Differences of Sedentary Behavior, Physical Activity, and Metabolic Syndrome Severity Among Metabolic Syndrome Clusters

Background: Sedentary behavior (SB), physical activity (PA), and metabolic syndrome (MetS) are risk indicators for cardiometabolic diseases. Novel methods for researching MetS by the 16 unique clusters (i.e., WC+FBG+BP) and as a continuous severity z-score (MetS-Z) have emerged. This study examined how SB, PA, and MetS-Z differed among MetS clusters and SB and PA differences by MetS-Z tertiles. Methods: Using 2015-2016 National Health and Nutritional Examination Survey (NHANES) data, participants with MetS (N = 792) were identified. Subsequently, sex-, race-, and ethnicity-specfic MetS-Z were calculated. SB and PA differences were compared between MetS clusters and MetS-Z tertiles. Additionally, MetS-Z was compared between MetS clusters. Results: The WC+FBG+BP MetS cluster was prevalent among 23.80% of participants (95% CIs, 18.41-30.18) and the overall mean MetS-Z was 1.16 (1.08-1.24). Participants reported over 6 daily hours of SB (393.41 minutes.day(-1) [370.07-416.75]). The TRI+FBG+BP+HDL MetS cluster had less SB than the WC+TRI+FBG+HDL, WC+TRI+HDL, and WC+FBG+BP MetS clusters. PA did not differ between MetS clusters and no differences in SB or PA between MetS-Z tertiles. Conclusions: Limited differences in SB and PA were observed. Participants with 4 or more MetS criteria had worse MetS-Z. Efforts should support replacing SB with PA to improve cardiometabolic health.