TY - JOUR
T1 - A mathematical model of type 1 diabetes involving leptin effects on glucose metabolism
AU - Kadota, Rei
AU - Sugita, Kazuma
AU - Uchida, Kenko
AU - Yamada, Hitoshi
AU - Yamashita, Masashi
AU - Kimura, Hidenori
PY - 2018/11/7
Y1 - 2018/11/7
N2 - 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.
AB - 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.
KW - Brain-centered glucoregulatory system
KW - Endogenous glucose production
KW - Hypoglycemia
KW - Insulin
KW - Insulin sensitivity
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U2 - 10.1016/j.jtbi.2018.08.008
DO - 10.1016/j.jtbi.2018.08.008
M3 - Article
AN - SCOPUS:85051665713
SN - 0022-5193
VL - 456
SP - 213
EP - 223
JO - Journal of Theoretical Biology
JF - Journal of Theoretical Biology
ER -