Qiu, Guanglei

Abstract Deciphering the genomic basis of ecological diversification in activated sludge microbiomes is essential for optimizing treatment technology and advancing microbial ecology. Here, we present a global genome-resolved investigation of Candidatus Accumulibacter, the primary functional agent of enhanced biological phosphorus removal, based on 828 metagenomes from wastewater treatment plants across six continents. We recovered 104 high-quality Candidatus Accumulibacter metagenome-assembled genomes, discovering a new clade (Clade IV), substantially expanding the known phylogenetic diversity and revealing a ubiquitous yet geographically heterogeneous global distribution. Phylogenomic and pangenome analyses uncovered extensive clade-specific gene gain and loss, particularly in nitrogen metabolism, suggesting divergent evolutionary trajectories shaped by relaxed selection and niche adaptation. Genome-wide patterns of convergent streamlining and enriched antiviral defense systems indicate selective pressures from strong competition and viral predation. Constraint-based metabolic modeling revealed pervasive amino acid autotrophies and metabolic complementarity, coupled with distinct carbon utilization strategies that support ecological specialization across operational settings. Experimental validation reconciled model-phenotype discrepancies, highlighting the importance of transporter promiscuity and gene regulation in carbon substrate assimilation. Collectively, our findings redefine Candidatus Accumulibacter as a dynamic model of microbial genome plasticity, metabolic adaptation, and ecological resilience, providing an insight for understanding how microbial communities adapt and respond under engineered environmental conditions.

AbstractCandidatusAccumulibacter is a key genus of polyphosphate-accumulating organisms (PAOs) found in laboratory- and full-scale wastewater treatment systems, mediating enhanced biological phosphorus removal (EBPR). However, little is known about their ability to resist phage infection. We conducted a systematic analysis of the occurrence and characteristics of clustered regularly interspaced short palindromic repeats and associated proteins (CRISPR-Cas) systems and prophages in diverseCa.Accumulibacter taxa (43 in total, including 10 newly recovered genomes). Fourty complete CRISPR loci were identified in 28 genomes, falling into 6 subtypes. The occurrence and distribution of CRISPR-Cas systems did not follow a vertical evolutionary relationship. Phylogenetic analyses of thecasgenes and direct repeats (DRs) suggested that the CRISPR-Cas systems were likely acquired via horizontal gene transfer, with acquisition rates higher than those of speciation, rendering differentCa.Accumulibacter distinct adaptivity to phage predations. 2448 spacers were identified, 67 of them matched to known phages. Major differences were observed among the numbers of spacers for differentCa.Accumulibacter, showing unique phages that could be resisted by different members. A comparison of the spacers in genomes having the samecasgene but from distinct geographical locations indicated that habitat isolation may have resulted in the acquisition of different spacers by differentCa. Accumulibacter. Metagenomic analysis allowed the identification of 26 viral contigs (18 are Caudovirales members) in 6 metagenomic datasets from three lab-scale enrichment reactors, matching to 73 spacers in 10Ca.Accumulibacter genomes in these reactors, showing the specific immunity of theseCa.Accumulibacter. Metatranscriptomic analyses showed the activity of the CRISPR-Cas system under both anaerobic and aerobic conditions. Extra efforts were made to identify prophages inCa.Accumulibacter genomes. In total, 133 prophage regions were identified. Twenty-seven of them were classified as potentially active prophages. Three prophages (all are Caudovirales members, in DS2011, SCELSE-7IIH and SCELSE-5IIH, respectively) are readily activable. Differences in the occurrence of CRISPR-Cas systems and prophages inCa.Accumulibacter will lead to their distinct responses under phage predation. This study represents the first systematic analysis of CRISPR-Cas systems and prophages with combined experimental and bioinformatic methods in theCa.Accumulibacter lineage, providing new perspectives on the potential impacts of phages onCa.Accumulibacter and EBPR systems.