Combination of flow cytometry and metagenomics to monitor the effect of raw vs digested manure on microbial diversity in anaerobic digestion of Napier grass.

IF 3 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES
Madhumita Priyadarsini, Abhishek S Dhoble
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Abstract

Microbiomes play a crucial role in anaerobic digestion (AD), by degrading the complex lignocellulosic biomass leading to biomethane production. This study emphasizes the role of microbial diversity and its impact on the digester's performance with raw (CD) and digested manure (ADS) as a source of microbiome and Napier grass (NG) as feedstock. The integration of flow cytometry and metagenomics provides a novel perspective on microbial dynamics during anaerobic digestion. Initially, the inocula (ADS and CD) had 354 bacterial and 8 archaeal genera in common that decreased to 39 bacteria and 1 archaeon at the end of experiment, indicating significant shift in microbial diversity during the process. Metagenome sequencing showed that Clostridium was the most abundant genera in NG digested with ADS, while Prevotella was in NG digested with CD. An approximately 2.45% increase in Clostridium in NG digested with ADS led to VFA accumulation and pH drop, inhibiting methanogens and lower biogas production. Most of the flow cytometric populations showed positive correlation with Prevotella suggesting its key role in breaking down of complex substrate. The population 2, 3, and 5 positively correlated to biogas production. NG digested with CD produced nearly twice biogas yield (1064.33 ± 119.97 mL) compared to ADS (508 ± 20.95 mL) which corresponds to the enhanced microbial activity in CD. These findings suggest that microbiome of CD might be better acclimatized for NG degradation than ADS as NG is often used as cattle fodder.

结合流式细胞术和宏基因组学监测生粪与消化粪对纳皮草厌氧消化微生物多样性的影响。
微生物群在厌氧消化(AD)中发挥着至关重要的作用,通过降解复杂的木质纤维素生物质导致生物甲烷的产生。本研究以生粪(CD)和消化粪(ADS)为微生物群来源,纳皮草(NG)为原料,重点研究微生物多样性对沼气池性能的影响。流式细胞术和宏基因组学的结合为厌氧消化过程中的微生物动力学提供了一个新的视角。接种菌(ADS和CD)最初共有354种细菌和8种古菌属,实验结束时减少到39种细菌和1种古菌,表明在此过程中微生物多样性发生了显著变化。元基因组测序结果显示,ADS消化的NG中梭状芽孢杆菌数量最多,而CD消化的NG中普雷沃菌数量最多。ADS消化的NG中梭状芽孢杆菌数量增加约2.45%,导致VFA积累和pH下降,抑制了产甲烷菌,降低了沼气产量。大多数流式细胞术群体显示与普雷沃氏菌呈正相关,表明其在复杂底物分解中起关键作用。种群2、3、5与产气量呈正相关。CD消化的NG产气量(1064.33±119.97 mL)是ADS(508±20.95 mL)的近两倍,这表明CD中的微生物活性增强。这些结果表明,由于NG经常被用作牛饲料,CD的微生物组可能比ADS更好地适应NG的降解。
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来源期刊
Environmental Monitoring and Assessment
Environmental Monitoring and Assessment 环境科学-环境科学
CiteScore
4.70
自引率
6.70%
发文量
1000
审稿时长
7.3 months
期刊介绍: Environmental Monitoring and Assessment emphasizes technical developments and data arising from environmental monitoring and assessment, the use of scientific principles in the design of monitoring systems at the local, regional and global scales, and the use of monitoring data in assessing the consequences of natural resource management actions and pollution risks to man and the environment.
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