Skip to main content

Optimization and comparison of several extraction methods for determining perfluoroalkyl substances in abiotic environmental solid matrices using liquid chromatography-mass spectrometry

Abstract

In this study, four extraction methods of perfluoroalkyl substances (PFASs) in soils and sediments were validated and compared in order to select the one that provides the best recoveries and the highest sensitivity. The determination of PFASs was carried out by liquid chromatography-tandem mass spectrometry. The extraction methods compared were based on (i) an aqueous solution of acetic acid and methanol (recoveries 44–125 %, relative standard deviation (RSD) <25 %), (ii) methanol (34–109 %, <25 %), (iii) sodium hydroxide digestion (24–178 %, <49 %), and (iv) ion pair (35–179 %, <31 %). The best results were obtained with methanol extraction, which recovered a greater number of PFASs and provided values between 45–103 % in sediment and 34–109 % in soil with RSDs <25 % and limits of quantification (LOQs) between 0.02–0.31 and 0.01–6.00 ng g−1, respectively. The selected method was successfully applied to Segura River sediments and soil samples taken near the Turia River. This study demonstrates the presence of PFASs in the studied rivers of the Valencian Community (0.07–14.91 ng g−1 in Segura River sediments; 0.02–64.04 ng g−1 in Turia River soils).

Selected matrices and extraction methods for determination of perfluoroalkyl substances

This is a preview of subscription content, access via your institution.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

References

  1. Onghena M, Moliner-Martinez Y, Picó Y, Campíns-Falcó P, Barceló D (2012) Analysis of 18 perfluorinated compounds in river waters: comparison of high performance liquid chromatography–tandem mass spectrometry, ultra-high-performance liquid chromatography–tandem mass spectrometry and capillary liquid chromatography–mass spectrometry. Journal of Chromatography A 1244:88–97. doi:10.1016/j.chroma.2012.04.056

    Article  CAS  Google Scholar 

  2. Buck RC, Franklin J, Berger U, Conder JM, Cousins IT, de Voogt P, Astrup Jensen A, Kannan K, Mabury SA, van Leeuwen SPJ (2011) Perfluoroalkyl and polyfluoroalkyl substances in the environment: terminology, classification, and origins. Integrated Environmental Assessment and Management 7(4):513–541. doi:10.1002/ieam.258

    Article  CAS  Google Scholar 

  3. Rahman MF, Peldszus S, Anderson WB (2014) Behaviour and fate of perfluoroalkyl and polyfluoroalkyl substances (PFASs) in drinking water treatment: a review. Water Research 50:318–340. doi:10.1016/j.watres.2013.10.045

    Article  CAS  Google Scholar 

  4. Campo J, Masiá A, Picó Y, Farré M, Barceló D (2014) Distribution and fate of perfluoroalkyl substances in Mediterranean Spanish sewage treatment plants. Science of The Total Environment 472:912–922. doi:10.1016/j.scitotenv.2013.11.056

    Article  CAS  Google Scholar 

  5. Gómez-Canela C, Barth JC, Lacorte S (2012) Occurrence and fate of perfluorinated compounds in sewage sludge from Spain and Germany. Environmental Science and Pollution Research 19(9):4109–4119. doi:10.1007/s11356-012-1078-7

    Article  Google Scholar 

  6. Vestergren R, Berger U, Glynn A, Cousins IT (2012) Dietary exposure to perfluoroalkyl acids for the Swedish population in 1999, 2005 and 2010. Environment International 49:120–127. doi:10.1016/j.envint.2012.08.016

    Article  CAS  Google Scholar 

  7. Appleman TD, Higgins CP, Quiñones O, Vanderford BJ, Kolstad C, Zeigler-Holady JC, Dickenson ERV (2014) Treatment of poly- and perfluoroalkyl substances in U.S. full-scale water treatment systems. Water Research 51:246–255. doi:10.1016/j.watres.2013.10.067

    Article  CAS  Google Scholar 

  8. Flores C, Ventura F, Martin-Alonso J, Caixach J (2013) Occurrence of perfluorooctane sulfonate (PFOS) and perfluorooctanoate (PFOA) in N.E. Spanish surface waters and their removal in a drinking water treatment plant that combines conventional and advanced treatments in parallel lines. Science of The Total Environment 461–462:618–626. doi:10.1016/j.scitotenv.2013.05.026

