{"title":"乳牛和西门塔尔奶牛乳成分变化及细菌、血清和肠道代谢组随时间的变化。","authors":"Runze Wang, Xu Yunxiang, Allan Degen, Xuefeng Han, Xinsheng Zhao, Qunying Zhang, Yayu Huang, Bingqiang Bai, Yingkui Yang, Shujie Liu, Yanfeng Xue, Lizhuang Hao","doi":"10.5713/ab.25.0109","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to elucidate the mechanisms underlying milk composition divergence between naks (female yaks) and Simmental cows (S-cows) by integrating longitudinal multi-omics analyses of gut microbiota and metabolomes.</p><p><strong>Methods: </strong>We determined the gut microbiota and metabolites of both species over a 54-day period (day 26 to 80 of lactation), with ten naks and ten S-cows. Gut microbiota dynamics were assessed via 16S rRNA sequencing, while serum and fecal metabolomes were profiled using UHPLC-MS/MS. Statistical analyses included Wilcoxon rank-sum tests, LEfSe (LDA > 2, p < 0.05), and Spearman correlations (r > 0.70).</p><p><strong>Results: </strong>Milk yield was lesser (0.53-0.91 vs. 2.07-3.88 kg/d) but concentrations of fat (5.63-6.30% vs. 3.30-3.74%), protein (5.66-6.30% vs. 3.39-3.74%), and conjugated linoleic acid(CLA) (1.74-2.35% vs. 1.40-1.75%) were greater (p < 0.001) in nak than S-cow milk. Species-specific microbial signatures emerged. In naks, the g-Family-XIII-AD3011-group and g-norank-Ruminococcaceae were correlated with bile acid metabolism and CLA synthesis via 13-hydroxyoctadecadienoic acid transport. Additionally, the naks gut had a greater concentration of 13-hydroxyoctadecadienoic acid, a precursor of CLA, which may be transported to mammary cells via phosphatidylcholine and converted to CLA under the catalysis of fatty acid desaturase2(FADS2). S-cows harbored g-Succinivibrio and g-Eubacterium-ruminantium-group, which are linked to galactose utilization and mTOR-mediated amino acid allocation. Metabolomics revealed naks-enriched steroid biosynthesis and taurine pathways (FDR < 0.05), while S-cows exhibited a lactating network associated with greater milk yield.</p><p><strong>Conclusions: </strong>Host-specific gut microbiota mediated nutrient allocation trade-offs. Naks optimized lipid-rich milk through bile acid and CLA metabolic networks, whereas S-cows enhanced yield via microbial-galactose synergies. This research underscores the pivotal role of the gut microbiome in mediating milk composition and suggests that microbiome manipulation could be a promising strategy to enhance milk quality in ruminants.</p>","PeriodicalId":7825,"journal":{"name":"Animal Bioscience","volume":" ","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Milk Composition Changes and Alterations in Bacteria, Serum, and Gut Metabolome Over Time in Lactating Naks and Simmental Cows.\",\"authors\":\"Runze Wang, Xu Yunxiang, Allan Degen, Xuefeng Han, Xinsheng Zhao, Qunying Zhang, Yayu Huang, Bingqiang Bai, Yingkui Yang, Shujie Liu, Yanfeng Xue, Lizhuang Hao\",\"doi\":\"10.5713/ab.25.0109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>This study aimed to elucidate the mechanisms underlying milk composition divergence between naks (female yaks) and Simmental cows (S-cows) by integrating longitudinal multi-omics analyses of gut microbiota and metabolomes.</p><p><strong>Methods: </strong>We determined the gut microbiota and metabolites of both species over a 54-day period (day 26 to 80 of lactation), with ten naks and ten S-cows. Gut microbiota dynamics were assessed via 16S rRNA sequencing, while serum and fecal metabolomes were profiled using UHPLC-MS/MS. Statistical analyses included Wilcoxon rank-sum tests, LEfSe (LDA > 2, p < 0.05), and Spearman correlations (r > 0.70).