Using Deep Learning Algorithm: The Study of Sperm Head Vacuoles and Its Correlation with Protamine mRNA Ratio

A Study on the Impact of Basketball on the Physical Fitness and Health of Adolescents Based on the Method of Correlation Analysis

Basketball can improve physical fitness, keep healthy, and become the main form of modern sports. However, basketball generally has the problem of unreasonable sports schemes and even reduces physical fitness. Therefore, finding an effective basketball program is an urgent problem to be solved at present. In order to improve the level of public health, this paper proposes a correlation analysis method to study the impact of basketball on teenagers' health. The correlation analysis method is used to analyze the health data of adolescents, combined with the influence of basketball on fitness and the characteristics of basketball itself. Previous studies on basketball neglected comprehensive analysis and lack of correlation analysis of basketball indexes, resulting in unsatisfactory analysis results. The correlation analysis method can adjust the technical method, intensity, and program of basketball in combination with the physical development of teenagers. MATLAB simulation shows that the correlation analysis method can accurately analyze the impact of basketball on teenagers' health, with an accuracy of 95%. Therefore, the correlation analysis method constructed in this paper can provide guidance for basketball and improve the health level of teenagers.

Human Sperm Morphology as a Marker of Its Nuclear Quality and Epigenetic Pattern

Background: Human sperm chromatin condensation is a sum of epigenetic events that allows for the near-complete replacement of histones with protamines. Under high-magnification microscopy, nuclear vacuoles have been described as thumbprints with poor chromatin condensation. The objective of this study is to examine whether vacuolated spermatozoa carry specific epigenetic marks, which may influence embryo development. Methods: The presence and three-dimensional distribution of ten epigenetic marks (protamine-P2, histone-H3, H3K4me1/me2/me3, H3K9me1/me2/me3, H3K27me3, H4k20me2) were evaluated and compared in morphometrically normal spermatozoa according to the presence or absence of a large vacuole occupying more than 15% of the head surface (n = 4193). Results: Vacuolated spermatozoa were significantly more frequently labelled with H3 and H3K4me3 than normal spermatozoa (88.1% ± 2.7 and 78.5% ± 5.2 vs. 74.8% ± 4.8 and 49.1% ± 7.4, respectively; p = 0.009 and p < 0.001) and significantly less marked by P2 and H3K27me3 (50.2% ± 6.2 and 63.9% ± 6.3 vs. 82.1% ± 4.4 and 73.6% ± 5.1, respectively; p < 0.001 and p = 0.028). In three dimensions, vacuoles are nuclear concavities filled with DNA carrying the H3K4me3 marker. Conclusion: High-magnification microscopy is a simple tool to estimate in real time the sperm epigenetic profile. The selection of normal spermatozoa without vacuoles and the deselection of spermatozoa with vacuoles appear to be epigenetically favorable to embryo development and safe offspring.