit. Contam., Part A 2019, 36, 601. The myriad of contaminants contained in these effluents are one of the major drivers of ocean pollution, causing loss of biodiversity and decreasing their capacity to provide ecological services, among other effects, which ultimately endanger human health.22 Ruddiman, W. F.; Annu. Rev. Earth Planet. Sci. 2013, 41, 45.,33 Landrigan, P. J.; Fuller, R.; Acosta, N. J. R.; Adeyi, O.; Arnold, R.; Basu, N.; Baldé, A. B.; Bertollini, R.; Bose-O’Reilly, S.; Boufford, J. I.; Breysse, P. N.; Chiles, T.; Mahidol, C.; Coll-Seck, A. M.; Cropper, M. L.; Fobil, J.; Fuster, V.; Greenstone, M.; Haines, A.; Hanrahan, D.; Hunter, D.; Khare, M.; Krupnick, A.; Lanphear, B.; Lohani, B.; Martin, K.; Mathiasen, K. V.; McTeer, M. A.; Murray, C. J. L.; Ndahimananjara, J. D.; Perera, F.; Potočnik, J.; Preker, A. S.; Ramesh, J.; Rockström, J.; Salinas, C.; Samson, L. D.; Sandilya, K.; Sly, P. D.; Smith, K. R.; Steiner, A.; Stewart, R. B.; Suk, W. A.; van Schayck, O. C. P.; Yadama, G. N.; Yumkella, K.; Zhong, M.; Lancet 2018, 391, 462. Polycyclic aromatic hydrocarbons (PAHs), a group of more than one hundred compounds with at least two fused and thermodynamically stable aromatic rings, are of particular environmental concern, as they are toxic, persistent and ubiquitous in aquatic systems.44 Ramalhosa, M. J.; Paíga, P.; Morais, S.; Ramos, S.; Delerue-Matos, C.; Oliveira, M. B. P. P.; Food Chem. Toxicol. 2012, 50, 162. PAHs are derived from the incomplete combustion of organic materials and fossil fuel or from direct petroleum inputs55 Takeuchi, I.; Miyoshi, N.; Mizukawa, K.; Takada, H.; Ikemoto, T.; Omori, K.; Tsuchiya, K.; Mar. Pollut. Bull. 2009, 58, 663. and may bioaccumulate throughout the trophic chain, causing adverse biological effects.66 Loomis, D.; Guyton, K.; Grosse, Y.; El Ghissasi, F.; Bouvard, V.; Benbrahim-Tallaa, L.; Guha, N.; Mattock, H.; Straif, K.; Lancet Oncol. 2015, 16, 891.
7 Wang, X.; Celander, M. C.; Yin, X.; Zhang, Z.; Chen, Y.; Xu, H.; Yu, X.; Xu, K.; Zhang, X.; Kanchanopas-Barnette, P.; Mar. Pollut. Bull. 2019, 294.-88 Zelinkova, Z.; Wenzl, T.; Polycyclic Aromat. Compd. 2014, 35, 248. PAHs exposure is known to display the potential to cause tumors, fertility problems and birth defects,99 Agency for Toxic Substances and Disease Registry (ATSDR); Toxicological Profile for Polycyclic Aromatic Hydrocarbons; U.S. Department of Health and Human Services, Public Health Service: Atlanta, GA, 1995, available at https://www.atsdr.cdc.gov/toxprofiles/tp69.pdf accessed in July 2021.
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,1010 Environmental Protection Agency (EPA); Emergency Planning and Community Right-to-Know Act-Section 313; Guidance for Reporting Toxic Chemicals: Polycyclic Aromatic Compounds Category; Office of Environmental Information: Washington, DC, 2001, available at https://www.epa.gov/sites/default/files/documents/2001pacs.pdf accessed in July 2021.
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among other outcomes.
