分类单元
系统发育树
微生物种群生物学
生物
生化工程
随机建模
驯化
进化生物学
生物滤池
生态学
工程类
制浆造纸工业
遗传学
基因
细菌
数学
统计
作者
Yongchao Wang,Ya-Hui Lv,Can Wang,Ye Deng,Yu-Ting Lin,Guanyu Jiang,Xurui Hu,John C. Crittenden
标识
DOI:10.1016/j.biortech.2024.130838
摘要
Stochastic and deterministic processes are the major themes governing microbial community assembly; however, their roles in bioreactors are poorly understood. Herein, the mechanisms underlying microbial assembly and the effect of rare taxa were studied in biofilters. Phylogenetic tree analysis revealed differences in microbial communities at various stages. Null model analysis showed that stochastic processes shaped the community assembly, and deterministic processes emerged only in the inoculated activated sludge after domestication. This finding indicates the dominant role of stochastic factors (biofilm formation, accumulation, and aging). The Sloan neutral model corroborated the advantages of stochastic processes and mainly attributed these advantages to rare taxa. Cooccurrence networks revealed the importance of rare taxa, which accounted for more than 85% of the keystones. Overall, these results provide good foundations for understanding community assembly, especially the role of rare taxa, and offer theoretical support for future community design and reactor regulation.
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