Data from: Unravelling the difference in craniofacial morphology of Yucatan miniature and standard pigs during postnatal ontogeny
Data files
Jul 22, 2025 version files 141.77 MB
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Data_1_Linear_measurements.csv
13.17 KB
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Data_2_Angular_measurements.csv
2.21 KB
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Data_3_Volumetric_measurements.csv
3.02 KB
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Data_4_Calvarial_thickness.csv
189.88 KB
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Data_5_Cranial_joint_gap_width.csv
16.13 KB
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pigdataV3.rda
141.50 MB
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README.md
4.31 KB
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Script_Pig_Craniofacial_Morphology_V1.R
41.42 KB
Abstract
This study characterized postnatal skull growth and development, and morphological variations in Yucatan and standard (domestic) pigs, with a focus on the role of joint maturation in resulting craniofacial dysmorphology. Using imaging processing, craniometric measurement and geometric morphometric approaches, it reveals that while both breeds share a similar skull morphology at birth and exhibit allometric growth patterns, Yucatans develop a shorter midface and more compact neurocranium. Notably, Yucatans show delayed suture fusion compared to standard pigs, suggesting differences in joint maturation influence craniofacial form. These findings emphasizing the interactions with organ development, cavity expansion, and joint maturation during postnatal ontogeny, offering insights into mechanisms driving craniofacial diversification in pig models.
This dataset includes quantitative cranial measurement data from 40 pig specimens (Yucatan: n = 20, ages 0–12 months; standard: n = 20, ages 0–8 months), covering: (1) 24 linear measurements of facial, calvarial and mandibular dimensions; (2) 3 angular measurements of cranial vault, skull base and mandible; (3) Volumetric measurements capturing the size changes of intracranial, orbital and nasal cavities; (4) Calvarial thickness across the cranial vault; (5) Cranial joint gap width at 30 anatomical locations across the cranial sutures and synchondroses.
All raw and preprocessed data were saved in a rda file, and a fully annotated R script is provided as part of this dataset. This script enables reproduction of morphometric and statistical analyses presented in the study, which include: (1) Principal component analysis (PCA) to explore morphological variations in skull form and shape; (2) Pearson's correlation test to evaluate relations between the use of different landmark configurations; (3) Multivariate regressions to investigate ontogenetic allometry; (4) Partial least squares (PLS) analysis to assess covariation patterns either between anatomical substructures or between breeds
1. Title of the Study
Unravelling the Difference in Craniofacial Morphology of Yucatan Miniature and Standard Pigs During Postnatal Ontogeny
2. Short Summary of the Study
This study characterized postnatal skull growth and development, and morphological variations in Yucatan and standard (domestic) pigs, with a focus on the role of joint maturation in resulting craniofacial dysmorphology. Using imaging processing, craniometric measurement and geometric morphometric approaches, it reveals that while both breeds share a similar skull morphology at birth and exhibit allometric growth patterns, Yucatans develop a shorter midface and more compact neurocranium. Notably, Yucatans show delayed suture fusion compared to standard pigs, suggesting differences in joint maturation influence craniofacial form. These findings emphasizing the interactions with organ development, cavity expansion, and joint maturation during postnatal ontogeny, offering insights into mechanisms driving craniofacial diversification in pig models.
3. Code and Package Versions
An R script is included to reproduce all morphometric and statistical analyses. The session info (inc. package versions) is saved within the R script for reproducibility.
- The script was performed using R version 4.4.3 in RStudio 2025.05.0+496.
- The script has been tested and is compatible with recent versions of R and RStudio.
4. Repository Contents Overview
Data files/
│
├──pigdataV3.rda # Raw data and precomputed data objects
├──Script_Pig_Craniofacial_Morphology_V1.R # R script for statistical analyses and plots
├──Data_1_Linear_measurements.csv # Unprocessed linear measurement data
├──Data_2_Angular_measurements.csv # Unprocessed angular measurement data
├──Data_3_Volumetric_measurements.csv # Unprocessed volumetric measurement data
├──Data_4_Calvarial_thickness.csv # Unprocessed calvarial bone thickness data
├──Data_5_Cranial_joint_gap_width.csv # Unprocessed cranial joint gap width data
└──README.md # This file
5. User Instructions
To reproduce the analyses:
- Open
Script_Pig Craniofacial Morphology Study_V1.R
in R (RStudio recommended). - Ensure all packages are installed at the first run.
- Load the data with:
- Follow the script sections, which are organized by:
- Principal component analysis (PCA) to explore morphological variations in skull form and shape
- Pearson's correlation test to evaluate relations between the use of different landmark configurations
- Multivariate regressions to investigate ontogenetic allometry
- Partial least squares (PLS) analysis to assess covariation patterns either between anatomical substructures or between breeds
- Optional: Skip data processing and use precomputed results directly from
pigdataV3.rda
.
All configuration and workflow steps are clearly annotated in the script.
6. Data File Variable Descriptions
All variable names and their descriptions are included within the RDA object and accessible after loading pigdataV3.rda
. Variables descriptions are commented in the .R script.
Each variable is associated with specimen metadata (e.g., breed, age group, weight).
7. Protocols and Methods
No external methods repository is associated with this study at present. All methodological details are included in the manuscript, electronic supplementary material, and annotated within the R script.
8. Publication and Contact
This repository is part of a research article: Liang et al. (2025) Proceedings of the Royal Society B: Biological Sciences, doi:10.1098/rspb.2025.1646.
Pleases note that:
- Any issues with reproducing the analyses using this script, please contact Dr Ce Liang, University College London, ce.liang.18@ucl.ac.uk, ce.liang.biomech@gmail.com
- Any requests for additional information/resources or data should be directed to and will be fulfilled by the lead contact, Prof Mehran Moazen, University College London, m.moazen@ucl.ac.uk