Skip to main content
Log in

HPLC-MS/MS method for the determination of perfluoroalkyl substances in breast milk by combining salt-assisted and dispersive liquid-liquid microextraction

  • Research Paper
  • Published:
Analytical and Bioanalytical Chemistry Aims and scope Submit manuscript

Abstract

The widespread use of perfluoroalkyl substances has resulted in the universal exposure of humans to these endocrine-disrupting chemicals, including the exposure of neonates through breastfeeding. The objective of this study was to develop a method to determine 10 perfluoroalkyl substances in breast milk (1-mL aliquot) by combining salt-assisted liquid-liquid extraction with dispersive liquid-liquid microextraction and using high-performance liquid chromatography-tandem mass spectrometry. Chemometric strategies were applied to optimize experimental parameters. The limit of quantification was 20 pg mL−1 for all analytes, and inter-day variability (evaluated as relative standard deviation) ranged from 8.2 to 13.8%. The method was validated by a recovery assay with spiked samples. Percentage recoveries ranged from 85.9 to 110.8%. The method was satisfactorily applied to assess target compounds in 20 breast milk samples from donors. Perfluorooctanoic acid, perfluorooctane sulfonate, and perfluorohexanoic acid were the most frequently detected analytes. This analytical procedure can provide useful information on newborn’s exposure to these xenobiotics.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

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

Similar content being viewed by others

References

  1. Prevedouros K, Cousins IT, Buck RC, Korzeniowski SH. Sources, fate and transport of perfluorocarboxylates. Environ Sci Technol. 2005;40:32–4.

    Google Scholar 

  2. OECD – Organisation for Economic Co-operation and Development. Risk reduction approaches for PFASs – a cross country analysis. Series on Risk Management. Environment Directorate. 2015;29 Accessible from: https://www.oecd.org/chemicalsafety/risk-management/Risk_Reduction_Approaches%20for%20PFASS.pdf. Accessed 9 May 2020.

  3. Yeung LW, Robinson SJ, Koschorreck J, Mabury SA. PartII. A temporal study of PFOS and its precursors in human plasma from two German cities in 1982-2009. Environ Sci Technol. 2013;47:3875–82.

    CAS  PubMed  Google Scholar 

  4. Toms LM, Thompson J, Rotander A, Hobson P, Calafat AM, Kato K, et al. Decline in perfluorooctane sulfonate and perfluorooctanoate serum concentrations in an Australian population from 2002 to 2011. Environ Int. 2014;71:74–80.

    CAS  PubMed  PubMed Central  Google Scholar 

  5. Okada E, Kashino I, Matsuura H, Sasaki S, Miyashita C, Yamamoto J, et al. Temporal trends of perfluoroalkyl acids in plasma samples of pregnant women in Hokkaido, Japan, 2003-2011. Environ Int. 2013;60:89–96.

    CAS  PubMed  Google Scholar 

  6. Zhang T, Sun H, Qin X, Gan Z, Kannan K. PFOS and PFOA in paired urine and blood from general adults and pregnant women: assessment of urinary elimination. Environ Sci Pollut Res. 2015;22:5572–9.

    CAS  Google Scholar 

  7. Preston EV, Webster TF, Oken E, Claus Henn B, McClean MD, Rifas-Shiman SL, et al. Maternal plasma per- and polyfluoroalkyl substance concentrations in early pregnancy and maternal and neonatal thyroid function in a prospective birth cohort: Project Viva (USA). Environ Health Perspect. 2018;126(2):027013.

    PubMed  PubMed Central  Google Scholar 

  8. Stockholm Convention, United Nations Environment Program’s Stockholm Convention on Persistent Organic Pollutants, 2009. Accessible from: http://chm.pops.int/TheConvention/ThePOPs/ListingofPOPs/tabid/2509/Default.aspx. Accessed 9 May 2020.

  9. US EPA, United States Environmental Protection Agency, 2010/2015 PFOA Stewardship Program, 2006. Accessible from: https://www.epa.gov/assessingand-managing-chemicals-under-tsca/20102015-pfoa-stewardship-program. Accessed 10 May 2020.

  10. Commission Regulation (EU) 2017/1000 of 13 June 2017 amending Annex XVII to Regulation (EC) No 1907/2006 of the European Parliament and of the Council concerning the Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH) as regards perfluorooctanoic acid (PFOA), its salts and PFOA-related substances (Text with EEA relevance.). Accessible from: https://op.europa.eu/en/publication-detail/-/publication/d14f70da-508b-11e7-a5ca-01aa75ed71a1/language-en. Accessed 15 May 2020.

