In human sperm motility analysis, sperm segmentation plays an important role to determine the location of multiple sperms. To ensure an improved segmentation result, the Laplacian of Gaussian filter is implemented as a kernel in a pre-processing step before applying the image segmentation process to automatically segment and detect human spermatozoa. This study proposes an intersecting cortical model (ICM), which was derived from several visual cortex models, to segment the sperm head region. However, the proposed method suffered from parameter selection; thus, the ICM network is optimised using particle swarm optimization where feature mutual information is introduced as the new fitness function. The final results showed that the proposed method is more accurate and robust than four state-of-the-art segmentation methods. The proposed method resulted in rates of 98.14%, 98.82%, 86.46% and 99.81% in accuracy, sensitivity, specificity and precision, respectively, after testing with 1200 sperms. The proposed algorithm is expected to be implemented in analysing sperm motility because of the robustness and capability of this algorithm.
This study provides standard information on the attributes of sperm and describes the surface structure of normal and abnormal spermatozoa of Rusa timorensis. Two fertile stags were used as the source of semen collected during the first breeding season commencing from April 5 to July 2, 2012. Another five stags were used as the source of semen collected during the second breeding season commencing from April 1 to June 27, 2013. Semen samples were collected from the stags using an electro-ejaculator. The ejaculate was processed and samples prepared for light and scanning electron microscopy (SEM) according to standard methods. No significant difference (P>0.05) was found between sperm attributes in comparison between different stags and different months of the fertile seasons. The results of this study have also demonstrated that there are no differences in size, shape and surface structure between spermatozoa of the different stags and different months of the fertile seasons. Sperm attributes (volume, pH, sperm concentration, general motility, progressive motility and viability) were 2.2±0.29 ml, 7.2±0.17, 886.3±39.7×10(6) spermatozoa/ml, 78.7±2.01%, 80.8±1.85% and 83.2±0.85%, respectively. Morphological analysis showed low percentage of abnormal spermatozoa 13.9±2.88%. Scanning electron microscopy revealed spermatozoa which consisted of a flat paddle-shaped head, short neck and a tail, which was subdivided into midpiece, principal piece and endpiece. The average spermatozoon was 66.2±0.69 μm in total length. The flat paddle-shaped head was 7.8±0.28 μm long, 4.2±0.15 μm at its widest width, 2.4±0.18 μm basal width and 0.7±0.0 2μm thick. As for the tail, the midpiece length was 13.2±0.14 μm, 0.6±0.04 μm in diameter; the principal piece was 42.6±0.04μm, and 2.8±0.06 μm for the endpiece. Abnormal spermatozoa such as tapered head, microcephalic head, decapitated spermatozoa and bent tails were observed. Results provide standard information useful for development of strategies for semen cryopreservation and assisted reproductive technology in this species.
Microtubules are the prime component of the cytoskeleton along with microfilaments. Being vital for organelle transport and cellular divisions during spermatogenesis and sperm motility process, microtubules ascertain functional capacity of sperm. Also, microtubule based structures such as axoneme and manchette are crucial for sperm head and tail formation. This review (a) presents a concise, yet detailed structural overview of the microtubules, (b) analyses the role of microtubule structures in various male reproductive functions, and (c) presents the association of microtubular dysfunctions with male infertility. Considering the immense importance of microtubule structures in the formation and maintenance of physiological functions of sperm cells, this review serves as a scientific trigger in stimulating further male infertility research in this direction.
This study was carried out to compare the ultrastructure of fresh, capacitated and acrosome-reacted sperm. The sperm was treated with heparin for capacitation and calcium ionophore for acrosome reaction induction. Sperm samples were then prepared for ultrastructural studies and examined by transmission electron microscopy (TEM). Ultrastructural changes in plasma and acrosomal membranes, shape of the mitochondria and outer dense fibres, in capacitated and acrosome-reacted sperm were evident. The plasma membrane of fresh sperm was loosely fitted around the sperm head and the acrosomal membrane was closely opposed to the nucleus. The plasma and acrosomal membranes of the capacitated sperm were expanded, but disintegrated in the acrosome-reacted sperm. Mitochondria of fresh sperm appeared to be rounded in shape with plasma membrane closely opposed to it and the nine outer dense fibres were almost regular rounded in shape. However, in both capacitated and acrosome-reacted sperm, the mitochondria were almost regular and elongated in shape whilst the outer dense fibres were irregular in shape in the capacitated and acrosome-reacted sperm. There were no noticeable morphological changes found in the axonemal complexes in fresh, capacitated and acrosome-reacted sperm. Ultrastructural studies are able to provide detailed information on sequential events involving numerous physiological changes during fertilization.