Jing Xiaoyan, Gong Yanhai, Ren Yishang, Wang Liyan, Mu Runzhi, Sun Pengcheng, Diao Zhidian, Meng Yu, Huang Liming, Wang Xixian, Zhang Jia, Luan Jiaxuan, Ji Yuetong, Ma Bo, Pan Huihui, Jing Yushu, Xu Jian
College of Biological Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, PR China; Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics and Shandong Energy Institute, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong, PR China.
Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics and Shandong Energy Institute, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong, PR China; University of Chinese Academy of Sciences, Beijing, PR China; Shandong Energy Institute, Qingdao, PR China; Qingdao New Energy Shandong Laboratory, Qingdao, PR China.
Water Res. 2025 Sep 15;284:124025. doi: 10.1016/j.watres.2025.124025. Epub 2025 Jun 14.
Rational engineering of ecosystems is often hindered by the inability to rapidly identify, profile, culture and apply the microbes that underlie target metabolic activity in situ. Here, we developed an In-situ Metabolism driven Sorting, Culture and Augmentation (IMSCA) strategy via Raman-activated Cell Sorting coupled to single-cell culture (scRACS-Culture), and demonstrated it through the mining of in situ polyphosphate-accumulating organisms (PAOs) for wastewater treatment. Single-cell polyphosphate-accumulating activities in situ were quantitatively assessed directly from environmental samples via the polyphosphate band in Raman spectrum, revealing their remarkable distinction from those from pure cultures. Among cells with the highest in situ activities and then sorted for one-cell-one-well cultivation are Micrococcus luteum CI5-8, which however shows very low activity as pure culture. This organism represents a new type of PAO due to its lack of anaerobic phosphate release, reliance on glycogen instead of polyhydroxyalkanoate as energy storage form, and incapability of denitrification. Process redesign based on these novel physiological traits showed that time- and location-specific introduction of MCI5-8 into actual wastewater elevated phosphorus (P) removal efficiency from 45 % to 89 % in an anaerobic-anoxic-aerobic (AAO) reactor. Therefore, by label-free profiling, sorting and cultivation of individual cells based on in situ metabolism in a "screen-first culture-second" manner, IMSCA is a powerful and broadly applicable strategy for efficient bioresource mining and rational ecosystem engineering.
生态系统的合理工程设计常常受到阻碍,原因在于无法快速识别、剖析、培养和应用那些在原位支撑目标代谢活动的微生物。在此,我们通过拉曼激活细胞分选与单细胞培养(scRACS-Culture)相结合,开发了一种原位代谢驱动的分选、培养与强化(IMSCA)策略,并通过挖掘用于废水处理的原位聚磷菌(PAO)对其进行了验证。通过拉曼光谱中的聚磷酸盐谱带,直接从环境样品中定量评估原位单细胞聚磷活性,揭示了它们与纯培养物中的活性存在显著差异。在原位活性最高并随后被分选用于单细胞单孔培养的细胞中,有藤黄微球菌CI5-8,然而它作为纯培养物时活性非常低。由于其缺乏厌氧磷酸盐释放、依赖糖原而非聚羟基脂肪酸酯作为能量储存形式以及无法进行反硝化作用,这种微生物代表了一种新型的PAO。基于这些新的生理特性对工艺进行重新设计表明,在厌氧-缺氧-好氧(AAO)反应器中,将MCI5-8适时、定位地引入实际废水中,可使磷(P)去除效率从45%提高到89%。因此,通过以“先筛选后培养”的方式基于原位代谢对单个细胞进行无标记剖析、分选和培养,IMSCA是一种用于高效生物资源挖掘和合理生态系统工程设计的强大且广泛适用的策略。