The effect of heterogeneity on optimal regimens in cancer chemotherapy

被引:8
|
作者
Murray, JM [1 ]
Coldman, AJ
机构
[1] Univ New S Wales, Sch Math, Sydney, NSW 2052, Australia
[2] British Columbia Canc Agcy, Vancouver, BC V5Z 4E6, Canada
关键词
cancer chemotherapy; optimal regimen; heterogeneity;
D O I
10.1016/S0025-5564(03)00093-2
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optimal drug regimens for cancer chemotherapy are determined when knowledge is only available on the behaviour of the tumour and the drugs used, over a population of patients. The case of two drugs is investigated where they are equivalent on average. Our calculations indicate that the optimal regimen has both drugs given initially but then sequences the two drugs. Our calculations also indicate that as tumour heterogeneity increases, the benefit to be gained from the optimal regimen can decrease in comparison to reasonable regimens. This has the effect of complicating the calculation of optimal regimens in a clinical setting, and may explain why results in experimental oncology fail to carry over to clinical oncology. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:73 / 87
页数:15
相关论文
共 50 条
  • [1] ON THE ROLE OF TUMOR HETEROGENEITY FOR OPTIMAL CANCER CHEMOTHERAPY
    Ledzewicz, Urszula
    Schattler, Heinz
    Wang, Shuo
    NETWORKS AND HETEROGENEOUS MEDIA, 2019, 14 (01) : 131 - 147
  • [2] Application of optimal control theory to analysis of cancer chemotherapy regimens
    Matveev, AS
    Savkin, AV
    SYSTEMS & CONTROL LETTERS, 2002, 46 (05) : 311 - 321
  • [3] Optimal Control for Cancer Chemotherapy under Tumor Heterogeneity
    Wang, Shuo
    2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 5936 - 5941
  • [4] Optimal drug regimens in cancer chemotherapy: A multi-objective approach
    Batmani, Yazdan
    Khaloozadeh, Hamid
    COMPUTERS IN BIOLOGY AND MEDICINE, 2013, 43 (12) : 2089 - 2095
  • [5] Optimal drug dosage regimens in cancer chemotherapy with neural networks.
    Floares, AG
    Floares, C
    Cucu, M
    Marian, M
    Lazar, L
    JOURNAL OF CLINICAL ONCOLOGY, 2004, 22 (14) : 160S - 160S
  • [6] Optimal Adjuvant Chemotherapy Regimens for Patients With Early-Stage Breast Cancer
    Del Mastro, Lucia
    JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (10) : 1137 - +
  • [7] OPTIMAL CONTROL OF A MATHEMATICAL MODEL FOR CANCER CHEMOTHERAPY UNDER TUMOR HETEROGENEITY
    Wang, Shuo
    Schattler, Heinz
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2016, 13 (06) : 1223 - 1240
  • [8] Adjuvant chemotherapy in early breast cancer: optimal and suboptimal anthracycline-containing regimens
    Cocconi, G
    BREAST CANCER RESEARCH AND TREATMENT, 2003, 80 (03) : 313 - 320
  • [9] Adjuvant Chemotherapy in Early Breast Cancer: Optimal and Suboptimal Anthracycline-Containing Regimens
    Giorgio Cocconi
    Breast Cancer Research and Treatment, 2003, 80 : 313 - 320
  • [10] Effect of different neoadjuvant chemotherapy regimens on locally advance breast cancer
    Coskun, U
    Gunel, N
    Onuk, E
    Yilmaz, E
    Bayram, O
    Yamac, D
    Cihan, A
    Ucan, B
    Yildirim, Y
    Celenkoglu, G
    Ozkan, S
    NEOPLASMA, 2003, 50 (03) : 210 - 216