K.U. Leuven, Medical Imaging Research Center (MIRC), Faculty of Engineering, Department of Electrical Engineering - ESAT, Center for Processing Speech and Images - PSI, Leuven, Belgium.
J Anat. 2012 Aug;221(2):97-114. doi: 10.1111/j.1469-7580.2012.01528.x. Epub 2012 Jun 18.
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.
准确测量面部性别二态性对于理解面部解剖结构,特别是对于了解面部如何影响以及受到性选择的影响具有重要意义。一个重要的面部特征是双侧对称性的表现,这就需要在研究面部形状时分别研究对称性和非对称性的各个方面。以前的研究通常采用的地标只提供了稀疏的面部表示,不同的地标选择可能会导致对比结果。此外,性别二态性仅作为样本均值的差异进行测试,从统计学上讲,这与种群位置的差异相同。在几何形态测量学的框架内,我们按照双因素方差分析设计,将以空间密集方式表示的面部形状划分为对称和不对称模式。随后,我们分别从多个方面研究对称和不对称模式的性别二态性,通过检查:(i)种群位置差异以及种群方差-协方差的差异;(ii)规模;(iii)方向。在这种方法中,一个重要的挑战是变量与观测值的比例很高,需要实施可置换和计算可行的统计数据。在一个具有自我报告的欧洲血统的性别匹配的年轻成年人(18-25 岁)样本中,我们发现男性面部的所有测量值都比女性的变异更大。在对称性和非对称性(方向性不对称)的位置方面,以及在非对称性(波动不对称的幅度)的规模方面,都发现了统计学上显著的性别二态性,而在对称性的方向方面,仅在方向方面发现了性别二态性。观察到了与进化和发育生物学中的假设的有趣相互作用,例如支撑性别二态性的力的选择性以及波动不对称的结构模式的遗传独立性。此外,还可以从结果中获得对面部软组织包络和潜在颅骨结构的生长模式的深入了解。