State Key Laboratory of Cellular Stress Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian, China.
School of Environment and Energy, Peking University Shenzhen Graduate School, Peking University, Shenzhen, China.
Appl Environ Microbiol. 2023 Aug 30;89(8):e0077123. doi: 10.1128/aem.00771-23. Epub 2023 Jul 19.
" Accumulibacter" is the major polyphosphate-accumulating organism (PAO) in global wastewater treatment systems, and its phylogenetic and functional diversity have expanded in recent years. In addition to the widely recognized type I and II sublineages, we discovered a novel type enriched in laboratory bioreactors. Core gene and machine learning-based gene feature profiling supported the assertion that type III " Accumulibacter" is a potential PAO with the unique function of using dimethyl sulfoxide as an electron acceptor. Based on the correlation between and genome similarity, the species-level richness of was estimated to be over 100, suggesting that the currently recognized species are only the tip of the iceberg. Meanwhile, the interstrain transcriptional and morphological features of multiple " Accumulibacter" strains co-occurring in a bioreactor were investigated. Metatranscriptomics of seven co-occurring strains indicated that the expression level and interphasic dynamics of PAO phenotype-related genes had minimal correlation with their phylogeny. In particular, the expression of denitrifying and polyphosphate (poly-P) metabolism genes exhibited higher interstrain and interphasic divergence than expression of glycogen and polyhydroxyalkanoate metabolic genes. A strategy of cloning rRNA genes from different strains based on similar genomic synteny was successfully applied to differentiate their morphology via fluorescence hybridization. Our study further expands the phylogenetic and functional diversity of " Accumulibacter" and proposes that deciphering the function and capability of certain " Accumulibacter" should be tailored to the environment and population in question. In the last 2 decades, " Accumulibacter" has garnered significant attention as the core functional but uncultured taxon for enhanced biological phosphorus removal due to its phylogenetic and functional diversity and intragenus niche differentiation. Since 2002, it has been widely known that this genus has two sublineages (type I and II). However, in this study, a metagenomic approach led to the discovery of a novel type (type III) with proposed novel functional features. By comparing the average nucleotide identity of " Accumulibacter" genomes and the similarity of , a phylogenetic biomarker largely deposited in databases, the global species-level richness of " Accumulibacter" was estimated for the first time to be over 100. Furthermore, we observed the co-occurrence of multiple " Accumulibacter" strains in a single bioreactor and found the simultaneous transcriptional divergence of these strains intriguing with regard to their niche differentiation within a single community. Our results indicated a decoupling feature between transcriptional pattern and phylogeny for co-occurring strains.
“Accumulibacter”是全球废水处理系统中主要的聚磷酸盐积累菌(PAO),其系统发育和功能多样性近年来不断扩大。除了广泛认可的 I 型和 II 亚型外,我们还在实验室生物反应器中发现了一种新型的富集物。核心基因和基于机器学习的基因特征分析支持以下观点:III 型“Accumulibacter”是一种具有独特功能的潜在 PAO,可将二甲基亚砜用作电子受体。基于 和基因组相似性的相关性,估计“Accumulibacter”的种丰富度超过 100,这表明目前公认的物种只是冰山一角。同时,我们还研究了在生物反应器中共存的多种“Accumulibacter”菌株之间的种间转录和形态特征。对七种共存菌株的宏转录组学分析表明,PAO 表型相关基因的表达水平和相间动态与它们的系统发育相关性最小。特别是,反硝化和聚磷酸盐(poly-P)代谢基因的表达与糖原和聚羟基烷酸代谢基因的表达相比,具有更高的种间和相间差异。成功应用了一种基于相似基因组同线性从不同菌株中克隆 rRNA 基因的策略,通过荧光原位杂交来区分它们的形态。我们的研究进一步扩展了“Accumulibacter”的系统发育和功能多样性,并提出了解码特定“Accumulibacter”的功能和能力应根据具体环境和种群进行调整。在过去的 20 年中,由于其系统发育和功能多样性以及属内小生境分化,“Accumulibacter”作为增强生物除磷的核心功能但未培养分类群而受到广泛关注。自 2002 年以来,人们已经广泛认识到该属有两个亚系(I 型和 II 型)。然而,在这项研究中,一种宏基因组方法导致发现了一种具有新功能特征的新型(III 型)。通过比较“Accumulibacter”基因组的平均核苷酸同一性和数据库中广泛存在的系统发育生物标志物“Accumulibacter”的相似性,首次估计“Accumulibacter”的全球种丰富度超过 100。此外,我们观察到多个“Accumulibacter”菌株在单个生物反应器中共存,并发现这些菌株在单个群落内的小生境分化方面同时发生转录分化,这令人感到有趣。我们的研究结果表明,共存菌株之间存在转录模式和系统发育之间的解耦特征。