Evidence map›Paper›PMID 41986931›Full record

ReviewBirth defects research2026

Mind the Litter: The Critical Role of Intralitter Variables in Reproductive and Developmental Toxicology Research.

Lauren T L Brown, Megan E Cull, Delaine Pereira, Perri M Grant, Louise M Winn

Abstract readReview
In one paragraph

Review in Birth defects research, 2026. 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

5 authors.

Lauren T L BrownDepartment of Biomedical and Molecular Sciences, Queen's University at Kingston, Kingston, Canada.ORCID 0009-0006-9067-3023
Megan E CullDepartment of Biomedical and Molecular Sciences, Queen's University at Kingston, Kingston, Canada.ORCID 0009-0004-1958-1914
Delaine PereiraDepartment of Biomedical and Molecular Sciences, Queen's University at Kingston, Kingston, Canada.
Perri M GrantDepartment of Biomedical and Molecular Sciences, Queen's University at Kingston, Kingston, Canada.
Louise M WinnDepartment of Biomedical and Molecular Sciences, Queen's University at Kingston, Kingston, Canada.ORCID 0000-0003-1088-5538

Funding

CIHR PJT-178075
6 · The paper itself

Abstract

backgroundAnimal models remain essential for understanding developmental toxicology, providing insights into how in utero exposures affect fetal and placental outcomes. Litter-bearing species are widely used due to their efficiency and reproducibility, but conventional approaches often summarize outcomes at the litter level, masking meaningful within-litter variability.

aimThis review highlights three primary sources of intralitter variability: litter size, uterine implantation location, and fetal sex, and their influence on fetal and placental growth, mortality, and malformations. DISCUSSION: Larger litters restrict fetal growth through intrauterine competition, while toxicant-induced changes in litter size can obscure or exaggerate effects. Implantation location within uterine horns influences perfusion, nutrient delivery, and local exposure to hormones or toxicants, introducing spatially dependent vulnerability. Fetal sex further modifies responses, as male and female fetuses and placentas differ in growth trajectories, gene expression, and adaptive capacity, leading to sex-specific susceptibility to toxicants.

conclusionIgnoring these sources of variability risks overlooking subtle effects and vulnerable subpopulations, misinterpreting outcomes, and reducing the translational value of animal studies. We argue that incorporating intralitter variables into experimental design and statistical analyses enhances the accuracy, reproducibility, and interpretability of developmental toxicology research. By refining the use of animal models in line with the 3Rs framework, researchers can maximize the information gained per pregnancy and improve risk assessment for human maternal-fetal health.

Indexed as

Litter SizeReproductionToxicologyAnimalsFemaleFetal DevelopmentFetusHumansMalePlacentaPregnancyUterusdevelopmental toxicologyfetal‐placental outcomesintrauterine positionlitter‐bearing specieslitter sizesex differencesuterine microenvironment

Identifiers

PMID41986931
PMCPMC13083546

What OpenQuestion holds

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LicenceCC BY-NC
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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.