A method to rank proteins based on their relative immunogenicity has been devised. A statistical analysis of peptide-specific responses in large human donor pools provides a structure index value metric that ranked four industrial enzymes in the order determined by both mouse and guinea pig exposure models. The ranking method also compared favorably with human sensitization rates measured in occupationally exposed workers. Structure index values for other proteins known to cause immune responses in humans were also determined and found to be higher than the value determined for human beta2-microglobulin. Using values from known immunogenic and putative nonimmunogenic proteins, a cut-off value was established. The structure index value calculation provides a comparative method to predict subsequent immunogenicity on a human population basis without the need to use animal models. Information provided by this assay can be used in the early development of protein therapies and other protein-based applications to select or create reduced immunogenicity variants.