Validated data on PAHs and other organic contaminants in environmental matrices, such as water, sediments, atmosphere and biota, are a requirement for fate or exposure assessments concerning (organic) micropollutants in aquatic systems.1111 Schwarzenbach, R. P.; Escher, B. I.; Fenner, K.; Hofstetter, T. B.; Johnson, C. A.; Von Gunten, U.; Wehrli, B.; Science 2006, 313, 1072. Particularly, PAH analyses in animal tissues (i.e., flesh, liver, blubber) is challenging due to matrix complexity (e.g., high fat contents) and the low limits of detection and quantification required to detect toxic chemicals at ng g-1 (wet weight) levels.1212 Zelinkova, Z.; Wenzl, T.; Polycyclic Aromat. Compd. 2015, 35, 248. The effort, however, is worthy, since consistent environmental assessments may reveal chemical exposure patterns and indicate compound biomagnification/bioaccumulation potentials, as well as exposure and health risks to humans through fish consumption.11 Panseri, S.; Chiesa, L.; Ghisleni, G.; Marano, G.; Boracchi, P.; Ranghieri, V.; Malandra, R. M.; Roccabianca, P.; Tecilla, M.; Food Addit. Contam., Part A 2019, 36, 601.,1313 Van der Oost, R.; Beyer, J.; Vermeulen, N. P. E.; Environ. Toxicol. Pharmacol. 2003, 13, 57.,1414 Storelli, M. M.; Barone, G.; Perrone, V. G.; Storelli, A.; J. Food Compos. Anal. 2013, 31, 115.
Despite the wide range of methods available for determining organic substances in tissues, the efficiency of lipid removal remains the most critical step.1212 Zelinkova, Z.; Wenzl, T.; Polycyclic Aromat. Compd. 2015, 35, 248.,1515 Lourencetti, C.; Ricci, M.; J. Chromatogr. A 2020, 1619, 460944.,1616 Mashroofeh, A.; Bakhtiari, A. R.; Pourkazemi, M.; Chemosphere 2015, 120, 575. A sample clean-up is applied in order to remove analytical interferences and increase method sensibility, while also reducing instrument maintenance, enhancing chromatographic system performance.1717 Tölgyessy, P.; Miháliková, Z.; Matulová, M.; Chromatographia 2016, 79, 1561.,1818 Subedi, B.; Aguilar, L.; Robinson, E. M.; Hageman, K. J.; Björklund, E.; Sheesley, R. J.; Usenko, S.; TrAC, Trends Anal. Chem. 2015, 68, 119. Traditional procedures require extract manipulation and high amounts of solvents, making them expensive and time-consuming. In addition to being somewhat expensive, the various steps increase the possibility of losses and contamination, requiring alternatives to reduce sample manipulation.1919 Sloan, C.; Brown, D.; Pearce, R.; Boyer, R.; Bolton, J.; Burrows, D.; Herman, D.; Krahn, M. In Techniques in Aquatic Toxicology, vol. 2; CRC Press: Boca Raton, USA, 2005. Among applied lipid removal methods, such as gel permeation chromatography (GPC),2020 Wu, J. J.; Mak, Y. L.; Murphy, M. B.; Lam, J. C. W.; Chan, W. H.; Wang, M.; Chan, L. L.; Lam, P. K. S.; Anal. Bioanal. Chem. 2011, 400, 3165.
21 Zhao, Z.; Zhang, L.; Cai, Y.; Chen, Y.; Ecotoxicol. Environ. Saf. 2014, 104, 323.-2222 Liguori, L.; Heggstad, K.; Hove, H. T.; Julshamn, K.; Anal. Chim. Acta 2006, 573-574, 181. solid phase extraction (SPE)2323 Hong, J.; Kim, H.-Y.; Kim, D.-G.; Seo, J.; Kim, K.-J.; J. Chromatogr. A 2004, 1038, 27.
24 Sapozhnikova, Y.; Lehotay, S. J.; Anal. Chim. Acta 2013, 758, 80.-2525 Sun, H.; Ge, X.; Lv, Y.; Wang, A.; J. Chromatogr. A 2012, 1237, 1. and alumina columns,1515 Lourencetti, C.; Ricci, M.; J. Chromatogr. A 2020, 1619, 460944.,2121 Zhao, Z.; Zhang, L.; Cai, Y.; Chen, Y.; Ecotoxicol. Environ. Saf. 2014, 104, 323. the accelerated solvent extraction (ASE) method emerges as an advantageous alternative,2626 Cioca, A. A.; Heemken, O.; Mihaiu, M.; Bull. Univ. Agric. Sci. Vet. Med. Cluj-Napoca, Vet. Med. 2017, 74, 55.
