Characteristics of bacterial community structure during the enrichment and domestication of heterotrophic nitrification-aerobic denitrification bacteria based on the typical city landscape water
ZHOU Shi-lei1, ZHANG Yi-ran1, SUN Yue1, YANG Wen-li1, HUANG Ting-lin2, LI Zai-xing1, LUO Xiao1, CUI Jian-sheng1, ZHOU Zi-zhen3, LI Yang3
1. Pollution Prevention Biotechnology Laboratory of Hebei Province, School of Environmental Science and Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China; 2. Key Laboratory of Northwest Water Resource, Environment and Ecology, Ministry of Education, School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China; 3. School of Energy and Environment, Zhongyuan University of Technology, Zhengzhou 450007, China
Abstract:To explore the effects of different selective pressures on bacterial community structure during enrichment and domestication of heterotrophic nitrification-aerobic denitrification bacteria, bioinformatics analysis of samples taken from enrichment and domestication systems were carried out, using Miseq high-throughput sequencing. In detail, α-and β-diversity were examined, and network analysis was conducted. Proteobacteria, Bacteroidetes, Chloroflexi, Firmicutes, Actinobacteria, Cyanobacteria, and Acidobacteria were the main phyla identified. Meanwhile, the N-functional bacteria had an increased process. PCA (principal component analysis), NMDS (non-metric multidimensional scaling analysis) and PCoA (principal co-ordinates analysis) showed that microbial community structure was significantly altered with change in temperature, while the influence of different media was small. Network analysis indicated that module hubs and network hubs of bacterial communities were both rare taxa. VIF (variance inflation factor) and RDA (redundancy analysis) showed temperature, ammonia and nitrate were the most important factors affecting bacterial community function and composition. All results together indicate that Miseq high-throughput sequencing was an effective tool to explore changes in bacterial community structure during enrichment and domestication of heterotrophic nitrification-aerobic denitrification bacteria, which could in the future supply a reference to isolate "directional-accurate-efficient" microbial agents.
周石磊, 张艺冉, 孙悦, 杨文丽, 黄廷林, 李再兴, 罗晓, 崔建升, 周子振, 李扬. 异养硝化-好氧反硝化菌富集驯化过程中微生物种群演变特征——典型城市景观水系[J]. 中国环境科学, 2019, 39(11): 4831-4839.
ZHOU Shi-lei, ZHANG Yi-ran, SUN Yue, YANG Wen-li, HUANG Ting-lin, LI Zai-xing, LUO Xiao, CUI Jian-sheng, ZHOU Zi-zhen, LI Yang. Characteristics of bacterial community structure during the enrichment and domestication of heterotrophic nitrification-aerobic denitrification bacteria based on the typical city landscape water. CHINA ENVIRONMENTAL SCIENCECE, 2019, 39(11): 4831-4839.
Gao H, Schreiber F, Collins G, et al. Aerobic denitrification in permeable Wadden Sea sediments[J]. The ISME journal, 2010,4(3):417-426.
[2]
He T, Li Z, Sun Q, et al. Heterotrophic nitrification and aerobic denitrification by Pseudomonas tolaasii Y-11without nitrite accumulation during nitrogen conversion[J]. Bioresource Technology, 2016,200:493-499.
[3]
Lu Z, Gan L, Lin J, et al. Aerobic denitrification by Paracoccus sp. YF1in the presence of Cu(II)[J]. Science of the Total Environment, 2019,658:80-86.
[4]
Yang J R, Wang Y, Chen H, et al. Ammonium removal characteristics of an acid-resistant bacterium Acinetobacter sp. JR1from pharmaceutical wastewater capable of heterotrophic nitrification-aerobic denitrification[J]. Bioresource Technology, 2019,274:56-64.
[5]
Zhao B, Cheng D Y, Tan P, et al. Characterization of an aerobic denitrifier Pseudomonas stutzeri strain XL-2 to achieve efficient nitrate removal[J]. Bioresource Technology, 2018,250:564-573.
[6]
Jin P, Chen Y, Yao R, et al. New insight into the nitrogen metabolism of simultaneous heterotrophic nitrification-aerobic denitrification bacterium in mRNA expression[J]. J. Hazardous Materials, 2019,371:295-303.
[7]
Su J F, Shi J X, Ma F. Aerobic denitrification and biomineralization by a novel heterotrophic bacterium, Acinetobacter sp. H36[J]. Marine Pollution Bulletin, 2017,116(1):209-215.
[8]
Li C, Yang J, Wang X, et al. Removal of nitrogen by heterotrophic nitrification-aerobic denitrification of a phosphate accumulating bacterium Pseudomonas stutzeri YG-24[J]. Bioresource Technology, 2015,182:18-25.
