Validity of energy expenditure from combined accelerometry and heart rate during load carriage in adults with overweight to mild obesity

The primary aim of this study was to examine the validity of energy expenditure (EE) estimated via branched chain modeling (BCM) during treadmill walking with a weighted vest. Thirteen sedentary adults with overweight/mild obesity [M = 11, F = 2; 29.0 (5.5) yr; maximal oxygen uptake ((V)over dotO(2max)): 27.4 (2.0) mL center dot kg(-1)center dot min(;)(-1) body mass index (BMI) = 29.6 (3.0)] were recruited. Participants completed a ramp incremental and steady-state walking (4.0, 4.5, 5.0, and 5.5 km center dot h(-1)) whilst wearing weighted vest (10% body mass; VEST) and unweighted control (CON). EE was estimated via indirect calorimetry (EEIC) and BCM (EEBCM), using a combined accelerometry/heart rate (HR) sensor (ActiHeart 5), and cardiorespiratory responses were determined from gas analysis. Limits of agreement (LoA) and concordance correlation coefficient (CCC) were used to assess validity of EEBCM. Repeated-measures ANOVA (condition(*)velocity) was used to examine physiological responses. Significant main effects of VEST included elevated oxygen consumption (VO2; ml.kg(-1)center dot min(-1);p < 0.001), ventilation (p < 0.001), respiratory exchange ratio (RER; p < 0.001), HR (p < 0.001), and both EEIC (p < 0.001) and EEBCM (p < 0.001). There was a strong correlation between EEIC and EEBCM in both CON (CCC = 0.80) and VEST (CCC = 0.82). Mean bias (95% LoA) between EEIC and EEBCM was - 6.7 (-71.5,58.2) J center dot kg(-1)center dot min(-1) (CON) and 3.6 (-50.3,57.6) J center dot kg(-1)center dot min(-1) (VEST). Adults with overweight/mild obesity demonstrated an increase in EE during treadmill walking with a weighted vest. BCM was sensitive to this increase and also to treadmill velocity., However the agreement in estimated EE between indirect calorimetry and BCM was marginal for both CON and VEST conditions, and thus not interchangeable.