Graph theory for modeling and analysis of the human lymphatic system

The human lymphatic system (HLS) is a complex network of lymphatic organs linked through the lymphatic vessels. We present a graph theory-based approach to model and analyze the human lymphatic network. Two different methods of building a graph are considered: the method using anatomical data directly and the method based on a system of rules derived from structural analysis of HLS. A simple anatomical data-based graph is converted to an oriented graph by quantifying the steady-state fluid balance in the lymphatic network with the use of the Poiseuille equation in vessels and the mass conservation at vessel junctions. A computational algorithm for the generation of the rule-based random graph is developed and implemented. Some fundamental characteristics of the two types of HLS graph models are analyzed using different metrics such as graph energy, clustering, robustness, etc. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.

Авторы
Savinkov R. 1, 2, 3 , Grebennikov D. 1, 2, 4 , Puchkova D.5 , Chereshnev V.6 , Sazonov I.7 , Bocharov G. 1, 2, 4
Журнал
Издательство
MDPI AG
Номер выпуска
12
Язык
Английский
Страницы
1-18
Статус
Опубликовано
Номер
2236
Том
8
Год
2020
Организации
  • 1 Marchuk Institute of Numerical Mathematics, Russian Academy of Sciences (INM RAS), Moscow, 119333, Russian Federation
  • 2 Moscow Center for Fundamental and Applied Mathematics at INM RAS, Moscow, 119333, Russian Federation
  • 3 Nikolsky Mathematical Institute, Peoples’ Friendship University of Russia (RUDN University), Moscow, 117198, Russian Federation
  • 4 Institute for Personalized Medicine, Sechenov First Moscow State Medical University, Moscow, 119991, Russian Federation
  • 5 Moscow Institute of Physics and Technology, National Research University, Moscow Region, Dolgoprudny, 141700, Russian Federation
  • 6 Institute of Immunology and Physiology, Ural Branch of Russian Academy of Sciences, Yekaterinburg, 620000, Russian Federation
  • 7 College of Engineering, Swansea University, Swansea, SA1 8EN, United Kingdom
Ключевые слова
Graph theory; Immunology; Lymphatic system; Mathematical modeling; Networks
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