Researchers used five prospective cohorts from the US and China to identify circulating gut microbiota-related metabolites linked to future coronary heart disease, then tested the findings through discovery, in silico validation, and targeted quantitative validation. The study ultimately highlighted nine metabolites associated with incident CHD, supporting a potential role for microbial metabolism in heart disease risk while not proving causation