W.C. Ke , R. Su , M. Franco , M. Rinne , D.M. Xu , G.J. Zhang , X.S. Guo
{"title":"接种剂对苜蓿青贮的影响:一项多组学分析揭示了微生物群落和代谢变化,尽管发酵质量不理想","authors":"W.C. Ke , R. Su , M. Franco , M. Rinne , D.M. Xu , G.J. Zhang , X.S. Guo","doi":"10.1016/j.anifeedsci.2025.116329","DOIUrl":null,"url":null,"abstract":"<div><div>Lactic acid bacteria are extensively utilized in silage production to enhance fermentation quality, yet their effects remain variable. This study investigated the potential role and underlying mechanisms of inoculants in silage fermentation through microbiome and metabolome analyses, despite suboptimal fermentation outcomes. Alfalfa was wilted to 300 g/kg (LDM) and 430 g/kg (HDM) fresh weight and ensiled either without inoculation (CON) or with <em>Lactiplantibacillus plantarum</em> (LP) or <em>Pediococcus pentosaceus</em> (PP). After 60 days of fermentation at 20°C, samples were assessed using integrated microbiome sequencing and metabolome profiling alongside conventional fermentation parameters. All treatments exhibited elevated pH values (> 5.00), particularly under LDM condition, indicating inadequate fermentation. Although LP and PP inoculation resulted in lower pH values, they had no impact on proteolysis or nutritional preservation. Microbiome analysis revealed distinct bacterial community structures, with CON and PP-treated silages dominated by <em>Weissella</em> and <em>Pediococcus</em>, whereas LP-inoculated silage was characterized by high levels of <em>Lactiplantibacillus</em> abundance and substantial proportions of <em>Hafnia-Obesumbacterium</em> and <em>Enterobacter</em>, irrespective of DM content. LP inoculation enhanced amino acid and energy metabolism within bacterial communities while suppressing carbohydrate and nucleotide metabolism. Metabolome analysis confirmed significant metabolic shifts between DM contents; at LDM, LP-inoculated silage exhibited reduced lactulose and lyxose concentrations, while at LDM, LP and PP treatments increased tyrosine levels but decreased N-Methyl-DL-alanine and N(alpha), N(alpha)-dimethyl-L-histidine concentrations. These findings demonstrate that bacterial inoculants profoundly influence microbial composition and metabolic pathways in silage, even in the absence of substantial improvements in conventional fermentation metrics. The integration of microbiome and metabolome analyses provides novel insights into the complex mechanisms of inoculant-mediated silage fermentation.</div></div>","PeriodicalId":7861,"journal":{"name":"Animal Feed Science and Technology","volume":"324 ","pages":"Article 116329"},"PeriodicalIF":2.5000,"publicationDate":"2025-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Impact of inoculants on alfalfa silage: a multi-omics analysis reveals microbial community and metabolic shifts despite undesirable fermentation quality\",\"authors\":\"W.C. Ke , R. Su , M. Franco , M. Rinne , D.M. Xu , G.J. Zhang , X.S. Guo\",\"doi\":\"10.1016/j.anifeedsci.2025.116329\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Lactic acid bacteria are extensively utilized in silage production to enhance fermentation quality, yet their effects remain variable. This study investigated the potential role and underlying mechanisms of inoculants in silage fermentation through microbiome and metabolome analyses, despite suboptimal fermentation outcomes. Alfalfa was wilted to 300 g/kg (LDM) and 430 g/kg (HDM) fresh weight and ensiled either without inoculation (CON) or with <em>Lactiplantibacillus plantarum</em> (LP) or <em>Pediococcus pentosaceus</em> (PP). After 60 days of fermentation at 20°C, samples were assessed using integrated microbiome sequencing and metabolome profiling alongside conventional fermentation parameters. All treatments exhibited elevated pH values (> 5.00), particularly under LDM condition, indicating inadequate fermentation. Although LP and PP inoculation resulted in lower pH values, they had no impact on proteolysis or nutritional preservation. Microbiome analysis revealed distinct bacterial community structures, with CON and PP-treated silages dominated by <em>Weissella</em> and <em>Pediococcus</em>, whereas LP-inoculated silage was characterized by high levels of <em>Lactiplantibacillus</em> abundance and substantial proportions of <em>Hafnia-Obesumbacterium</em> and <em>Enterobacter</em>, irrespective of DM content. LP inoculation enhanced amino acid and energy metabolism within bacterial communities while suppressing carbohydrate and nucleotide