Nontarget Mass Spectrometry Reveals New Perfluoroalkyl Substances in Fish from the Yangtze River and Tangxun Lake, China
Abstract
Nontarget high-resolution mass spectrometry (Nt-HRMS) has been proven useful for the identification of unknown poly- and perfluoroalkyl substances (PFASs) in commercial products and water, but applications to biological samples are limited. China is the major PFAS-manufacturing nation; thus, here, we adapted our Nt-HRMS methods to fish collected from the Yangtze River and Tangxun Lake to discover potentially bioaccumulative PFASs in aquatic organisms destined for human consumption. In addition to traditional PFASs, over 330 other fluorinated analytes belonging to 10 classes of PFASs were detected among the pooled fish livers, including 6 sulfonate classes, 2 amine classes, 1 carboxylate class, and 1 N-heterocycle class. One class was detected in samples from both locations, 8 classes were detected exclusively in Tangxun Lake fish, and 1 class was detected exclusively in Yangtze River fish, 10 km downstream of a fluorochemical manufacturing site where we first reported these substances in wastewater 3 years ago. Overall, 4 of the PFAS classes (>165 analytes) are reported for the first time here. Wider monitoring and toxicological testing should be a priority for understanding the health risks posed to people and wildlife exposed to these substances.
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Since 2010, unknown PFAS discovery has been reported in commercial products, environmental samples, and biological matrices.
“Since 2010 there have been reports of unknown PFAS discovery in commercial products (e.g.aqueous film-forming foams (AFFFs) [29e31], surfactant concentrates [30e33]), in environmental samples (e.g.water [34e39], sediment [38], soil [40], airborne particulate matter [41] and concrete [40]) and in biological matrices (e.g.fish liver [42], polar bear [43] and human serum [44]).”
Some recent discoveries are legacy substances likely present in the environment for more than 40 years already.
“Among such recent contaminant discoveries, some are PFAA-precursors (e.g.perfluorooctaneamido quaternary ammonium salt [32]) that could contribute to environmental PFAA exposure for years to come [45], some are legacy substances likely present in the environment for more than 40 years already (e.g.chlorinated perfluoroether sulfonates [42]), while others are likely new current-use alternatives (e.”
Liu et al. [42] tentatively proposed a new class of perfluorinated N-heterocycles in fish liver with a confidence level of 3.
“For example, despite more than 5000 known PFASs in all available databases, Liu et al. [42] tentatively proposed a new class of perfluorinated N-heterocycles in fish liver with a confidence level of 3.”
TOF, Orbitrap, and FTICR are three HRMS technologies already proven as useful tools in PFAS discovery.
“TOF [29e32,35,39e41], Orbitrap [34,37,38,42] and Fouriertransform ion cyclotron resonance (FTICR) [30] are three HRMS technologies already proven as useful tools in PFAS discovery.”
Substantial direct evidence of unresolved structural isomers from electrochemical fluorination has been observed in some nontarget studies with chromatography, but other studies used infusion which masks isomers for each distinct homologue.
“Substantial direct evidence of such isomers has been observed in some nontarget studies with chromatography [30,31,42] (Table 2), but others used infusion which masks any isomers for each distinct homologue.”
Chromatography can help separate PFAS isomers, thereby maximizing discovery potential and revealing mass spectra of pure compounds.
“Moreover, commercially relevant PFASs are often composed of multiple structural isomers (i.e. with the same exact mass) [5,59], thus the use of chromatography can also help to separate isomers [31,42], thereby maximizing the discovery potential and revealing mass spectra of pure compounds.”
Novel PFAS have been identified by suspected and non-targeted screening of airborne particles, water, sediments and biological samples.
“Novel PFAS have been identified by suspected and non-targeted screening of airborne particles [16], water [17], sediments [17] and biological samples [18,19] (Table 1).”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
New classes of PFAS have been identified in the environment and are gaining worldwide attention.
“New classes of PFAS have been identified in the environment and are gaining worldwide attention.”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
Identification of novel PFAS in biological samples, including cations and zwitterions, has been initiated in various matrices.
“Furthermore, identification of novel PFAS in biological samples, including cations and zwitterions, has been initiated in various matrices [18].”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
In addition to original PFAS, novel PFAS have been detected in biological samples in accordance with the phasing out of original PFAS and a shift toward manufacturing alternatives.
“In addition to original PFAS, novel PFAS have been detected in biological samples in accordance with the phasing out of original PFAS and a shift toward manufacturing alternatives [18,78,80,82,83].”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
Over 300 novel PFAS belonging to 10 different classes were discovered in pooled fish liver samples collected in China.
“Discovery of over 300 novel PFAS belonging to 10 different classes in pooled fish liver samples collected in China [18]”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
In-source fragmentation flagging scans for anionic PFAS have proved effective in some recent studies.
“In-source fragmentation flagging scans for anionic PFAS have proved effective in some recent studies [18].”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
A recent report identified four new classes of PFAS consisting of more than 165 PFAS compounds in pooled fish samples collected downstream from a fluorochemical manufacturing site.
“A recent report identified four new classes of PFAS consisting of more than 165 PFAS compounds in pooled fish samples collected downstream from a fluorochemical manufacturing site [18].”
From Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment (2019) · cites this paper as [18]
Cites
Identifying Small Molecules via High Resolution Mass Spectrometry: Communicating Confidence
Schymanski, E. L., Jeon, J., Gulde, R., Fenner, K., Ruff, M., Singer, H. P., & Hollender, J. (2014) · Environmental Science & Technology · doi:10.1021/es5002105 · Cited by 4,519 · see citing works
Global Distribution of Perfluorooctane Sulfonate in Wildlife
Giesy, J. P., & Kannan, K. (2001) · Environmental Science & Technology · doi:10.1021/es001834k · Cited by 2,750 · see citing works
Wang, Z., Cousins, I. T., Scheringer, M., & Hungerbühler, K. (2013) · Environment International · doi:10.1016/j.envint.2013.08.021 · Cited by 924 · see citing works
Gebbink, W. A., van Asseldonk, L., & van Leeuwen, S. P. J. (2017) · Environmental Science & Technology · doi:10.1021/acs.est.7b02488 · Cited by 438 · see citing works
Zhou, Z., Liang, Y., Shi, Y., Xu, L., & Cai, Y. (2013) · Environmental Science & Technology · doi:10.1021/es402120y · Cited by 324 · see citing works
Martin, J. W., Asher, B. J., Beesoon, S., Benskin, J. P., & Ross, M. S. (2010) · Journal of Environmental Monitoring · doi:10.1039/c0em00295j · Cited by 311 · see citing works
Self-citationLand, M., de Wit, C. A., Bignert, A., Cousins, I. T., Herzke, D., Johansson, J. H., & Martin, J. W. (2018) · Environmental Evidence · doi:10.1186/s13750-017-0114-y · Cited by 219 · see citing works
Self-citationde Solla, S. R., De Silva, A. O., & Letcher, R. J. (2012) · Environment International · doi:10.1016/j.envint.2011.09.011 · Cited by 198 · see citing works
Rotander, A., Kärrman, A., Toms, L.-M. L., Kay, M., Mueller, J. F., & Gómez Ramos, M. J. (2015) · Environmental Science & Technology · doi:10.1021/es503653n · Cited by 172 · see citing works
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Kurwadkar, S., Dane, J., Kanel, S. R., Nadagouda, M. N., Cawdrey, R. W., Ambade, B., Struckhoff, G. C., & Wilkin, R. (2022) · Science of The Total Environment · doi:10.1016/j.scitotenv.2021.151003 · Cited by 937 · see citing works
De Silva, A. O., Armitage, J. M., Bruton, T. A., Dassuncao, C., Heiger-Bernays, W., Hu, X. C., Kärrman, A., Kelly, B., Ng, C., Robuck, A., et al. (2020) · Environmental Toxicology and Chemistry · doi:10.1002/etc.4935 · Cited by 835 · see citing works
Worldwide trends in tracing poly- and perfluoroalkyl substances (PFAS) in the environment
Nakayama, S. F., Yoshikane, M., Onoda, Y., Nishihama, Y., Iwai-Shimada, M., Takagi, M., Kobayashi, Y., & Isobe, T. (2019) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2019.02.011 · Cited by 399 · see citing works
Liu, Y., D'Agostino, L. A., Qu, G., Jiang, G., & Martin, J. W. (2019) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2019.02.021 · Cited by 344 · see citing works
Self-citationWang, X., Yu, N., Qian, Y., Shi, W., Zhang, X., Geng, J., Yu, H., & Wei, S. (2020) · Water Research · doi:10.1016/j.watres.2020.115989 · Cited by 179 · see citing works
Guillette, T. C., McCord, J., Guillette, M., Polera, M. E., Rachels, K. T., Morgeson, C., Kotlarz, N., Knappe, D. R. U., Reading, B. J., Strynar, M., et al. (2020) · Environment International · doi:10.1016/j.envint.2019.105358 · Cited by 164 · see citing works
Analysis of emerging per- and polyfluoroalkyl substances: Progress and current issues
Pan, Y., Wang, J., Yeung, L. W. Y., Wei, S., & Dai, J. (2020) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2019.04.013 · Cited by 133 · see citing works
McDonough, C. A., Choyke, S., Ferguson, P. L., DeWitt, J. C., & Higgins, C. P. (2020) · Environmental Science & Technology · doi:10.1021/acs.est.0c00234 · Cited by 72 · see citing works
Koch, A., Yukioka, S., Tanaka, S., Yeung, L. W. Y., Kärrman, A., & Wang, T. (2021) · Chemosphere · doi:10.1016/j.chemosphere.2021.130179 · Cited by 40 · see citing works
- Authors
- Liu, Y., Qian, M., Ma, X., Zhu, L., & Martin, J. W.
- Affiliations
- University of Alberta (CA)
- WuXi AppTec (China) (CN)
- Nankai University (CN)
- Corresponding author
- Martin, Jonathan W.
- Venue
- Environmental Science & Technology
- Publisher
- American Chemical Society (ACS)
- Published
- 2018-04-16
- Volume
- 52
- Issue
- 10
- Pages
- 5830-5840
- ISSN
- 0013-936X (ISSN-L)
- 1520-5851
- OpenAlex
- W2799585005
- Cited by
- 115
- References
- 9
- Citations by year
- 2026: 7 · 2025: 12 · 2024: 17 · 2023: 21 · 2022: 12 · 2021: 11 · 2020: 22 · 2019: 11 · 2018: 2
- FWCI
- 6.02
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Environmental Science & Technology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Killam Trusts
- China Scholarship Council
- National Natural Science Foundation of China (21737003)
- Government of Canada (RGPIN-2016-06487)
- Topics
- Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Fluorine in Organic Chemistry
- Keywords
- perfluorinated compounds, PFAS, fish liver, bioaccumulation, Yangtze River, fluorinated compounds, food safety, aquatic organisms
- MeSH terms
- Animals, China, Environmental Monitoring, Fluorocarbons, Humans, Mass Spectrometry, Water Pollutants, Chemical, Lakes
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