ArticleJournal of anatomy2012
Sexual dimorphism in multiple aspects of 3D facial symmetry and asymmetry defined by spatially dense geometric morphometrics.
Article in Journal of anatomy, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 2 of them syntheses that pooled it.
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Who cites it
44 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Skeletal and soft-tissue changes in humans with untreated normal occlusion throughout lifetime: a systematic review.Odontology · 2023Pooled it
- Advancement in Human Face Prediction Using DNA.Genes · 2023Pooled it
- Evaluating classification approaches for population affinity estimation in a contemporary South African CT-derived sample: an automatic landmarking-based approach.International journal of legal medicine · 2026Article
- [Three-dimensional morphological analysis of posed smile].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- Three-Dimensional Geometric Morphometric Characterization of Facial Sexual Dimorphism in Juveniles.Diagnostics (Basel, Switzerland) · 2025Article
- Accuracy Evaluation of a Three-Dimensional Face Reconstruction Model Based on the Hifi3D Face Model and Clinical Two-Dimensional Images.Bioengineering (Basel, Switzerland) · 2024Article
- The relationship between facial directional asymmetry, handedness, chewing side preference, and eyedness.Scientific reports · 2024Article
- Sexual Dimorphism: The Interrelation of Shape and Color.Archives of sexual behavior · 2024Article
- Sex classification of 3D skull images using deep neural networks.Scientific reports · 2024Article
- Using data-driven phenotyping to investigate the impact of sex on 3D human facial surface morphology.Journal of anatomy · 2023Article
- The effect of sex and age on facial shape directional asymmetry in adults: A 3D landmarks-based method study.PloS one · 2023Article
- Facial asymmetry and midsagittal plane definition in 3D: A bias-free, automated method.PloS one · 2023Article
- A mathematical algorithm of the facial symmetry plane: Application to mandibular deformity 3D facial data.Journal of anatomy · 2022Article
- Functional data analysis and visualisation of three-dimensional surface shape.Journal of the Royal Statistical Society. Series C, Applied statistics · 2021Article
- 3D facial phenotyping by biometric sibling matching used in contemporary genomic methodologies.PLoS genetics · 2021Article
- Soft tissue facial changes among adult females during alignment stage of orthodontic treatment: a 3D geometric morphometric study.BMC oral health · 2021Article
- Was facial width-to-height ratio subject to sexual selection pressures? A life course approach.PloS one · 2021Article
- Increased facial asymmetry in focal epilepsies associated with unilateral lesions.Brain communications · 2021Article
- Separating positional noise from neutral alignment in multicomponent statistical shape models.Bone reports · 2020Article
- Sources of variation in the 3dMDface and Vectra H1 3D facial imaging systems.Scientific reports · 2020Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accurate measurement of facial sexual dimorphism is useful to understanding facial anatomy and specifically how faces influence, and have been influenced by, sexual selection. An important facial aspect is the display of bilateral symmetry, invoking the need to investigate aspects of symmetry and asymmetry separately when examining facial shape. Previous studies typically employed landmarks that provided only a sparse facial representation, where different landmark choices could lead to contrasting outcomes. Furthermore, sexual dimorphism is only tested as a difference of sample means, which is statistically the same as a difference in population location only. Within the framework of geometric morphometrics, we partition facial shape, represented in a spatially dense way, into patterns of symmetry and asymmetry, following a two-factor anova design. Subsequently, we investigate sexual dimorphism in symmetry and asymmetry patterns separately, and on multiple aspects, by examining (i) population location differences as well as differences in population variance-covariance; (ii) scale; and (iii) orientation. One important challenge in this approach is the proportionally high number of variables to observations necessitating the implementation of permutational and computationally feasible statistics. In a sample of gender-matched young adults (18-25 years) with self-reported European ancestry, we found greater variation in male faces than in women for all measurements. Statistically significant sexual dimorphism was found for the aspect of location in both symmetry and asymmetry (directional asymmetry), for the aspect of scale only in asymmetry (magnitude of fluctuating asymmetry) and, in contrast, for the aspect of orientation only in symmetry. Interesting interplays with hypotheses in evolutionary and developmental biology were observed, such as the selective nature of the force underpinning sexual dimorphism and the genetic independence of the structural patterns of fluctuating asymmetry. Additionally, insights into growth patterns of the soft tissue envelope of the face and underlying skull structure can also be obtained from the results.
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