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

被引:9
|
作者
Kadota, Rei [1 ]
Sugita, Kazuma [1 ]
Uchida, Kenko [1 ]
Yamada, Hitoshi [2 ]
Yamashita, Masashi [2 ]
Kimura, Hidenori [3 ]
机构
[1] Waseda Univ, Fac Sci & Engn, Shinjuku Ku, 3-4-1 Ohkubo, Tokyo, Japan
[2] Toyota Motor Co Ltd, 1 Toyota Cho, Toyota, Aichi, Japan
[3] Waseda Univ, Fac Sci & Engn, Shinjuku Ku, Bldg 555,Room 706A,3-4-1 Ohkubo, Tokyo 1698555, Japan
关键词
Endogenous glucose production; Insulin; Hypoglycemia; Brain-centered glucoregulatory system; Insulin sensitivity; PITUITARY-ADRENAL AXIS; PLASMA LEPTIN; INSULIN; SUPPRESSION; HOMEOSTASIS; RESISTANCE; THERAPY; BRAIN;
D O I
10.1016/j.jtbi.2018.08.008
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:213 / 223
页数:11
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