Yasuda Shohei, Suenaga Toshikazu, Orschler Laura, Agrawal Shelesh, Lackner Susanne, Terada Akihiko
Department of Chemical Engineering, Tokyo University of Agriculture and Technology, Koganei, Japan.
Global Innovation Research Institute, Tokyo University of Agriculture and Technology, Fuchu, Japan.
Front Microbiol. 2021 Apr 30;12:640848. doi: 10.3389/fmicb.2021.640848. eCollection 2021.
Upcycling wastes into valuable products by mixed microbial communities has recently received considerable attention. Sustainable production of high-value substances from one-carbon (C1) compounds, e.g., methanol supplemented as an external electron donor in bioreactors for wastewater treatment, is a promising application of upcycling. This study undertook a gene-centric approach to screen valuable production potentials from mixed culture biomass, removing organic carbon and nitrogen from landfill leachate. To this end, the microbial community of the activated sludge from a landfill leachate treatment plant and its metabolic potential for the production of seven valuable products were investigated. The DNA extracted from the activated sludge was subjected to shotgun metagenome sequencing to analyze the microbial taxonomy and functions associated with producing the seven products. The functional analysis confirmed that the activated sludge could produce six of the valuable products, ectoine, polyhydroxybutyrate (PHB), zeaxanthin, astaxanthin, acetoin, and 2,3-butanediol. Quantification of the detected functional gene hit numbers for these valuable products as a primary trial identified a potential rate-limiting metabolic pathway, e.g., conversion of -2,4-diaminobutyrate into -γ-acetyl-L2,4,-diaminobutyrate during the ectoine biosynthesis. Overall, this study demonstrated that primary screening by the proposed gene-centric approach can be used to evaluate the potential for the production of valuable products using mixed culture or single microbe in engineered systems. The proposed approach can be expanded to sites where water purification is highly required, but resource recovery, or upcycling has not been implemented.
通过混合微生物群落将废物升级转化为有价值的产品最近受到了广泛关注。从一碳(C1)化合物可持续生产高价值物质,例如在用于废水处理的生物反应器中添加甲醇作为外部电子供体,是升级转化的一个有前景的应用。本研究采用以基因为中心的方法,从混合培养生物质中筛选有价值的生产潜力,同时去除垃圾渗滤液中的有机碳和氮。为此,对垃圾渗滤液处理厂活性污泥的微生物群落及其生产七种有价值产品的代谢潜力进行了研究。从活性污泥中提取的DNA进行鸟枪法宏基因组测序,以分析与生产这七种产品相关的微生物分类和功能。功能分析证实,活性污泥可以生产六种有价值的产品,即四氢嘧啶、聚羟基丁酸酯(PHB)、玉米黄质、虾青素、3-羟基丁酮和2,3-丁二醇。作为初步试验,对这些有价值产品检测到的功能基因命中数进行定量,确定了一条潜在的限速代谢途径,例如在四氢嘧啶生物合成过程中,将-2,4-二氨基丁酸转化为-γ-乙酰-L2,4,-二氨基丁酸。总体而言,本研究表明,通过所提出的以基因为中心的方法进行初步筛选,可用于评估在工程系统中使用混合培养或单一微生物生产有价值产品的潜力。所提出的方法可扩展到对水净化有高度需求,但尚未实施资源回收或升级转化的场所。