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Spaan, K. M. (2024). Characterizing the organohalogen iceberg. (Doctoral dissertation). Stockholm: Department of Environmental Science, Stockholm University
Open this publication in new window or tab >>Characterizing the organohalogen iceberg
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Organohalogen compounds (OHCs) represent a diverse group of organic substances containing fluorine, chlorine, bromine and/or iodine, many of which are well-known for their environmental persistence, bioaccumulation and toxicity. Despite regulations and bans on several problematic OHCs, new compounds continue to emerge as replacements, challenging existing analytical techniques. The concept of the OHC “iceberg” is that we only measure a fraction (“the tip”) of all OHCs in a sample. This thesis aims to quantify the size of the OHC iceberg and apply state-of-the-art analytical techniques to identify the part we cannot see. To achieve this, extractable organohalogen (EOX; where X = F, Cl, or Br) mass balance methods were developed and applied, using a combination of combustion ion chromatography (CIC) and target analyses. Subsequently, high resolution mass spectrometry (HRMS)-based suspect and nontarget screening approaches were applied to further characterize the unknown fractions of EOX.

The lack of standardization for extractable organofluorine (EOF) mass balance methods has raised concerns about data reproducibility. In Paper I, an interlaboratory comparison was conducted to assess the fluorine mass balance method across three laboratories, using both water and sludge samples. The EOF-CIC method demonstrated promising accuracy and robustness, over a wide range of concentrations (60 to 2500 ng/L F). Paper II presents the first multi-halogen mass balance in wastewater treatment plant (WWTP) sludge, a useful approach to prioritize samples for follow-up investigation. Total halogen (TX) and EOX were determined in municipal sewage sludge as well as in standard reference materials (SRMs). Chlorinated paraffins (CPs) made up ~92% of extractable organochlorine (EOCl), while brominated flame retardants accounted for ~54% of extractable organobromine (EOBr) and per- and polyfluoroalkyl substances (PFAS) accounted for only 2% of the EOF. Additionally, unidentified EOF in non-polar CP extracts suggest the existence of organofluorine(s) with chemical properties unlike those of conventional PFAS. In Paper III the unknown fraction of EOF in WWTP sludge was further investigated, focusing on fluoropharmaceuticals and -pesticides. HRMS-based suspect screening was applied and sixteen pharmaceutical substances (including transformation products [TPs]), one pesticide and thirteen conventional PFAS were confirmed at confidence levels 1-4. Although the newly detected organofluorine compounds contained few fluorine atoms, their high concentrations resulted in significant contributions to the EOF. The known EOF fraction increased from 2% to 27% identified, of which ~22% was accounted for by fluoropharmaceuticals. In Paper IV, sludge and SRM extracts from Paper II containing unidentified EOCl and EOBr were reanalyzed using HRMS with ion mobility (IM) separation. Out of 17,982 peaks, 3,890 were prioritized using isotope patterns, collision cross section (CCS) values, and mass defect filters, resulting in the detection of 54 legacy OHCs and 30 unknown OHCs, of which 11 were tentatively identified. 

Place, publisher, year, edition, pages
Stockholm: Department of Environmental Science, Stockholm University, 2024. p. 27
Keywords
Organohalogen compounds, combustion ion chromatography, mass balance, sewage treatment plant sludge, suspect screening, nontarget screening
National Category
Analytical Chemistry Environmental Sciences
Research subject
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-234938 (URN)978-91-8107-000-2 (ISBN)978-91-8107-001-9 (ISBN)
Public defence
2024-12-13, De Geersalen, Geovetenskapens hus, Svante Arrhenius väg 14 and online via Zoom, public link is available at the department website, Stockholm, 09:30 (English)
Opponent
Supervisors
Funder
Swedish Research Council Formas, Grant 2018-00801
Available from: 2024-11-20 Created: 2024-10-28 Last updated: 2024-11-08Bibliographically approved
Spaan, K. M., Yuan, B., Plassmann, M., Benskin, J. P. & de Wit, C. A. (2023). Characterizing the Organohalogen Iceberg: Extractable, Multihalogen Mass Balance Determination in Municipal Wastewater Treatment Plant Sludge. Environmental Science and Technology, 57(25), 9309-9320
Open this publication in new window or tab >>Characterizing the Organohalogen Iceberg: Extractable, Multihalogen Mass Balance Determination in Municipal Wastewater Treatment Plant Sludge
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2023 (English)In: Environmental Science and Technology, ISSN 0013-936X, E-ISSN 1520-5851, Vol. 57, no 25, p. 9309-9320Article in journal (Refereed) Published
Abstract [en]

