Related Experiment Video
Updated: Mar 8, 2026

02:42
Analysis of Craniomaxillofacial Malformations in Mice Using Three-dimensional Microcomputed Tomography
Published on: January 17, 2025
891
Development Shapes a Consistent Inbreeding Effect in Mouse Crania of Different Line Crosses
Mihaela Pavličev1, Philipp Mitteroecker2, Paula M Gonzalez3
1Cincinnati Children's Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio.
Summary
Developmental processes strongly shape how genetic variation becomes phenotypic variation. This study reveals that developmental pathways create a coherent pattern of craniofacial shape variation in mice, despite diverse genetic backgrounds.
Area of Science:
- Evolutionary biology
- Developmental biology
- Genetics
Background:
- Genetic variation underlies phenotypic diversity.
- Developmental processes influence how genetic differences manifest as trait variations.
- Shared developmental pathways may impose similar patterns on heritable variation.
Purpose of the Study:
- To investigate the role of developmental processes in patterning craniofacial shape variation.
- To analyze the effects of genetic variation on skull shape across different mouse strains and their crosses.
- To determine if nonadditive genetic effects structure phenotypic variation in a predictable manner.
Main Methods:
- Utilized geometric morphometrics and multivariate analysis to assess mouse skull shape.
- Employed a diallel cross design between eight inbred mouse strains from the Collaborative Cross Project.
- Analyzed F1 hybrid phenotypes to identify nonadditive deviations from midparental values.
Main Results:
- Craniofacial shape exhibited significant nonadditive genetic deviations, unlike body weight.
- Parental strain divergence showed high dimensionality in additive genetic effects.
- Nonadditive craniofacial shape deviations displayed lower dimensionality and a coherent directional pattern.
Conclusions:
- Developmental processes exert a strong structuring influence on the relationship between genotype and phenotype.
- A limited set of developmental mechanisms may govern the complex mapping of genetic variation to phenotypic form.
- The patterned nature of phenotypic variation is shaped by underlying developmental constraints.

