Author:
Goyal Mukul,Aydas Buket,Ghazaleh Husam,Rajasekharan Sanjay
Abstract
AbstractThis paper describesCarbMetSim, adiscrete-eventsimulator that tracks the blood glucose level of a person in response to a timed sequence of diet and exercise activities.CarbMetSimimplements broader aspects of carbohydrate metabolism in human beings with the objective of capturing the average impact of various diet/exercise activities on the blood glucose level. Key organs (stomach, intestine, portal vein, liver, kidney, muscles, adipose tissue, brain and heart) are implemented to the extent necessary to capture their impact on the production and consumption of glucose. Key metabolic pathways (glucose oxidation, glycolysisandgluconeogenesis) are accounted for in the operation of different organs. The impact of insulin and insulin resistance on the operation of various organs and pathways is captured in accordance with published research.CarbMetSimprovides broad flexibility to configure the insulin production ability, the average flux along various metabolic pathways and the impact of insulin resistance on different aspects of carbohydrate metabolism. The simulator does not yet have a detailed implementation of protein and lipid metabolism.
Publisher
Cold Spring Harbor Laboratory
Reference80 articles.
1. International Diabetes Federation. IDF Diabetes Atlas - 8th Edition; 2017. http://www.diabetesatlas.org/
2. In SilicoPreclinical Trials: A Proof of Concept in Closed-Loop Control of Type 1 Diabetes
3. The UVA/PADOVA Type 1 Diabetes Simulator
4. Goyal M , Aydas B , Ghazaleh H. CarbMetSim: The Carbohydrate Metabolism Simulator; 2018. https://github.com/mukulgoyalmke/CarbMetSim
5. Diabetes: Models, Signals, and Control