Skip to main content
Log in

On-line dynamic extraction system hyphenated to inductively coupled plasma optical emission spectrometry for automatic determination of oral bioaccessible trace metal fractions in airborne particulate matter

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

Abstract

For a realistic evaluation of the potential hazard emanating from airborne particulate matter (APM), the determination of the total inhaled metal amounts associated with APM is insufficient in risk assessment. Additional information about metal fractions that can be mobilized by the human body is necessary, because only those soluble (also called bioaccessible) fractions can be absorbed by the human body, and thus potentially cause adverse health effects. In the present study, a dynamic flow-through approach as a front end to inductively coupled plasma optical emission spectrometry (ICP-OES) exploiting advanced flow analysis is employed for on-line handling of multiple APM samples and determination of bioaccessible trace metals under worst case extraction scenarios. The method is based on on-line continuous extraction of filter samples with synthetic gastric fluid followed by on-line ICP-OES measurement of the dissolved fraction of trace metals. The assembly permits an automated successive measurement of three sample replicates in less than 19 min. The on-line extraction procedure offers increased sample throughput and reduced risk of sample contamination and overcomes metal re-adsorption processes compared to the traditional batch-wise counterparts. Furthermore, it provides deeper information on the kinetics of the leaching process. The developed procedure was applied to the determination of bioaccessible metal fractions (Al, Ba, Cu, Fe and Mn as model analytes) in PM10 samples from Palma de Mallorca (Spain) and Vienna (Austria).

On-line gastric bioaccessibility of elements in airborne particulate matter

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
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Dockery DW, Pope CA. Acute respiratory effects of particulate air pollution. Annu Rev Public Health. 1994;15(1):107–32. doi:10.1146/annurev.pu.15.050194.000543.

    Article  CAS  Google Scholar 

  2. Pope III CA, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, et al. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA J Am Med Assoc. 2002;287(9):1132–41.

    Article  CAS  Google Scholar 

  3. Hueglin C, Gehrig R, Baltensperger U, Gysel M, Monn C, Vonmont H. Chemical characterisation of PM2.5, PM10 and coarse particles at urban, near-city and rural sites in Switzerland. Atmos Environ. 2005;39(4):637–51. doi:10.1016/j.atmosenv.2004.10.027.

    Article  CAS  Google Scholar 

  4. Puxbaum H, Rendl J, Allabashi R, Otter L, Scholes MC. Mass balance of the atmospheric aerosol in a South African subtropical savanna (Nylsvley, May 1997). J Geophys Res-Atmos. 2000;105(D16):20697–706. doi:10.1029/2000JD900306.

    Article  CAS  Google Scholar 

  5. Prieditis H, Adamson IYR. Comparative pulmonary toxicity of various soluble metals found in urban particulate dusts. Exp Lung Res. 2002;28(7):563–76. doi:10.1080/01902140290096782.

    Article  CAS  Google Scholar 

  6. Sun G, Crissman K, Norwood J, Richards J, Slade R, Hatch GE. Oxidative interactions of synthetic lung epithelial lining fluid with metal-containing particulate matter. Am J Physiol Lung Cell Mol Physiol. 2001; 281 (4 25–4):L807–L815.

  7. Molinelli AR, Madden MC, McGee JK, Stonehuerner JG, Ghio AJ. Effect of metal removal on the toxicity of airborne particulate matter from the Utah valley. Inhal Toxicol. 2002;14(10):1069–86. doi:10.1080/08958370290084737.

    Article  CAS  Google Scholar 

  8. Weichenthal S. Selected physiological effects of ultrafine particles in acute cardiovascular morbidity. Environ Res. 2012;115:26–36. doi:10.1016/j.envres.2012.03.001.

    Article  CAS  Google Scholar 

  9. Moreno T, Querol X, Alastuey A, Viana M, Salvador P, Sánchez de la Campa A, et al. Variations in atmospheric PM trace metal content in Spanish towns: illustrating the chemical complexity of the inorganic urban aerosol cocktail. Atmos Environ. 2006;40(35):6791–803. doi:10.1016/j.atmosenv.2006.05.074.

    Article  CAS  Google Scholar 

  10. Dongarrà G, Manno E, Varrica D, Vultaggio M. Mass levels, crustal component and trace elements in PM10 in Palermo, Italy. Atmos Environ. 2007;41(36):7977–86. doi:10.1016/j.atmosenv.2007.09.015.

    Article  Google Scholar 

  11. Limbeck A, Handler M, Puls C, Zbiral J, Bauer H, Puxbaum H. Impact of mineral components and selected trace metals on ambient PM10 concentrations. Atmos Environ. 2009;43(3):530–8. doi:10.1016/j.atmosenv.2008.10.012.

    Article  CAS  Google Scholar 

  12. Zelikoff JT, Schermerhorn KR, Fang K, Cohen MD, Schlesinger RB. A role for associated transition metals in the immunotoxicity of inhaled ambient particulate matter. Environ Health Perspect. 2002;110(5):871–5.

