Covariance matrices supporting: An evolutionary quantitative genetic analysis of the impact of cephalopelvic disproportion on cranial and pelvic co-evolution in anthropoids
Data files
Feb 26, 2026 version files 521.57 KB
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Form_VCVs.zip
250.35 KB
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README.md
2.23 KB
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Shape_VCVs.zip
268.99 KB
Abstract
Evolutionary quantitative genetics methods are increasingly applied to studies of human skeletal evolution, with a growing emphasis on investigating postcranial evolution and the evolution of multiple skeletal elements. Here, we apply a commonly used method from evolutionary quantitative genetics, the drift-rate test, to test whether broad patterns of cranial and pelvic co-evolution within male, female, and pooled-sex samples of anthropoid primates follow those expected under the long-standing hypotheses of obstetric selection via cephalopelvic disproportion. Using interlandmark distances from the cranium and articulated pelvis from samples of four platyrrhine, four cercopithecoid, and five hominoid primate genera, we tested cranial, pelvic, and craniopelvic traits for evidence of deviation from neutral evolutionary patterns using both regression tests of within- on between-group eigenvalues and correlation tests of principal component scores. Results for analyses of shape data indicate that patterns of non-neutral evolution are different in male and female samples at multiple taxonomic levels, and that cranial and pelvic shape are co-evolving. Rejection of neutral evolution was pervasive for tests of form, but inconclusive regarding sex-specific selection or whether the cranium and pelvis appeared to covary or evolve independently. Sex-specific patterns of evolution support hypotheses that obstetric selection may have impacted multiple primate lineages. While size may play a role, it does not appear to be the dominant factor in evolution for either element. This study highlights the usefulness of using methods from evolutionary quantitative genetics to test long-standing hypotheses by incorporating multiple skeletal elements simultaneously.
Dataset DOI: 10.5061/dryad.z8w9ghxqb
Description of the data and file structure
This dataset contains phenotypic variance/covariance matrices (V/CVs) derived from traits of the cranium and pelvis in thirteen primate genera: Alouatta, Aotus, Saimiri, Cebus, Trachypithecus, Macaca, Lophocebus, Chlorocebus, Hylobates, Pongo, Gorilla, Pan, and Homo. V/CV matrices are provided in .csv format.
Two datasets were used: one containing form data (raw trait data) and one containing shape data (isometrically-scaled data). 3 V/CV matrices were constructed for each form and shape dataset, containing traits from the cranium, traits from the pelvis, and a combination of traits from the cranium and pelvis. Each set of matrices was constructed at the following taxonomic levels: 1) all anthropoid genera, 2) platyrrhines, 3) catarrhines, 4) cercopithecoids, and 5) hominoids. Additionally, V/CV matrices were calculated for females only, males only, and a dataset containing both males and females.
A total of 90 .csv files are provided below, each containing one V/CV. For ease of downloading, V/CVs are separated into two .zip files, one containing all form data and one containing all shape data. .csv files are named with the taxonomic level and elements included. V/CVs derived from males or females only are noted with an M or F in the title, respectively.
Files and variables
File: Form_VCVs.zip
Description: Variance-covariance matrices for form data (raw trait data). Contains V/CVs for cranial, pelvic, and combined cranial and pelvic traits for males, females, and pooled-sex samples at each of the five taxonomic levels noted above.
File: Shape_VCVs.zip
Description: Variance-covariance matrices for shape data (isometrically-scaled trait data) Contains V/CVs for cranial, pelvic, and combined cranial and pelvic traits for males, females, and pooled-sex samples at each of the five taxonomic levels noted above.
Code/software
V/CV matrices were calculated in R using base R code.
Please see methods described in Cooper, M.J. and N. von Cramon-Taubadel (2025) An evolutionary quantitative genetic analysis of the impact of cephalopelvic disproportion on cranial and pelvic co-evolution in anthropoids, 188(1):e70109, American Journal of Biological Anthropology, doi: 10.1002/ajpa.70109
