Mathematical modelling of the pathogenesis of multiple myeloma-induced bone disease

被引:18
作者
Ji, Bing [1 ]
Genever, Paul G. [2 ]
Patton, Ronald J. [3 ]
Fagan, Michael J. [3 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
[2] Univ York, Dept Biol, York YO10 5DD, N Yorkshire, England
[3] Univ Hull, Sch Engn, Kingston Upon Hull HU6 7RX, N Humberside, England
基金
中国国家自然科学基金; 英国工程与自然科学研究理事会;
关键词
multiple myeloma; MM-induced bone disease; bone microenvironment; mathematical model; osteoblast and osteoclast activities; GROWTH-FACTOR-BETA; SERUM OSTEOPROTEGERIN LEVELS; RECEPTOR ACTIVATOR; PARATHYROID-HORMONE; OSTEOBLAST; TUMOR; MARROW; LIGAND; CELLS; RANKL/RANK/OPG;
D O I
10.1002/cnm.2645
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Multiple myeloma (MM) is the second most common haematological malignancy and results in destructive bone lesions. The interaction between MM cells and the bone microenvironment plays an important role in the development of the tumour cells and MM-induced bone disease and forms a vicious cycle' of tumour development and bone destruction, intensified by suppression of osteoblast activity and promotion of osteoclast activity. In this paper, a mathematical model is proposed to simulate how the interaction between MM cells and the bone microenvironment facilitates the development of the tumour cells and the resultant bone destruction. It includes both the roles of inhibited osteoblast activity and stimulated osteoclast activity. The model is able to mimic the temporal variation of bone cell concentrations and resultant bone volume after the invasion and then removal of the tumour cells and explains why MM-induced bone lesions rarely heal even after the complete removal of MM cells. The behaviour of the model compares well with published experimental data. The model serves as a first step to understand the development of MM-induced bone disease and could be applied further to evaluate the current therapies against MM-induced bone disease and even suggests new potential therapeutic targets. (c) 2014 The Authors. International Journal for Numerical Methods in Biomedical Engineering published by John Wiley & Sons Ltd
引用
收藏
页码:1085 / 1102
页数:18
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