Deep Learning Based Evaluation of Spermatozoid Motility for Artificial Insemination

We propose a deep learning method based on the Region Based Convolutional Neural Networks (R-CNN) architecture for the evaluation of sperm head motility in human semen videos. The neural network performs the segmentation of sperm heads, while the proposed central coordinate tracking algorithm allows us to calculate the movement speed of sperm heads. We have achieved 91.77% (95% CI, 91.11–92.43%) accuracy of sperm head detection on the VISEM (A Multimodal Video Dataset of Human Spermatozoa) sperm sample video dataset. The mean absolute error (MAE) of sperm head vitality prediction was 2.92 (95% CI, 2.46–3.37), while the Pearson correlation between actual and predicted sperm head vitality was 0.969. The results of the experiments presented below will show the applicability of the proposed method to be used in automated artificial insemination workflow.

Effect of refrigeration at -1°C on spermatozoa quality of domestic cats

ABSTRACT: The objective of this study was to evaluate the sperm quality obtained of domestic cats by electroejaculation and recovery of the tail of the epididymis after cooling at -1°C and 4°C for 24 and 48 hours. Twenty-nine adult cats (2 to 6kg) were used. Sperm collection was performed by electroejaculation (EEJ), and after 48 hours, the cats were orchiectomized, and sperm sample was obtained from the vas deferens and epididymis tail (EPD). The samples were diluted in ACP-117® extender, and the sperm characteristics were evaluated at three different moments: when still fresh, 24 and 48 hours after cooling. In order to compare the two refrigeration temperatures, the first stage was to analyze if there was a difference between the harvesting techniques. After this, two experiments were conducted: in the first, sperm sample from 14 cats were used and the cooling was performed at -1°C; and in the second, sample from 15 cats were used and the sperm were refrigerated at 4°C. Sperm kinetics were evaluated by computerized analysis (CASA) and concentration by Neubauer chamber, spermatic morphology was evaluated by modified Karras staining, and membrane integrity was evaluated by eosin nigrosine. The results obtained were analyzed in R software, version 3.2.5 using the Mann-Whitney test for variables with abnormal distributions, considering significance at the level of 5%. In ejaculate samples, higher values of total morphological defects were observed after 24 and 48 hours of refrigeration at 4°C (P<0.022) compared to refrigeration at -1°C, using Friedman test. To quantify the decrease in sperm quality, parameter reductions were calculated among time points (F-24h/F-48h/24h-48h). In EPD samples, a greater reduction in sperm quality was detected after 24 hours of refrigeration at 4°C, both in motility and sperm kinetics and in the movement and velocity indices, compared to refrigeration at -1°C. Based on the results, it can be concluded that cooling of feline spermatozoa at -1°C for up to 48 hours was efficient in maintaining spermatic quality collected by EEJ and EPD, and it could be an alternative to spermatozoa cryopreservation in domestic felines.

Effect of the pH in the enrichment of X or Y sex chromosome-bearing sperm in bovine

Background and Aim: Studies have shown that the pH of the vagina during the course of fertilization may influence the migration of X- and Y-bearing spermatozoa and thus leading to skewness in the sex of the offspring. Hence, this study was carried out to check the effect of the pH in the enrichment of X or Y sex chromosome-bearing sperm in bovine (Bos indicus). Materials and Methods: To check the effect of pH in the enrichment of X or Y sex chromosome-bearing sperm in bovine, we used buffers of various pH ranging from 5.5 to 9.0 for swim-up procedure of sperm sample and collected upper and bottom fraction from the same buffer and checked the abundance of X- and Y-bearing spermatozoa by droplet digital polymerase chain reaction using X- and Y-chromosome-specific DNA probe. Results: The abundance of X- and Y-bearing spermatozoa was not differed significantly in either of the fraction collected. Conclusion: Thus, it appears to be unlikely that an immediate impact of pH on sperm can be a solitary impact on the sex of offspring in bovine. Keywords: droplet digital polymerase chain reaction, spermatozoa, swim-up.

Rheotaxis-based separation of sperm with progressive motility using a microfluidic corral system

The separation of motile sperm from semen samples is sought after for medical infertility treatments. In this work, we demonstrate a high-throughput microfluidic device that can passively isolate motile sperm within corrals inside a fluid channel, separating them from the rest of the diluted sample. Using finite element method simulations and proposing a model for sperm motion, we investigated how flow rate can provide a rheotaxis zone in front of the corral for sperm to move upstream/downstream depending on their motility. Using three different flow rates that provided shear rates above the minimum value within the rheotaxis zone, we experimentally tested the device with human and bovine semen. By taking advantage of the rheotactic behavior of sperm, this microfluidic device is able to corral motile sperm with progressive velocities in the range of 48–93 μm⋅s−1 and 51–82 μm⋅s−1 for bovine and human samples, respectively. More importantly, we demonstrate that the separated fractions of both human and bovine samples feature 100% normal progressive motility. Furthermore, by extracting the sperm swimming distribution within the rheotaxis zone and sperm velocity distribution inside the corral, we show that the minimum velocity of the corralled sperm can be adjusted by changing the flow rate; that is, we are able to control the motility of the separated sample. This microfluidic device is simple to use, is robust, and has a high throughput compared with traditional methods of motile sperm separation, fulfilling the needs for sperm sample preparation for medical treatments, clinical applications, and fundamental studies.

