DOI: 10.31196/huvfd.2002787 ISSN: 2146-717X
Characterizing Individual Variation in Frozen-Thawed Bull Sperm Heads Using Landmark- Based Geometric Morphometrics
Mustafa Yiğit Nizam, Ali Şimşek, Bülent Bülbül, Yasin Demiraslan, Murat Selcuk Accurate characterization of sperm-head morphology is essential for understanding morphological variation associated with bull fertility. However, conventional morphometric approaches largely rely on linear measurements and may overlook localized shape differences within the sperm head. This pilot study investigated whether landmark-based geometric morphometrics could detect subtle individual differences in frozen-thawed bull sperm-head morphology. Archived frozen semen samples from eight clinically and andrologically healthy, fertile bulls were evaluated. Following thawing and Eosin Y staining, sperm heads were photographed and 15 points were digitized along the sperm-head outline. Generalized Procrustes Analysis was used to remove variation related to position, orientation, and scale. Differences in centroid size and shape were assessed using Procrustes analysis of variance, while multivariate regression was used to evaluate and remove the allometric effect before Principal Component Analysis and Discriminant Function Analysis. Significant differences among individuals were detected for both centroid size and sperm-head shape (p<0.0001), and centroid size had a significant effect on shape (p<0.0001). After correction for allometry, the first four principal components explained 74.72% of residual shape variation. The main morphological differences were concentrated in the acrosomal region and acrosome-head transition and, to a lesser extent, at the head-midpiece junction. Despite considerable overlap among individuals in morphospace, discriminant analysis yielded an overall cross-validated correct classification rate of approximately 65%. These findings demonstrate that landmark-based geometric morphometrics can detect subtle, anatomically localized variation in morphologically normal frozen-thawed bull spermatozoa and provide complementary information beyond conventional morphometry.
More from our Archive
-
DOI: 10.68381/jca02008 2026
Proximal Smoothness and the Lower-C
2
Property F. H. Clarke, R. J. Stern, P. R. Wolenski
-
DOI: 10.68381/jca13044 2026
Characterizations of Prox-Regular Sets in Uniformly Convex Banach Spaces Frédéric Bernard, Lionel Thibault, Nadia Zlateva
-
DOI: 10.68381/jca15047 2026
Brøndsted-Rockafellar Property and Maximality of Monotone Operators Representable by Convex Functions in Non-Reflexive Banach Spaces Maicon Marques Alves, Benar Fux Svaiter
-
DOI: 10.68381/jca16027 2026
Proximal Smoothness and the Exterior Sphere Condition Chadi Nour, Ron J. Stern, Jean Takche
-
DOI: 10.68381/jca16053 2026
A New Old Class of Maximal Monotone Operators Maicon Marques Alves, Benar Fux Svaiter
-
DOI: 10.68381/jca13045 2026
Maximal Monotonicity via Convex Analysis Jonathan Borwein
-
DOI: 10.68381/jca08009 2026
Variational Inequalities and Regularity Properties of Closed Sets in Hilbert Spaces Giovanni Colombo, Vladimir V. Goncharov
-
DOI: 10.68381/jca17060 2026
Existence and Uniqueness of Solutions for Non-Autonomous Complementarity Dynamical Systems Bernard Brogliato, Lionel Thibault
-
DOI: 10.68381/jca01001 2026
Variational Sum of Monotone Operators H. Attouch, J.-B. Baillon, M. Théra
-
DOI: 10.68381/jca22017 2026
Weak Convexity of Sets and Functions in a Banach Space Grigorii E. Ivanov