The large number and diversity of organohalogen compounds(OHCs)occurring in the environment poses a grand challenge to analyticalchemists. Since no single targeted method can identify and quantifyall OHCs, the size of the OHC iceberg may be underestimated.We sought to address this problem in municipal wastewater treatmentplant (WWTP) sludge by quantifying the unidentified fraction of theOHC iceberg using targeted analyses of major OHCs together with measurementsof total and extractable (organo)halogen (TX and EOX, respectively;where X = F, Cl, or Br). In addition to extensive method validationvia spike/recovery and combustion efficiency experiments, TX and/orEOX were determined in reference materials (BCR-461 and NIST SRMs2585 and 2781) for the first time. Application of the method to WWTPsludge revealed that chlorinated paraffins (CPs) accounted for most(similar to 92%) of the EOCl, while brominated flame retardants and per-and polyfluoroalkyl substances (PFAS) accounted for only 54% of theEOBr and 2% of the EOF, respectively. Moreover, unidentified EOF innonpolar CP extracts points to the existence of organofluorine(s)with physical-chemical properties unlike those of target PFAS.This study represents the first multihalogen mass balance in WWTPsludge and offers a novel approach to prioritization of sample extractsfor follow-up investigation. A multihalogenmass balance experiment in WWTP sludge revealedhigh levels of unidentified organofluorine and organobromine. Organochlorinewas characterized mainly by chlorinated paraffins.

Keywords
EOX, CIC, PFAS, chlorinated paraffins, brominated flame retardants, sewage sludge
National Category
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-229557 (URN)10.1021/acs.est.3c01212 (DOI)001004321900001 ()37306662 (PubMedID)2-s2.0-85163889419 (Scopus ID)
Available from: 2024-05-24 Created: 2024-05-24 Last updated: 2024-10-28Bibliographically approved
Haque, F., Soerensen, A. L., Sköld, M., Awad, R., Spaan, K. M., Lauria, M. Z., . . . Benskin, J. P. (2023). Per- and polyfluoroalkyl substances (PFAS) in white-tailed sea eagle eggs from Sweden: temporal trends (1969-2021), spatial variations, fluorine mass balance, and suspect screening. Environmental Science: Processes & Impacts, 25(9), 1549-1563
Open this publication in new window or tab >>Per- and polyfluoroalkyl substances (PFAS) in white-tailed sea eagle eggs from Sweden: temporal trends (1969-2021), spatial variations, fluorine mass balance, and suspect screening
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2023 (English)In: Environmental Science: Processes & Impacts, ISSN 2050-7887, E-ISSN 2050-7895, Vol. 25, no 9, p. 1549-1563Article in journal (Refereed) Published
Abstract [en]

Temporal and spatial trends of 15 per- and polyfluoroalkyl substances (PFAS) were determined in white-tailed sea eagle (WTSE) eggs (Haliaeetus albicilla) from two inland and two coastal regions of Sweden between 1969 and 2021. PFAS concentrations generally increased from ∼1969 to ∼1990s–2010 (depending on target and site) and thereafter plateaued or declined, with perfluorooctane sulfonamide (FOSA) and perfluorooctane sulfonate (PFOS) declining faster than most perfluoroalkyl carboxylic acids (PFCAs). The net result was a shift in the PFAS profile from PFOS-dominant in 1969–2010 to an increased prevalence of PFCAs over the last decade. Further, during the entire period higher PFAS concentrations were generally observed in coastal populations, possibly due to differences in diet and/or proximity to more densely populated areas. Fluorine mass balance determination in pooled samples from three of the regions (2019–2021) indicated that target PFAS accounted for the vast majority (i.e. 81–100%) of extractable organic fluorine (EOF). Nevertheless, high resolution mass-spectrometry-based suspect screening identified 55 suspects (31 at a confidence level [CL] of 1–3 and 24 at a CL of 4–5), of which 43 were substances not included in the targeted analysis. Semi-quantification of CL ≤ 2 suspects increased the identified EOF to >90% in coastal samples. In addition to showing the impact of PFAS regulation and phase-out initiatives, this study demonstrates that most extractable organofluorine in WTSE eggs is made up of known (legacy) PFAS, albeit with low levels of novel substances.

