子宫内膜基因表达预测婆罗门奶牛妊娠结局

IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Cecilia Constantino Rocha, Felipe A. C. C. Silva, Ligia Cavani, Andrey Luiz Lopes Cordeiro, Mariangela Bueno Cordeiro Maldonado, Alexandra Bennett, Abdul Waheed, Meghan Campbell, Ky G. Pohler, Francisco Peñagaricano, Mario Binelli
{"title":"子宫内膜基因表达预测婆罗门奶牛妊娠结局","authors":"Cecilia Constantino Rocha,&nbsp;Felipe A. C. C. Silva,&nbsp;Ligia Cavani,&nbsp;Andrey Luiz Lopes Cordeiro,&nbsp;Mariangela Bueno Cordeiro Maldonado,&nbsp;Alexandra Bennett,&nbsp;Abdul Waheed,&nbsp;Meghan Campbell,&nbsp;Ky G. Pohler,&nbsp;Francisco Peñagaricano,&nbsp;Mario Binelli","doi":"10.1002/mrd.70047","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>There is a small number of studies describing the uterine biology of <i>Bos indicus</i> cows. We hypothesized that there is a transcriptional signature in endometrial epithelial cells 4 days after estrus (D4) that predicts the ability of the cow to remain pregnant/artificial insemination (AI). Brahman cows were submitted to an estrous synchronization protocol and AI. On D4 cows were submitted to endometrial cytology. Pregnancy/AI was diagnosed on day 30 and endometrial cytology samples were submitted to RNA-seq (<i>n</i> = 32 nonpregnant and <i>n</i> = 32 pregnant). Based on RNA-seq we performed targeted analysis using pathways previously reported in the literature and untargeted analysis using Ingenuity Pathway Analysis. A total of 975 genes were significantly associated (<i>p</i> ≤ 0.1) with pregnancy/AI, 64.9% of them (620/975) showed a negative association. Targeted and untargeted analysis showed a downregulation of Th2 immune response and activation of cholesterol biosynthesis in pregnant cows. Prediction analysis resulted in greater accuracy for the targeted transcripts than the whole transcriptome (0.91 vs. 0.86) but reduced precision (0.64 vs. 0.74). In conclusion, the endometrial receptivity was predominantly marked by an overall reduction in the molecular response. Th2 response and cholesterol biosynthesis are promising pathways to understand uterine biology, and the use of a set of genes rather than a single gene appears to be the future for prediction of pregnancy in bovine.</p>\n </div>","PeriodicalId":18856,"journal":{"name":"Molecular Reproduction and Development","volume":"92 8","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Endometrial Gene Expression Predicts Pregnancy Outcome in Brahman Cows\",\"authors\":\"Cecilia Constantino Rocha,&nbsp;Felipe A. C. C. Silva,&nbsp;Ligia Cavani,&nbsp;Andrey Luiz Lopes Cordeiro,&nbsp;Mariangela Bueno Cordeiro Maldonado,&nbsp;Alexandra Bennett,&nbsp;Abdul Waheed,&nbsp;Meghan Campbell,&nbsp;Ky G. Pohler,&nbsp;Francisco Peñagaricano,&nbsp;Mario Binelli\",\"doi\":\"10.1002/mrd.70047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>There is a small number of studies describing the uterine biology of <i>Bos indicus</i> cows. We hypothesized that there is a transcriptional signature in endometrial epithelial cells 4 days after estrus (D4) that predicts the ability of the cow to remain pregnant/artificial insemination (AI). Brahman cows were submitted to an estrous synchronization protocol and AI. On D4 cows were submitted to endometrial cytology. Pregnancy/AI was diagnosed on day 30 and endometrial cytology samples were submitted to RNA-seq (<i>n</i> = 32 nonpregnant and <i>n</i> = 32 pregnant). Based on RNA-seq we performed targeted analysis using pathways previously reported in the literature and untargeted analysis using Ingenuity Pathway Analysis. A total of 975 genes were significantly associated (<i>p</i> ≤ 0.1) with pregnancy/AI, 64.9% of them (620/975) showed a negative association. Targeted and untargeted analysis showed a downregulation of Th2 immune response and activation of cholesterol biosynthesis in pregnant cows. Prediction analysis resulted in greater accuracy for the targeted transcripts than the whole transcriptome (0.91 vs. 0.86) but reduced precision (0.64 vs. 0.74). In conclusion, the endometrial receptivity was predominantly marked by an overall reduction in the molecular response. Th2 response and cholesterol biosynthesis are promising pathways to understand uterine biology, and the use of a set of genes rather than a single gene appears to be the future for prediction of pregnancy in bovine.</p>\\n </div>\",\"PeriodicalId\":18856,\"journal\":{\"name\":\"Molecular Reproduction and Development\",\"volume\":\"92 8\",\"pages\":\"\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2025-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Reproduction and Development\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/mrd.70047\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Reproduction and Development","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/mrd.70047","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