[9]
Huang T L, Zhou S L, Zhang H H, et al. Nitrogen removal characteristics of a newly isolated indigenous aerobic denitrifier from oligotrophic drinking water reservoir, Zoogloea sp. N299[J]. International Journal of Molecular Sciences, 2015,16(5):10038-10060.
[10]
周石磊,黄廷林,白士远,等.贫营养好氧反硝化菌的分离鉴定及其脱氮特性[J]. 中国环境科学, 2016,36(1):238-248. Zhou S L, Huang T L, Bai S Y, et al. Isolation, identification, and nitrogen removal characteristics of oligotrophic aerobic denitrifiers[J]. China Environmental Science, 2016,36(1):238-248.
[11]
赵惊鸿,黄少斌.一株耐高温好氧反硝化菌的筛选及特性研究[J]. 环境科学与技术, 2015,38(1):6-10+67. Zhao J H, Haung S B. Isolation and characteristics of a thermophilic aerobic denitrifier[J]. Environmental Science & Technology, 2015, 38(1):6-10+67.
[12]
成钰,李秋芬,费聿涛,等.海水异养硝化-好氧反硝化芽孢杆菌SLWX_2的筛选及脱氮特性[J]. 环境科学, 2016,37(7):2681-2688. Cheng Y, Li Q F, Fei Y T, et al. Screening and nitrogen removing characteristics of heterotrophic nitrification-aerobic denitrification bacteria SLWX2 from sea water[J]. Environmental Science, 2016, 37(7):2681-2688.
Carter J P, Hsaio Y, Spiro S, et al. Soil and sediment bacteria capable of aerobic nitrate respiration[J]. Applied and Environmental Microbiology, 1995,61(8):2852-2858.
[15]
Kong Q X, Wang X W, Jin M, et al. Development and application of a novel and effective screening method for aerobic denitrifying bacteria[J]. FEMS Microbiology Letters, 2006,260(2):150-155.
[16]
黄廷林,白士远,张海涵,等.一株贫营养异养硝化-好氧反硝化细菌的分离鉴定及脱氮特性[J]. 环境工程学报, 2015,9(12):5665-5671. Huang T L, Bai S Y, Zhang H H, et al. Identification and denitrification characteristics of an oligotrophic heterotrophic nitrification and aerobic denitrification bacteria[J]. Chinese Journal of Environmental Engineering, 2015,9(12):5665-5671.
[17]
Zhu L, Ding W, Feng L J, et al. Isolation of aerobic denitrifiers and characterization for their potential application in the bioremediation of oligotrophic ecosystem[J]. Bioresource Technology, 2012,108:1-7.
[18]
Joshi D R, Zhang Y, Gao Y, et al. Biotransformation of nitrogen-and sulfur-containing pollutants during coking wastewater treatment:Correspondence of performance to microbial community functional structure[J]. Water Research, 2017,121:338-348.
[19]
Kernan M R, Helliwell R C. Partitioning the variation within the acid neutralizing capacity of surface waters in Scotland in relation to land cover, soil and atmospheric depositional factors[J]. Science of The Total Environment, 2001,265(1):39-49.
[20]
Zhang K, Gu J, Wang X, et al. Variations in the denitrifying microbial community and functional genes during mesophilic and thermophilic anaerobic digestion of cattle manure[J]. Science of The Total Environment, 2018,634:501-508.
[21]
Banerjee S, Baah-acheamfour M, Carlyle C N, et al. Determinants of bacterial communities in Canadian agroforestry systems[J]. Environmental Microbiology, 2016,18(6):1805-1816.
[22]
Jizhong Z. Phylogenetic molecular ecological network of soil microbial communities in response to elevated CO2[J]. mBio, 2011, 2(4):e00122-11.
[23]
Rogers M B, Firek B, Shi M, et al. Disruption of the microbiota across multiple body sites in critically ill children[J]. Microbiome, 2016, 4(1):66.
[24]
Xin X, He J, Wang Y, et al. Role of aeration intensity on performance and microbial community profiles in a sequencing batch reaction kettle (SBRK) for wastewater nutrients rapid removal[J]. Bioresource Technology, 2016,201:140-147.
[25]
Chen B, Teh B S, Sun C, et al. Biodiversity and activity of the gut microbiota across the life history of the insect herbivore Spodoptera littoralis[J]. Scientific Reports, 2016,6:29505.
[26]
Hou L, Zhou Q, Wu Q, et al. Spatiotemporal changes in bacterial community and microbial activity in a full-scale drinking water treatment plant[J]. Science of the Total Environment, 2018,625:449-459.
[27]
Wu D, Zhang Z, Yu Z, et al. Optimization of F/M ratio for stability of aerobic granular process via quantitative sludge discharge[J]. Bioresoure Technology, 2018,252:150-156.
[28]
Kielak A M, Barreto C C, Kowalchuk G A, et al. The ecology of acidobacteria:Moving beyond Genes and Genomes[J]. Frontiers in Microbiology, 2016,7:744.
