Latent profile analysis approach to the relationship between daily ambulatory activity patterns and metabolic syndrome in middle-aged and elderly Japanese individuals: The Toon Health Study

• DOI: 10.1265/ehpm.23-00110
• Publication Date: 2023-09-27T22:57:54Z
• Authors: Naofumi Yamamoto; Koutatsu Maruyama; Isao Saito; Kiyohide Tomooka; Takeshi Tanigawa; Ryoichi Kawamura; Yasunori Takata; Haruhiko Osawa
• Keywords: Metabolic equivalent; Cross-sectional study

This cross-sectional study aimed to identify the accumulation patterns of objectively measured ambulatory activity (AA) variables in Japanese middle-aged and elderly individuals examine relationship these derivative with metabolic syndrome (MetS).A total 1850 participants (66.1% women, mean age: 57.7 years) provided assessed AA data using a uniaxial accelerometer. The number steps, time accumulated light-intensity (LIAA) moderate-to-vigorous intensity (MVAA), ratio MVAA (LIAA + MVAA) were calculated. Latent profile analysis was used groups based on their distinct patterns. Logistic regression models assess association MetS after adjusting for age, sex, alcohol intake, cigarette smoking.Four identified: Group A had few steps low levels LIAA MVAA; group B certain recommended level but LIAA; C or more high LIAA, D an extremely both MVAA. multivariate-adjusted odds (95% CI) B, C, relative 0.857 (0.611-1.201), 0.679 (0.500-0.922), 0.434 (0.259-0.730), respectively. Groups significantly lower compared A.AA pattern involving greater through not only also may help reduce risk inactive pattern.