    Article  Google Scholar 

  9. Zhu Z, Wang T, Wang P, Lu Y, Giesy JP (2014) Perfluoroalkyl and polyfluoroalkyl substances in sediments from South Bohai coastal watersheds, China. Marine Pollution Bulletin 85(2):619–627. doi:10.1016/j.marpolbul.2013.12.042

    Article  CAS  Google Scholar 

  10. Arvaniti OS, Ventouri EI, Stasinakis AS, Thomaidis NS (2012) Occurrence of different classes of perfluorinated compounds in Greek wastewater treatment plants and determination of their solid–water distribution coefficients. Occurrence and fate of emerging contaminants in municipal wastewater treatment systems J Mater Sci 239–240:24–31. doi:10.1016/j.jhazmat.2012.02.015

    Google Scholar 

  11. Naile JE, Khim JS, Wang T, Chen C, Luo W, Kwon B-O, Park J, Koh C-H, Jones PD, Lu Y, Giesy JP (2010) Perfluorinated compounds in water, sediment, soil and biota from estuarine and coastal areas of Korea. Environmental Pollution 158(5):1237–1244. doi:10.1016/j.envpol.2010.01.023

    Article  CAS  Google Scholar 

  12. Sundström M, Ehresman DJ, Bignert A, Butenhoff JL, Olsen GW, Chang S-C, Bergman Å (2011) A temporal trend study (1972–2008) of perfluorooctanesulfonate, perfluorohexanesulfonate, and perfluorooctanoate in pooled human milk samples from Stockholm, Sweden. Environment International 37(1):178–183. doi:10.1016/j.envint.2010.08.014

    Article  Google Scholar 

  13. Llorca M, Farré M, Picó Y, Müller J, Knepper TP, Barceló D (2012) Analysis of perfluoroalkyl substances in waters from Germany and Spain. Science of The Total Environment 431:139–150. doi:10.1016/j.scitotenv.2012.05.011

    Article  CAS  Google Scholar 

  14. Lankova D, Lacina O, Pulkrabova J, Hajslova J (2013) The determination of perfluoroalkyl substances, brominated flame retardants and their metabolites in human breast milk and infant formula. Talanta 117:318–325. doi:10.1016/j.talanta.2013.08.040

    Article  CAS  Google Scholar 

  15. Raymer JH, Michael LC, Studabaker WB, Olsen GW, Sloan CS, Wilcosky T, Walmer DK (2012) Concentrations of perfluorooctane sulfonate (PFOS) and perfluorooctanoate (PFOA) and their associations with human semen quality measurements. Reproductive Toxicology 33(4):419–427. doi:10.1016/j.reprotox.2011.05.024

    Article  CAS  Google Scholar 

  16. Hanssen L, Dudarev AA, Huber S, Odland J, Nieboer E, Sandanger TM (2013) Partition of perfluoroalkyl substances (PFASs) in whole blood and plasma, assessed in maternal and umbilical cord samples from inhabitants of arctic Russia and Uzbekistan. Science of The Total Environment 447:430–437. doi:10.1016/j.scitotenv.2013.01.029

    Article  CAS  Google Scholar 

  17. Jurado-Sánchez B, Ballesteros E, Gallego M (2014) Analytical method for biomonitoring of perfluoroalkyl acids in human urine. Talanta 128:141–146. doi:10.1016/j.talanta.2014.04.071

    Article  Google Scholar 

  18. Calafat AM, Wong L-Y, Kuklenyik Z, Reidy JA, Needham LL (2007) Polyfluoroalkyl chemicals in the U.S. population: data from the National Health and Nutrition Examination Survey (NHANES) 2003–2004 and comparisons with NHANES 1999–2000. Environmental Health Perspectives 115:1596–1602. doi:10.1289/ehp.10598

