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United States Department of Agriculture

Agricultural Research Service

Research Project: Physical Activity, Glucose Regulation, and Real-Time Measurement

Location: Food Components and Health Laboratory

2011 Annual Report


1a.Objectives (from AD-416)
ARS and the Cooperator are interested in better understanding how diet and lifestyle can contribute to regulating energy substrate utilization and the prevention of obesity and diabetes. The objective of this cooperative activity is to examine the relationship of physical activity to fuel management and glucose regulation. Ambulatory monitoring (AM) methodologies and mathematical modeling of physiological processes used in this project can provide important information for the study of these national health problems.


1b.Approach (from AD-416)
Both parties are involved in independent research projects which examine the relationship of specific metabolic parameters to fuel use by the individual and the development of methods to assess current status of fuel stores in free-living humans. The objective of this cooperation is the developmet of mathematical models and data processing routines which relate real-time measurement of relevant metabolic parameters to fuel metabolism and in particular glucose regulation. The parties agree that meeting the objectives of this project will strengthen and enhance ongoing research within the scope of this agreement.


3.Progress Report

Through this agreement, we are working to develop advanced mathematical models to predict the water and metabolic fuel requirements of physically active humans. We examined the case of instantaneous substrate oxidation in older women comparing the impaired glucose tolerance state and the euglycemic state. Subjects stayed in the room-size calorimeter for 48 hours and performed three bouts of postprandial exercise on the second day. Instantaneous gas exchange rates were estimated along with the instantaneous respiratory quotient (RQ) for the whole 48-hour experiment. The relative dynamics of O2 consumption and RQ showed a greater reliance on the carbohydrate as energy source in the dysglycemic state compared to the euglycemic state. Also, the rate of glucose mobilization, quantified as the time lag between peaks in O2 consumption and peaks in RQ, was found to be higher in the euglycemic state. For the first time, results relating the “instantaneous” metabolic flexibility and impaired glucose tolerance are presented. We are also developing a model for real-time monitoring of heat flux. We used the Equivital physiologic monitoring system (Hidalgo Limited, UK) to collect core temperature and heart rate (HR) data in order to develop and test our new algorithm. The core temperature data were collected using a telemetry pill (VitalSense, Respironics, USA). The algorithm uses the antecedent samples of core temperature along with the current readings of the heart rate to predict the core temperature signal 20 minutes ahead in real time. We compared the performance of the new algorithm with the previously developed auto regressive algorithm and found that the prediction time lag is reduced by 50 % from 10 to 5 minutes. Activities under this agreement are monitored through email, phone calls, and site visits.


Last Modified: 9/10/2014
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