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Streamlining Quantification and Data Harmonization of Polychlorinated Alkanes Using a Platform-Independent Workflow
Linköping University, Department of Physics, Chemistry and Biology, Chemistry. Linköping University, Faculty of Science & Engineering.ORCID iD: 0009-0000-5823-7105
Department of Chemistry; Norwegian University of Science and Technology.ORCID iD: 0000-0002-2043-8128
Environmental Chemistry and Health Effects; NILU.ORCID iD: 0009-0005-3479-2362
State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences; Chinese Academy of Sciences; School of Environment, Hangzhou Institute for Advanced Study; University of Chinese Academy of Sciences.ORCID iD: 0000-0002-7553-3325
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2025 (English)In: Environmental Science and Technology, ISSN 0013-936X, E-ISSN 1520-5851, Vol. 59, no 41, p. 22074-22084Article in journal (Refereed) Published
Abstract [en]

Reliable quantification of polychlorinated alkanes (PCAs) remains a major challenge, hindering environmental research across diverse matrices. Each sample can contain over 500 homologue groups, collectively producing >1000 m/z ratios that require interference checks. High-resolution mass spectrometry methods vary in ionization signals and data formats and require specialized algorithms for quantification. CPxplorer streamlines data processing through the integration of three modules: (1) CPions generates target ion sets and isotopic thresholds for compound identification into the next module; (2) Skyline performs instrument-independent data integration, interference evaluation, and homologue profiling; and (3) CPquant deconvolves homologues and reports concentrations using reference standards and homologue profiles from Skyline. Evaluation of the workflow with NIST-SRM-2585 dust and ERM-CE100 fish tissue material yielded comparable results across raw data formats from different instruments. Further applications of CPxplorer across diverse matrices, including indoor dust, organic films, silicone wrist bands, and food samples, demonstrated the usefulness in biological and environmental monitoring. Compared to existing tools limited to qualitative detection, CPxplorer enables quantitative outputs, reduces processing time, and expands functionality to PCA-like substances (e.g., BCAs) and PCA degradation products (e.g., OH-PCAs). CPxplorer reduces learning barriers, empowers users to quantify PCAs across various analytical instruments, and contributes to generating comparable results in the field.

Place, publisher, year, edition, pages
American Chemical Society (ACS) , 2025. Vol. 59, no 41, p. 22074-22084
Keywords [en]
polychlorinated alkanes; chlorinated paraffins; quantification; data harmonization; persistentorganic pollutants; analytical method
National Category
Analytical Chemistry
Identifiers
URN: urn:nbn:se:liu:diva-218725DOI: 10.1021/acs.est.5c04928ISI: 001591446200001PubMedID: 41065412Scopus ID: 2-s2.0-105019094841OAI: oai:DiVA.org:liu-218725DiVA, id: diva2:2006386
Funder
Swedish Research Council Formas, 2020-01067Swedish Research Council Formas, 2020-01163Carl Tryggers foundation , CTS 24:3351Swedish Environmental Protection Agency, 219-23-004
Note

Funding Agencies|National Natural Science Foundation of China [2020-01163, 2020-01067]; Swedish Research Council for Environment, Agricultural Sciences, and Spatial Planning (FORMAS) [CTS 24:3351]; Carl Trygger Foundation [219-23-004]; Swedish Environmental Protection Agency [W2411007]; National Science Foundation of China

Available from: 2025-10-14 Created: 2025-10-14 Last updated: 2026-08-13
In thesis
1. Improved Workflows for Holistic Insights into Indoor Distribution and Human Exposure to Polychlorinated Alkanes
Open this publication in new window or tab >>Improved Workflows for Holistic Insights into Indoor Distribution and Human Exposure to Polychlorinated Alkanes
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Polychlorinated n-alkanes (PCAs), the main component of chlorinated paraffin mixtures (CPs), are complex industrial chemicals widely used as plasticizers, flame retardants, and additives in numerous commercial products and building materials. Due to their persistence, bioaccumulative potential, and widespread use, PCAs are ubiquitous in environmental and biological matrices. However, their extreme compositional complexity hinders harmonized analytical methodologies and toxicological information, challenging exposure assessment and risk evaluation.

The overall objective of this thesis was to improve the understanding of human exposure to PCAs. To contribute to this goal, the thesis aimed to develop analytical workflows, investigate PCA contamination in indoor environments, assess human exposure, and identify important exposure sources and pathways.

To address analytical challenges, CPxplorer, a harmonized high-resolution mass spectrometry-based data analysis workflow, was developed for the identification and quantification of PCAs and related compounds. The workflow was successfully applied across different instrumental platforms and matrices, including indoor dust, indoor organic films (IOFs), silicone wristbands (SWBs), food, and human serum, improving analytical consistency and comparability.

Indoor dust and IOFs collected from Swedish homes, schools, offices, and sport halls revealed widespread PCA contamination. Medium-chain PCAs (ΣPCAs-C14–17) dominated most indoor matrices, while differences between dust and IOFs reflected matrix-specific partitioning and accumulation processes. Ventilation, cleaning practices, and indoor activities influenced PCA concentrations and patterns, although no single factor fully explained the observed variability.

Human exposure assessment demonstrated that PCA exposure is highly multipathway. Estimated dietary intake exceeded exposure estimates derived from indoor matrices, indicating that food likely represents the major contributor to total external exposure. Nevertheless, chemical forensic fingerprinting analyses showed that PCA homologue patterns measured in serum were more similar to indoor dust and IOFs than to food. Likewise, PCA profiles measured in SWBs were well reconstructed using PCA patterns in indoor environmental matrices, highlighting indoor environments, particularly homes, as important exposure scenarios. These findings suggest that the pathways contributing most to total exposure are not necessarily those most strongly reflected in internal exposure profiles, likely due to variation in homologue-specific bioavailability and toxicokinetics.

Overall, this thesis demonstrates that understanding human exposure to PCAs requires integrated analytical, environmental, and biomonitoring approaches. The results provide new insights into PCA occurrence, partitioning behavior, exposure pathways, and internal exposure patterns, while also contributing methodological tools to support future monitoring, exposure assessment, and regulatory efforts aimed at reducing human exposure to these persistent contaminants.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2026. p. 70
Series
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2528
Keywords
Chlorinated Paraffins, Polychlorinated Alkanes, Analytical Chemistry, Indoor Environment, Human Exposure
National Category
Organic Chemistry Occupational Health and Environmental Health
Identifiers
urn:nbn:se:liu:diva-226718 (URN)10.3384/9789181185843 (DOI)9789181185836 (ISBN)9789181185843 (ISBN)
Public defence
2026-09-11, Planck, F Building, Campus Valla, Linköping, 09:15 (English)
Opponent
Supervisors
Available from: 2026-08-13 Created: 2026-08-13 Last updated: 2026-08-13Bibliographically approved

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Wang, Thanh

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