
This study investigated the association between independent dimensions of metabolic syndrome (MetS) components and the development of cardiometabolic diseases. The researchers analyzed data from 153,073 European-ancestry participants from the UK Biobank. They found two principal components, PC1 and PC2, associated with incident cardiometabolic disease. PC1, characterized by increased waist circumference and dyslipidemia, had higher hazard ratios for coronary artery disease (CAD) and type 2 diabetes mellitus (T2D) compared to PC2, which was associated with hyperglycemia. Additionally, the association between PC1 and T2D was stronger in women and weakened with increasing age. This suggests that MetS has two distinct presentations with differential risks for cardiometabolic diseases, emphasizing the limitations of dichotomous MetS classification.
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