Suppr超能文献

生育期对多花黑麦草青贮发酵品质、微生物群落及代谢组学特性的影响

Effects of growth stage on the fermentation quality, microbial community, and metabolomic properties of Italian ryegrass ( Lam.) silage.

作者信息

Fu Zhihui, Sun Lin, Wang Zhijun, Liu Jingyi, Hou Meiling, Lu Qiang, Hao Junfeng, Jia Yushan, Ge Gentu

机构信息

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.

出版信息

Front Microbiol. 2023 Jan 13;13:1054612. doi: 10.3389/fmicb.2022.1054612. eCollection 2022.

Abstract

INTRODUCTION

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.

METHODS

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.

RESULTS

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.

DISCUSSION

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.

摘要

引言

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。

方法

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。

结果

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。

讨论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2284/9880220/fc021a98f136/fmicb-13-1054612-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验