    Article  CAS  Google Scholar 

  13. Birmili W, Allen AG, Bary F, Harrison RM. Trace metal concentrations and water solubility in size-fractionated atmospheric particles and influence of road traffic. Environ Sci Technol. 2006;40(4):1144–53. doi:10.1021/es0486925.

    Article  CAS  Google Scholar 

  14. Sato K, Tamura T, Furuta N. Partitioning between soluble and insoluble fractions of major and trace elements in size-classified airborne particulate matter collected in Tokyo. J Environ Monit. 2008;10(2):211–8. doi:10.1039/b709937a.

    Article  CAS  Google Scholar 

  15. Heal MR, Hibbs LR, Agius RM, Beverland IJ. Total and water-soluble trace metal content of urban background PM10, PM2.5 and black smoke in Edinburgh, UK. Atmos Environ. 2005;39(8):1417–30. doi:10.1016/j.atmosenv.2004.11.026.

    Article  CAS  Google Scholar 

  16. Julien C, Esperanza P, Bruno M, Alleman LY. Development of an in vitro method to estimate lung bioaccessibility of metals from atmospheric particles. J Environ Monit. 2001;13(3):621–30. doi:10.1039/c0em00439a.

    Article  Google Scholar 

  17. Wiseman CLS, Zereini F. Characterizing metal(loid) solubility in airborne PM10, PM2.5 and PM1 in Frankfurt, Germany using simulated lung fluids. Atmos Environ. 2014;89:282–9. doi:10.1016/j.atmosenv.2014.02.055.

    Article  CAS  Google Scholar 

  18. Mukhtar A, Mohr V, Limbeck A. The suitability of extraction solutions to assess bioaccessible trace metal fractions in airborne particulate matter: a comparison of common leaching agents. Environ Sci Pollut Res Int. 2015;22(21):16620–30. doi:10.1007/s11356-015-4789-8.

    Article  CAS  Google Scholar 

  19. Falta T, Limbeck A, Koellensperger G, Hann S. Bioaccessibility of selected trace metals in urban PM2.5 and PM10 samples: a model study. Anal Bioanal Chem. 2008;390(4):1149–57. doi:10.1007/s00216-007-1762-5.

    Article  CAS  Google Scholar 

  20. Mukhtar A, Limbeck A. Development of an ETV-ICP-OES procedure for assessment of bio-accessible trace metal fractions in airborne particulate matter. J Anal At Spectrom. 2011;26(10):2081–8. doi:10.1039/C1JA10125K.

    Article  CAS  Google Scholar 

  21. Mukhtar A, Limbeck A. Recent developments in assessment of bio-accessible trace metal fractions in airborne particulate matter: A review. Anal Chim Acta. 2013;774:11–25. doi:10.1016/j.aca.2013.02.008.

    Article  CAS  Google Scholar 

  22. Wiseman CL. Analytical methods for assessing metal bioaccessibility in airborne particulate matter: a scoping review. Anal Chim Acta. 2015;877:9–18. doi:10.1016/j.aca.2015.01.024.

    Article  CAS  Google Scholar 

  23. Smichowski P, Polla G, Gómez D. Metal fractionation of atmospheric aerosols via sequential chemical extraction: a review. Anal Bioanal Chem. 2005;381(2):302–16. doi:10.1007/s00216-004-2849-x.

    Article  CAS  Google Scholar 

  24. Rosende M, Miró M. Recent trends in automatic dynamic leaching tests for assessing bioaccessible forms of trace elements in solid substrates. TrAC, Trends Anal Chem. 2013;45:67–78. doi:10.1016/j.trac.2012.12.016.

    Article  CAS  Google Scholar 

  25. Limbeck A, Wagner C, Lendl B, Mukhtar A. Determination of water soluble trace metals in airborne particulate matter using a dynamic extraction procedure with on-line inductively coupled plasma optical emission spectrometric detection. Anal Chim Acta. 2012;750:111–9. doi:10.1016/j.aca.2012.05.005.

    Article  CAS  Google Scholar 

  26. Chapter <711>. Dissolution. In: The United States Pharmacopeia and National Formulary USP 37–NF 32; The United States Pharmacopeial Convention, Inc.: Rockville, MD; 2014. p. 344.

  27. Cocovi-Solberg DJ, Miró M. CocoSoft: educational software for automation in the analytical chemistry laboratory. Anal Bioanal Chem. 2015;407(21):6227–33. doi:10.1007/s00216-015-8834-8.

    Article  CAS  Google Scholar 

  28. Fedotov PS, Kördel W, Miró M, Peijnenburg WJGM, Wennrich R, Huang P-M. Extraction and fractionation methods for exposure assessment of trace metals, metalloids, and hazardous organic compounds in terrestrial environments. Crit Rev Environ Sci Technol. 2012;42(11):1117–71. doi:10.1080/10643389.2011.556544.

