Identification of candidate proteins influencing spermatogenesis in Shandong black cattle via integrated multiomics analysis.

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Qiuyue Zhao, Ruili Liu, Xiuping Miao, Yanfang Mei, Xiuyuan Wang, Jiaxu Ma, Lei Zou, Renzheng Zhang, Xuejin Bai, Yajuan Dong
{"title":"Identification of candidate proteins influencing spermatogenesis in Shandong black cattle via integrated multiomics analysis.","authors":"Qiuyue Zhao, Ruili Liu, Xiuping Miao, Yanfang Mei, Xiuyuan Wang, Jiaxu Ma, Lei Zou, Renzheng Zhang, Xuejin Bai, Yajuan Dong","doi":"10.1186/s12864-025-11825-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":9030,"journal":{"name":"BMC Genomics","volume":"26 1","pages":"628"},"PeriodicalIF":3.7000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12211342/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s12864-025-11825-1","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: 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.

Results: 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).

Conclusion: 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.

综合多组学分析鉴定影响山东黑牛精子发生的候选蛋白。
背景: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,为睾丸生长发育和公牛选择提供一定的理论依据。选取12月龄山东黑牛8头,采集睾丸组织。根据睾丸的形态特征将其分为两组:1组(体重100 ~ 120 g)和2组(体重100 ~ 120 g)。结果:黑布莱基特公牛大、小睾丸差异表达蛋白(DEPs) 1553个,其中上调1219个,下调334个。京都基因与基因组百科全书(KEGG)富集结果显示,上调的DEPs主要参与细胞周期(CDK1、CCNB、MCM4)、DNA复制(MCM3、MCM4)等。下调的DEPs主要与代谢途径(ACSM1、IMPDH1)等相关。基因本体(Gene Ontology, 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显示,睾丸体重与MCM、STRADA、SEC31B显著相关。整合DEPs后,进行蛋白相互作用(PPI)分析,鉴定出10个关键调控蛋白,包括MCM3、MCM4、CDK1和CDK2。代谢组学表明,14种上调代谢物主要富集于甘油脂代谢(尿苷二磷酸葡萄糖),59种下调代谢物显著富集于代谢途径(次黄嘌呤)。结论:综合分析发现,UDPG上调可增强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CDK1参与了睾丸精子发生过程的调控。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信