Metagenomics reveals potential interactions between CPR bacteria and their phages in groundwater ecosystems

Candidate phyla radiation (CPR) is a vast lineage composed of bacteria with ultra-small size, streamlined genomes, notable defects in core metabolic potential and symbiotic lifestyle, which are widely detected in groundwater ecosystems. Increasing attention has focused on the physiological and ecological significance of CPR bacteria, while the potential interactions between CPR bacteria and their phages still need more exploration. Here, we collected 82 groundwater metagenomic datasets and further derived 1,162 phages with the potential to infect 2,439 groundwater CPR metagenome-assembled genomes (MAGs). Notably, the groundwater CPR MAGs were predominantly infected by temperate phages, and the abundance profiles of phage-CPR interactions in groundwater ecosystems supported the ‘Piggybacking the Winner’ (PtW) hypothesis, suggesting that lysogenic infection was a strategy co-evolved by CPR bacteria and their phages in groundwater ecosystems. Intriguingly, the groundwater CPR phages encoded various auxiliary metabolic genes (AMGs) that might promote symbiotic lifestyle and metabolic potential of host CPR MAGs. These included AMGs associated with concanavalin A-like lectin/glucanases superfamily and O-Antigen nucleotide sugar biosynthesis, which could enhance surface adhesion of host CPR MAGs. Moreover, AMGs related to ABC transport system and P-type transporter could strengthen metabolic exchange and uptake of essential nutrients from surroundings. Additionally, AMGs involved in various metabolic pathways might alleviate metabolic deficiencies in host CPR MAGs. This study elucidated the mechanisms of phage-CPR interactions and the potential roles of phages in modulating the physiology and ecology of CPR bacteria within groundwater ecosystems.