    Article  CAS  Google Scholar 

  19. Bull S, Burnett K, Vassaux K, Ashdown L, Brown T, Rushton L (2014) Extensive literature search and provision of summaries of studies related to the oral toxicity of perfluoroalkylated substances (PFASs), their precursors and potential replacements in experimental animals and humans. Area 1: data on toxicokinetics (absorption, distribution, metabolism, excretion) in in vitro studies, experimental animals and humans. Area 2: data on toxicity in experimental animals. Area 3: data on observations in humans. EFSA supporting publication, EN-572, 345 pp

  20. Joensen UN, Bossi R, Leffers H, Jensen AA, Skakkebæk NE, Jørgensen N (2009) Do perfluoroalkyl compounds impair human semen quality? Environmental Health Perspectives 117(6):923–927. doi:10.1289/ehp.0800517

    Article  CAS  Google Scholar 

  21. Seals R, Bartell SM, Steenland K (2010) Accumulation and clearance of perfluorooctanoic acid (PFOA) in current and former residents of an exposed community. Environmental Health Perspectives 119:119–124. doi:10.1289/ehp.1002346

    Article  Google Scholar 

  22. UNEP (2010) New POPs SC-4/17: listing of perfluorooctane sulfonic acid, its salts and perfluorooctane sulfonyl fluoride. United Nations Environment Programme: Stockholm Convention on Persistent Organic Pollutants (POPs), Génova, Suiza

  23. European Parlament D (2008) Directive 2008/105/EC of the European Parliament and of the Council of 16 December 2008 on environmental quality standards in the field of water policy, amending and subsequently repealing Council Directives 82/176/EEC, 83/513/EEC, 84/156/EEC, 84/491/EEC, 86/280/EEC and amending Directive 2000/60/EC of the European Parliament and of the Council. Official Journal of the European Union 348/84

  24. USEPA (2006) US Environmental Protection Agency. 2010/2015 PFOA Stewardship Program

  25. Environment Canada (2010) Environmental performance agreement respecting perfluorinated carboxylic acids (PFCAs) and their precursors in perfluorochemical products sold in Canada (http://ec.gc.ca/epe-epa/default.asp?lang=En&n=0D8C879E-1#X-2013092511492112). Accessed 24 Apr 2015

  26. Zhang L, Liu J, Hu J, Liu C, Guo W, Wang Q, Wang H (2012) The inventory of sources, environmental releases and risk assessment for perfluorooctane sulfonate in China. Chemicals Management and Environmental Assessment of Chemicals in China 165:193–198. doi:10.1016/j.envpol.2011.09.001

    CAS  Google Scholar 

  27. Lindstrom AB, Strynar MJ, Libelo EL (2011) Polyfluorinated compounds: past, present, and future. Environmental Science & Technology 45(19):7954–7961. doi:10.1021/es2011622

    Article  CAS  Google Scholar 

  28. Olsen GW, Lange CC, Ellefson ME, Mair DC, Church TR, Goldberg CL, Herron RM, Medhdizadehkashi Z, Nobiletti JB, Rios JA, Reagen WK, Zobel LR (2012) Temporal trends of perfluoroalkyl concentrations in American Red Cross adult blood donors, 2000–2010. Environmental Science & Technology 46(11):6330–6338. doi:10.1021/es300604p

    Article  CAS  Google Scholar 

  29. Glynn A, Berger U, Bignert A, Ullah S, Aune M, Lignell S, Darnerud PO (2012) Perfluorinated alkyl acids in blood serum from primiparous women in Sweden: serial sampling during pregnancy and nursing, and temporal trends 1996–2010. Environmental Science & Technology 46(16):9071–9079. doi:10.1021/es301168c

    Article  CAS  Google Scholar 

  30. van Leeuwen SPJ, de Boer J (2007) Extraction and clean-up strategies for the analysis of poly- and perfluoroalkyl substances in environmental and human matrices. Journal of Chromatography A 1153(1–2):172–185. doi:10.1016/j.chroma.2007.02.069

    Article  Google Scholar 

  31. Llorca M, Farré M, Picó Y, Barceló D (2011) Analysis of perfluorinated compounds in sewage sludge by pressurized solvent extraction followed by liquid chromatography–mass spectrometry. Journal of Chromatography A 1218(30):4840–4846. doi:10.1016/j.chroma.2011.01.085

