Kasimanickam Vanmathy, Kasimanickam Ramanathan
Center for Reproductive Biology, College of Veterinary Medicine, Washington State University, Pullman, WA 99164, USA.
AARVEE Animal Biotech LLC, Corvallis, OR 97333, USA.
Animals (Basel). 2024 Mar 8;14(6):833. doi: 10.3390/ani14060833.
Bioinformatics envisage experimental data as illustrated biological networks, exploring roles of individual proteins and their interactions with other proteins in regulation of biological functions. The objective was to identify differentially expressed miRNAs and their associated genes regulating the acrosome reaction in capacitated sperm of high- compared to low-fertility dairy bulls and to elucidate biological functional pathways using a systems biology approach, featuring miRNA-mRNA cluster analysis. Categorized bovine-specific miRNAs ( = 84) were analyzed by RT-PCR; 19 were differentially expressed in high- compared to low-fertility sperm ( ≤ 0.05, fold regulation ≥ 2 magnitudes). Six miRNAs (bta-miR-129-5p, bta-miR-193a-3p, bta-miR-217, bta-mir-296-5p, bta-miR-27a, and bta-miR-320a) were highly upregulated ( < 0.05; fold regulation ≥ 5 magnitudes) in high- compared to low-fertility sperm. Highly scored integrated genes of differentially expressed miRNAs predicted associations with pathways regulating acrosome vesicle exocytosis, acrosome reaction, and sperm-oocyte binding. The mRNA expressions of genes associated with the acrosome reaction (including hub genes) were greater, ranging from 2.0 to 9.1-fold ( < 0.05) in high- compared to low-fertility capacitated bull sperm. In conclusion, differentially expressed miRNAs in high-fertility bovine sperm regulating acrosome functions have potential for predicting bull fertility.
生物信息学将实验数据视为可视化的生物网络,探索单个蛋白质的作用及其与其他蛋白质在生物功能调节中的相互作用。目的是鉴定在高生育力与低生育力奶牛公牛的获能精子中差异表达的miRNA及其调控顶体反应的相关基因,并使用系统生物学方法(以miRNA-mRNA聚类分析为特色)阐明生物功能途径。通过RT-PCR分析分类的牛特异性miRNA(= 84);与低生育力精子相比,19种在高生育力精子中差异表达(≤0.05,倍数调节≥2倍)。与低生育力精子相比,六种miRNA(bta-miR-129-5p、bta-miR-193a-3p、bta-miR-217、bta-mir-296-5p、bta-miR-27a和bta-miR-320a)在高生育力精子中高度上调(<0.05;倍数调节≥5倍)。差异表达miRNA的高分整合基因预测与调节顶体小泡胞吐、顶体反应和精子-卵母细胞结合的途径相关。与顶体反应相关的基因(包括枢纽基因)的mRNA表达在高生育力与低生育力的获能公牛精子中更高,范围为2.0至9.1倍(<0.05)。总之,高生育力牛精子中差异表达的miRNA调节顶体功能具有预测公牛生育力的潜力。