National Category
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-223931 (URN)10.1039/d3em00141e (DOI)001069873000001 ()37622471 (PubMedID)2-s2.0-85170535716 (Scopus ID)
Available from: 2023-11-29 Created: 2023-11-29 Last updated: 2023-11-29Bibliographically approved
Spaan, K. M., Seilitz, F., Plassmann, M. M., de Wit, C. A. & Benskin, J. P. (2023). Pharmaceuticals Account for a Significant Proportion of the Extractable Organic Fluorine in Municipal Wastewater Treatment Plant Sludge. Environmental Science and Technology Letters, 10(4), 328-336
Open this publication in new window or tab >>Pharmaceuticals Account for a Significant Proportion of the Extractable Organic Fluorine in Municipal Wastewater Treatment Plant Sludge
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2023 (English)In: Environmental Science and Technology Letters, E-ISSN 2328-8930, Vol. 10, no 4, p. 328-336Article in journal (Refereed) Published
Abstract [en]

Fluorine mass balance studies have shown that monomeric per- and polyfluoroalkyl substances (PFAS) with perfluoroalkyl chain lengths of ∼5–14 carbon atoms (i.e., “conventional” PFAS) account for a fraction (∼2%) of the extractable organic fluorine (EOF) in municipal wastewater treatment plant (WWTP) sludge. The identity of the remaining EOF has thus far been unclear but may be partly attributable to fluorine-containing pharmaceuticals and pesticides used throughout society. To test this hypothesis, we applied high resolution mass spectrometry-based suspect screening to samples of municipal WWTP sludge which had been previously subjected to a fluorine mass balance. Sixteen pharmaceutical substances (including transformation products [TPs]), one pesticide, and thirteen conventional PFAS were confirmed at confidence levels 1–4 and (semi)quantified, revealing concentrations ranging from 0.07 to 155 ng/g dw. Notably, eight pharmaceutical substances did not meet the OECD definition of PFAS. When converted to fluorine equivalents, the newly detected organofluorine substances increased the percentage of known EOF from ∼2% to ∼27%, of which ∼22% was attributed to pharmaceutical and pesticide substances, with the greatest contributions from ticagrelor TP (4.0%), ezetimibe (3.9%), and bicalutamide (3.5%). These data highlight the importance of considering both unconventional and non-PFAS organofluorine substances in addition to conventional PFAS when closing the organofluorine mass balance in WWTP sludge.

Keywords
Organofluorine mass balance, EOF, PFAS, pharmaceuticals, pesticides, suspect screening, HRMS, sewage sludge
National Category
Environmental Engineering Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:su:diva-217099 (URN)10.1021/acs.estlett.3c00108 (DOI)000965822900001 ()2-s2.0-85151389617 (Scopus ID)
Available from: 2023-05-24 Created: 2023-05-24 Last updated: 2025-01-31Bibliographically approved
Kärrman, A., Yeung, L. W. Y., Spaan, K. M., Lange, F. T., Nguyen, M. A., Plassmann, M., . . . Benskin, J. P. (2021). Can determination of extractable organofluorine (EOF) be standardized? First interlaboratory comparisons of EOF and fluorine mass balance in sludge and water matrices. Environmental Science: Processes & Impacts (10)
Open this publication in new window or tab >>Can determination of extractable organofluorine (EOF) be standardized? First interlaboratory comparisons of EOF and fluorine mass balance in sludge and water matrices
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2021 (English)In: Environmental Science: Processes & Impacts, ISSN 2050-7887, E-ISSN 2050-7895, no 10Article in journal (Refereed) Published
Abstract [en]

The high proportion of unidentified extractable organofluorine (EOF) observed globally in humans and the environment indicates widespread occurrence of unknown per- and polyfluoroalkyl substances (PFAS). However, efforts to standardize or assess the reproducibility of EOF methods are currently lacking. Here we present the first EOF interlaboratory comparison in water and sludge. Three participants (four organizations) analyzed unfortified and PFAS-fortified ultrapure water, two unfortified groundwater samples, unfortified wastewater treatment plant effluent and sludge, and an unfortified groundwater extract. Participants adopted common sample handling strategies and target lists for EOF mass balance but used in-house combustion ion-chromatography (CIC) and liquid chromatography-tandem mass spectrometry (LC-MS/MS) methods. EOF accuracy ranged from 85-101% and 76-109% for the 60 and 334 ng L-1 fluorine (F) - fortified water samples, respectively, with between-laboratory variation of 9-19%, and within-laboratory variation of 3-27%. In unfortified sludge and aqueous samples, between-laboratory variation ranged from 21-37%. The contribution from sum concentrations of 16 individual PFAS ( n-ary sumation PFAS-16) to EOF ranged from 2.2-60% but extended analysis showed that other targets were prevalent, in particular ultra-short-chain perfluoroalkyl acids (e.g. trifluoroacetic acid) in aqueous samples and perfluoroalkyl acid-precursors (e.g. polyfluoroalkyl phosphate diesters) in sludge. The EOF-CIC method demonstrated promising accuracy, robustness and reporting limits but poor extraction efficiency was observed for some targets (e.g. trifluoroacetic acid).

