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Mathematical Models of Adipose Tissue Dynamics

  • Junghyo JoEmail author
  • Zeina Shreif
  • Jonathan R. Gaillard
  • Matilde Arroyo
  • Samuel W. Cushman
  • Vipul Periwal
Chapter
Part of the Studies in Mechanobiology, Tissue Engineering and Biomaterials book series (SMTEB, volume 16)

Abstract

Adipose tissue is the main organ for long term storage of energy in the body. Adipose cells store excess energy by enlarging and/or increasing in number, while they provide energy by releasing fat and shrinking as needed. The regulation of energy storage capacity is not a simple problem considering the uncertainty of following food intakes and physical activities. In this Chapter, we introduce the inference of adipose tissue dynamics from adipose cell-size distributions using mathematical modeling and Bayesian inference. We examine recruitment of new adipose cells, growth/shrinkage and death of existing cells under positive/negative energy balance. A comprehensive understanding of adipose tissue dynamics can provide new insights into metabolic disorders such as obesity and diabetes.

Keywords

Adipose Tissue Monte Carlo Adipose Cell Negative Energy Balance Bimodal Size Distribution 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Junghyo Jo
    • 1
    Email author
  • Zeina Shreif
    • 3
  • Jonathan R. Gaillard
    • 3
  • Matilde Arroyo
    • 2
  • Samuel W. Cushman
    • 2
  • Vipul Periwal
    • 3
  1. 1.Asia Pacific Center for Theoretical PhysicsPohangKorea
  2. 2.Diabetes, Endocrinology and Obesity BranchNIDDK, NIHBethesdaUSA
  3. 3.Laboratory of Biological ModelingNIDDK, NIHBethesdaUSA

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