27 Richter, B. E.; Jones, B. A.; Ezzell, J. L.; Porter, N. L.; Avdalovic, N.; Pohl, C.; Anal. Chem. 1996, 68, 1033.-2828 Choi, M.; Lee, I. S.; Jung, R. H.; Food Chem. 2016, 205, 1. especially when coupled to in-cell purification procedures.2828 Choi, M.; Lee, I. S.; Jung, R. H.; Food Chem. 2016, 205, 1.
29 Pintado-Herrera, M. G.; González-Mazo, E.; Lara-Martín, P. A.; J. Chromatogr. A 2016, 1429, 107.
30 Vazquez-Roig, P.; Picó, Y.; TrAC, Trends Anal. Chem. 2015, 71, 55.
31 Andreu, V.; Picó, Y.; TrAC, Trends Anal. Chem. 2019, 118, 709.-3232 Abou-Elwafa Abdallah, M.; Drage, D.; Harrad, S.; Environ. Sci.: Processes Impacts 2013, 15, 2279.
The drawbacks of traditional extraction and clean-up procedures have stimulated the development of simple, automated, faster, cost-effective and environmental-friendly protocols in the last decades.2626 Cioca, A. A.; Heemken, O.; Mihaiu, M.; Bull. Univ. Agric. Sci. Vet. Med. Cluj-Napoca, Vet. Med. 2017, 74, 55.,3333 de Koning, S.; Janssen, H. G.; Brinkman, U. A. T.; Chromatographia 2009, 69, 33.
34 Dodds, E. D.; McCoy, M. R.; Geldenhuys, A.; Rea, L. D.; Kennish, J. M.; J. Am. Oil Chem. Soc. 2004, 81, 835.-3535 Nording, M.; Nichkova, M.; Spinnel, E.; Persson, Y.; Gee, S. J.; Hammock, B. D.; Haglund, P. In Analytical and Bioanalytical Chemistry, vol. 385; Springer: Berlin, Germany, 2006. Among others, pressurized liquid extraction, or accelerated solvent extraction (ASE), is a fast low solvent consumption method for solid sample organic compound extraction,2727 Richter, B. E.; Jones, B. A.; Ezzell, J. L.; Porter, N. L.; Avdalovic, N.; Pohl, C.; Anal. Chem. 1996, 68, 1033. which has become a popular green extraction technique for various classes of organic contaminants from different kinds of samples.2525 Sun, H.; Ge, X.; Lv, Y.; Wang, A.; J. Chromatogr. A 2012, 1237, 1. A major additional advantage of the pressurized liquid extraction method applied to biological tissues is the possibility to include a sorbent within the sealed stainless-steel cell used to extract the sample, aiming at lipid retention. This “in-cell purification” technique has been proven efficient in minimizing post-extraction clean-up steps, resulting in a single step pressured extraction combined with in-cell purification for organic compound extraction and clean-up.3030 Vazquez-Roig, P.; Picó, Y.; TrAC, Trends Anal. Chem. 2015, 71, 55.,3131 Andreu, V.; Picó, Y.; TrAC, Trends Anal. Chem. 2019, 118, 709.,3636 Guo, J.; Li, Z.; Sandy, A. L.; Li, A.; J. Chromatogr. A 2014, 1370, 1.
Herein, a PAH analysis method from biological tissues based on ASE extraction and in-cell purification and optimized using two standard reference materials (fish and mussel) and fortified fish muscle (Sardinella sp.) samples is presented. In addition to complying with the basic requisites of green chemistry, namely decreased use of chemicals and hazardous residue production, the aim of this study is to provide an efficient and fast method to attend the demands for fish and shellfish PAH contamination data in emergency situations after oil spills. These data are required for decision-making regarding fisheries interruptions and seafood safety implications.3737 Farrington, J. W.; Mar. Pollut. Bull. 2020, 150, 110744.
