A new protocol for intermittent androgen suppression therapy of prostate cancer with unstable saddle-point dynamics

被引:7
作者
Suzuki, Yasuyuki [1 ]
Sakai, Daichi [1 ]
Nomura, Taishin [1 ]
Hirata, Yoshito [2 ]
Aihara, Kazuyuki [2 ]
机构
[1] Osaka Univ, Grad Sch Engn Sci, Toyonaka, Osaka 5608531, Japan
[2] Univ Tokyo, Inst Ind Sci, Meguro Ku, Tokyo, Japan
基金
日本学术振兴会;
关键词
Prostate cancer; Intermittent androgen suppression; Mathematical model; Hybrid dynamical system; Intermittent control; PROSPECTIVE PHASE-II; QUALITY-OF-LIFE; MATHEMATICAL-MODEL; RADICAL PROSTATECTOMY; DEPRIVATION THERAPY; ABLATION THERAPY; HORMONAL-THERAPY; DOUBLING TIME; TUMOR-GROWTH; CAPECITABINE;
D O I
10.1016/j.jtbi.2014.02.004
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Intermittent androgen suppression (IAS) therapy is a class of hormonal treatment for prostate cancer, in which a drug-induced androgen deprivation can reduce the population of prostate cancer cells. In IAS therapy, drugs are administrated only in on-treatment periods that are separated intermittently by off-treatment periods. The presence of off-treatment periods may be beneficial for maintaining the sensitivity of the tumor cells to androgen deprivation. Thus, IAS can be superior to continuous androgen suppression (CAS) for delaying or possibly preventing relapse of a tumor. IAS therapy usually monitors the level of serum prostate-specific antigen (PSA), which is related to the population of tumor cells. Each on-treatment period begins when the PSA level is greater than an upper threshold; treatment results in a decrease in the PSA level. The on-treatment period is suspended when the PSA level falls below a lower threshold; the PSA level then rises again until the beginning of the next on-treatment period. To determine the transitions between on- and off-treatment periods, we propose a new IAS protocol that uses a model-based estimate of the state point in the phase space of the tumor dynamics. We show that the proposed protocol is effective if, in each of the on- and off-treatment periods, the tumor dynamics exhibits a saddle-point instability accompanied by a stable manifold. Mathematical analysis reveals that tumor dynamics can be controlled in a more effective and robust manner with the proposed protocol than with conventional IAS. We also discuss the clinical feasibility of the proposed protocol as an alternative to conventional IAS therapy. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 48 条
[1]  
AKAKURA K, 1993, CANCER, V71, P2782, DOI 10.1002/1097-0142(19930501)71:9<2782::AID-CNCR2820710916>3.0.CO
[2]  
2-Z
[3]   A Model of Postural Control in Quiet Standing: Robust Compensation of Delay-Induced Instability Using Intermittent Activation of Feedback Control [J].
Asai, Yoshiyuki ;
Tasaka, Yuichi ;
Nomura, Kunihiko ;
Nomura, Taishin ;
Casadio, Maura ;
Morasso, Pietro .
PLOS ONE, 2009, 4 (07)
[4]   Analysis of chattering in continuous sliding-mode controllers [J].
Boiko, I ;
Fridman, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (09) :1442-1446
[5]   Body sway during quiet standing: Is it the residual chattering of an intermittent stabilization process? [J].
Bottaro, A ;
Casadio, M ;
Morasso, PG ;
Sanguineti, V .
HUMAN MOVEMENT SCIENCE, 2005, 24 (04) :588-615
[6]   Bounded stability of the quiet standing posture: An intermittent control model [J].
Bottaro, Alessandra ;
Yasutake, Youko ;
Nomura, Taishin ;
Casadio, Maura ;
Morasso, Pietro .
HUMAN MOVEMENT SCIENCE, 2008, 27 (03) :473-495
[7]   Locally advanced prostate cancer - Biochemical results from a prospective phase II study of intermittent androgen suppression for men with evidence of prostate-specific antigen recurrence after radiotherapy [J].
Bruchovsky, Nicholas ;
Klotz, Laurence ;
Crook, Juanita ;
Goldenberg, S. Larry .
CANCER, 2007, 109 (05) :858-867
[8]   Final results of the Canadian prospective phase II trial of intermittent androgen suppression for men in biochemical recurrence after radiotherapy for locally advanced prostate cancer - Clinical parameters [J].
Bruchovsky, Nicholas ;
Klotz, Laurence ;
Crook, Juanita ;
Malone, Shawn ;
Ludgate, Charles ;
Morris, W. James ;
Gleave, Martin E. ;
Goldenberg, S. Larry .
CANCER, 2006, 107 (02) :389-395
[9]  
Charles H., 1941, Cancer Res, V1, P293
[10]   Intermittent androgen suppression in the management of prostate cancer [J].
Crook, JM ;
Szumacher, E ;
Malone, S ;
Huan, S ;
Segal, R .
UROLOGY, 1999, 53 (03) :530-534