School of Computer Science, South China Normal University, Guangzhou, 510631, PR China.
State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, PR China.
J Hazard Mater. 2019 Jul 5;373:716-724. doi: 10.1016/j.jhazmat.2019.03.109. Epub 2019 Mar 26.
In this study, experiments were performed using network analysis to investigate the effects of different carbon sources, including blank, citrate, glucose and lactate, on indigenous bacterial communities and on the pentachlorophenol (PCP) dechlorination in two soils. Kinetics results demonstrate that PCP dechlorination is significantly enhanced by adding citrate/lactate, but to a lesser extent by adding glucose. High-throughput sequencing results revealed that Firmicutes and Proteobacteria were the dominant groups in these four different treatments during the PCP dechlorination, whereas random forest analysis indicated that the orders Clostridiales, Haloplasmatales, Bacillales, Pseudomonadales and Gaiellales were the critical bacterial orders in modules that were significantly correlated with PCP dechlorination. Among them, the relative abundance of Clostridiales dramatically increased in both citrate and lactate treatment, further accelerating the PCP dechlorination. Addition of citrate/lactate as the carbon source increased the bacterial co-occurrence network density, average clustering coefficient and modularity. Moreover, more modules significantly correlated with PCP dechlorination in the citrate/lactate networks compared with the glucose/blank networks. Random forest modeling suggested that Clostridiales played a critical role in these functional modules. Taken together, our results provide insight into the biological mechanism of the impact of exogenous carbon sources on PCP dechlorination pathways by modifying soil bacterial networks.
在这项研究中,我们使用网络分析实验来研究不同碳源(包括空白对照、柠檬酸盐、葡萄糖和乳酸盐)对两种土壤中土著细菌群落和五氯酚(PCP)脱氯的影响。动力学结果表明,添加柠檬酸盐/乳酸盐可显著增强 PCP 的脱氯作用,但添加葡萄糖的增强效果较小。高通量测序结果显示,在 PCP 脱氯过程中,厚壁菌门和变形菌门是这四种不同处理中的主要菌群,而随机森林分析表明,梭菌目、盐单胞菌目、芽孢杆菌目、假单胞菌目和 Gaillaceae 目是与 PCP 脱氯显著相关的关键细菌目,其中在柠檬酸盐和乳酸盐处理中梭菌目相对丰度显著增加,进一步加速了 PCP 的脱氯。添加柠檬酸盐/乳酸盐作为碳源增加了细菌共生网络密度、平均聚类系数和模块性。此外,与葡萄糖/空白网络相比,柠檬酸盐/乳酸盐网络中与 PCP 脱氯显著相关的模块更多。随机森林模型表明,梭菌目在这些功能模块中起着关键作用。总之,我们的结果提供了对生物机制的深入了解,即外源性碳源通过改变土壤细菌网络对 PCP 脱氯途径的影响。