The products synthesized from a hybrid polyketide synthase/nonribosomal peptide synthetase gene cluster in the genome of Pseudomonas fluorescens Pf-5 were identified using a genomics-guided strategy involving insertional mutagenesis and subsequent metabolite profiling. Five analogs of rhizoxin, a 16-member macrolide with antifungal, phytotoxic, and antitumor activities, were produced by Pf-5, but not by a mutant with an insertion in the gene cluster. The five rhizoxin analogs, one of which had not been described previously, were differentially toxic to two agriculturally important plant pathogens, Botrytis cinerea and Phytophthora ramorum. The rhizoxin analogs also caused swelling of rice roots, a symptom characteristic of rhizoxin itself, but were less toxic to pea and cucumber roots. Of the rhizoxin analogs produced by Pf-5, the predominant compound, WF-1360 F, and the newly described compound 22Z-WF-1360 F were most toxic against the two plant pathogens and three plant species. These rhizoxin analogs were tested against a panel of human cancer lines, and they exhibited potent but nonselective cytotoxicity. This study highlights the value of the genomic sequence of the soil bacterium P. fluorescens Pf-5 in providing leads for the discovery of novel metabolites with significant biological properties.Secondary-metabolite production is a striking characteristic of Pseudomonas spp. (5, 28), and the current availability of genomic sequence data for several Pseudomonas spp. further highlights the capacity for secondary-metabolite production in this group of bacteria. For example, at least 6% of the genome of Pseudomonas fluorescens Pf-5, a rhizosphere bacterium that suppresses plant diseases, is devoted to secondary metabolism, with gene clusters for the biosynthesis of two siderophores, hydrogen cyanide, and several antibiotics (pyrrolnitrin, 2,4-diacetylphloroglucinol, and pyoluteorin) distributed throughout the genome (30). In addition to the secondary metabolites known to be produced by Pf-5 prior to genomic sequencing, three orphan gene clusters were identified in the genome of this bacterium (41). These three orphan genetic loci contain sequences that are characteristic of polyketide synthases (PKS) or nonribosomal peptide synthetases (NRPS) (51). One of the orphan metabolites has since been identified as orfamide A, the founder of a new group of bioactive cyclic lipopeptides that lyses zoospores of an oomycete plant pathogen and functions in the swarming motility of Pf-5 (11). In our continuing effort to identify the products of orphan pathways from the P. fluorescens Pf-5 genome, we describe here the products of a cluster containing genes with characteristic sequences of both PKS and NRPS. Using a screening strategy comparing Pf-5 to a derivative with a mutation in this cluster (12), we isolated and identified several metabolites structurally related to rhizoxin (Fig.