38 Gohlke, J. M.; Doke, D.; Tipre, M.; Leader, M.; Fitzgerald, T.; Environ. Health Perspect. 2011, 119, 1062.-3939 Yender, R.; Michel, J. M.; Lord, C.; Managing Seafood Safety after an Oil Spill; Hazardous Materials Response Division, Office of Response and Restoration, National Oceanic and Atmospheric Administration: Seattle, 2002, available at https://www.irrd.org/wp-content/uploads/2019/10/NOAA-2002Nov-managing-seafood-safety-oil-spill.pdf accessed in July 2021.
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Experimental
Standards and chemicals
PAH extraction recoveries from marine organism tissues were evaluated through the use of two different standard reference materials, National Institute of Standard and Technology (NIST) No. 2976 (trace elements and methylmercury in mussel tissue) and the International Atomic Energy Agency (IAEA) No. 435 (organochlorine compounds and petroleum hydrocarbons in tuna homogenate), and fortified freeze-dried sardine muscle (Sardinella sp.) samples. The sardine samples were dried to comply with the reference standard material, available as moisture-free samples.
All organic solvents used herein, methanol (CAS No 67-56-1), dichloromethane (CAS-No 75-09-2) and n-hexane (CAS-No 110-54-3), were gradient grade for liquid chromatography and provided by Merck (Darmstadt, Germany). The PAH standard, surrogate and internal standard were obtained from Accustandard® (New Haven, USA), as follows: PAH mix (Quebec Ministry of Environmental) H-QME-01, Z-014J Internal Standard and M-8270-SS surrogate. Sorbent materials used in in-cell extraction comprised silica gel 60 (0.063-0.200 mm) for column chromatography (CAS-No 112926-00-8; Supelco, Saint Louis, USA) and aluminum oxide 90 active neutral for column chromatography (CAS-No 1344-28-1; Supelco, Saint Louis, USA), both acquired from Merck (Rio de Janeiro, Brazil). Metallic copper (CAS-No 12069-69-1) were acquired from Vetec (Rio de Janeiro, Brazil) and sodium sulfate (CAS-No 7757-82-6) from Sigma-Aldrich (Saint Louis, USA).
Tissue extraction
Different tissue aliquots (0.5, 1.0, 1.5 and 2.0 g) were extracted by pressurized liquid extraction4040 EPA Method 3545A (SW-846): Pressurized Fluid Extraction (PFE); U.S. EPA: Washington DC, 2007, available at https://www.epa.gov/esam/method-3545a-sw-846-pressurized-fluid-extraction-pfe accessed in July 2021.
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using an ASE 300 accelerated solvent extractor system (Thermo Scientific, Bremen, Germany) system under varying pressure (1000 to 2000 psi) and temperature (from 80 to 150 °C) conditions. Different n-hexane, dichloromethane and methanol solvent mixtures were also used. In addition, the type and amount of sorbent was also tested, with deactivated silica (5% m/m) and alumina (2% m/m) tested alone or in combination at different ratios. All cells volume were completed with diatomaceous earth. Blanks were analyzed in each sample batch (six samples) to demonstrate that no contamination that would affect the standard and sample analyses concerning the analytes of interest was present. A summary of the extraction procedure is presented in Figure 1.
The number of extraction cycles is another important parameter and several authors4141 Gómez-Ariza, J. L.; Bujalance, M.; Giráldez, I.; Velasco, A.; Morales, E.; J. Chromatogr. A 2002, 946, 209.
42 Rodrigues, E. T.; Pardal, M. Â.; Salgueiro-González, N.; Muniategui-Lorenzo, S.; Alpendurada, M. F.; J. Chromatogr. A 2016, 1452, 10.-4343 Zhang, Q.; Liu, Y.; Han, G.; Liang, T.; Okoli, C. P.; Anal. Methods 2019, 11, 1483. have reported that most contaminants are extracted during the first extraction. The yield of sequential cycles is much lower but, often, not negligible, and may increase the final recovery of each analyte.4444 Subedi, B.; Usenko, S.; J. Chromatogr. A 2012, 1238, 30.,4545 Pinto, M. I.; Micaelo, C.; Vale, C.; Sontag, G.; Noronha, J. P.; Arch. Environ. Contam. Toxicol. 2014, 67, 547. In order to ensure the best recovery, two and three cycles were tested.
