Genome-resolved gut microbial guild and fecal metabolic signatures associated with post-weaning estrus return in sows.

IF 4.5 Q1 MICROBIOLOGY
Pan Jiang, Mengqing Zhou, Yang Wen, Zikang Hu, Yongqiang Hu, Min Liu
{"title":"Genome-resolved gut microbial guild and fecal metabolic signatures associated with post-weaning estrus return in sows.","authors":"Pan Jiang, Mengqing Zhou, Yang Wen, Zikang Hu, Yongqiang Hu, Min Liu","doi":"10.1186/s42523-026-00601-5","DOIUrl":null,"url":null,"abstract":"<p><p>Post-weaning estrus return is critical for sow reproductive efficiency. The gut microbiota is associated with post-weaning estrus of sows, potentially through effects on nutrient utilization and metabolic regulation. However, current microbial signatures associated with estrus return remain poorly resolved at the strain-level. Here, we explored the relationship between the gut microbiome and post-weaning estrus in sows using metagenomics and metabolomics profiling of 85 fecal samples. From 2,704 non-redundant metagenome-assembled genomes (MAGs), 608 estrus-associated MAGs were identified by LEfSe analysis. Among these, 48 high-quality MAGs were selected for co-abundance network analysis, which revealed two competing microbial functional guilds. Guild 1 was significantly enriched in the normal group, harboring more β-glucosidase and folate biosynthesis genes, but fewer antibiotic resistance genes and virulence factors than Guild 2. A random forest model based on these 48 MAGs demonstrated excellent performance in distinguishing between the normal and non-return sows (AUROC = 0.946) and was validated in an independent dataset (n = 29, AUROC = 0.818). Additionally, the guild-level microbiome index (GMI) derived from abundance differences between the two guilds also showed good discriminatory power (AUROC = 0.799). Integrated multi-omics analysis revealed alterations in fecal bile acid metabolism in non-return sows, characterized by a significantly increased ratio of secondary to primary bile acids and the accumulation of specific secondary bile acids. Notably, the enrichment of the Clostridia strain SFHK01 sp016296675, a member of Guild 2, and its encoded 12α-HSDH gene was positively associated with specific secondary bile acids, suggesting that this specific strain is involved in the distinct metabolic alterations observed in non-return sows. These findings provide the genome-resolved and guild-based insights into the gut microbial signatures associated with post-weaning estrus return, offering a basis for potential microbiota-targeted interventions to improve sow reproductive performance.</p>","PeriodicalId":72201,"journal":{"name":"Animal microbiome","volume":" ","pages":""},"PeriodicalIF":4.5000,"publicationDate":"2026-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13673678/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Animal microbiome","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s42523-026-00601-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Post-weaning estrus return is critical for sow reproductive efficiency. The gut microbiota is associated with post-weaning estrus of sows, potentially through effects on nutrient utilization and metabolic regulation. However, current microbial signatures associated with estrus return remain poorly resolved at the strain-level. Here, we explored the relationship between the gut microbiome and post-weaning estrus in sows using metagenomics and metabolomics profiling of 85 fecal samples. From 2,704 non-redundant metagenome-assembled genomes (MAGs), 608 estrus-associated MAGs were identified by LEfSe analysis. Among these, 48 high-quality MAGs were selected for co-abundance network analysis, which revealed two competing microbial functional guilds. Guild 1 was significantly enriched in the normal group, harboring more β-glucosidase and folate biosynthesis genes, but fewer antibiotic resistance genes and virulence factors than Guild 2. A random forest model based on these 48 MAGs demonstrated excellent performance in distinguishing between the normal and non-return sows (AUROC = 0.946) and was validated in an independent dataset (n = 29, AUROC = 0.818). Additionally, the guild-level microbiome index (GMI) derived from abundance differences between the two guilds also showed good discriminatory power (AUROC = 0.799). Integrated multi-omics analysis revealed alterations in fecal bile acid metabolism in non-return sows, characterized by a significantly increased ratio of secondary to primary bile acids and the accumulation of specific secondary bile acids. Notably, the enrichment of the Clostridia strain SFHK01 sp016296675, a member of Guild 2, and its encoded 12α-HSDH gene was positively associated with specific secondary bile acids, suggesting that this specific strain is involved in the distinct metabolic alterations observed in non-return sows. These findings provide the genome-resolved and guild-based insights into the gut microbial signatures associated with post-weaning estrus return, offering a basis for potential microbiota-targeted interventions to improve sow reproductive performance.

基因组解析的肠道微生物公会和粪便代谢特征与母猪断奶后发情返回相关。
断奶后发情恢复对母猪繁殖效率至关重要。肠道微生物群与母猪断奶后发情有关,可能是通过对养分利用和代谢调节的影响。然而,目前与发情返回相关的微生物特征在菌株水平上仍未得到很好的解决。在这里,我们利用85个粪便样本的宏基因组学和代谢组学分析,探讨了母猪肠道微生物组与断奶后发情之间的关系。从2,704个非冗余宏基因组组装基因组(MAGs)中,通过LEfSe分析鉴定出608个与发情相关的MAGs。从中选择48个高质量的mag进行共丰度网络分析,揭示了两个相互竞争的微生物功能行会。Guild 1在正常组中显著富集,β-葡萄糖苷酶和叶酸生物合成基因比Guild 2多,耐药基因和毒力因子比Guild 2少。基于这48个mag的随机森林模型在区分正常母猪和不回归母猪方面表现出优异的性能(AUROC = 0.946),并在独立数据集(n = 29, AUROC = 0.818)中进行了验证。此外,由两个行业丰度差异得出的行业微生物组指数(GMI)也具有良好的区分力(AUROC = 0.799)。综合多组学分析显示,不回归母猪的粪便胆汁酸代谢发生了变化,其特征是次级胆汁酸与初级胆汁酸的比例显著增加,以及特异性次级胆汁酸的积累。值得注意的是,Guild 2成员梭菌SFHK01 sp016296675及其编码的12α-HSDH基因的富集与特异性次级胆汁酸呈正相关,表明该特异性菌株参与了不回归母猪中观察到的独特代谢改变。这些发现为断奶后发情恢复相关的肠道微生物特征提供了基因组解析和基于行会的见解,为潜在的针对微生物群的干预措施提供了基础,以提高母猪的繁殖性能。
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
CiteScore
7.20
自引率
0.00%
发文量
0
审稿时长
13 weeks
×
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
小红书