[29]
Jie G, Yu D, Ying L, et al. Long-and short-chain AHLs affect AOA and AOB microbial community composition and ammonia oxidation rate in activated sludge[J]. J. Environmental Sciences-China, 2018,78:53-62.
[30]
Figuerola E L M, Leonardo E. Bacterial taxa abundance pattern in an industrial wastewater treatment system determined by the full rRNA cycle approach[J]. Environmental Microbiology, 2010,9(7):1780-1789.
[31]
Li Z, Kechen X, Yongzhen P. Composition characterization and transformation mechanism of refractory dissolved organic matter from an ANAMMOX reactor fed with mature landfill leachate[J]. Bioresource Technology, 2018,250:413-421.
[32]
Zhang X, Fu W, Yin Y, et al. Adsorption-reduction removal of Cr(VI) by tobacco petiole pyrolytic biochar:Batch experiment, kinetic and mechanism studies[J]. Bioresoure Technology, 2018,268:149-157.
[33]
Kong X X, Jiang J L, Qiao B, et al. The biodegradation of cefuroxime, cefotaxime and cefpirome by the synthetic consortium with probiotic Bacillus clausii and investigation of their potential biodegradation pathways[J]. Science of the Total Environment, 2019,651:271-280.
[34]
Chen G, Huang J, Fang Y, et al. Microbial community succession and pollutants removal of a novel carriers enhanced duckweed treatment system for rural wastewater in Dianchi Lake basin[J]. Bioresoure Technology, 2019,276:8-17.
[35]
De A F L, Pereira A D, Leal C D, et al. Effect of temperature on microbial diversity and nitrogen removal performance of an anammox reactor treating anaerobically pretreated municipal wastewater[J]. Bioresource Technology, 2018,258:208-219.
[36]
Huang W, She Z, Gao M, et al. Effect of anaerobic/aerobic duration on nitrogen removal and microbial community in a simultaneous partial nitrification and denitrification system under low salinity[J]. Science of The Total Environment, 2019,651:859-870.
[37]
Zhao J, Feng C, Tong S, et al. Denitrification behavior and microbial community spatial distribution inside woodchip-based solid-phase denitrification (W-SPD) bioreactor for nitrate-contaminated water treatment[J]. Bioresource Technology, 2018,249:869-879.
[38]
Joo H S, Hirai M, Shoda M. Characteristics of ammonium removal by heterotrophic nitrification-aerobic denitrification by Alcaligenes faecalis No. 4[J]. J. Bioscience and Bioengineering, 2005,100(2):184-191.
[39]
Pai S L, Chong N M, Chen C H. Potential applications of aerobic denitrifying bacteria as bioagents in wastewater treatment[J]. Bioresource Technology, 1999,68(2):179-185.
[40]
Shoda M, Ishikawa Y. Heterotrophic nitrification and aerobic denitrification of high-strength ammonium in anaerobically digested sludge by Alcaligenes faecalis strain No. 4[J]. Journal of Bioscience and Bioengineering, 2014,117(6):737-741.
[41]
Brazelton W J, Morrill P L, Szponar N, et al. Bacterial communities associated with subsurface geochemical processes in continental serpentinite springs[J]. Applied and Environmental Microbiology, 2013,79(13):3906-3916.
[42]
Zhang P, Peng Y, Lu J, et al. Microbial communities and functional genes of nitrogen cycling in an electrolysis augmented constructed wetland treating wastewater treatment plant effluent[J]. Chemosphere, 2018,211:25-33.
[43]
Ziegler M, Seneca F O, Yum L K, et al. Bacterial community dynamics are linked to patterns of coral heat tolerance[J]. Nature Communications, 2017,8:14213.
[44]
Guimera R, Amaral L A N. Functional cartography of complex metabolic networks[J]. Nature, 2005,433(7028):895.
[45]
Nesbø C L, Bradnan D M, Adebusuyi A, et al. Mesotoga prima gen. nov., sp. nov., the first described mesophilic species of the Thermotogales[J]. Extremophiles, 2012,16(3):387-393.
[46]
Chen J, Han Y, Wang Y, et al. Start-up and microbial communities of a simultaneous nitrogen removal system for high salinity and high nitrogen organic wastewater via heterotrophic nitrification[J]. Bioresource Technology, 2016,216:196-202.
[47]
Chen H, Wan J, Chen K, et al. Biogas production from hydrothermal liquefaction wastewater (HTLWW):Focusing on the microbial communities as revealed by high-throughput sequencing of full-length 16S rRNA genes[J]. Water Research, 2016,106:98-107.
[48]
Mcilroy S J, StarnawskA A, Starnawski P, et al. Identification of active denitrifiers in full-scale nutrient removal wastewater treatment systems[J]. Environmental Microbiology, 2016,18(1):50-64.