    Article  CAS  Google Scholar 

  32. Higgins CP, Field JA, Criddle CS, Luthy RG (2005) Quantitative determination of perfluorochemicals in sediments and domestic sludge. Environmental Science & Technology 39(11):3946–3956. doi:10.1021/es048245p

    Article  CAS  Google Scholar 

  33. Picó Y, Blasco C, Farré M, Barceló D (2012) Occurrence of perfluorinated compounds in water and sediment of L’Albufera Natural Park (València, Spain). Environmental Science and Pollution Research 19(4):946–957. doi:10.1007/s11356-011-0560-y

    Article  Google Scholar 

  34. Beškoski VP, Takemine S, Nakano T, Slavković Beškoski L, Gojgić-Cvijović G, Ilić M, Miletić S, Vrvić MM (2013) Perfluorinated compounds in sediment samples from the wastewater canal of Pančevo (Serbia) industrial area. Chemosphere 91(10):1408–1415. doi:10.1016/j.chemosphere.2012.12.079

    Article  Google Scholar 

  35. Yeung LWY, De Silva AO, Loi EIH, Marvin CH, Taniyasu S, Yamashita N, Mabury SA, Muir DCG, Lam PKS (2013) Perfluoroalkyl substances and extractable organic fluorine in surface sediments and cores from Lake Ontario. Environment International 59:389–397. doi:10.1016/j.envint.2013.06.026

    Article  CAS  Google Scholar 

  36. Zhang T, Sun H, Gerecke AC, Kannan K, Müller CE, Alder AC (2010) Comparison of two extraction methods for the analysis of per- and polyfluorinated chemicals in digested sewage sludge. Journal of Chromatography A 1217(31):5026–5034. doi:10.1016/j.chroma.2010.05.061

    Article  CAS  Google Scholar 

  37. Yamashita N, Kannan K, Taniyasu S, Horii Y, Okazawa T, Petrick G, Gamo T (2004) Analysis of perfluorinated acids at parts-per-quadrillion levels in seawater using liquid chromatography-tandem mass spectrometry. Environ Sci Technol 38(21):5522–5528. doi:10.1021/es0492541

    Article  CAS  Google Scholar 

  38. Taniyasu S, Kannan K, Yeung LWY, Kwok KY, Lam PKS, Yamashita N (2008) Analysis of trifluoroacetic acid and other short-chain perfluorinated acids (C2–C4) in precipitation by liquid chromatography–tandem mass spectrometry: comparison to patterns of long-chain perfluorinated acids (C5–C18). Analytica Chimica Acta 619(2):221–230. doi:10.1016/j.aca.2008.04.064

    Article  CAS  Google Scholar 

  39. Armbruster DA, Pry T (2008) Limit of blank, limit of detection and limit of quantitation. Clin Biochem Rev 29(Suppl 1):S49–S52

    Google Scholar 

  40. Matuszewski BK, Constanzer ML, Chavez-Eng CM (1998) Matrix effect in quantitative LC/MS/MS analyses of biological fluids: a method for determination of finasteride in human plasma at picogram per milliliter concentrations. Anal Chem 70(5):882–889

    Article  CAS  Google Scholar 

  41. Li F, Zhang C, Qu Y, Chen J, Chen L, Liu Y, Zhou Q (2010) Quantitative characterization of short- and long-chain perfluorinated acids in solid matrices in Shanghai, China. Science of The Total Environment 408(3):617–623. doi:10.1016/j.scitotenv.2009.10.032

    Article  CAS  Google Scholar 

  42. Delinsky AD, Strynar MJ, Nakayama SF, Varns JL, Ye X, McCann PJ, Lindstrom AB (2009) Determination of ten perfluorinated compounds in bluegill sunfish (Lepomis macrochirus) fillets. Environmental Research 109:975–984. doi:10.1016/j.envres.2009.08.013

    Article  CAS  Google Scholar 

  43. Llorca M, Farré M, Picó Y, Barceló D (2009) Development and validation of a pressurized liquid extraction liquid chromatography–tandem mass spectrometry method for perfluorinated compounds determination in fish. Journal of Chromatography A 1216(43):7195–7204. doi:10.1016/j.chroma.2009.06.062