The extracted hydrocarbons were eluted through a glass column (1.3 cm inner diameter (i.d.) and 30 cm height) packed with metallic copper, anhydrous Na2SO4, deactivated alumina (7 g, 2% m/m) and silica (10 g, 5% m/m). The aromatic fractions were eluted using 75 mL of a dichloromethane:hexane (1:1) solution, collected after aliphatic fraction elution (50 mL n-hexane). The aromatic extracts were then concentrated to 1 mL under a gentle N2 flow and internal standards (100 ng) were added to the samples prior to gas chromatography-mass spectrometry (GC-MS) injections.
Instrumental
PAHs quantifications were performed by gas chromatography (Thermo Trace-GC; Bremen, Germany) coupled to mass spectrometry (Thermo ITQ 900; Bremen, Germany), based on the United States Environmental Protection Agency (US-EPA) method.4646 EPA Method 8270D: Semivolatile Organic Compounds by Gas Chromatography/Mass Spectrometry (GC/MS); U.S. EPA: Washington DC, 2007, available at https://archive.epa.gov/epa/sites/production/files/2015-12/documents/8270d.pdf accessed in July 2021.
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Briefly, 1 µL of each extract was injected in a gas chromatography system equipped with a DB-5MS column (30 m × 0.25 mm × 0.25 µm) at a constant flow rate (He, 1.2 mL min-1) submitted to the following temperature program: 50 °C for 5 min; 50 °C min-1 to 80 °C; 6 °C min1 at 280 °C for 20 min, and 12 °C min-1 at 305 °C for 10 min. The ion trap mass spectrometer system operated in full scan mode (50-550 m/z).
A calibration curve based on internal standard addition (100 ng) and at ten concentration levels (1, 2, 5, 10, 20, 50, 100, 200, 400 and 1000 ng mL-1) of 16 priority PAHs as established by the US-EPA plus dibenzothiophene, benzo[e]pyrene and perylene, was prepared. All curves with a Pearson’s correlation coefficient (R2) > 0.99 or higher were accepted and the homoscedasticity of the residuals from the method of least squares used in the calibration linear model was confirmed by the Cochran statistical test. Deuterated naphthalene-d8, acenaphenene-d10, phenanthrene-d10, chrysene-d12 and perylene-d12 were used as internal standards. The compound p-terphenyl-d14 was used as the surrogate standard. In addition, the limit of detection (LOD) was calculated based on the standard deviation of the response (Sy) of the curve and slope of the calibration curve (S) at levels approximating the LOD according to the formula: LOD = 3.3 (Sy/S), whereas the limit of quantification (LOQ) was conservatively determined based on the average mass of sample extracted and the concentration of the lowest point in the analytical curve.
Results and Discussion
Initial tests indicated no significant differences concerning pressure. Thus, this parameter was maintained at 1500 psi throughout subsequent tests. This intermediate pressure was chosen as other authors have reported that 2000 psi results in darker extracts with broad chromatogram peaks due to co-extraction with other matrix components.2525 Sun, H.; Ge, X.; Lv, Y.; Wang, A.; J. Chromatogr. A 2012, 1237, 1.,4747 Reindl, S.; Höfler, F.; Anal. Chem. 1994, 66, 1808. High pressure is applied to maintain the solvent in a liquid state far above the boiling point, with temperature comprising of the most important ASE parameters2929 Pintado-Herrera, M. G.; González-Mazo, E.; Lara-Martín, P. A.; J. Chromatogr. A 2016, 1429, 107. since it increases diffusion rates and solubilization capacity. Lastly, solvent proprieties at extraction temperature and pressure should match those of the target compounds in order to achieve efficiency.
After initial tests the main experiments were condensed to five auspicious methods to adjust extracted mass, solvent polarity, sorbent material and temperature (Table 1). Despite high temperature being a relevant factor for extraction efficiency,4848 Brockmeyer, B.; Kraus, U. R.; Theobald, N.; Environ. Sci. Pollut. Res. 2015, 22, 19887. elevated values (≥ 150 ºC) were inefficient in recovering low molecular weight (LMW) PAHs (≤ 40%). Therefore, this parameter was further tested at a lower range (80-125 ºC).
