Microbial community composition, co-occurrence network pattern and nitrogen transformation genera response to biochar addition in cattle manure-maize straw composting

被引:160
作者
Bello, Ayodeji [1 ]
Han, Yue [1 ]
Zhu, Haifeng [1 ]
Deng, Liting [1 ]
Yang, Wei [1 ]
Meng, Qingxin [1 ]
Sun, Yu [1 ]
Uzoamaka, Ugochi [1 ]
Sheng, Siyuan [1 ]
Wu, Xiaotong [1 ]
Jiang, Xin [1 ]
Xu, Xiuhong [1 ]
机构
[1] Northeast Agr Univ, Coll Resources & Environm, Harbin 150030, Peoples R China
基金
中国国家自然科学基金;
关键词
Biochar addition; Bacteria; Metabolism; Nitrogen transformation; Path analysis; BACTERIAL COMMUNITIES; METABOLIC FUNCTIONS; DAIRY MANURE; GREEN WASTE; SLUDGE; SUCCESSION; DIVERSITY; AMENDMENT; DYNAMICS; EMISSION;
D O I
10.1016/j.scitotenv.2020.137759
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A better understanding of the microbial group influencing nitrogen (N) dynamics and cycling in composting matrix is critical in achieving good management to alleviate N loss and improve final compost quality. This study investigated the bacterial composition, structure, co-occurrence network patterns and topological roles of N transformation in cattle manure-maize straw composting using high-throughput sequencing. The two treatments used in this experiment were cattle manure and maize straw mixture (CM) and CM with 10% biochar addition (CMB). In both treatments, the bacterial community composition varied during composting and the major phyla included Actinobacteria, Firmicutes, Proteobacteria, Bacteroidetes and Chloroflexi. The phyla Actinobacteria and Proteobacteria were more abundant in CMB treatment while Firmicutes was abundant in CM piles. The metabolic functional profiles of bacteria was predicted using the "phylogenetic investigation of communities by reconstruction of unobserved states" (PICRUSt) which revealed that except for cellular processes pathway, CMB had slight higher abundance in metabolism, genetic information processing and environmental information processing than the CM. Pearson correlation revealed more significant relationship between the important bacteria communities and N transformation in CMB piles compared with CM. Furthermore, network pattern analysis revealed that the bacterial networks in biochar amended piles are more complex and harbored more positive links than that of no biochar piles. Corresponding agreement of multivariate analyses (correlation heatmap, stepwise regression, Path and network analyses) revealed that Psychrobacter, Thermopolyspora and Thermobifida in CM while Corynebacterium_1, Thermomonospora and Streptomyces in CMB were key bacterial genera affecting NH4+-N, NO3--N and total nitrogen (TN) transformation respectively during composting process. These results provide insight into nitrogen transformation and co-occurrence patterns mediating microbes and bacterial metabolism which could be useful in enhancing compost quality and mitigating N loss during composting. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:13
相关论文
共 85 条
[1]   Microbial community structure and dynamics in thermophilic composting viewed through metagenomics and metatranscriptomics [J].
Antunes, Luciana Principal ;
Martins, Layla Farage ;
Pereira, Roberta Verciano ;
Thomas, Andrew Maltez ;
Barbosa, Deibs ;
Lemos, Leandro Nascimento ;
Machado Silva, Gianluca Major ;
Silva Moura, Livia Maria ;
Condomitti Epamino, George Willian ;
Digiampietri, Luciano Antonio ;
Lombardi, Karen Cristina ;
Ramos, Patricia Locosque ;
Quaggio, Ronaldo Bento ;
Franco de Oliveira, Julio Cezar ;
Pascon, Renata Castiglioni ;
da Cruz, Joao Batista ;
da Silva, Aline Maria ;
Setubal, Joao Carlos .
SCIENTIFIC REPORTS, 2016, 6
[2]   Relevance of biochar to influence the bacterial succession during pig manure composting [J].
Awasthi, Mukesh Kumar ;
Duan, Yumin ;
Liu, Tao ;
Awasthi, Sanjeev Kumar ;
Zhang, Zengqiang .
BIORESOURCE TECHNOLOGY, 2020, 304 (304)
[3]   The behavior of antibiotic resistance genes and their associations with bacterial community during poultry manure composting [J].
Awasthi, Mukesh Kumar ;
Liu, Tao ;
Chen, Hongyu ;
Verma, Shivpal ;
Duan, Yumin ;
Awasthi, Sanjeev Kumar ;
Wang, Quan ;
Ren, Xiuna ;
Zhao, Junchao ;
Zhang, Zengqiang .
BIORESOURCE TECHNOLOGY, 2019, 280 :70-78
[4]   New insight with the effects of biochar amendment on bacterial diversity as indicators of biomarkers support the thermophilic phase during sewage sludge composting [J].
Awasthi, Mukesh Kumar ;
Zhang, Zengqiang ;
Wang, Quan ;
Shen, Feng ;
Li, Ronghua ;
Li, Dong-sheng ;
Ren, Xiuna ;
Wang, Meijing ;
Chen, Hongyu ;
Zhao, Junchao .
BIORESOURCE TECHNOLOGY, 2017, 238 :589-601
[5]   Network analysis reveals functional redundancy and keystone taxa amongst bacterial and fungal communities during organic matter decomposition in an arable soil [J].
Banerjee, Samiran ;
Kirkby, Clive A. ;
Schmutter, Dione ;
Bissett, Andrew ;
Kirkegaard, John A. ;
Richardson, Alan E. .
SOIL BIOLOGY & BIOCHEMISTRY, 2016, 97 :188-198
[6]   Using network analysis to explore co-occurrence patterns in soil microbial communities [J].
Barberan, Albert ;
Bates, Scott T. ;
Casamayor, Emilio O. ;
Fierer, Noah .
ISME JOURNAL, 2012, 6 (02) :343-351
[7]   The direct or MIT route for nitrogen immobilization: A N-15 mirror image study with leucine and glycine [J].
Barraclough, D .
SOIL BIOLOGY & BIOCHEMISTRY, 1997, 29 (01) :101-108
[8]   Biochar reduces nutrient loss and improves microbial biomass of composted cattle manure and maize straw [J].
Bello, Ayodeji ;
Deng, Liting ;
Sheng, Siyuan ;
Jiang, Xin ;
Yang, Wei ;
Meng, Qingxin ;
Wu, Xiaotong ;
Han, Yue ;
Zhu, Haifeng ;
Xu, Xiuhong .
BIOTECHNOLOGY AND APPLIED BIOCHEMISTRY, 2020, 67 (05) :799-811
[9]   Composting of animal manures and chemical criteria for compost maturity assessment. A review [J].
Bernal, M. P. ;
Alburquerque, J. A. ;
Moral, R. .
BIORESOURCE TECHNOLOGY, 2009, 100 (22) :5444-5453
[10]  
Bowman JP, 2006, PROKARYOTES: A HANDBOOK ON THE BIOLOGY OF BACTERIA, VOL 6, THIRD EDITION, P920, DOI 10.1007/0-387-30746-x_35