    Article  CAS  Google Scholar 

  44. Ye X, Schoenfuss HL, Jahns ND, Delinsky AD, Strynar MJ, Varns J, Nakayama SF, Helfant L, Lindstrom AB (2008) Perfluorinated compounds in common carp (Cyprinus carpio) fillets from the Upper Mississippi River. Environment International 34:932–938. doi:10.1016/j.envint.2008.02.003

    Article  Google Scholar 

  45. Yang L, Zhu L, Liu Z (2011) Occurrence and partition of perfluorinated compounds in water and sediment from Liao River and Taihu Lake, China. Chemosphere 83(6):806–814. doi:10.1016/j.chemosphere.2011.02.075

    Article  CAS  Google Scholar 

  46. Hansen KJ, Clemen LA, Ellefson ME, Johnson HO (2001) Compound-specific, quantitative characterization of organic fluorochemicals in biological matrices. Environ Sci Technol 35(4):766–770. doi:10.1021/es001489z

    Article  CAS  Google Scholar 

  47. Picó Y, Farré M, Llorca M, Barceló D (2011) Perfluorinated compounds in food: a global perspective. Critical Reviews in Food Science and Nutrition 51(7):605–625. doi:10.1080/10408391003721727

    Article  Google Scholar 

  48. Ahrens L, Taniyasu S, Yeung LWY, Yamashita N, Lam PKS, Ebinghaus R (2010) Distribution of polyfluoroalkyl compounds in water, suspended particulate matter and sediment from Tokyo Bay, Japan. Chemosphere 79(3):266–272. doi:10.1016/j.chemosphere.2010.01.045

    Article  CAS  Google Scholar 

  49. Campo J, Pérez F, Masiá A, Picó Y, Ml F, Barceló D (2015) Perfluoroalkyl substance contamination of the Llobregat River ecosystem (Mediterranean area, NE Spain). Science of The Total Environment 503–504:48–57. doi:10.1016/j.scitotenv.2014.05.094

    Article  Google Scholar 

  50. Thompson J, Roach A, Eaglesham G, Bartkow ME, Edge K, Mueller JF (2011) Perfluorinated alkyl acids in water, sediment and wildlife from Sydney Harbour and surroundings. Marine Pollution Bulletin 62(12):2869–2875. doi:10.1016/j.marpolbul.2011.09.002

    Article  CAS  Google Scholar 

  51. Strynar MJ, Lindstrom AB, Nakayama SF, Egeghy PP, Helfant LJ (2012) Pilot scale application of a method for the analysis of perfluorinated compounds in surface soils. Chemosphere 86(3):252–257. doi:10.1016/j.chemosphere.2011.09.036

    Article  CAS  Google Scholar 

Download references

Acknowledgments

This work has been supported by the Spanish Ministry of Economy and Competitiveness through the projects “Assessing and Predicting Effects on Water Quantity and Quality in Iberian Rivers Caused by Global Change (SCARCE)” (No. CSD2009-00065, http://www.scarceconsolider.es) and “Evaluation of Emerging Contaminants in the Turia River Basins: From Basic Research to the Application of Environmental Forensics (EMERFOR)” (GCL2011-29703-C02-02, http://mefturia.es). ML also acknowledges the Foundation “Tatiana Pérez de Guzmán el Bueno” for the grant to get the PhD and JC the VALi+d postdoctoral contract (APOSTD/2014/010) of the Generalitat Valenciana for funding.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to María Lorenzo.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 1005 kb)

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Lorenzo, M., Campo, J. & Picó, Y. Optimization and comparison of several extraction methods for determining perfluoroalkyl substances in abiotic environmental solid matrices using liquid chromatography-mass spectrometry. Anal Bioanal Chem 407, 5767–5781 (2015). https://doi.org/10.1007/s00216-015-8759-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-015-8759-2

Keywords

  • Perfluoroalkyl substances
  • LC-MS/MS
  • Extraction method
  • Soil
  • Sediment
  • River basin