有少量的研究描述了印度牛的子宫生物学。我们假设在发情后4天(D4)子宫内膜上皮细胞中存在一个转录信号,可以预测奶牛保持妊娠/人工授精(AI)的能力。婆罗门牛被提交到一个发情同步协议和人工智能。D4奶牛进行子宫内膜细胞学检查。在第30天诊断妊娠/AI,并将子宫内膜细胞学样本提交RNA-seq (n = 32例未妊娠和n = 32例妊娠)。基于RNA-seq,我们使用文献中先前报道的途径进行了靶向分析,使用独创性途径分析进行了非靶向分析。975个基因与妊娠/AI显著相关(p≤0.1),64.9%(620/975)基因与妊娠/AI呈负相关。靶向和非靶向分析显示,Th2免疫反应下调,胆固醇生物合成激活。预测分析结果表明,与整个转录组相比,目标转录本的准确性更高(0.91比0.86),但精度降低(0.64比0.74)。总之,子宫内膜容受性主要表现为分子反应的总体减少。Th2反应和胆固醇生物合成是了解子宫生物学的有希望的途径,使用一组基因而不是单个基因来预测牛的妊娠似乎是未来的发展方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Endometrial Gene Expression Predicts Pregnancy Outcome in Brahman Cows

There is a small number of studies describing the uterine biology of Bos indicus cows. We hypothesized that there is a transcriptional signature in endometrial epithelial cells 4 days after estrus (D4) that predicts the ability of the cow to remain pregnant/artificial insemination (AI). Brahman cows were submitted to an estrous synchronization protocol and AI. On D4 cows were submitted to endometrial cytology. Pregnancy/AI was diagnosed on day 30 and endometrial cytology samples were submitted to RNA-seq (n = 32 nonpregnant and n = 32 pregnant). Based on RNA-seq we performed targeted analysis using pathways previously reported in the literature and untargeted analysis using Ingenuity Pathway Analysis. A total of 975 genes were significantly associated (p ≤ 0.1) with pregnancy/AI, 64.9% of them (620/975) showed a negative association. Targeted and untargeted analysis showed a downregulation of Th2 immune response and activation of cholesterol biosynthesis in pregnant cows. Prediction analysis resulted in greater accuracy for the targeted transcripts than the whole transcriptome (0.91 vs. 0.86) but reduced precision (0.64 vs. 0.74). In conclusion, the endometrial receptivity was predominantly marked by an overall reduction in the molecular response. Th2 response and cholesterol biosynthesis are promising pathways to understand uterine biology, and the use of a set of genes rather than a single gene appears to be the future for prediction of pregnancy in bovine.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.20
自引率
0.00%
发文量
78
审稿时长
6-12 weeks
期刊介绍: Molecular Reproduction and Development takes an integrated, systems-biology approach to understand the dynamic continuum of cellular, reproductive, and developmental processes. This journal fosters dialogue among diverse disciplines through primary research communications and educational forums, with the philosophy that fundamental findings within the life sciences result from a convergence of disciplines. Increasingly, readers of the Journal need to be informed of diverse, yet integrated, topics impinging on their areas of interest. This requires an expansion in thinking towards non-traditional, interdisciplinary experimental design and data analysis.
×
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