The authors' cross-disciplinary approach, with expertise acquired from studying disease-causing viruses, bacteria, fungi, and protozoa, reveals how sequence information from diverse pathogens has uncovered novel targets for drug discovery, antigenic determinants for vaccine development, as well as diagnostic tools.