Literature DB >> 22226250

Exercise in closed-loop control: a major hurdle.

Arianne C van Bon1, Eugeny Verbitskiy, Golo von Basum, Joost B L Hoekstra, J Hans DeVries.   

Abstract

BACKGROUND: People with type 1 diabetes mellitus (T1DM) are at risk for exercise-induced hypoglycemia. Prevention of such hypoglycemia in a closed-loop setting is a major challenge. Markers for automated detection of physical activity could be heart rate (HR) and body acceleration counts (AC). Correlations between HR, AC, and glucose concentrations before and after moderate intensity exercise were examined in T1DM patients during open- loop control.
METHOD: Eleven T1DM subjects treated with an insulin pump performed moderate intensity exercise of 30 min. Glucose profiles, insulin concentrations, HR, and acceleration were measured.
RESULTS: Mean (range) glucose decrease during exercise was 1.4 (0 to 3.3) mmol/liter. The mean increase in HR was 45.2 beats per minutes (15 to 106 bpm). Mean increase in AC was 18,000 (3,000 to 25,000). No correlations were seen between the glucose drop and HR or AC. A trend was observed between the increase in HR and increase in AC.
CONCLUSION: Moderate intensity exercise resulted in increased HR and body AC while it decreased glucose concentrations but, in this real-time setting, no association could be demonstrated between the glucose decrease and increase in HR or AC.
© 2011 Diabetes Technology Society.

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Year:  2011        PMID: 22226250      PMCID: PMC3262699          DOI: 10.1177/193229681100500604

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  10 in total

1.  Exercise and insulin cause GLUT-4 translocation in human skeletal muscle.

Authors:  A Thorell; M F Hirshman; J Nygren; L Jorfeldt; J F Wojtaszewski; S D Dufresne; E S Horton; O Ljungqvist; L J Goodyear
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2.  The accuracy of the TriTrac-R3D accelerometer to estimate energy expenditure.

Authors:  J M Jakicic; C Winters; K Lagally; J Ho; R J Robertson; R R Wing
Journal:  Med Sci Sports Exerc       Date:  1999-05       Impact factor: 5.411

Review 3.  Invited review: Regulation of skeletal muscle GLUT-4 expression by exercise.

Authors:  G Lynis Dohm
Journal:  J Appl Physiol (1985)       Date:  2002-08

Review 4.  Intense exercise has unique effects on both insulin release and its roles in glucoregulation: implications for diabetes.

Authors:  Errol B Marliss; Mladen Vranic
Journal:  Diabetes       Date:  2002-02       Impact factor: 9.461

Review 5.  Physical activity assessment with accelerometers: an evaluation against doubly labeled water.

Authors:  Guy Plasqui; Klaas R Westerterp
Journal:  Obesity (Silver Spring)       Date:  2007-10       Impact factor: 5.002

6.  Physical activity-the major unaccounted impediment to closed loop control.

Authors:  Marc D Breton
Journal:  J Diabetes Sci Technol       Date:  2008-01

7.  Continuous moderate-intensity exercise with or without intermittent high-intensity work: effects on acute and late glycaemia in athletes with Type 1 diabetes mellitus.

Authors:  K E Iscoe; M C Riddell
Journal:  Diabet Med       Date:  2011-07       Impact factor: 4.359

Review 8.  Exercise, glucose transport, and insulin sensitivity.

Authors:  L J Goodyear; B B Kahn
Journal:  Annu Rev Med       Date:  1998       Impact factor: 13.739

9.  Changes in basal insulin infusion rates with subcutaneous insulin infusion: time until a change in metabolic effect is induced in patients with type 1 diabetes.

Authors:  Lutz Heinemann; Leszek Nosek; Christoph Kapitza; Matthias-Axel Schweitzer; Lars Krinelke
Journal:  Diabetes Care       Date:  2009-06-01       Impact factor: 19.112

10.  The nuts and bolts of achieving end points with real-time continuous glucose monitoring.

Authors:  Howard A Wolpert
Journal:  Diabetes Care       Date:  2008-02       Impact factor: 19.112

  10 in total
  9 in total

1.  Handling Exercise During Closed Loop Control.

Authors:  Marc D Breton
Journal:  Diabetes Technol Ther       Date:  2017-06       Impact factor: 6.118

2.  Carbohydrate Requirement for Exercise in Type 1 Diabetes: Effects of Insulin Concentration.

Authors:  Maria Pia Francescato; Miloš Ajčević; Agostino Accardo
Journal:  J Diabetes Sci Technol       Date:  2019-02-15

3.  Exercise, hypoglycemia, and type 1 diabetes.

Authors:  Rita Basu; Matthew L Johnson; Yogish C Kudva; Ananda Basu
Journal:  Diabetes Technol Ther       Date:  2014-05-08       Impact factor: 6.118

4.  Early Detection of Physical Activity for People With Type 1 Diabetes Mellitus.

Authors:  Isuru S Dasanayake; Wendy C Bevier; Kristin Castorino; Jordan E Pinsker; Dale E Seborg; Francis J Doyle; Eyal Dassau
Journal:  J Diabetes Sci Technol       Date:  2015-06-30

5.  Reducing Glucose Variability Due to Meals and Postprandial Exercise in T1DM Using Switched LPV Control: In Silico Studies.

Authors:  Patricio H Colmegna; Ricardo S Sánchez-Peña; Ravi Gondhalekar; Eyal Dassau; Francis J Doyle
Journal:  J Diabetes Sci Technol       Date:  2016-05-03

6.  Comparison of physical activity sensors and heart rate monitoring for real-time activity detection in type 1 diabetes and control subjects.

Authors:  Chinmay Manohar; Derek T O'Keeffe; Ling Hinshaw; Ravi Lingineni; Shelly K McCrady-Spitzer; James A Levine; Rickey E Carter; Ananda Basu; Yogish C Kudva
Journal:  Diabetes Technol Ther       Date:  2013-08-12       Impact factor: 6.118

7.  Challenges and Recent Progress in the Development of a Closed-loop Artificial Pancreas.

Authors:  B Wayne Bequette
Journal:  Annu Rev Control       Date:  2012-12       Impact factor: 6.091

8.  Adding heart rate signal to a control-to-range artificial pancreas system improves the protection against hypoglycemia during exercise in type 1 diabetes.

Authors:  Marc D Breton; Sue A Brown; Colleen Hughes Karvetski; Laura Kollar; Katarina A Topchyan; Stacey M Anderson; Boris P Kovatchev
Journal:  Diabetes Technol Ther       Date:  2014-04-04       Impact factor: 6.118

9.  Closed-loop artificial pancreas systems: physiological input to enhance next-generation devices.

Authors:  Yogish C Kudva; Rickey E Carter; Claudio Cobelli; Rita Basu; Ananda Basu
Journal:  Diabetes Care       Date:  2014       Impact factor: 19.112

  9 in total

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