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ABSTRACT Multipartite bacterial genome organization can confer advantages, including coordinated gene regulation and faster genome replication, but is challenging to maintain.Agrobacterium tumefacienslineages often contain a circular chromosome (Ch1), a linear chromosome (Ch2), and multiple plasmids. We previously observed that in some stocks of the C58 lab model, Ch1 and Ch2 were fused into a linear dicentric chromosome. Here we analyzedAgrobacteriumnatural isolates from the French Collection for Plant-Associated Bacteria and identified two strains distinct from C58 with fused chromosomes. Chromosome conformation capture identified integration junctions that were different from the C58 fusion strain. Genome-wide DNA replication profiling showed that both replication origins remained active. Transposon sequencing revealed that partitioning systems of both chromosome centromeres were essential. Importantly, the site-specific recombinase XerCD is required for the survival of the strains containing the fusion chromosome. Our findings show that replicon fusion occurs in natural environments and that balanced replication arm sizes and proper resolution systems enable the survival of such strains. IMPORTANCEMost bacterial genomes are monopartite with a single, circular chromosome. However, some species, likeAgrobacterium tumefaciens, carry multiple chromosomes. Emergence of multipartite genomes is often related to adaptation to specific niches, including pathogenesis or symbiosis. Multipartite genomes confer certain advantages; however, maintaining this complex structure can present significant challenges. We previously reported a laboratory-propagated lineage ofA. tumefaciensstrain C58 in which the circular and linear chromosomes fused to form a single dicentric chromosome. Here we discovered two geographically separated environmental isolates ofA. tumefacienscontaining fused chromosomes with integration junctions different from the C58 fusion chromosome, revealing the constraints and diversification of this process. We found that balanced replication arm sizes and the repurposing of multimer resolution systems enable the survival and stable maintenance of dicentric chromosomes. These findings reveal how multipartite genomes function across different bacterial species and the role of genomic plasticity in bacterial genetic diversification.