This cross-sectional study analyzed gut microbiota via 16S rRNA sequencing in 186 patients with chronic diseases stratified by aortic arch calcification score. The high AoAC group exhibited significantly reduced microbial diversity and distinct community composition compared to the low AoAC group, supporting an association between gut dysbiosis and vascular calcification severity.