The past decade has seen remarkable technical advances in infectious disease diagnosis, and the pace of innovation is likely to continue. Many of these techniques are well suited to pathogen identification directly from pathologic or clinical samples, which is the focus of this review. Polymerase chain reaction (PCR) and gene sequencing are now routinely performed on frozen or fixed tissues for diagnosis of bacterial infections of animals. These assays are most useful for pathogens that are difficult to culture or identify phenotypically, when propagation poses a biosafety hazard, or when suitable fresh tissue is not available. Multiplex PCR assays, DNA microarrays, in situ hybridization, massive parallel DNA sequencing, microbiome profiling, molecular typing of pathogens, identification of antimicrobial resistance genes, and mass spectrometry are additional emerging technologies for the diagnosis of bacterial infections from pathologic and clinical samples in animals. These technical advances come, however, with 2 caveats. First, in the age of molecular diagnosis, quality control has become more important than ever to identify and control for the presence of inhibitors, cross-contamination, inadequate templates from diagnostic specimens, and other causes of erroneous microbial identifications. Second, the attraction of these technologic advances can obscure the reality that medical diagnoses cannot be made on the basis of molecular testing alone but instead through integrated consideration of clinical, pathologic, and laboratory findings. Proper validation of the method is required. It is critical that veterinary diagnosticians understand not only the value but also the limitations of these technical advances for routine diagnosis of infectious disease.Keywords bacterial infections, mass spectrometry, molecular diagnostic techniques, fluorescent in situ hybridization, quality control, realtime polymerase chain reaction Traditionally, pathogen identification for infectious disease was mostly based on isolation in culture, and this was also critical for fulfilling Koch's postulates. 24 Molecular identification methods have been used for infectious disease diagnosis since the 1980s, and ''molecular Koch's postulates'' were applied to bacterial pathogenicity at the gene rather than the wholeorganism level. 21,22 Molecular guidelines for establishing microbial disease causation were described as a reconsideration of Koch's postulates. 24 Among the nonculture methods, polymerase chain reaction (PCR) and DNA sequencing have been widely used to identify infectious pathogens. Recently, massive parallel DNA sequencing has rapidly developed for the identification of both described and new viral pathogens. The technology will likely revolutionize bacterial disease diagnosis in the near future. Not only have many nonculturable or difficult-to-culture bacterial pathogens become detectable, but many readily isolated bacterial infections can now be identified with nonculture methods. Molecular identification methods ca...