    Article  CAS  Google Scholar 

  29. Bacon JR, Davidson CM. Is there a future for sequential chemical extraction? Analyst. 2008;133(1):25–46. doi:10.1039/B711896A.

    Article  CAS  Google Scholar 

  30. Ng JC, Juhasz A, Smith E, Naidu R. Assessing the bioavailability and bioaccessibility of metals and metalloids. Environ Sci Pollut Res Int. 2015;22(12):8802–25. doi:10.1007/s11356-013-1820-9.

    Article  Google Scholar 

  31. Rosende M, Savonina EY, Fedotov PS, Miró M, Cerdà V, Wennrich R. Dynamic fractionation of trace metals in soil and sediment samples using rotating coiled column extraction and sequential injection microcolumn extraction: a comparative study. Talanta. 2009;79(4):1081–8. doi:10.1016/j.talanta.2008.10.062.

    Article  CAS  Google Scholar 

  32. Rosende M, Magalhães LM, Segundo MA, Miró M. Assessing oral bioaccessibility of trace elements in soils under worst-case scenarios by automated in-line dynamic extraction as a front end to inductively coupled plasma atomic emission spectrometry. Anal Chim Acta. 2014;842:1–10.

    Article  CAS  Google Scholar 

  33. Savonina EY, Fedotov PS, Wennrich R. Fractionation of Sb and As in soil and sludge samples using different continuous-flow extraction techniques. Anal Bioanal Chem. 2012;403(5):1441–9. doi:10.1007/s00216-012-5927-5.

    Article  CAS  Google Scholar 

  34. Lamsal RP, Beauchemin D. Estimation of the bio-accessible fraction of Cr, As, Cd and Pb in locally available bread using on-line continuous leaching method coupled to inductively coupled plasma mass spectrometry. Anal Chim Acta. 2015;867:9–17. doi:10.1016/j.aca.2015.02.047.

    Article  CAS  Google Scholar 

  35. Boonjob W, Zevenhoven M, Ek P, Hupa M, Ivaska A, Miró M. Automatic dynamic chemical fractionation method with detection by plasma spectrometry for advanced characterization of solid biofuels. J Anal At Spectrom. 2012;27(5):841–9. doi:10.1039/C2JA00007E.

    Article  CAS  Google Scholar 

  36. Boonjob W, Miró M, Cerdà V. Multiple stirred-flow chamber assembly for simultaneous automatic fractionation of trace elements in fly ash samples using a multisyringe-based flow system. Anal Chem. 2008;80(19):7319–26. doi:10.1021/ac8009609.

    Article  CAS  Google Scholar 

  37. Alleman LY, Lamaison L, Perdrix E, Robache A, Galloo J-C. PM10 metal concentrations and source identification using positive matrix factorization and wind sectoring in a French industrial zone. Atmos Res. 2010;96(4):612–25. doi:10.1016/j.atmosres.2010.02.008.

    Article  CAS  Google Scholar 

  38. Canepari S, Astolfi ML, Farao C, Maretto M, Frasca D, Marcoccia M, et al. Seasonal variations in the chemical composition of particulate matter: a case study in the Po Valley. Part II: concentration and solubility of micro- and trace-elements. Environ Sci Pollut Res Int. 2014;21(6):4010–22. doi:10.1007/s11356-013-2298-1.

    Article  CAS  Google Scholar 

  39. Voutsa D, Samara C. Labile and bioaccessible fractions of heavy metals in the airborne particulate matter from urban and industrial areas. Atmos Environ. 2002;36(22):3583–90. doi:10.1016/S1352-2310(02)00282-0.

    Article  CAS  Google Scholar 

  40. Heal MR, Hibbs LR, Agius RM, Beverland IJ. Total and water-soluble trace metal content of urban background PM 10, PM2.5 and black smoke in Edinburgh, UK. Atmos Environ. 2005;39(8):1417–30.

    Article  CAS  Google Scholar 

Download references

Acknowledgments

V.M. wants to thank the TU Wien for providing a travelling grant for a research stay at the University of the Balearic Islands, Spain in the period May-July 2012. M.M. acknowledges financial support from the Spanish Ministry of Economy and Competitiveness (MINECO) through projects CTM2014-56628-C3-3-R and CTM2014-61553-EXP. The authors are grateful to Dr. David Cocovi-Solberg for the loan of the Cocosoft software.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Manuel Miró or Andreas Limbeck.

Ethics declarations

Conflict of interest

The authors have no conflicts of interest to declare.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mohr, V., Miró, M. & Limbeck, A. On-line dynamic extraction system hyphenated to inductively coupled plasma optical emission spectrometry for automatic determination of oral bioaccessible trace metal fractions in airborne particulate matter. Anal Bioanal Chem 409, 2747–2756 (2017). https://doi.org/10.1007/s00216-017-0219-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00216-017-0219-8

Keywords

Navigation