Center for Water Cycle Research, Korea Institute of Science and Technology (KIST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul, 02792, Republic of Korea; Cental Biotechnology Research Department, Yangon Technological University, Insein, 11101, Yangon, Myanmar.
Center for Water Cycle Research, Korea Institute of Science and Technology (KIST), Hwarangno 14-gil 5, Seongbuk-gu, Seoul, 02792, Republic of Korea; Division of Energy and Environment Technology, KIST School, Korea University of Science and Technology (UST), Seoul, 02792, Republic of Korea.
Chemosphere. 2023 Oct;339:139767. doi: 10.1016/j.chemosphere.2023.139767. Epub 2023 Aug 8.
This study assessed the components of anaerobically digested sludge, activated sludge, and microbial and extracellular polymeric substance (EPS) enzymes to identify the mechanisms underlying nitrogen removal and soil regeneration. 16S rRNA gene amplicon-based sequencing was used to determine the microbial community composition and the related National Center for Biotechnology Information (NCBI) protein database was used to construct a conventional library from the observed community. EPS components were identified using gel-free proteomic (Liquid Chromatography with tandem mass spectrometry-LC/MS/MS) methods. Alginate-like EPS from aerobically activated sludge have strong potential for soil aggregation and water-holding capacity, whereas total EPS from anaerobic sludge have significant potential for ammonia removal under salt stress. Fourier transform infrared spectroscopy (FTIR) revealed that both EPS may contain proteins, carbohydrates, humic compounds, uronic acid, and DNA and determined the presence of O-H, N-H, C-N, CO, and C-H functional groups. These results demonstrate that the overall enzyme activity may be inactivated at 30 g L of salinity. An annotation found in Kyoto Encyclopedia of Genes and Genomes (KEGG)- KEGG Automatic Annotation Server (KAAS) revealed that the top two metabolic activities in the EPS generated from the anaerobic sludge were methane and nitrogen metabolism. Therefore, we focused on the nitrogen metabolism reference map 00910. EPS from the anaerobically digested sludge exhibited nitrate reductase, nitrite reductase, and dehydrogenase activities. Assimilatory nitrate reduction, denitrification, nitrification, and anammox removed ammonia biochemically. The influence of microbial extracellular metabolites on water-holding capacity and soil aggregation was also investigated. The KAAS-KEGG annotation server was used to identify the main enzymes in the activated sludge-derived alginate-like extracellular EPS (ALE-EPS) samples. These include hydrolases, oxidoreductases, lyases, ligases, and transporters, which contribute to soil fertility and stability. This study improves our understanding of the overall microbial community structure and the associated biochemical processes, which are related to distinct functional genes or enzymes involved in nitrogen removal and soil aggregation. In contrast to conventional methods, microbial association with proteomics can be used to investigate ecological relationships, establishments, key player species, and microbial responses to environmental changes. Linking the metagenome to off-gel proteomics and bioinformatics solves the problem of analyzing metabolic pathways in complex environmental samples in a cost-effective manner.
本研究评估了厌氧消化污泥、活性污泥以及微生物和细胞外聚合物(EPS)酶的成分,以确定氮去除和土壤再生的机制。基于 16S rRNA 基因扩增子的测序用于确定微生物群落组成,相关的国家生物技术信息中心(NCBI)蛋白质数据库用于从观察到的群落构建常规文库。使用无胶蛋白质组学(液相色谱-串联质谱法-LC/MS/MS)方法鉴定 EPS 成分。好氧活性污泥中的类似褐藻酸 EPS 具有很强的土壤团聚和保水能力,而厌氧污泥中的总 EPS 在盐胁迫下具有很强的氨去除潜力。傅里叶变换红外光谱(FTIR)表明,两种 EPS 都可能含有蛋白质、碳水化合物、腐殖质化合物、糖醛酸和 DNA,并确定了 O-H、N-H、C-N、CO 和 C-H 功能基团的存在。这些结果表明,在 30 g L 的盐度下,整体酶活性可能失活。京都基因与基因组百科全书(KEGG)-KEGG 自动注释服务器(KAAS)注释发现,从厌氧污泥中产生的 EPS 中排名前两位的代谢活性是甲烷和氮代谢。因此,我们专注于 EPS 产生的氮代谢参考图谱 00910。厌氧消化污泥产生的 EPS 表现出硝酸还原酶、亚硝酸还原酶和脱氢酶活性。同化硝酸盐还原、反硝化、硝化和厌氧氨氧化生物去除氨。还研究了微生物细胞外代谢物对保水能力和土壤团聚的影响。KAAS-KEGG 注释服务器用于鉴定从活性污泥中提取的类似褐藻酸的细胞外 EPS(ALE-EPS)样品中的主要酶。这些酶包括水解酶、氧化还原酶、裂合酶、连接酶和转运蛋白,有助于土壤肥力和稳定性。本研究提高了我们对整体微生物群落结构和相关生化过程的理解,这些过程与参与氮去除和土壤团聚的不同功能基因或酶有关。与传统方法相比,蛋白质组学与微生物的关联可用于研究生态关系、建立、关键种属以及微生物对环境变化的反应。将宏基因组与凝胶外蛋白质组学和生物信息学联系起来,可以以具有成本效益的方式解决分析复杂环境样本中代谢途径的问题。