Adjusted method parameters for accelerated solvent extraction of marine organism tissue samples
The results were evaluated based on compounds present in all tested matrices. Temperatures over 80 ºC led to lesser recoveries of LMW compounds (Figure 2). Mean recoveries of LMW PAHs (2-3 rings) ranged from 12 to 31% in test A, 19 to 58% in test B and 55-59% in test C. On the other hand, LMW PAHs in tests D and E ranged from 60 to 76% and from 57 to 77%, respectively, directly related to extraction temperature.
Tests D and E exhibited high average recovery performances for both low to high molecular weight compounds. They also presented lower standard variations among replicates, as evidenced by the calculated relative standard deviation. The results of the preliminary tests reported herein indicate that the fourth test (D), was the most promising. Results for tests D and E were similar, with high recoveries and extract purification. The choice of test D is due to greater extracted masses and, therefore, less analytical bias due to sample size, as well as the potential to lower limits of quantification.
Solvent selection was the crucial first step for the development of the ASE protocols.4949 Chen, W.; Liu, Y.; Song, L.; Sommerfeld, M.; Hu, Q.; Algal Res. 2020, 51, 102080. Some authors5050 Björklund, E.; Nilsson, T.; Bøwadt, S.; TrAC, Trends Anal. Chem. 2000, 19, 434.,5151 Saim, N.; Dean, J. R.; Abdullah, P. M.; Zakaria, Z.; Anal. Chem. 1998, 70, 420. have been reported the use of high-polar solvents, and that non-polar solvents can lead to lower efficiencies. This method was developed using free water samples to ensure repeatability, since water content in samples varies widely and, consequently, so does the effectively extracted tissue mass. Risks to human health due to the ingestion of contaminated food considers many variables, including fish consumption rates.1010 Environmental Protection Agency (EPA); Emergency Planning and Community Right-to-Know Act-Section 313; Guidance for Reporting Toxic Chemicals: Polycyclic Aromatic Compounds Category; Office of Environmental Information: Washington, DC, 2001, available at https://www.epa.gov/sites/default/files/documents/2001pacs.pdf accessed in July 2021.
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,4242 Rodrigues, E. T.; Pardal, M. Â.; Salgueiro-González, N.; Muniategui-Lorenzo, S.; Alpendurada, M. F.; J. Chromatogr. A 2016, 1452, 10. Since these rates are calculated regarding the food item as it is consumed, moist, wet weight should be determined before or following the freeze-drying process or following sodium sulfate sample treatment before extraction.
Mean relative recoveries and standard deviations (%, above the bars) of selected PAHs (see Table 2 for compound names), and relative standard deviations (square brackets below the bars) in all performed tests.
Based on the attained results presented in Table 1, nine NIST SRM 2976 samples were extracted through D test parameter for method validation. Figure 3 shows a typical GC-MS selected ion monitoring chromatogram obtained in the NIST analysis. This standard reference material was chosen because it has the highest lipid content, and is the most complex matrix available. Another important issue for choosing certified material over fortified samples is the reproducibility of real sample extraction. In the incremental (spike) tests, PAHs are added to the tissue samples and extracted from the tested matrix, instead of being incorporated into matrix, as in reference materials.
Example of a chromatogram obtained by GC-MS selected ion monitoring analysis of the certified reference material (NIST 2976), showing the deuterated internal standards added (see text for details).
The proposed procedure accurately extracted PAHs from a wide concentration PAH range (1.9-225 ng g-1) and recoveries, applied to assess method performance when investigating a particular material,5252 International Atomic Energy Agency (IAEA); Development and Use of Reference Materials and Quality Control Materials; IAEA: Viena, Austria, 2003, available at https://www-pub.iaea.org/MTCD/Publications/PDF/te_1350_web.pdf accessed in July 2021.
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presented excellent values (Figure 4). The mean recovery range of the SRM extracted by the developed method ranged from 69 ± 17% (naphthalene) to 102 ± 16% (benzo[e]pyrene), proving its efficiency. The mean and standard deviation considering all PAHs was of 83 ± 14%. The lower recovery and high relative deviation for naphthalene compared to the other determined PAHs can be attributed to its vapor pressure (8.64 Pa at 20 °C) and consequent evaporation losses. However, despite losses through the analytical process, naphthalene still attained good recovery, within the range of the other PAHs ASE assessments, for example, 66-101% reported by Brockmeyer et al.,4848 Brockmeyer, B.; Kraus, U. R.; Theobald, N.; Environ. Sci. Pollut. Res. 2015, 22, 19887. and 53-93% by Wang et al.5353 Wang, G.; Lee, A. S.; Lewis, M.; Kamath, B.; Archer, R. K.; J. Agric. Food Chem. 1999, 47, 1062.