metabolism. Metabolome analysis confirmed significant metabolic shifts between DM contents; at LDM, LP-inoculated silage exhibited reduced lactulose and lyxose concentrations, while at LDM, LP and PP treatments increased tyrosine levels but decreased N-Methyl-DL-alanine and N(alpha), N(alpha)-dimethyl-L-histidine concentrations. These findings demonstrate that bacterial inoculants profoundly influence microbial composition and metabolic pathways in silage, even in the absence of substantial improvements in conventional fermentation metrics. The integration of microbiome and metabolome analyses provides novel insights into the complex mechanisms of inoculant-mediated silage fermentation.</div></div>\",\"PeriodicalId\":7861,\"journal\":{\"name\":\"Animal Feed Science and Technology\",\"volume\":\"324 \",\"pages\":\"Article 116329\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-03-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Animal Feed Science and Technology\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0377840125001245\",\"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 Feed Science and Technology","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0377840125001245","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}
Impact of inoculants on alfalfa silage: a multi-omics analysis reveals microbial community and metabolic shifts despite undesirable fermentation quality
Lactic acid bacteria are extensively utilized in silage production to enhance fermentation quality, yet their effects remain variable. This study investigated the potential role and underlying mechanisms of inoculants in silage fermentation through microbiome and metabolome analyses, despite suboptimal fermentation outcomes. Alfalfa was wilted to 300 g/kg (LDM) and 430 g/kg (HDM) fresh weight and ensiled either without inoculation (CON) or with Lactiplantibacillus plantarum (LP) or Pediococcus pentosaceus (PP). After 60 days of fermentation at 20°C, samples were assessed using integrated microbiome sequencing and metabolome profiling alongside conventional fermentation parameters. All treatments exhibited elevated pH values (> 5.00), particularly under LDM condition, indicating inadequate fermentation. Although LP and PP inoculation resulted in lower pH values, they had no impact on proteolysis or nutritional preservation. Microbiome analysis revealed distinct bacterial community structures, with CON and PP-treated silages dominated by Weissella and Pediococcus, whereas LP-inoculated silage was characterized by high levels of Lactiplantibacillus abundance and substantial proportions of Hafnia-Obesumbacterium and Enterobacter, irrespective of DM content. LP inoculation enhanced amino acid and energy metabolism within bacterial communities while suppressing carbohydrate and nucleotide metabolism. Metabolome analysis confirmed significant metabolic shifts between DM contents; at LDM, LP-inoculated silage exhibited reduced lactulose and lyxose concentrations, while at LDM, LP and PP treatments increased tyrosine levels but decreased N-Methyl-DL-alanine and N(alpha), N(alpha)-dimethyl-L-histidine concentrations. These findings demonstrate that bacterial inoculants profoundly influence microbial composition and metabolic pathways in silage, even in the absence of substantial improvements in conventional fermentation metrics. The integration of microbiome and metabolome analyses provides novel insights into the complex mechanisms of inoculant-mediated silage fermentation.
期刊介绍:
Animal Feed Science and Technology is a unique journal publishing scientific papers of international interest focusing on animal feeds and their feeding.
Papers describing research on feed for ruminants and non-ruminants, including poultry, horses, companion animals and aquatic animals, are welcome.
The journal covers the following areas:
Nutritive value of feeds (e.g., assessment, improvement)
Methods of conserving and processing feeds that affect their nutritional value
Agronomic and climatic factors influencing the nutritive value of feeds
Utilization of feeds and the improvement of such
Metabolic, production, reproduction and health responses, as well as potential environmental impacts, of diet inputs and feed technologies (e.g., feeds, feed additives, feed components, mycotoxins)
Mathematical models relating directly to animal-feed interactions
Analytical and experimental methods for feed evaluation
Environmental impacts of feed technologies in animal production.