The primary purpose of this study is to test different methods of measuring energy balance, including food intake and energy expenditure. Another primary purpose of this study is to see if energy expenditure predicts weight and change after a weight loss diet. A secondary aim will be to test the reliability and validity of the Actical accelerometer, SenseWear Armbands, and the Intelligent Device for Energy Expenditure and Activity (IDEAA) monitors at measuring activity energy expenditure (AEE) and total daily energy expenditure (TEE) against the gold standard, doubly-labeled water (DLW). Similarly, we will test whether the estimated energy expenditure or posture allocation from the 3 devices is associated with weight change during and following a low calorie diet (LCD).
The study will take place over a period of one year. Participants will spend 3 weeks completing Phase I, and eight weeks completing Phase II (the weight loss phase of the study). Then, participants will return to the center at months 6 and 12 for a follow-up visit. During these visits, body weight, blood pressure, and pulse will be recorded, and questionnaires about eating attitudes and habits will be collected and assessed.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
NONE
Enrollment
87
The digital photography of foods method was developed to unobtrusively measure energy intake in naturalistic settings (e.g., cafeterias). Participants will be provided with cell-phones with digital cameras and cellular network capability. Participants were trained to take pictures of their food selection and plate waste and to send these pictures to the researchers over the cellular network. The participant will collect data in free-living conditions and these data will be collected in near real time.
Doubly labeled water, considered the gold standard for measuring energy intake in humans, was used to measure total daily energy expenditure during free-living conditions. DLW is used to obtain an accurate measure of total daily energy expenditure, which is equal to energy intake during energy balance.
The Intelligent Device for Energy Expenditure and Activity (IDEEA) will be used to measure the time spent engaging in active vs. sedentary behaviors, and the energy costs of these behaviors.
Participants will be instructed to consume five packets of Health One per day, which provides 800 kcal and 125% of Recommended Daily Intake of vitamins and minerals. Additionally participants will be instructed to consume a meal consisting of 200 kcal to 350 kcal daily, which could consist of a portion-controlled meal replacement or a home-cooked meal. Participants will meet with a Registered Dietitian at weeks 0, 2, 4, and 6 and receive instructions on adhering to the meal plan.
The Actical will be used to measure the time spent engaging in active vs. sedentary behaviors, and the energy costs of these behaviors.
The Sensewear armband will be used to measure the time spent engaging in active vs. sedentary behaviors, and the energy costs of these behaviors.
Pennington Biomedical Research Center
Baton Rouge, Louisiana, United States
ENERGY BALANCE EQUATION, PHASE I, ONE SUB-STUDY
A new method of digital photography of foods to measure the energy intake (EI) and macronutrient intake of free-living humans was tested. Digital photography (RFPM) EI was tested against measured food provisions during an in-feeding period and against EI measured with doubly labeled water (DLW) during free-living conditions for 1 week. EI measured by directly weighing food provisions in the clinic over two days and measuring food intake during free-living conditions over one week with the DLW.
Time frame: ~6 days
Weight Change
The secondary aim was to test if posture allocation (the amount of time spent engaging in certain behaviors e.g., sitting, walking, running, changing positions and the energy burned during these activities) predicts weight change over one year following a period of weight loss.
Time frame: 1 year
Total Energy Expenditure (TEE) and Activity Energy Expenditure (AEE) Predictions From Actical, IDEEA, and Sensewear Monitors (kcal/Day)
Bland-Altman analyses compared the TDEE and AEE from the Sensewear® and IDEEA and Actical monitors to the DLW data from the week participants wore the monitors. Only the week of DLW data that corresponded with the wearing of the monitors was used for this analysis.
Time frame: 1 week
Device Predictions of % Weight Change During and After an 8-week LCD
This secondary aim of the study was evaluated with linear regression analysis to determine if TEE, AEE, or measures of posture allocation predicted weight loss during the 8-week LCD. Percent weight change from diet initiation to termination was the dependent variable for the weight loss regressions. Of the 87 participants considered for these secondary analyses, five were excluded because they did not finish baseline accelerometry assessment, and an additional five were excluded because they did not enter the LCD phase due to BMI's \< 25. Finally, seven more participants from this original sample were excluded because they did not successfully complete all aspects of the DLW dosing period. Finally, an additional 4 subjects were lost to follow up during the 8-week LCD period. Thus, 66 participants were included in the analysis
Time frame: 8 weeks
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