A Dynamical Systems Model for Combinatorial Cancer Therapy Enhances Oncolytic Adenovirus Efficacy by MEK-Inhibition

被引:37
作者
Bagheri, Neda [1 ]
Shiina, Marisa [2 ,3 ]
Lauffenburger, Douglas A. [1 ]
Korn, W. Michael [2 ,3 ]
机构
[1] MIT, Dept Biol Engn, Cambridge, MA 02139 USA
[2] Univ Calif San Francisco, Div Gastroenterol, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA
关键词
PHASE-I TRIAL; MATHEMATICAL-MODEL; GENE-THERAPY; CLINICAL-TRIAL; ONYX-015; REPLICATION; CELLS; VIROTHERAPY; DL1520; CARCINOMA;
D O I
10.1371/journal.pcbi.1001085
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Oncolytic adenoviruses, such as ONYX-015, have been tested in clinical trials for currently untreatable tumors, but have yet to demonstrate adequate therapeutic efficacy. The extent to which viruses infect targeted cells determines the efficacy of this approach but many tumors down-regulate the Coxsackievirus and Adenovirus Receptor (CAR), rendering them less susceptible to infection. Disrupting MAPK pathway signaling by pharmacological inhibition of MEK up-regulates CAR expression, offering possible enhanced adenovirus infection. MEK inhibition, however, interferes with adenovirus replication due to resulting G1-phase cell cycle arrest. Therefore, enhanced efficacy will depend on treatment protocols that productively balance these competing effects. Predictive understanding of how to attain and enhance therapeutic efficacy of combinatorial treatment is difficult since the effects of MEK inhibitors, in conjunction with adenovirus/cell interactions, are complex nonlinear dynamic processes. We investigated combinatorial treatment strategies using a mathematical model that predicts the impact of MEK inhibition on tumor cell proliferation, ONYX-015 infection, and oncolysis. Specifically, we fit a nonlinear differential equation system to dedicated experimental data and analyzed the resulting simulations for favorable treatment strategies. Simulations predicted enhanced combinatorial therapy when both treatments were applied simultaneously; we successfully validated these predictions in an ensuing explicit test study. Further analysis revealed that a CAR-independent mechanism may be responsible for amplified virus production and cell death. We conclude that integrated computational and experimental analysis of combinatorial therapy provides a useful means to identify treatment/infection protocols that yield clinically significant oncolysis. Enhanced oncolytic therapy has the potential to dramatically improve non-surgical cancer treatment, especially in locally advanced or metastatic cases where treatment options remain limited.
引用
收藏
页数:10
相关论文
共 36 条
[1]  
Anders M, 2003, CANCER RES, V63, P2088
[2]   ADENOVIRUS PROTEINS FROM BOTH E1B READING FRAMES ARE REQUIRED FOR TRANSFORMATION OF RODENT CELLS BY VIRAL-INFECTION AND DNA TRANSFECTION [J].
BARKER, DD ;
BERK, AJ .
VIROLOGY, 1987, 156 (01) :107-121
[3]   Isolation of a common receptor for coxsackie B viruses and adenoviruses 2 and 5 [J].
Bergelson, JM ;
Cunningham, JA ;
Droguett, G ;
KurtJones, EA ;
Krithivas, A ;
Hong, JS ;
Horwitz, MS ;
Crowell, RL ;
Finberg, RW .
SCIENCE, 1997, 275 (5304) :1320-1323
[4]   Optimization of Virotherapy for Cancer [J].
Biesecker, Matt ;
Kimn, Jung-Han ;
Lu, Huitian ;
Dingli, David ;
Bajzer, Zeljko .
BULLETIN OF MATHEMATICAL BIOLOGY, 2010, 72 (02) :469-489
[5]   E1B55K-deleted adenovirus (ONYX-015) overrides G1/S and G2/M checkpoints and causes mitotic catastrophe and endoreduplication in p53-proficient normal cells [J].
Cherubini, Gioia ;
Petouchoff, Tatiana ;
Grossi, Milena ;
Piersanti, Stefania ;
Cundari, Enrico ;
Saggio, Isabella .
CELL CYCLE, 2006, 5 (19) :2244-2252
[6]   A phase I open-label, dose-escalation, multi-institutional trial of injection with an E1B-attenuated adenovirus, ONYX-015, into the peritumoral region of recurrent malignant gliomas, in the adjuvant setting [J].
Chiocca, EA ;
Abbed, KM ;
Tatter, S ;
Louis, DN ;
Hochberg, FH ;
Barker, F ;
Kracher, J ;
Grossman, SA ;
Fisher, JD ;
Carson, K ;
Rosenblum, M ;
Mikkelsen, T ;
Olson, J ;
Markert, J ;
Rosenfeld, S ;
Nabors, LB ;
Brem, S ;
Phuphanich, S ;
Freeman, S ;
Kaplan, R ;
Zwiebel, J .
MOLECULAR THERAPY, 2004, 10 (05) :958-966
[7]   Armed replicating adenoviruses for cancer virotherapy [J].
Cody, J. J. ;
Douglas, J. T. .
CANCER GENE THERAPY, 2009, 16 (06) :473-488
[8]   A mutant oncolytic adenovirus targeting the Rb pathway produces anti-glioma effect in vivo [J].
Fueyo, J ;
Gomez-Manzano, C ;
Alemany, R ;
Lee, PSY ;
McDonnell, TJ ;
Mitlianga, P ;
Shi, YX ;
Levin, VA ;
Yung, WKA ;
Kyritsis, AP .
ONCOGENE, 2000, 19 (01) :2-12
[9]   Phase I-II trial of ONYX-015 in combination with MAP chemotherapy in patients with advanced sarcomas [J].
Galanis, E ;
Okuno, SH ;
Nascimento, AG ;
Lewis, BD ;
Lee, RA ;
Oliveira, AM ;
Sloan, JA ;
Atherton, P ;
Edmonson, JH ;
Erlichman, C ;
Randlev, B ;
Wang, Q ;
Freeman, S ;
Rubin, J .
GENE THERAPY, 2005, 12 (05) :437-445
[10]  
Ganly I, 2000, CLIN CANCER RES, V6, P798