NeuroImageNeurosciencePeer-reviewed journal article
Examining Litter Specific Variability in Mice and its Impact on Neurodevelopmental Studies
Vanessa ValiquetteiD, Elisa GumaiD, Lani CupoiD, Daniel Gallino, Chloe AnastassiadisiD, Emily Snook, Gabriel A. DevenyiiD, M. Mallar ChakravartyiD
Abstract
Our current understanding of litter variability in neurodevelopmental studies using mouse may limit translation of neuroscientific findings. Higher variance of measures across litters than within, often termed intra-litter likeness, may be attributable to pre- and postnatal environment. This study aimed to assess the litter-effect within behavioral assessments (2 timepoints), and anatomy using T1-weighted magnetic resonance images (4 timepoints) across 72 brain region volumes (36 C57bl/6J inbred mice; 7 litters: 19F/17M). Between-litter comparisons of brain and behavioral measures and their associations were evaluated using univariate and multivariate techniques. A power analysis using simulation methods was then performed modeling neurodevelopment and evaluating trade-offs between number-of-litters, mice-per-litter, and sample size. Our results show litter-specific developmental effects, from the adolescent period to adulthood for brain structure volumes and behaviors, and their associations in adulthood. Our power simulation analysis results suggest increasing the number-of-litters in experimental design to achieve the smallest total sample size for detecting different rates of change in specific brain regions. Our results also demonstrate how litter-specific effects may influence development and that increasing the litters to the total sample size ratio should be strongly considered when designing neurodevelopmental studies.
- organism: mouse
- assay: imaging
- research focus: benchmarking
- approach: statistical model
- approach: simulation
- Citations
- 16
- FWCI
- 4.56
- Field percentile
- top 5%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Host genetics maps to behaviour and brain structure in mice
Sarah Asbury, Jonathan Lai, … Jane Allyson Foster·bioRxiv·Jun 18, 2022
- Brain orchestration of pregnancy and maternal behavior in mice.
David André Barrière, Arsène Ella, … Matthieu Keller·bioRxiv·May 23, 2020
- Environmental enrichment delays the development of stereotypic behavior and reduces variability in behavioral experiments using California mice (Peromyscus californicus).
V. Minie, S. Ramos-Maciel, … N. Duque-Wilckens·bioRxiv·Jan 5, 2021
- Individual variation in longitudinal postnatal development of the primate brain
Gareth Ball, Marc L. Seal·Brain Structure and FunctionPeer-reviewed·Jan 14, 2019
- Environmental Enrichment Remodels Brain Structural and Behavioral Plasticity in Restricted and Repetitive C58 Mouse Models
Qiang Li, Anna L. Farmer, … Vince D. Calhoun·NeuroImagePeer-reviewed·Sep 24, 2026
- Perinatal environmental enrichment affects murine neonates' brain structure before their active engagement with environment
Malte S. Kaller, Clémence Ligneul, … Jason P. Lerch·bioRxiv·Feb 22, 2025