</p><p><strong>Results: </strong>Milk yield was lesser (0.53-0.91 vs. 2.07-3.88 kg/d) but concentrations of fat (5.63-6.30% vs. 3.30-3.74%), protein (5.66-6.30% vs. 3.39-3.74%), and conjugated linoleic acid(CLA) (1.74-2.35% vs. 1.40-1.75%) were greater (p < 0.001) in nak than S-cow milk. Species-specific microbial signatures emerged. In naks, the g-Family-XIII-AD3011-group and g-norank-Ruminococcaceae were correlated with bile acid metabolism and CLA synthesis via 13-hydroxyoctadecadienoic acid transport. Additionally, the naks gut had a greater concentration of 13-hydroxyoctadecadienoic acid, a precursor of CLA, which may be transported to mammary cells via phosphatidylcholine and converted to CLA under the catalysis of fatty acid desaturase2(FADS2). S-cows harbored g-Succinivibrio and g-Eubacterium-ruminantium-group, which are linked to galactose utilization and mTOR-mediated amino acid allocation. Metabolomics revealed naks-enriched steroid biosynthesis and taurine pathways (FDR < 0.05), while S-cows exhibited a lactating network associated with greater milk yield.</p><p><strong>Conclusions: </strong>Host-specific gut microbiota mediated nutrient allocation trade-offs. Naks optimized lipid-rich milk through bile acid and CLA metabolic networks, whereas S-cows enhanced yield via microbial-galactose synergies. This research underscores the pivotal role of the gut microbiome in mediating milk composition and suggests that microbiome manipulation could be a promising strategy to enhance milk quality in ruminants.</p>\",\"PeriodicalId\":7825,\"journal\":{\"name\":\"Animal Bioscience\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.4000,\"publicationDate\":\"2025-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Animal Bioscience\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.5713/ab.25.0109\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, DAIRY & ANIMAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Animal Bioscience","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.5713/ab.25.0109","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
Milk Composition Changes and Alterations in Bacteria, Serum, and Gut Metabolome Over Time in Lactating Naks and Simmental Cows.
Objective: This study aimed to elucidate the mechanisms underlying milk composition divergence between naks (female yaks) and Simmental cows (S-cows) by integrating longitudinal multi-omics analyses of gut microbiota and metabolomes.
Methods: We determined the gut microbiota and metabolites of both species over a 54-day period (day 26 to 80 of lactation), with ten naks and ten S-cows. Gut microbiota dynamics were assessed via 16S rRNA sequencing, while serum and fecal metabolomes were profiled using UHPLC-MS/MS. Statistical analyses included Wilcoxon rank-sum tests, LEfSe (LDA > 2, p < 0.05), and Spearman correlations (r > 0.70).
Results: Milk yield was lesser (0.53-0.91 vs. 2.07-3.88 kg/d) but concentrations of fat (5.63-6.30% vs. 3.30-3.74%), protein (5.66-6.30% vs. 3.39-3.74%), and conjugated linoleic acid(CLA) (1.74-2.35% vs. 1.40-1.75%) were greater (p < 0.001) in nak than S-cow milk. Species-specific microbial signatures emerged. In naks, the g-Family-XIII-AD3011-group and g-norank-Ruminococcaceae were correlated with bile acid metabolism and CLA synthesis via 13-hydroxyoctadecadienoic acid transport. Additionally, the naks gut had a greater concentration of 13-hydroxyoctadecadienoic acid, a precursor of CLA, which may be transported to mammary cells via phosphatidylcholine and converted to CLA under the catalysis of fatty acid desaturase2(FADS2). S-cows harbored g-Succinivibrio and g-Eubacterium-ruminantium-group, which are linked to galactose utilization and mTOR-mediated amino acid allocation. Metabolomics revealed naks-enriched steroid biosynthesis and taurine pathways (FDR < 0.05), while S-cows exhibited a lactating network associated with greater milk yield.
Conclusions: Host-specific gut microbiota mediated nutrient allocation trade-offs. Naks optimized lipid-rich milk through bile acid and CLA metabolic networks, whereas S-cows enhanced yield via microbial-galactose synergies. This research underscores the pivotal role of the gut microbiome in mediating milk composition and suggests that microbiome manipulation could be a promising strategy to enhance milk quality in ruminants.