  11. US EPA, EPA actions to address PFAS, Accessible from https://www.epa.gov/pfas/epa-actions-address-pfas. Accessed 15 May 2020.

  12. Fei CY, McLaughlin JK, Lipworth L, Olsen J. Maternal levels of perfluorinated chemicals and subfecundity. Hum Reprod. 2009;24:1200–5.

    CAS  PubMed  Google Scholar 

  13. Frisbee SJ, Shankar A, Knox SS, Steenland K, Savitz DA, Fletcher T, et al. Perfluorooctanoic acid, perfluorooctanesulfonate, and serum lipids in children and adolescents. Arch Pediatr Adolesc Med. 2009;164(9):860–9.

    Google Scholar 

  14. Nelson JW, Hatch EE, Webster TF. Exposure to polyfluoroalkyl chemicals and cholesterol, body weight, and insulin resistance in the general US population. Environ Health Perspect. 2010;118(2):197–202.

    CAS  PubMed  Google Scholar 

  15. Joensen UN, Veyrand B, Antignac JP, Jensen MB, Petersen JH, Marchand P, et al. PFOS (perfluorooctanesulfonate) in serum is negatively associated with testosterone levels, but not with semen quality, in healthy men. Hum Reprod. 2013;28(3):599–608.

    CAS  PubMed  Google Scholar 

  16. Jensen AA, Leffers H. Emerging endocrine disrupters: perfluoroalkylated substances. Int J Androl. 2008;31(2):161–9.

    CAS  PubMed  Google Scholar 

  17. White SS, Fenton SE, Hines EP. Endocrine disrupting properties of perfluorooctanoic acid. J Steroid Biochem Mol Biol. 2011;127(1–2):16–26.

    CAS  PubMed  PubMed Central  Google Scholar 

  18. World Health Organization (WHO). State of the Science of Endocrine Disrupting Chemicals-2012. Switzerland, 2013.

  19. Barry V, Winquist A, Steenland K. Perfluorooctanoic acid (PFOA) exposures and incident cancers among adults living near a chemical plant. Environ Health Perspect. 2013;121(11–12):1313–8.

    PubMed  PubMed Central  Google Scholar 

  20. Johnson PI, Sutton P, Atchley DS, Koustas E, Lam J, Sen S, et al. The Navigation Guide - evidence-based medicine meets environmental health: systematic review of human evidence for PFOA effects on fetal growth. Environ Health Perspect. 2014;122:1028–39.

    PubMed  PubMed Central  Google Scholar 

  21. Kim S, Choi K, Ji K, Seo J, Kho Y, Park J, et al. Trans-placental transfer of thirteen perfluorinated compounds and relations with fetal thyroid hormones. Environ Sci Technol. 2011;45:7465–72.

    CAS  PubMed  Google Scholar 

  22. Stein CR, Savitz DA. Serum perfluorinated compound concentration and attention deficit/hyperactivity disorder in children 5-18 years of age. Environ Health Perspect. 2011;119:1466–71.

    CAS  PubMed  PubMed Central  Google Scholar 

  23. Bloom MS, Kannan K, Spliethoff HM, Tao L, Aldous KM, Vena JE. Exploratory assessment of perfluorinated compounds and human thyroid function. Physiol Behav. 2010;99:240–5.

    CAS  PubMed  Google Scholar 

  24. Freberg BI, Haug LS, Olsen R, Daae HL, Hersson M, Thomsen C, et al. Occupational exposure to airborne perfluorinated compounds during professional ski waxing. Environ Sci Technol. 2010;44:7723–8.

    CAS  PubMed  Google Scholar 

  25. Takagi S, Adachi F, Miyano K, Koizumi Y, Tanaka H, Mimura M, et al. Perfluorooctanesulfonate and perfluorooctanoate in raw and treated tap water from Osaka, Japan. Chemosphere. 2008;72:1409–12.

    CAS  PubMed  Google Scholar 

  26. Vestergren R, Orata F, Berger U, Cousins IT. Bioaccumulation of perfluoroalkyl acids in dairy cows in a naturally contaminated environment. Environ Sci Pollut Res Int. 2013;20:7959–69.

    CAS  PubMed  Google Scholar 

  27. Falandysz J, Taniyasu S, Gulkowska A, Yamashita N, Schulte-Oehlmann U. Is fish a major source of fluorinated surfactants and repellents in humans living on the Baltic coast? Environ Sci Technol. 2006;40:748–51.

