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Outline. What is diabetes?Traditional methods of treatmentModel transfer function for glucose-insulin relationshipMatlab and Simulink simulationsCurrent state of pseudo-pancreasConclusion. What is Diabetes?. Type 1 DiabetesAlso known as Juvenile Diabetes5-10% of all Diabetes casesType 2 Diab
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1. Modeling Glucose-Insulin Relationship Jeremy Heersink
December 6, 2002
ENGR 315
Prof. Ribeiro
2. Outline What is diabetes?
Traditional methods of treatment
Model transfer function for glucose-insulin relationship
Matlab and Simulink simulations
Current state of pseudo-pancreas
Conclusion
3. What is Diabetes? Type 1 Diabetes
Also known as Juvenile Diabetes
5-10% of all Diabetes cases
Type 2 Diabetes
Generally Age, Obesity, or Family Related
Glucose
Insulin
4. Traditional Methods of Treatment Diet
Physical Activity
Home blood glucose testing
Requires a finger prick for blood
Daily Insulin Shots
Sometimes 2-3 times per day.
5. Newer Technologies for Treatment Pancreas Transplantation
Insulin Pump
Pager sized device with tube into body
Still Human controlled
Pseudo Pancreas
Fully Automated system with a outer supply of insulin
Stem Cell injection
Tested in Rats
6. Healthy Response to Glucose Body receives glucose into bloodstream via eating.
Body sees the glucose, which causes an increase in Calcium ions.
The Calcium ions then trigger the insulin release to break down glucose into useful items, and no longer damage body.
7. Modeling Glucose-Insulin Relationship Insulin release at the molecular level: metabolic-electrophysiological modeling of the pancreatic beta-cells.
Written by Michele Giugliano, Marco Bove, and Massimo Grattarola.
Downloaded from a Applied Sciences Online Research Database
Accepted for publications on IEEE Biomedical Engineering.
8. Equations for Simulations
9. Transfer Function Glucose in, Insulin Out:
Insulin In, Glucose Out:
10. Matlab and Simulink Simulations
11. Simulink Simulations Cont.
12. Pseudo-pancreas Attempts to use something similar (but more complex) to what I showed to monitor and provide correct amount of Insulin
Technology is less than 3 years old.
Control System tools can be used to model and develop this system.
13. Conclusion Diabetes is a disease that can be quite devastating
Steps are being made to control this disease
Biology papers aren’t much fun to read.
Control Systems used in a humankind helping capacity
Pseudo-pancreas is a helpful invention for many who suffer from diabetes.
14. Questions?