Polymerase chain reaction (PCR) amplification of DNA-based unique markers, the signature sequences, is ideal for rapid detection and identification of pathogens. We described the discovery of twenty-eight signature genes of Yersinia pestis by DNA microarray-based comparative genome hybridization in conjunction with PCR validation. Three pairs of Y. pestis-specific primers designed from signature genes were demonstrated to have the expected specificity to this target bacterium, without cross-reaction with the closely related Y. pseudotuberculosis or a large collection of genomic DNAs from other organisms.