Zhao Qiuyue, Liu Ruili, Miao Xiuping, Mei Yanfang, Wang Xiuyuan, Ma Jiaxu, Zou Lei, Zhang Renzheng, Bai Xuejin, Dong Yajuan
Laboratory of Animal Molecular, Shandong Black Cattle Breeding Engineering Technology Center, College of Animal Science, Qingdao Agricultural University, Qingdao, 266109, China.
Black Cattle Seed Industry Innovation Center, Shandong Black Cattle Breeding Engineering Technology Center, College of Animal Science, Qingdao Agricultural University, Qingdao, 266109, China.
BMC Genomics. 2025 Jul 1;26(1):628. doi: 10.1186/s12864-025-11825-1.
This study was designed to identify candidate marker proteins that influence the growth and development of Shandong black cattle bull testes through multiomics joint analysis, thereby providing a certain theoretical basis for testis growth and development as well as bull selection. Eight 12-month-old Shandong Black cattle bulls were selected, and testis tissues were collected. The testes were categorized into two groups on the basis of their morphological characteristics: Group 1 (weight > 120 g) and Group 2 (weight < 120 g), with 4 animals in each group. Group 2 was employed as the control group to construct a protein and metabolite library for joint analysis to screen candidate marker proteins that affect testis spermatogenesis.
The results revealed that 1553 differential expression proteins (DEPs) were differentially expressed between the large and small testes of black Bleykett bulls, with 1219 being upregulated and 334 being downregulated. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment results revealed that the upregulated DEPs were involved primarily in the cell cycle (CDK1, CCNB, MCM4), DNA replication (MCM3, MCM4), etc. The downregulated DEPs were associated mainly with metabolic pathways (ACSM1, IMPDH1), etc. The Gene Ontology (GO) enrichment results revealed that the DEPs were significantly enriched in the categories of cytoskeleton movement. Weighted gene coexpression analysis suggested that testis weight was significantly correlated with MCM, STRADA, and SEC31B. After the DEPs were integrated, a protein-protein interaction (PPI) analysis was performed, and 10 key regulatory proteins, including MCM3, MCM4, CDK1, and CDK2, were identified. Metabolomics demonstrated that 14 upregulated metabolites were predominantly enriched Glycerolipid metabolism (uridine diphosphate glucose), and 59 downregulated metabolites were significantly enriched in metabolic pathways (hypoxanthine).
A combined analysis revealed that UDPG upregulation enhances MCM3/MCM4 activity during S phase, thereby promoting spermatogenesis. Hypoxanthine upregulation inhibits the activity of CDK1, leading to a blockage in the transition from the G2/M phase of the cell cycle, thereby inhibiting spermatogenesis. In summary, MCM3, MCM4, and CDK1 participate in regulating the process of testis spermatogenesis.
本研究旨在通过多组学联合分析鉴定影响山东黑牛公牛睾丸生长发育的候选标记蛋白,从而为睾丸生长发育及公牛选育提供一定的理论依据。选取8头12月龄的山东黑牛公牛,采集睾丸组织。根据睾丸形态特征将其分为两组:第1组(重量>120 g)和第2组(重量<120 g),每组4头动物。以第2组作为对照组,构建蛋白质和代谢物文库进行联合分析,以筛选影响睾丸精子发生的候选标记蛋白。
结果显示,黑牛公牛大小睾丸之间有1553个差异表达蛋白(DEP),其中1219个上调,334个下调。京都基因与基因组百科全书(KEGG)富集结果显示,上调的DEP主要参与细胞周期(CDK1、CCNB、MCM4)、DNA复制(MCM3、MCM4)等过程。下调的DEP主要与代谢途径(ACSM1、IMPDH1)等相关。基因本体论(GO)富集结果显示,DEP在细胞骨架运动类别中显著富集。加权基因共表达分析表明,睾丸重量与MCM、STRADA和SEC31B显著相关。对DEP进行整合后,进行蛋白质-蛋白质相互作用(PPI)分析,鉴定出10个关键调节蛋白,包括MCM3、MCM4、CDK1和CDK2。代谢组学表明,14种上调的代谢物主要富集在甘油磷脂代谢(尿苷二磷酸葡萄糖)中,59种下调的代谢物在代谢途径(次黄嘌呤)中显著富集。
联合分析表明,UDPG上调增强了S期MCM3/MCM4的活性,从而促进精子发生。次黄嘌呤上调抑制CDK1的活性,导致细胞周期G2/M期过渡受阻,从而抑制精子发生。综上所述,MCM3、MCM4和CDK1参与调节睾丸精子发生过程。