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Assessing quality of Medicago sativa silage by monitoring bacterial composition with single molecule real-time sequencing technology and various physiological parameters

机译:通过单分子实时测序技术和各种生理参数监测细菌组成来评估紫花苜蓿青贮饲料的质量

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摘要

The present study applied the PacBio single molecule, real-time sequencing technology (SMRT) in evaluating the quality of silage production. Specifically, we produced four types of Medicago sativa silages by using four different lactic acid bacteria-based additives (AD-I, AD-II, AD-III and AD-IV). We monitored the changes in pH, organic acids (including butyric acid, the ratio of acetic acid/lactic acid, γ-aminobutyric acid, 4-hyroxy benzoic acid and phenyl lactic acid), mycotoxins, and bacterial microbiota during silage fermentation. Our results showed that the use of the additives was beneficial to the silage fermentation by enhancing a general pH and mycotoxin reduction, while increasing the organic acids content. By SMRT analysis of the microbial composition in eight silage samples, we found that the bacterial species number and relative abundances shifted apparently after fermentation. Such changes were specific to the LAB species in the additives. Particularly, Bacillus megaterium was the initial dominant species in the raw materials; and after the fermentation process, Pediococcus acidilactici and Lactobacillus plantarum became the most prevalent species, both of which were intrinsically present in the LAB additives. Our data have demonstrated that the SMRT sequencing platform is applicable in assessing the quality of silage.
机译:本研究将PacBio单分子实时测序技术(SMRT)用于评估青贮饲料生产的质量。具体来说,我们使用四种不同的乳酸菌类添加剂(AD-I,AD-II,AD-III和AD-IV)生产了四种苜蓿青贮饲料。我们监测了青贮饲料发酵过程中pH值,有机酸(包括丁酸,乙酸/乳酸,γ-氨基丁酸,4-羟基苯甲酸和苯基乳酸的比率),霉菌毒素和细菌菌群的变化。我们的结果表明,添加剂的使用通过提高一般pH值和降低霉菌毒素,同时增加有机酸含量,对青贮饲料发酵是有益的。通过对8个青贮饲料样品中微生物组成的SMRT分析,我们发现发酵后细菌种类数量和相对丰度发生了明显变化。此类变化是添加剂中LAB物种所特有的。特别地,巨大芽孢杆菌是原材料中的主要优势种。发酵过程之后,乳酸乳球菌和植物乳杆菌成为最流行的菌种,二者都固有地存在于LAB添加剂中。我们的数据表明,SMRT测序平台可用于评估青贮饲料的质量。

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