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Record W4414522679 · doi:10.1016/j.fct.2025.115730

Toxicological responses in F344 rats following repeated dose sub-acute and sub-chronic dietary exposures to the food processing-induced contaminant 2-monochloro-1,3-propanediol (2-MCPD)

2025· article· en· W4414522679 on OpenAlexafffund
Jennifer Roberts, Don Caldwell, Tony S. N. Zhao, Syed A. Aziz, Jayadev Raju

Bibliographic record

VenueFood and Chemical Toxicology · 2025
Typearticle
Languageen
FieldChemistry
TopicDye analysis and toxicity
Canadian institutionsHealth Canada
FundersHealth Canada
KeywordsWeanlingBioassayToxicityAdverse effectNo-observed-adverse-effect levelHistopathologyCardiotoxicity

Abstract

fetched live from OpenAlex

In addressing a regulatory toxicological data gap to identify the hazard of the process-induced food contaminant 2-monochloro-1,3-diol (2-MCPD), two independent live bioassays were conducted according to the OECD TG-407 and -408. Weanling F344 rats (n = 10-12 rats/group/sex) were fed AIN-93G diets containing 2-MCPD to provide estimated daily doses of (a) 0 (control), 25 or 50 mg/kg BW for 28 days, and (b) 0 (control), 0.5, 2, 10 or 40 mg/kg BW for 90 days. Toxicological apical endpoints including histopathology were evaluated. In both studies, compared to the respective controls, the most critical 2-MCPD response was observed in the hearts; with secondary effects in the spleen and kidneys. Relative heart weights were increased in both sexes, together with non-neoplastic lesions in females (at 50 mg/kg BW), and in both males and females (at 40 mg/kg BW g). For the hearts, no-observed adverse effect levels (NOAELs) of 2-MCPD exposure were determined as 50 and 10 mg/kg BW for males, and 25 and 10 mg/kg BW for females, in the 28- and 90-day studies, respectively. These two regulatory-compliant rodent bioassays provide hazard identification data that strongly determined cardiotoxicity as the primary adverse outcome of 2-MCPD when exposed through the diet.

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 score0.005
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.022
GPT teacher head0.275
Teacher spread0.253 · 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

Citations1
Published2025
Admission routes2
Has abstractno

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