Microbial co-occurrence network analysis of soils receiving short- and long-term applications of alkaline treated biosolids

被引:44
|
作者
Price, G. W. [1 ]
Langille, Morgan G. I. [2 ,3 ]
Yurgel, Svetlana N. [4 ]
机构
[1] Dalhousie Univ, Dept Engn, Truro, NS, Canada
[2] Dalhousie Univ, Dept Microbiol & Immunol, Halifax, NS, Canada
[3] Dalhousie Univ, Dept Pharmacol, Halifax, NS, Canada
[4] Dalhousie Univ, Dept Plant Food & Environm Sci, Truro, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Microbial cooperation; Microbiome stability; Network topology; Soil memory; Biosolids; BACTERIAL COMMUNITY STRUCTURE; ANTIBIOTIC-RESISTANCE GENES; ORGANIC AMENDMENTS; DIVERSITY; IMPACTS; CONNECTANCE; INCREASES; ABUNDANCE; DYNAMICS; MODULATE;
D O I
10.1016/j.scitotenv.2020.141687
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Agricultural soils are inherently disturbed systems where organic matter additions are considered to enhance microbial community structure and resilience. High-throughput sequencing of community was applied to soils receiving annual applications of an alkaline stabilized biosolid (ATB), at four increasing rates over 10 years, as an environmental stressor in contrast to a one-time application of ATB ten years prior. Bacterial community structure was more greatly influenced by annual ATB applications relative to fungi and eukaryotes. Specifically, higher relative abundances of Proteobacteria, Acidobacteria, Bacteroidetes, and Chloroflexi were measured in annual ATB rates relative to the single ATB rates and the control. High rates of annual ATB applications resulted in lower bacterial alpha-diversity, as well as fungal and eukaryotic Shannon diversity, but single ATB or lower rates of ATB applied annually showed increased alpha -diversity relative to the control. Soil microbiome responses to annual ATB and single ATB rates were also examined using co-occurrence network analysis. High rates and frequency of ATB application resulted in a decrease in network interactions, lower average number of neighbors, and reduced network density compared to control soils. A concomitant increase in network diameter and characteristic path length further suggests annual additions of ATB led to a more adapted, but less cooperative, state in the microbiome. The data suggest a more universal functional response of microbiomes to the stressors compared to community structure and local diversity. In particular, beta-analysis and network analysis were both able to resolve significant effects on soil microbiomes 10 years post-application of low rates of ATB. Community complexity and stability were increased by single low rate of ATB additions and decreased by single high rate and annualmoderate rates of ATB additions. These results provide insights into the effects that ATB additions have on soil community after only one-time use and after annual additions over a decade. (C) 2020 The Authors. Published by Elsevier B.V.
引用
收藏
页数:11
相关论文
共 46 条
  • [1] Long-term co-occurrence and gregariousness in the migratory common stingray using network analysis
    Kraft, S.
    Winkler, A. C.
    Abecasis, D.
    Mourier, J.
    MARINE BIOLOGY, 2024, 171 (09)
  • [2] Organic amendments shift the phosphorus-correlated microbial co-occurrence pattern in the peanut rhizosphere network during long-term fertilization regimes
    Chen, Yan
    Sun, Ruibo
    Sun, Tingting
    Liang, Yuting
    Jiang, Yuji
    Sun, Bo
    APPLIED SOIL ECOLOGY, 2018, 124 : 229 - 239
  • [3] Deforestation impacts network co-occurrence patterns of microbial communities in Amazon soils
    Khan, M. A. Wadud
    Bohannan, Brendan J. M.
    Nusslein, Klaus
    Tiedje, James M.
    Tringe, Susannah G.
    Parlade, Eloi
    Barberan, Albert
    Rodrigues, Jorge L. M.
    FEMS MICROBIOLOGY ECOLOGY, 2019, 95 (02)
  • [4] Response of apple orchard bacteria co-occurrence network pattern to long-term organic fertilizer input
    Zhao, Zhiyuan
    Ma, Yanting
    Zhang, Ai
    Chen, Yumeng
    Zheng, Zhaoxia
    Zheng, Wei
    Zhai, Bingnian
    APPLIED SOIL ECOLOGY, 2023, 191
  • [5] Changes in soil microbial community and co-occurrence network after long-term no-tillage and mulching in dryland farming
    Dai, Zijun
    Fan, Jun
    Fu, Wei
    Niu, Xiaotao
    Yang, Qian
    Hao, Mingde
    PLANT AND SOIL, 2024, 495 (1-2) : 201 - 220
  • [6] Using network analysis to explore co-occurrence patterns in soil microbial communities
    Barberan, Albert
    Bates, Scott T.
    Casamayor, Emilio O.
    Fierer, Noah
    ISME JOURNAL, 2012, 6 (02) : 343 - 351
  • [7] Patterns of denitrifier communities assembly and co-occurrence network regulate N2O emissions in soils with long-term contrasting tillage histories
    Wang, Weiyan
    Zhang, Houping
    Lin, Xiang
    Wang, Dong
    Liao, Yuncheng
    Wen, Xiaoxia
    AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2022, 339
  • [8] Distribution of quinolone and macrolide resistance genes and their co-occurrence with heavy metal resistance genes in vegetable soils with long-term application of manure
    Dong, Zikun
    Wang, Jinhua
    Wang, Lanjun
    Zhu, Lusheng
    Wang, Jun
    Zhao, Xiang
    Kim, Young Mo
    ENVIRONMENTAL GEOCHEMISTRY AND HEALTH, 2022, 44 (10) : 3343 - 3358
  • [9] Long-term use of biosolids as organic fertilizers in agricultural soils: potentially toxic elements occurrence and mobility
    Margui, E.
    Iglesias, M.
    Camps, F.
    Sala, L.
    Hidalgo, M.
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 23 (05) : 4454 - 4464
  • [10] Long-term use of biosolids as organic fertilizers in agricultural soils: potentially toxic elements occurrence and mobility
    E. Marguí
    M. Iglesias
    F. Camps
    L. Sala
    M. Hidalgo
    Environmental Science and Pollution Research, 2016, 23 : 4454 - 4464