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Updated: Jun 27, 2026

Metagenomic Analysis of Silage
Published on: January 13, 2017
Multi Omics Analysis Reveals That Compound Radix Pulsatillae and Lactic Acid Bacteria Reprogram the Microbiome
Yuanyuan Jing1, Haoran Wang1, Heng Jiang1
1Institute of Grassland Research, Chinese Academy of Agricultural Sciences, No. 120, East Ulanqab Street, Saihan District, Hohhot 010010, China.
Compound Radix Pulsatillae (CRP) and lactic acid bacteria (LAB) inoculants improved oat silage fermentation. The combination enhanced nutritional value and suppressed spoilage, identifying key metabolites for future silage additive development.
Area of Science:
- Agricultural Science
- Microbiology
- Metabolomics
Background:
- Oat silage fermentation frequently fails due to low lactic acid bacteria (LAB) and water-soluble carbohydrate content.
- Compound Radix Pulsatillae (CRP) is explored as a potential additive to improve silage quality.
Purpose of the Study:
- To investigate the effects of CRP alone and in combination with a commercial LAB inoculant on oat silage fermentation.
- To elucidate the molecular mechanisms underlying the improved silage quality using multi-omics approaches.
Main Methods:
- Oat silage was treated with CRP, a commercial LAB inoculant (CRP_LA), or a combination.
- Fermentation quality was assessed, and microbial communities were analyzed using 16S rRNA sequencing.
- Metabolomic profiling was performed using UPLC-MS/MS, integrated with Weighted Gene Co-expression Network Analysis (WGCNA).
Main Results:
- Both CRP and CRP_LA treatments increased dry matter and water-soluble carbohydrate content while reducing fiber and ammonia nitrogen.
- CRP_LA significantly improved fermentation quality, indicated by lower pH and higher lactic acid content.
- Multi-omics analysis identified six key metabolites (flavonoids, terpenoids, alkaloids, phenolic acids, nucleotide derivatives) positively correlated with Lactobacillus abundance and silage quality, while inhibiting spoilage bacteria.
Conclusions:
- Co-fermentation of oat silage with CRP and LAB inoculants significantly enhances fermentation quality and nutritional value.
- Specific metabolites identified through integrated multi-omics analysis are potential biomarkers for silage quality and functional additive development.
- Further mechanistic studies are needed to validate the role of these metabolites in silage improvement.
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