Fu Zhihui, Sun Lin, Wang Zhijun, Liu Jingyi, Hou Meiling, Lu Qiang, Hao Junfeng, Jia Yushan, Ge Gentu
College of Grassland, Resources and Environment, Key Laboratory of Forage Cultivation, Processing and High Efficient Utilization of Ministry of Agriculture, and Key Laboratory of Grassland Resources, Inner Mongolia Agricultural University, Ministry of Education, Hohhot, China.
Inner Mongolia Academy of Agricultural & Animal Husbandry Sciences, Hohhot, China.
Front Microbiol. 2023 Jan 13;13:1054612. doi: 10.3389/fmicb.2022.1054612. eCollection 2022.
This study aimed to investigate the effects of different growth stages (booting period-SYK; initial flowering-SCK; full flowering-SSK) on the fermentation quality, microbial community, metabolic pathways and metabolomic characteristics of Italian ryegrass silage.
Single molecule real-time (SMRT) sequencing and ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS/MS) were used to analyze bacterial communities and metabolites, respectively.
After 60 d of fermentation, SYK had the lowest pH and the highest lactic acid content, which were significantly different from the other groups. The bacteria with the highest abundance in SYK, SCK and SSK groups were (63.98%), Weissella minor (28.82%) and (64.81%), respectively. In addition, among the main differential metabolites in different growth stages, the number of amino acids was the most, and the corresponding metabolic pathways were mainly amino acid metabolic pathways. The biosynthesis of phenylalanine, tyrosine and tryptophan was significantly enriched (p<0.01) at booting stage and full flowering stage. Purine metabolism and ABC transporter pathway were significantly enriched at the initial flowering (p<0.001). had a negative correlation with xanthine and ganoderic acid F. had a positive correlation with D-Mannose and ganoderic acid F. had a positive correlation with xanthine, and had a positive correlation with cinnamic acid, D-Mannose, 2-Hydroxycinnamic acid and uridine.
In conclusion, this study reveals the interaction mechanisms between ryegrass raw materials at different growth stages and epiphytic microorganisms during ensiling fermentation, providing new ideas for screening functional lactic acid bacteria, and laying a theoretical foundation for the production of safe and high-quality silage.
本研究旨在探讨不同生长阶段(孕穗期 - SYK;初花期 - SCK;盛花期 - SSK)对多花黑麦草青贮发酵品质、微生物群落、代谢途径及代谢组学特征的影响。
分别采用单分子实时(SMRT)测序和超高效液相色谱 - 质谱联用(UHPLC - MS/MS)分析细菌群落和代谢产物。
发酵60 d后,SYK的pH值最低,乳酸含量最高,与其他组差异显著。SYK、SCK和SSK组中丰度最高的细菌分别为(63.98%)、微小魏斯氏菌(28.82%)和(64.81%)。此外,在不同生长阶段的主要差异代谢产物中,氨基酸数量最多,相应的代谢途径主要是氨基酸代谢途径。苯丙氨酸、酪氨酸和色氨酸的生物合成在孕穗期和盛花期显著富集(p<0.01)。嘌呤代谢和ABC转运蛋白途径在初花期显著富集(p<0.001)。与黄嘌呤和灵芝酸F呈负相关。与D - 甘露糖和灵芝酸F呈正相关。与黄嘌呤呈正相关,与肉桂酸、D - 甘露糖、2 - 羟基肉桂酸和尿苷呈正相关。
综上所述,本研究揭示了多花黑麦草不同生长阶段原料与青贮发酵过程中附生微生物之间的相互作用机制,为筛选功能性乳酸菌提供了新思路,为生产安全优质青贮饲料奠定了理论基础。