The ability of the fluorescent amplified fragment length polymorphism (FAFLP) technique to identify bacterial isolates from urinary tract infections (UTIs) was investigated. FAFLP was carried out using the single primer combination MseI plus CT and EcoRI plus 0, and information-rich FAFLP profiles were generated from all 69 UTI isolates studied, which comprised both gram-negative and gram-positive bacteria encompassing eight genera. The genetic relatedness of these 69 bacteria was determined by cluster analysis, and this revealed eight main groups corresponding to the eight bacterial genera. Finer discrimination on the same dendrogram showed species and subspecies differentiations, thus demonstrating the potential of FAFLP for describing a wide diversity range within microbial populations. The interpretation of FAFLP profiles is often complicated because it relies upon the investigator interpreting dendrograms; this process may be subjective if the tree is complicated, particularly if it includes polytomies (unresolved nodes). Therefore, we have developed a method based on Bayes' theorem for the identification of bacteria against an FAFLP probabilistic identification matrix. Thus, FAFLP is suitable for the objective identification of causal agents of UTI, and the procedure offers great potential in the clinical laboratory.Urinary tract infections (UTIs) are of significant clinical concern worldwide. For example, the annual incidence in England and Wales is about 2.5 million, with the family doctor consultation rate for women with UTI being 63.5 consultations/1,000 women/year (37). The fact that UTIs mainly afflict women is mirrored in the United States, where 11.3 million women had at least one presumed UTI treated with antibiotics in 1995 (10). Nosocomial UTI is also common (3), as is incidence in the elderly and children, with 2% of boys and 8% of girls showing clinical symptoms by the age of 7 (6). The bacteria typically associated with UTI are members of the family Enterobacteriaceae, predominantly Escherichia coli (the causative organism of Ͼ50% of all cases) and Klebsiella spp., while gram-positive bacteria, in particular enterococci, are also a significant problem (29).Despite such clinical importance, there are considerable variations in the approaches of laboratories and physicians towards UTIs. Routine diagnosis includes a quantitative microbial count of urine. Counts of Ͼ10 5 organisms/ml are regarded as showing significant bacteriuria (25). Diagnosis is followed by characterization of the causal agent and sometimes antibiotic sensitivity tests to determine appropriate courses of treatment, because the empirical choice of an effective treatment is becoming more difficult as urinary pathogens become increasingly resistant to commonly used antibiotics (15).Further identification of the isolates may not be undertaken except in complex and acute cases (27), because conventional methods are expensive, time-consuming, and labor-intensive (11). However, recurrent infections are common, particularly in childr...