Evidence map›Paper›PMID 41425324›Full record

ArticleACS measurement science au2025

An Advanced Gas Chromatography-Mass Spectrometry Workflow for High-Confidence Non-Targeted Screening of Non-Intentionally Added Substances in Recycled Plastics.

Hengyu Lin, Conner Stultz, James Griffith, Junho Jeon, Julibeth M Martinez De La Hoz, Peilin Yang

Abstract read
In one paragraph

Article in ACS measurement science au, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hengyu LinCore R&D Analytical Science, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.
Conner StultzCore R&D Analytical Science, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.
James GriffithCore R&D Analytical Science, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.
Junho JeonCore R&D Analytical Science, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.ORCID https://orcid.org/0009-0002-9067-6807
Julibeth M Martinez De La HozIndustrial Solutions R&D, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.
Peilin YangCore R&D Analytical Science, The Dow Chemical Company, Lake Jackson, Texas 77566, United States.ORCID https://orcid.org/0000-0003-0984-9847

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As circularity grows in the global economy, recycling has become more relevant in the plastic materials industry. Recycled plastics, sourced from various origins, can contain numerous non-intentionally added substances such as organic contaminants, polymer degradation products, and consumer residues. The confident identification of contaminants has become an important step in the quality assessment of the recycled material and the evaluation of cleaning processes. However, traditional one-dimensional gas chromatography often encounters challenges in reporting accurate results for these complex samples. In this work, we combine a cryogen-free comprehensive two-dimensional gas chromatographic separation coupled with high-resolution mass spectrometry and a new confidence-level-based data reporting workflow to achieve more rigorous and higher-confidence identification of nontargeted species in recycled plastics. We propose four confidence levels, and seven confidence descriptor classifications based on mass spectral matching, retention index matching, and mass accuracy from high-resolution mass spectral data. The workflow was applied to postconsumer recycled plastics before and after the cleaning process. Higher than 70% of identifications are made with medium-to-high confidence. About 50% more peaks are separated and identified by the workflow compared to traditional one-dimensional separation without significant increase in data collection and analysis time. The workflow was validated by recycled plastics spiked with 26 known compounds of environmental relevance covering a broad range of chemical structures.

Indexed as

GC × GCidentification confidencenon-intentionally added substances (NIAS)non-targeted screeningpostconsumer recyclingq-TOFreversed-flow modulation

Identifiers

PMID41425324
PMCPMC12715734

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.