    CAS  PubMed  Google Scholar 

  28. Tittlemier SA, Pepper K, Seymour C, Moisey J, Bronson R, Cao XL, et al. Dietary exposure of Canadians to perfluorinated carboxylates and perfluorooctane sulfonate via consumption of meat, fish, fast foods, and food items prepared in their packaging. J Agric Food Chem. 2007;55:3203–10.

    CAS  PubMed  Google Scholar 

  29. Olsen GW, Burris JM, Ehresman DJ, Froehlich JW, Seacat AM, Butenhoff JL, et al. Half-life of serum elimination of perfluorooctane sulfonate, perfluoro hexanesulfonate and perfluorooctanoate in retired fluorochemical production workers. Environ Health Perspect. 2007;115(9):1298–305.

    CAS  PubMed  PubMed Central  Google Scholar 

  30. Kim DH, Lee MY, Oh JE. Perfluorinated compounds in serum and urine samples from children aged 5-13 years in South Korea. Environ Pollut. 2014;192:171–8.

    CAS  PubMed  Google Scholar 

  31. Chemtrust. No brainer- the impact of chemicals on children’s brain development: a cause for concern and a need for action. Report. Chemtrust 2017. Accessible from: http://www.chemtrust.org/wp-content/uploads/chemtrust-nobrainer-mar17.pdf. Accessed 15 May 2020.

  32. Macheka-Tendenguwo LR, Olowoyo JO, Mugivhisa LL, Abafe OA. Per- and polyfluoroalkyl substances in human breast milk and current analytical methods. Environ Sci Pollut R. 2018;25:36064–86.

    CAS  Google Scholar 

  33. Lee S, Kim S, Park J, Kimd HJ, Choi G, Choi S, et al. Perfluoroalkyl substances (PFASs) in breast milk from Korea: time-course trends, influencing factors, and infant exposure. Sci Total Environ. 2018;612:286–92.

    CAS  PubMed  Google Scholar 

  34. Kang H, Choi K, Lee HS, Kim DH, Park NY, Kim S, et al. Elevated levels of short carbon-chain PFCAs in breast milk among Korean women: current status and potential challenges. Environ Res. 2016;148:351–9.

    CAS  PubMed  Google Scholar 

  35. Kim SK, Lee KT, Kang CS, Tao L, Kannan K, Kim KR, et al. Distribution of perfluorochemicals between sera and milk from the same mothers and implications for prenatal and postnatal exposures. Environ Pollut. 2011;159:169–74.

    CAS  PubMed  Google Scholar 

  36. Cariou R, Veyrand B, Yamada A, Berrebi A, Zalkod D, Durand S, et al. Perfluoroalkyl acid (PFAA) levels and profiles in breast milk, maternal and cord serum of French women and their newborns. Environ Int. 2015;84:71–81.

    CAS  PubMed  Google Scholar 

  37. Antignac JP, Veyrand B, Kadar H, Marchand P, Oleko A, Le Bizec B, et al. Occurrence of perfluorinated alkylated substances in breast milk of French women and relation with socio-demographical and clinical parameters: results of the ELFE pilot study. Chemosphere. 2013;91:802–8.

    CAS  PubMed  Google Scholar 

  38. Motas-Guzmán M, Clementini C, Pérez-Cárceles MD, Jiménez Rejón S, Cascone A, Martellini T, et al. Perfluorinated carboxylic acids in human breast milk from Spain and estimation of infant’s daily intake. Sci Total Environ. 2016;544:595–600.

    PubMed  Google Scholar 

  39. Lorenzo M, Farré M, Blasco C, Onghena M, Picó Y, Barceló D. Perfluoroalkyl substances in breast milk, infant formula and baby food from Valencian community (Spain). Environ Nanotechnol Monit Manage. 2016;6:108–15.

    Google Scholar 

  40. Forns J, Iszatt N, White RA, Mandal S, Sabaredzovic A, Lamoree M, et al. Perfluoroalkyl substances measured in breast milk and child neuropsychological development in a Norwegian birth cohort study. Environ Int. 2015;83:176–82.

    CAS  PubMed  Google Scholar 

  41. Tao L, Ma J, Kunisue T, Libelo EL, Tanabe S, Kannan K. Perfluorinated compounds in human breast milk from several Asian countries, and in infant formula and dairy milk from the United States. Environ Sci Technol. 2008;42(22):8597–602.