In addition to good recoveries values, mean and uncertainty values were also compared to reference material uncertainties. The certified NIST value is an unweighted mean of the results from two or three analytical methods and the listed uncertainty is an expanded uncertainty of the mean.5454 Taylor, B. N.; Kuyatt, C. E.; NIST Technical Note 1297 Guidelines for Evaluating and Expressing the Uncertainty of NIST Measurement Results; National Institute of Standards and Technology: Gaithersburg, MD, 1994, available at http://emtoolbox.nist.gov/Publications/NISTTechnicalNote1297s.pdf accessed in July 2021.
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Reference values listed for NIST are the means of results applying one analytical technique, and the expanded uncertainty (U) is calculated as U = kuc, where uc is one standard deviation of the analyte mean, and k is a coverage factor. The estimated standard uncertainty of the mean, uxi, is calculated by dividing the standard deviation (s) by the square root of the number of observations,5555 Stant, L. T.; Aaen, P. H.; Ridler, N. M.; J. Int. Meas. Confed. 2016, 94, 847.,5656 Joint Committee for Guides in Metrology; Evaluation of Measurement Data Guide to the Expression of Uncertainty in Measurement, 2008, available at https://ncc.nesdis.noaa.gov/documents/documentation/JCGM_100_2008_E.pdf accessed in July 2021.
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herein further expanded by the t-value at a 95% confidence level.
Individual (a) and global (b) PAHs recovery means and standard deviations from nine NIST SRM replicates extracted through the established D method parameters (see Table 2 for compound names).
Means (x) and uncertainties (u) for the standard reference material, developed method and normalized error
Mean and uncertainty evaluations were performed through normalized errors (Table 2), where error values lower than 1 are considered conforming or passing, and outside of this value (≥ 1), nonconforming or failing. All values for the normalize errors in this research were within acceptable ranges. In addition, the calculated limits of detection (LOD) and of quantification (LOQ) obtained by the proposed method, respectively 0.02-0.04 ng g-1 and 0.40 ng g-1 for the PAH compounds included in Table 2, are well below thresholds of biota contamination and thus suitable for PAHs body burden evaluation.
Conclusions
The extraction parameters of the proposed method ensure maximum extraction efficiency, reducing extract manipulation and avoiding further purification procedures, such as gel permeation chromatography (GPC). The extraction method parameters defined throughout this research are as follows: 1 g of freeze-dried tissue, 5 g of deactivated silica (5%), a dichloromethane:methanol solution (4:1 v/v), a temperature of 80 °C, three cycles, 10 min of static time, and 90 s of purge time. Time and reagent consumption in the developed method are about 50% less compared to traditional methods, such as Soxhlet extraction coupled to GPC purification,5757 Itoh, N.; Numata, M.; Aoyagi, Y.; Yarita, T.; Anal. Chim. Acta 2008, 612, 44.,5858 Jánská, M.; Tomaniová, M.; Hajšlová, J.; Kocourek, V.; Anal. Chim. Acta 2004, 520, 93. emphasizing the importance of this study from a green chemistry perspective.
Acknowledgments
This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Brazil (CAPES) - Finance Code 001. The authors are grateful for the financial support received in carrying out this research provided through a compensatory measure established by the Chevron Conduct Adjustment Term, conducted by the Brazilian Federal Public Ministry (MPF/RJ) and implemented through the Brazilian Fund for Biodiversity (Funbio). RSC is a research fellow from CNPq (proc. No. 309347/2017-3) and Cientista do Nosso Estado FAPERJ (proc. No. E-26/203.066/2017). The authors also thank the comments provided by three anonymous reviewers, which improved the quality of the manuscript.
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Publication Dates
-
Publication in this collection
26 Nov 2021 -
Date of issue
Dec 2021
History
-
Received
20 Apr 2021 -
Accepted
28 July 2021