Despite the important contribution of self-transmissible plasmids to bacterial evolution, little is understood about the range of hosts in which these plasmids have evolved. Our goal was to infer this so-called evolutionary host range. The nucleotide composition, or genomic signature, of plasmids is often similar to that of the chromosome of their current host, suggesting that plasmids acquire their hosts' signature over time. Therefore, we examined whether the evolutionary host range of plasmids could be inferred by comparing their trinucleotide composition to that of all completely sequenced bacterial chromosomes. The diversity of candidate hosts was determined using taxonomic classification and genetic distance. The method was first tested using plasmids from six incompatibility (Inc) groups whose host ranges are generally thought to be narrow (IncF, IncH, and IncI) or broad (IncN, IncP, and IncW) and then applied to other plasmid groups. The evolutionary host range was found to be broad for IncP plasmids, narrow for IncF and IncI plasmids, and intermediate for IncH and IncN plasmids, which corresponds with their known host range. The IncW plasmids as well as several plasmids from the IncA/C, IncP, IncQ, IncU, and PromA groups have signatures that were not similar to any of the chromosomal signatures, raising the hypothesis that these plasmids have not been ameliorated in any host due to their promiscuous nature. The inferred evolutionary host range of IncA/C, IncP-9, and IncL/M plasmids requires further investigation. In this era of high-throughput sequencing, this genomic signature method is a useful tool for predicting the host range of novel mobile elements.Comparative genomics has clearly shown that bacterial evolution occurs not only through genetic changes that are vertically inherited but also by extensive horizontal gene transfer between closely and distantly related bacteria (9). Mobile genetic elements such as plasmids and phages serve as important agents of horizontal gene transfer that can exchange genetic material between chromosomes (26). Plasmids also play a critical role in rapid bacterial adaptation to local environmental changes, as best exemplified by the alarmingly rapid spread of plasmid-encoded multidrug resistance in human pathogens (44,66). In spite of this, very little is understood about the range of bacterial hosts in which these plasmids may have resided and evolved in natural or clinical environments over time, i.e., their potential "evolutionary host range." Understanding the evolutionary history of virulence, catabolic, and other plasmids may help us to reconstruct the plasmid transfer network among microorganisms and track the pathways of gene dissemination.A plasmid's host range can be defined in different ways, but it is typically understood as the range of hosts in which a plasmid can replicate (replication host range, or from here on simply called "host range"). This host range is often narrower than the range of hosts to which the plasmid can transfer by conjugation (tran...