    CAS  PubMed  Google Scholar 

  42. Kuklenyik Z, Reich JA, Tully JS, Needham LL, Calafat AM. Automated solid – phase extraction and measurement of perfluorinated organic acids and amides in human serum and milk. Environ Sci Technol. 2004;38:3698–704.

    CAS  PubMed  Google Scholar 

  43. So MK, Yamashita N, Taniyasu S, Jiang Q, Giesy JP, Chen K. Health risks in infants associated with exposure to perfluorinated compounds in human breast milk from Zhoushan, China. Environ Sci Technol. 2006;40:2924–9.

    CAS  PubMed  Google Scholar 

  44. Liu J, Li J, Zhao Y, Wang Y, Zhang Y, Lei Z, et al. The occurrence of perfluorinated alkyl compounds in human milk from different regions of China. Environ Int. 2010;36:433–8.

    CAS  PubMed  Google Scholar 

  45. Liu J, Li J, Liu Y, Chan HM, Zhao Y, Cai Z, et al. Comparison on gestation and lactation exposure of perfluorinated compounds for newborns. Environ Int. 2011;37:1206–12.

    CAS  PubMed  Google Scholar 

  46. González-Curbelo MA, Socas-Rodríguez B, Herrera-Herrera AV, González-Sálamo J, Hernández-Borges J, Rodríguez-Delgado MA. Evolution and applications of the QuEChERS method. TrAC-Trend Anal Chem. 2015;71:169–85.

    Google Scholar 

  47. Martínez-Domínguez G, Plaza-Bolaños P, Romero-González R, Garrido-Frenich A. Analytical approaches for the determination of pesticide residues in nutraceutical products and related matrices by chromatographic techniques coupled to mass spectrometry. Talanta. 2014;118:277–91.

    PubMed  Google Scholar 

  48. Schmidt ML, Snow NH. Making the case for QuEChERS-gas chromatography of drugs. TrAC-Trend Anal Chem. 2016;75:49–56.

    CAS  Google Scholar 

  49. Sajid M, Alhooshani K. Dispersive liquid-liquid microextraction based binary extraction techniques prior to chromatographic analysis: a review. TrAC-Trend Anal Chem. 2018;108:167–82.

    CAS  Google Scholar 

  50. Yang H, Wuang H. Recent development and applications of dispersive liquid-liquid microextraction. J Chromatogr A. 2013;1295:1–15.

    Google Scholar 

  51. Guidance for Industry, Bioanalytical Method Validation, U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research (CDER), Center for Veterinary Medicine (CVM), 2001.

  52. European Food Safety Authority (EFSA). Scientific opinion on the risk to human health related to the presence of perfluorooctane sulfonic acid and perfluorooctanoic acid in food. EFSA J. 2018;16(12):5194.

    Google Scholar 

  53. Beser MI, Pardo O, Beltrán J, Yusà V. Determination of 21 perfluoroalkyl substances and organophosphorus compounds in breast milk by liquid chromatography coupled to orbitrap high-resolution mass spectrometry. Anal Chim Acta. 2019;1049:123–32.

    CAS  PubMed  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge editorial assistance provided by Richard Davies.

Funding

This study was supported in part by research grants from the European Union Commission (H2020-EJP-HBM4EU), Biomedical Research Networking Center-CIBER de Epidemiología y Salud Pública (CIBERESP), and the Instituto de Salud Carlos III (ISCIII) (FIS-PI16/01820 and FIS-PI16/01858). The authors are also grateful to the ISCIII and the “Fondo Europeo de Desarrollo Regional” (ISCIII/FEDER) for the Sara Borrell postdoctoral research contract granted to F. Vela-Soria (grant no. CD17/00212) and the Miguel Servet Type I Program granted to C. Freire (grant no. MS16/00085).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fernando Vela-Soria.

Ethics declarations

All women signed their informed consent, and the study was approved by the Research Ethics Committee of the hospital.

Conflict of interest

The authors declare that they have no conflict of interest.

Disclaimer

The funders had no role in the study design, data collection or analysis, decision to publish, or preparation of the manuscript.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(PDF 391 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Vela-Soria, F., Serrano-López, L., García-Villanova, J. et al. HPLC-MS/MS method for the determination of perfluoroalkyl substances in breast milk by combining salt-assisted and dispersive liquid-liquid microextraction. Anal Bioanal Chem 412, 7913–7923 (2020). https://doi.org/10.1007/s00216-020-02924-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-020-02924-x

Keywords

Navigation