A Mathematical Model to Elucidate Brain Tumor Abrogation by Immunotherapy with T11 Target Structure

被引:63
作者
Banerjee, Sandip [1 ]
Khajanchi, Subhas [1 ]
Chaudhuri, Swapna [2 ]
机构
[1] Indian Inst Technol, Dept Math, Roorkee 247667, Uttar Pradesh, India
[2] Sch Trop Med, Dept Lab Med, Kolkata 700073, W Bengal, India
来源
PLOS ONE | 2015年 / 10卷 / 05期
关键词
GROWTH-FACTOR-BETA; CD8(+) T-CELLS; ADJUVANT TEMOZOLOMIDE; GLIOMA GROWTH; GLIOBLASTOMA; RADIOTHERAPY; IMMUNOSUPPRESSION; CLASSIFICATION; CHEMOTHERAPY; LYMPHOCYTES;
D O I
10.1371/journal.pone.0123611
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
T11 Target structure (T11TS), a membrane glycoprotein isolated from sheep erythrocytes, reverses the immune suppressed state of brain tumor induced animals by boosting the functional status of the immune cells. This study aims at aiding in the design of more efficacious brain tumor therapies with T11 target structure. We propose a mathematical model for brain tumor (glioma) and the immune system interactions, which aims in designing efficacious brain tumor therapy. The model encompasses considerations of the interactive dynamics of glioma cells, macrophages, cytotoxic T-lymphocytes (CD8+ T-cells), TGF-beta, IFN-gamma and the T11TS. The system undergoes sensitivity analysis, that determines which state variables are sensitive to the given parameters and the parameters are estimated from the published data. Computer simulations were used for model verification and validation, which highlight the importance of T11 target structure in brain tumor therapy.
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页数:21
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共 42 条
  • [1] A mathematical model for the transport of paclitaxel (taxol) across the blood-brain barrier
    Bandara, S.
    Diehl, M.
    Fricker, G.
    [J]. CHEMICAL ENGINEERING RESEARCH & DESIGN, 2007, 85 (A7) : 1065 - 1071
  • [2] BODMER S, 1989, J IMMUNOL, V143, P3222
  • [3] Burgess PK, 1997, J NEUROPATH EXP NEUR, V56, P704
  • [4] Distributed parameters deterministic model for treatment of brain tumors using Galerkin finite element method
    Chakrabarty, Siddhartha P.
    Hanson, Floyd B.
    [J]. MATHEMATICAL BIOSCIENCES, 2009, 219 (02) : 129 - 141
  • [5] HEPATIC PROCESSING OF TRANSFORMING GROWTH-FACTOR-BETA IN THE RAT - UPTAKE, METABOLISM, AND BILIARY-EXCRETION
    COFFEY, RJ
    KOST, LJ
    LYONS, RM
    MOSES, HL
    LARUSSO, NF
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 1987, 80 (03) : 750 - 757
  • [6] Virtual glioblastoma: growth, migration and treatment in a three-dimensional mathematical model
    Eikenberry, S. E.
    Sankar, T.
    Preul, M. C.
    Kostelich, E. J.
    Thalhauser, C. J.
    Kuang, Y.
    [J]. CELL PROLIFERATION, 2009, 42 (04) : 511 - 528
  • [7] Fink M, 2006, myAD: fast automatic differentiation code in Matlab
  • [8] Cellular and functional characterization of immunoresistant human glioma cell clones selected with alloreactive cytotoxic T lymphocytes reveals their up-regulated synthesis of biologically active TGF-β
    Gomez, German G.
    Kruse, Carol A.
    [J]. JOURNAL OF IMMUNOTHERAPY, 2007, 30 (03) : 261 - 273
  • [9] The detection of CD2+, CD4+, CD8+, and WC1+T lymphocytes, B cells and macrophages in fixed and paraffin embedded bovine tissue using a range of antigen recovery and signal amplification techniques
    Gutierrez, M
    Forster, FI
    McConnell, SA
    Cassidy, JP
    Pollock, JM
    Bryson, DG
    [J]. VETERINARY IMMUNOLOGY AND IMMUNOPATHOLOGY, 1999, 71 (3-4) : 321 - 334
  • [10] Basic principles of immunological surveillance of the normal central nervous system
    Hickey, WF
    [J]. GLIA, 2001, 36 (02) : 118 - 124