We distinguish <i>Salmonella</i>-specific findings (e.g., SCFA suppression of SPI-1) from general colitis data and prioritize molecular validation, temporal mapping, multi-omics responder stratification, and standardized postbiotic development for clinical translation. Here, SPI1 is linked to colitis.