Mathematical Modeling of Interleukin-27 Induction of Anti-Tumor T Cells Response

被引:50
作者
Liao, Kang-Ling [1 ]
Bai, Xue-Feng [2 ,3 ]
Friedman, Avner [1 ,4 ]
机构
[1] Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
[2] Ohio State Univ, Dept Pathol, Columbus, OH 43210 USA
[3] Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USA
[4] Ohio State Univ, Dept Math, Columbus, OH 43210 USA
来源
PLOS ONE | 2014年 / 9卷 / 03期
基金
美国国家科学基金会;
关键词
COMPLETE REGRESSION; TUMOR-DEVELOPMENT; CANCER INVASION; IFN-GAMMA; IL-27; IL-10; GROWTH; EXPRESSION; EFFECTOR; PROMOTES;
D O I
10.1371/journal.pone.0091844
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Interleukin-12 is a pro-inflammatory cytokine which promotes Th1 and cytotoxic T lymphocyte activities, such as Interferon-gamma secretion. For this reason Interleukin-12 could be a powerful therapeutic agent for cancer treatment. However, Interleukin-12 is also excessively toxic. Interleukin-27 is an immunoregulatory cytokine from the Interleukin-12 family, but it is not as toxic as Interleukin-12. In recent years, Interleukin-27 has been considered as a potential anti-tumor agent. Recent experiments in vitro and in vivo have shown that cancer cells transfected with IL-27 activate CD8(+) T cells to promote the secretion of anti-tumor cytokines Interleukin-10, although, at the same time, IL-27 inhibits the secretion of Interferon-gamma by CD8(+) T cells. In the present paper we develop a mathematical model based on these experimental results. The model involves a dynamic network which includes tumor cells, CD8(+) T cells and cytokines Interleukin-27, Interleukin-10 and Interferon-gamma. Simulations of the model show how Interleukin-27 promotes CD8(+) T cells to secrete Interleukin-10 to inhibit tumor growth. On the other hand Interleukin-27 inhibits the secretion of Interferon-gamma by CD8(+) T cells which somewhat diminishes the inhibition of tumor growth. Our numerical results are in qualitative agreement with experimental data. We use the model to design protocols of IL-27 injections for the treatment of cancer and find that, for some special types of cancer, with a fixed total amount of drug, within a certain range, continuous injection has better efficacy than intermittent injections in reducing the tumor load while the treatment is ongoing, although the decrease in tumor load is only temporary.
引用
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页数:16
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