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Record W4381376879 · doi:10.26434/chemrxiv-2023-pmxvc

Synthesis and Toxicity Evaluation of Tire Rubber-Derived Quinones

2023· preprint· en· W4381376879 on OpenAlexafffund
Pranav Nair, Jianxian Sun, Lin-Na Xie, Lisa M. Kennedy, Derek Kozakiewicz, Sonya Kleywegt, Chunyan Hao, Hannah Byun, Holly Barrett, Joshua Baker, J. J. Monaghan, Erik T. Krogh, Datong Song

Bibliographic record

VenueChemRxiv · 2023
Typepreprint
Languageen
FieldEnvironmental Science
TopicMicroplastics and Plastic Pollution
Canadian institutionsMinistry of the Environment, Conservation and ParksVancouver Island UniversityNautilus EnvironmentalUniversity of Toronto
FundersMinistère de l’Environnement, de la Protection de la nature et des ParcsGovernment of Ontario
KeywordsHydroxylationRainbow troutToxicityChemistryMetaboliteBioaccumulationQuinoneAcute toxicityStereochemistryBiotransformationBiochemistryEnzymeFish <Actinopterygii>Environmental chemistryOrganic chemistryBiology

Abstract

fetched live from OpenAlex

N-(1,3-Dimethylbutyl)-N'-phenyl-p-phenylenediamine-quinone (6PPD-Q), the tire rubber-derived transformation product of 6PPD, was recently discovered to cause the acute mortality of coho salmon (Oncorhynchus kisutch). Aiming to identify a potential nontoxic replacement antioxidant for 6PPD, we herein synthesized seven PPD-quinones with distinct side chains to investigate their structure-related toxicities in rainbow trout (Oncorhynchus mykiss). While 6PPD-Q exerted strong toxicity (96 h LC50 = 0.64 µg/L), toxicity was not observed for six other PPD-quinones despite their similar structures. The fish tissue concentrations of 6PPD-Q after exposure (0.8 µg/L) were comparable to the other PPD-quinones, which indicated that bioaccumulation levels were not the reason for the selective toxicity of 6PPD-Q. Hydroxylated PPD-quinones were detected as the predominant metabolites in fish tissue. Interestingly, a single major aromatic hydroxylation metabolite was detected for nontoxic PPD-quinones, but two abundant OH-6PPD-Q isomers were detected. MS2 spectra confirmed that hydroxylation occurred on the alkyl side chain for one isomer. Based on this fact, we suggested a ‘dual-action’ model wherein OH-6PPD-Q was generated by an enzyme with a high regioselectivity, which further attacks an unknown protein to cause lethality. This study reported the selective toxicity of 6PPD-Q and pinpointed the possibility for other PPDs to be applied as safe replacements of 6PPD.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.048
GPT teacher head0.261
Teacher spread0.213 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations20
Published2023
Admission routes2
Has abstractyes

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