Modeling the relationship between body weight and energy intake: A molecular diffusion-based approach

被引:5
作者
Gong, Zhejun [1 ]
Gong, Zhefeng [2 ]
机构
[1] Wuhan Univ Technol, Coll Logist Engn, Wuhan 430063, Hubei Province, Peoples R China
[2] Zhejiang Univ, Sch Med, Hangzhou 310058, Zhejiang, Peoples R China
来源
BIOLOGY DIRECT | 2012年 / 7卷
基金
中国国家自然科学基金;
关键词
Molecular diffusion; Body weight; Model; Choice making; PHYSICAL-ACTIVITY; OBESITY; NEUROECONOMICS; NEUROPEPTIDES; EXPENDITURE;
D O I
10.1186/1745-6150-7-19
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Body weight is at least partly controlled by the choices made by a human in response to external stimuli. Changes in body weight are mainly caused by energy intake. By analyzing the mechanisms involved in food intake, we considered that molecular diffusion plays an important role in body weight changes. We propose a model based on Fick's second law of diffusion to simulate the relationship between energy intake and body weight. Results: This model was applied to food intake and body weight data recorded in humans; the model showed a good fit to the experimental data. This model was also effective in predicting future body weight. Conclusions: In conclusion, this model based on molecular diffusion provides a new insight into the body weight mechanisms.
引用
收藏
页数:14
相关论文
共 22 条
[1]  
[Anonymous], 2000, ESSENTIALS EXERCISE
[2]  
Ball EJ, 2001, AM J CLIN NUTR, V74, P524
[3]   The dynamics of human body weight change [J].
Chow, Carson C. ;
Hall, Kevin D. .
PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (03)
[4]   A molecular diffusion based utility model for Drosophila larval phototaxis [J].
Gong, Zhejun ;
Gong, Zhefeng .
THEORETICAL BIOLOGY AND MEDICAL MODELLING, 2012, 9
[5]  
Gortari PD, 2006, MOL ENDOCRINOL, V65, P65
[6]   Distributed neural control of energy balance: Contributions from hindbrain and hypothalamus [J].
Grill, Harvey J. .
OBESITY, 2006, 14 :216-221
[7]   Predicting Changes of Body Weight, Body Fat, Energy Expenditure and Metabolic Fuel Selection in C57BL/6 Mice [J].
Guo, Juen ;
Hall, Kevin D. .
PLOS ONE, 2011, 6 (01)
[8]   Estimating the Continuous-Time Dynamics of Energy and Fat Metabolism in Mice [J].
Guo, Juen ;
Hall, Kevin D. .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (09)
[9]   Persistent Diet-Induced Obesity in Male C57BL/6 Mice Resulting from Temporary Obesigenic Diets [J].
Guo, Juen ;
Jou, William ;
Gavrilova, Oksana ;
Hall, Kevin D. .
PLOS ONE, 2009, 4 (04)
[10]  
Hargrove James L, 2008, Dyn Med, V7, P16, DOI 10.1186/1476-5918-7-16