Department of Animal Science, Sao Paulo State University, School of Agriculture and Veterinarian Sciences, Jaboticabal, Brazil.
Department of Animal Science, College of Agriculture and Natural Resources, Michigan State University, East Lansing, Michigan, USA.
J Anim Breed Genet. 2023 Mar;140(2):185-197. doi: 10.1111/jbg.12747. Epub 2022 Nov 2.
Characterized by the incomplete development of the germinal epithelium of the seminiferous tubules, Testicular hypoplasia (TH) leads to decreased sperm concentration, increased morphological changes in sperm and azoospermia. Economic losses resulting from the disposal of affected bulls reduce the efficiency of meat production systems. A genome-wide association study and functional analysis were performed to identify genomic windows and the underlying positional candidate genes associated with TH in Nellore cattle. Phenotypic and pedigree data from 207,195 animals and genotypes (461,057 single nucleotide polymorphism, SNP) from 17,326 sires were used in this study. TH was evaluated as a binary trait measured at 18 months of age. A possible correlated response on TH resulting from the selection for scrotal circumference was evaluated by using a two-trait analysis. Thus, estimated breeding values were calculated by fitting a linear-threshold animal model in a Bayesian approach. The SNP effects were estimated using the weighted single-step genomic BLUP method. Twelve non-overlapping windows of 20 adjacent SNP that explained more than 1% of the additive genetic variance were selected for candidate gene annotation. Functional and gene prioritization analysis of the candidate genes identified genes (KHDRBS3, GPX5, STAR, ERLIN2), which might play an important role in the expression of TH due to their known roles in the spermatogenesis process, synthesis of steroids and lipid metabolism.
曲细精管生精上皮发育不全的特征是睾丸发育不全(TH),导致精子浓度降低、精子形态变化增加和无精子症。由于处理受影响的公牛而造成的经济损失降低了肉生产系统的效率。本研究对Nellore 牛的 TH 进行了全基因组关联研究和功能分析,以鉴定与 TH 相关的基因组窗口和潜在的位置候选基因。本研究使用了来自 207195 头动物的表型和系谱数据以及来自 17326 头公牛的基因型(461057 个单核苷酸多态性,SNP)。TH 作为 18 个月龄时测量的二元性状进行评估。通过两性状分析评估了因选择阴囊围长而导致的 TH 可能存在的相关反应。因此,通过在贝叶斯方法中拟合线性阈值动物模型来计算估计育种值。使用加权单步基因组 BLUP 方法估计 SNP 效应。选择了 12 个非重叠的、包含 20 个相邻 SNP 的窗口,这些 SNP 解释了超过 1%的加性遗传方差,用于候选基因注释。对候选基因的功能和基因优先级分析确定了一些基因(KHDRBS3、GPX5、STAR、ERLIN2),由于它们在精子发生过程、类固醇合成和脂质代谢中的已知作用,这些基因可能在 TH 的表达中发挥重要作用。