Evaluation of the Efficiency of Two Different Freezing Media and Two Different Protocols to Preserve Human Spermatozoa from Cryoinjury

It is universally recognized that cryopreservation impairs sperm quality. In order to improve postthawing sperm survival and motility, media of different composition and different protocols have been proposed. However, no clear evidence is available to understand which are the most efficient protocol and medium for sperm cryopreservation. The present study evaluates the efficiency of two different cryopreservation protocols and two common freezing media (FM) containing different cryoprotectants (CPs), TEST Yolk Buffer (TYB) and Sperm Freeze (SF), to preserve human sperm quality. Our data suggest that TYB is better than SF both in terms of postthaw viability and in terms of progressive motility, while the direct addition of FM to the sperm sample resulted in the most efficient protocol in terms of postthaw viability but not in terms of progressive motility.

Paternal Age and Numerical Chromosome Abnormalities in Human Spermatozoa

This study explores the relationship between numerical chromosome abnormalities in sperm and age in healthy men. We performed FISH in the spermatozoa of 10 donors from the general population: 5 men younger than 40 years of age and 5 fertile men older than 60 years of age. For each chromosome, 1,000 sperm nuclei were analyzed, with a total of 15,000 sperm nuclei for each donor. We used a single sperm sample per donor, thus minimizing intra-donor variability and optimizing consistent analysis. FISH with a TelVysion assay, which provides data on aneuploidy of 19 chromosomes, was used in order to gain a more genome-wide perspective of the level of aneuploidy. Aneuploidy and diploidy rates observed in the younger and older groups were compared. There were no significant differences in the incidence of autosomal disomy, sex chromosome disomy, total chromosome disomy, diploidy, nor total numerical abnormalities between younger and older men. This work confirms that aneuploidy of the sex chromosomes is more common than that of autosomes and that this does not change with age. Our results suggest that some probe combinations have a tendency to indicate higher levels of diploidy, thus potentially affecting FISH results and highlighting the limitations of FISH.

Short communication. Stallion sperm quality after combined ejaculate fractionation and colloidal centrifugation

<p>This study investigated the possible additive benefit of ejaculate fractionation and colloidal centrifugation on stallion sperm quality. Using an open-end artificial vagina, the sperm-rich fraction (FRAC-1) was separated from the rest of the ejaculate (FRAC-2) and a third sperm sample representing the combined ejaculate was reconstituted post-ejaculation (RAW). Each semen sample was processed for colloidal centrifugation. The percentage of abnormal spermatozoa was 17.8 ± 7.0% in RAW and 14.6 ± 9.5% in FRAC-1 but decreased to 11.4 ± 4.7% and 9.6 ± 6.9% respectively, after colloidal centrifugation. A sperm DNA fragmentation index of 10.9 ± 5.1% was observed in RAW and 7.5 ± 2.4% in FRAC-1 semen collected with the AV but this decreased to 7.8 ± 2.8% and 5.2 ± 2.3% after colloidal centrifugation. The rate of increase in sperm DNA fragmentation during the first 6 h of incubation at 37 ºC was 1.8 ± 0.9% per hour in RAW semen and 2.0 ± 2.0% per hour in FRAC-1 but this significantly decreased to 1.3 ± 1.4% and 0.9 ± 0.8% respectively after colloidal centrifugation. While stallion seminal characteristics can be improved using colloidal centrifugation, further enhancement is possible if the ejaculate is initially fractionated.</p>

A Simple and Practical Method for Rat Epididymal Sperm Count (Rattus norvegicus)

<p>Sperm sample from epididymal source can be determined its number using minimal amount of equipment. These method will aid researcher and practitioner in sperm quality analysis to determined sperm number rapidly and practically.</p>

Temporal sampling, resetting, and adaptation orchestrate gradient sensing in sperm

Sperm, navigating in a chemical gradient, are exposed to a periodic stream of chemoattractant molecules. The periodic stimulation entrains Ca2+ oscillations that control looping steering responses. It is not known how sperm sample chemoattractant molecules during periodic stimulation and adjust their sensitivity. We report that sea urchin sperm sampled molecules for 0.2–0.6 s before a Ca2+ response was produced. Additional molecules delivered during a Ca2+ response reset the cell by causing a pronounced Ca2+ drop that terminated the response; this reset was followed by a new Ca2+ rise. After stimulation, sperm adapted their sensitivity following the Weber–Fechner law. Taking into account the single-molecule sensitivity, we estimate that sperm can register a minimal gradient of 0.8 fM/µm and be attracted from as far away as 4.7 mm. Many microorganisms sense stimulus gradients along periodic paths to translate a spatial distribution of the stimulus into a temporal pattern of the cell response. Orchestration of temporal sampling, resetting, and adaptation might control gradient sensing in such organisms as well.