A mathematical model of type 1 diabetes involving leptin effects on glucose metabolism

J Theor Biol. 2018 Nov 7:456:213-223. doi: 10.1016/j.jtbi.2018.08.008. Epub 2018 Aug 8.

Abstract

Leptin, a hormone released from fat cells in adipose tissues, was recently found to be capable of normalizing glucose metabolism in animals. Clinical data on patients with lipodystrophy indicates that leptin may have a positive effect on glucose metabolism in individuals with diabetes. There are growing expectations that leptin can improve the current insulin treatment for patients with type 1 diabetes. We investigated this possibility through in silico experiments based on a mathematical model of diabetes, which is currently the only mode of research that eliminates human risk. A model of the brain-centered glucoregulatory system, in which leptin plays a central role, was constructed and integrated within a conventional model of insulin/glucose dynamics. The model has been validated using experimental data from animal studies. The in silico combination experiments showed excellent therapeutic performance over insulin monotherapy.

Keywords: Brain-centered glucoregulatory system; Endogenous glucose production; Hypoglycemia; Insulin; Insulin sensitivity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Blood Glucose / metabolism*
  • Brain / metabolism
  • Computer Simulation
  • Diabetes Mellitus, Experimental / blood
  • Diabetes Mellitus, Experimental / drug therapy
  • Diabetes Mellitus, Type 1 / blood
  • Diabetes Mellitus, Type 1 / drug therapy*
  • Glucose Tolerance Test
  • Humans
  • Hypoglycemic Agents / therapeutic use*
  • Leptin / physiology
  • Leptin / therapeutic use*
  • Models, Biological*

Substances

  • Blood Glucose
  • Hypoglycemic Agents
  • Leptin