Phosphorus (P) plays a crucial role in the microbial processes of wastewater treatment. However, the current understanding of P metabolic pathways in wastewater is incomplete, and the mechanisms of microbial P metabolism under P deficient conditions remain unclear. This study explores the succession patterns of activated sludge bacterial communities and their potential P utilization strategies under P-deficient conditions. The results indicate that changes in phosphorus concentration and composition drive microbial community succession. Under P deficiency, microorganisms initially focus on inorganic phosphorus (IP) metabolism, prioritizing competition for IP. Subsequently, the bacterial community shifts to predominantly utilizing organic phosphorus (OP), with over 94% of genomes carrying OP metabolism genes. The OP in the system primarily consists of phosphonates and phosphoester. Consequently, distinct bacterial responses to phosphoester and phosphonates were observed, with the bacterial community transitioning from low modular to highly modular communities with differentiated niches. Phosphoester and phosphonate metabolism emerged as the two main OP metabolic pathways within the community. By reconstructing the P metabolic pathways of dominant genera, including Pannonibacter (Proteobacteria) and f_Saprospiraceae (Bacteroidota), metabolic models of phosphonate and phosphoester were developed in a wastewater treatment system for the first time. This study provides new insights into biological P metabolism in wastewater treatment, expanding our understanding of P metabolic pathways in wastewater.
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