National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:su:diva-197891 (URN)10.1039/d1em00224d (DOI)000697519700001 ()34546240 (PubMedID)
Available from: 2021-10-18 Created: 2021-10-18 Last updated: 2025-02-07Bibliographically approved
Spaan, K. M., van Noordenburg, C., Plassmann, M. M., Schultes, L., Shaw, S., Berger, M., . . . Benskin, J. P. (2020). Fluorine Mass Balance and Suspect Screening in Marine Mammals from the Northern Hemisphere. Environmental Science and Technology, 54(7), 4046-4058
Open this publication in new window or tab >>Fluorine Mass Balance and Suspect Screening in Marine Mammals from the Northern Hemisphere
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2020 (English)In: Environmental Science and Technology, ISSN 0013-936X, E-ISSN 1520-5851, Vol. 54, no 7, p. 4046-4058Article in journal (Refereed) Published
Abstract [en]

There is increasing evidence that the similar to 20 routinely monitored perfluoroalkyl and polyfluoroalkyl substances (PFASs) account for only a fraction of extractable organofluorine (EOF) occurring in the environment. To assess whether PFAS exposure is being underestimated in marine mammals from the Northern Hemisphere, we performed a fluorine mass balance on liver tissues from 11 different species using a combination of targeted PFAS analysis, EOF and total fluorine determination, and suspect screening. Samples were obtained from the east coast United States (US), west and east coast of Greenland, Iceland, and Sweden from 2000 to 2017. Of the 36 target PFASs, perfluorooctane sulfonate (PFOS) dominated in all but one Icelandic and three US samples, where the 7:3 fluorotelomer carboxylic acid (7:3 FTCA) was prevalent. This is the first report of 7:3 FTCA in polar bears (similar to 1000 ng/g, ww) and cetaceans (<6-190 ng/g, ww). In 18 out of 25 samples, EOF was not significantly greater than fluorine concentrations derived from sum target PFASs. For the remaining 7 samples (mostly from the US east coast), 30-75% of the EOF was unidentified. Suspect screening revealed an additional 37 PFASs (not included in the targeted analysis) bringing the total to 63 detected PFASs from 12 different classes. Overall, these results highlight the importance of a multiplatform approach for accurately characterizing PFAS exposure in marine mammals.

National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:su:diva-181866 (URN)10.1021/acs.est.9b06773 (DOI)000526418000036 ()32160740 (PubMedID)
Available from: 2020-05-26 Created: 2020-05-26 Last updated: 2025-02-07Bibliographically approved
Schultes, L., van Noordenburg, C., Spaan, K. M., Plassmann, M. M., Simon, M., Roos, A. & Benskin, J. P. (2020). High Concentrations of Unidentified Extractable Organofluorine Observed in Blubber from a Greenland Killer Whale (Orcinus orca). Environmental Science and Technology Letters, 7(12), 909-915
Open this publication in new window or tab >>High Concentrations of Unidentified Extractable Organofluorine Observed in Blubber from a Greenland Killer Whale (Orcinus orca)
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2020 (English)In: Environmental Science and Technology Letters, E-ISSN 2328-8930, Vol. 7, no 12, p. 909-915Article in journal (Refereed) Published
Abstract [en]

It is generally accepted that per- and polyfluoroalkyl substances (PFASs) occur primarily in protein-rich tissues such as blood and liver, but few studies have examined the occurrence of legacy and novel PFASs in lipid-rich tissues such as blubber. Here we report the distribution of 24 PFASs, total fluorine, and extractable organic fluorine (EOF) in eight different tissues of a killer whale (Orcinus orca) from East Greenland. The sum of target PFAS concentrations was highest in liver (352 ng/g of wet weight) and decreased in the following order: blood > kidney approximate to lung approximate to ovary > skin approximate to muscle approximate to blubber. Most of the EOF consisted of known PFASs in all tissues except blubber, which displayed the highest concentration of EOF, almost none of which was attributed to targeted PFASs. Suspect screening using high-resolution mass spectrometry revealed the presence of additional PFASs but is unlikely to explain the high concentrations of EOF in blubber. While the identity of this unknown organofluorine and its pervasiveness in marine mammals require further investigation, this work suggests that exposure of killer whales to organofluorine substances may be underestimated by determination of legacy PFASs exclusively in liver or blood.

National Category
Earth and Related Environmental Sciences
Identifiers
urn:nbn:se:su:diva-190675 (URN)10.1021/acs.estlett.0c00661 (DOI)000599321700007 ()
Available from: 2021-03-02 Created: 2021-03-02 Last updated: 2025-02-07Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-0792-513x

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