Zhao Jie, Yin Xue-Jing, Wang Si-Ran, Li Jun-Feng, Dong Zhi-Hao, Shao Tao
Institute of Ensiling and Processing of grass, College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, China.
Front Microbiol. 2022 Aug 1;13:967624. doi: 10.3389/fmicb.2022.967624. eCollection 2022.
The purpose of this study was to evaluate the fermentation quality, microbial community, and functional shifts of sweet sorghum during ensiling. The high-moisture sweet sorghum (SS) was naturally ensiled for 1, 3, 7, 15, 30, and 60 days. After 60 days of ensiling, sweet sorghum silage (SSS) showed homolactic fermentation with absent butyric acid, low pH value, acceptable concentrations of propionic acid, ethanol, and ammonia nitrogen and high lactic acid concentration. , and were the advantage genera in SS. While, , and were dominant in 3-day SSS and subsequently replaced by in 60-day SSS. Spearman's correlation heatmap showed that and were negatively related to the pH value of SSS. There were great differences in the Kyoto Encyclopedia of Genes and Genomes (KEGG) functional profiles of SS and SSS. Ensiling process downregulated the metabolism of amino acid, energy, cofactors, and vitamins, but upregulated the metabolism of nucleotides and carbohydrates. Overall, next-generation sequencing in conjunction with KEGG functional prediction revealed the distinct differences in the initial and late phases of ensiling in terms of both community succession and functional shifts. The knowledge regarding bacterial community dynamics and functional shifts of SS during ensiling is important for understanding the fermentation mechanism and may contribute to the production of high-quality sweet sorghum silage.
本研究的目的是评估甜高粱青贮过程中的发酵品质、微生物群落及功能变化。将高水分甜高粱(SS)自然青贮1、3、7、15、30和60天。青贮60天后,甜高粱青贮料(SSS)呈现同型乳酸发酵,无丁酸,pH值较低,丙酸、乙醇和氨氮浓度可接受,乳酸浓度较高。在SS中,[具体属名1]、[具体属名2]和[具体属名3]是优势属。而在3天的SSS中,[具体属名4]、[具体属名5]和[具体属名6]占主导,随后在60天的SSS中被[具体属名7]取代。斯皮尔曼相关热图显示,[具体属名7]和[具体属名8]与SSS的pH值呈负相关。甜高粱(SS)和甜高粱青贮料(SSS)的京都基因与基因组百科全书(KEGG)功能谱存在很大差异。青贮过程下调了氨基酸、能量、辅因子和维生素的代谢,但上调了核苷酸和碳水化合物的代谢。总体而言,结合KEGG功能预测的新一代测序揭示了青贮初期和后期在群落演替和功能变化方面的明显差异。关于甜高粱青贮过程中细菌群落动态和功能变化的知识对于理解发酵机制很重要,可能有助于生产高质量的甜高粱青贮料。