Abstract
Replication-competent viruses are being tested as tumor therapy agents. The fundamental premise of this therapy is the selective infection of the tumor cell population with the amplification of the virus. Spread of the virus in the tumor ultimately should lead to eradication of the cancer. Tumor virotherapy is unlike any other form of cancer therapy as the outcome depends on the dynamics that emerge from the interaction between the virus and tumor cell populations both of which change in time. We explore these interactions using a model that captures the salient biological features of this system in combination with in vivo data. Our results show that various therapeutic outcomes are possible ranging from tumor eradication to oscillatory behavior. Data from in vivo studies support these conclusions and validate our modeling approach. Such realistic models can be used to understand experimental observations, explore alternative therapeutic scenarios and develop techniques to optimize therapy.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Reid T, Galanis E, Abbruzzese J, Sze D, Wein LM, Andrews J et al. Hepatic arterial infusion of a replication-selective oncolytic adenovirus (dl1520): phase II viral, immunologic, and clinical endpoints. Cancer Res 2002; 62: 6070–6079.
Lorence RM, Roberts MS, O'Neil JD, Groene WS, Miller JA, Mueller SN et al. Phase 1 clinical experience using intravenous administration of PV701, an oncolytic Newcastle disease virus. Curr Cancer Drug Targets 2007; 7: 157–167.
Reid V, Yu Z, Schuman T, Li S, Singh P, Fong Y et al. Herpes oncolytic therapy of salivary gland carcinomas. Int J Cancer 2008; 122: 202–208.
Kirn D, Martuza RL, Zwiebel J . Replication-selective virotherapy for cancer: biological principles, risk management and future directions. Nat Med 2001; 7: 781–787.
Dingli D, Cascino MD, Josic K, Russell SJ, Bajzer Z . Mathematical modeling of cancer radiovirotherapy. Math Biosci 2006; 199: 55–78.
Friedman A, Tian JP, Fulci G, Chiocca EA, Wang J . Glioma virotherapy: effects of innate immune suppression and increased viral replication capacity. Cancer Res 2006; 66: 2314–2319.
Wein LM, Wu JT, Ianculescu AG, Puri RK . A mathematical model of the impact of infused targeted cytotoxic agents on brain tumours: implications for detection, design and delivery. Cell Prolif 2002; 35: 343–361.
Wein LM, Wu JT, Kirn DH . Validation and analysis of a mathematical model of a replication-competent oncolytic virus for cancer treatment: implications for virus design and delivery. Cancer Res 2003; 63: 1317–1324.
Wodarz D . Viruses as antitumor weapons: defining conditions for tumor remission. Cancer Res 2001; 61: 3501–3507.
Wodarz D . Gene therapy for killing p53-negative cancer cells: use of replicating versus nonreplicating agents. Hum Gene Ther 2003; 14: 153–159.
Wu JT, Byrne HM, Kirn DH, Wein LM . Modeling and analysis of a virus that replicates selectively in tumor cells. Bull Math Biol 2001; 63: 731–768.
Wu JT, Kirn DH, Wein LM . Analysis of a three-way race between tumor growth, a replication-competent virus and an immune response. Bull Math Biol 2004; 66: 605–625.
Grote D, Russell SJ, Cornu TI, Cattaneo R, Vile R, Poland GA et al. Live attenuated measles virus induces regression of human lymphoma xenografts in immunodeficient mice. Blood 2001; 97: 3746–3754.
Peng KW, Ahmann GJ, Pham L, Greipp PR, Cattaneo R, Russell SJ . Systemic therapy of myeloma xenografts by an attenuated measles virus. Blood 2001; 98: 2002–2007.
Peng KW, TenEyck CJ, Galanis E, Kalli KR, Hartmann LC, Russell SJ . Intraperitoneal therapy of ovarian cancer using an engineered measles virus. Cancer Res 2002; 62: 4656–4662.
Phuong LK, Allen C, Peng KW, Giannini C, Greiner S, TenEyck CJ et al. Use of a vaccine strain of measles virus genetically engineered to produce carcinoembryonic antigen as a novel therapeutic agent against glioblastoma multiforme. Cancer Res 2003; 63: 2462–2469.
McDonald CJ, Erlichman C, Ingle JN, Rosales GA, Allen C, Greiner SM et al. A measles virus vaccine strain derivative as a novel oncolytic agent against breast cancer. Breast Cancer Res Treat 2006; 99: 177–184.
Hadac EM, Peng KW, Nakamura T, Russell SJ . Reengineering paramyxovirus tropism. Virology 2004; 329: 217–225.
Nakamura T, Peng KW, Harvey M, Greiner S, Lorimer IA, James CD et al. Rescue and propagation of fully retargeted oncolytic measles viruses. Nat Biotechnol 2005; 23: 209–214.
Galanis E, Bateman A, Johnson K, Diaz RM, James CD, Vile R et al. Use of viral fusogenic membrane glycoproteins as novel therapeutic transgenes in gliomas. Hum Gene Ther 2001; 12: 811–821.
Peng KW, Facteau S, Wegman T, O'Kane D, Russell SJ . Non-invasive in vivo monitoring of trackable viruses expressing soluble marker peptides. Nat Med 2002; 8: 527–531.
Dingli D, Kemp BJ, O'Connor MK, Morris JC, Russell SJ, Lowe VJ . Combined I-124 positron emission tomography/computed tomography imaging of NIS gene expression in animal models of stably transfected and intravenously transfected tumor. Mol Imaging Biol 2006; 8: 16–23.
Dingli D, Peng KW, Harvey ME, Greipp PR, O'Connor MK, Cattaneo R et al. Image-guided radiovirotherapy for multiple myeloma using a recombinant measles virus expressing the thyroidal sodium iodide symporter. Blood 2004; 103: 1641–1646.
Peng KW, Hadac EM, Anderson BD, Myers R, Harvey M, Greiner SM et al. Pharmacokinetics of oncolytic measles virotherapy: eventual equilibrium between virus and tumor in an ovarian cancer xenograft model. Cancer Gene Ther 2006; 13: 732–738.
Bajzer Z, Carr T, Josic K, Russell SJ, Dingli D . Modeling of cancer virotherapy with recombinant measles viruses. J Theor Biol 2008; 252: 109–122.
Myers RM, Greiner SM, Harvey ME, Griesmann G, Kuffel MJ, Buhrow SA et al. Preclinical pharmacology and toxicology of intravenous MV-NIS, an oncolytic measles virus administered with or without cyclophosphamide. Clin Pharmacol Ther 2007; 82: 700–710.
Westendorf JJ, Ahmann GJ, Greipp PR, Witzig TE, Lust JA, Jelinek DF . Establishment and characterization of three myeloma cell lines that demonstrate variable cytokine responses and abilities to produce autocrine interleukin-6. Leukemia 1996; 10: 866–876.
Spratt JA, von Fournier D, Spratt JS, Weber EE . Decelerating growth and human breast cancer. Cancer 1993; 71: 2013–2019.
Bajzer Z . Gompertzian growth as a self-similar and allometric process. Growth Dev Aging 1999; 63: 3–11.
Akaike H . A new look at the statistical model identification. IEEE Trans Automat Contr 1974; 19: 716–723.
SCIENTIST, Micromath Scientific Software. Salt Lake City, Utah, 1995.
Offord C, Bajzer Z . A hybrid global optimization algorithm involving simplex and inductive search. Lect Notes Comput Sci 2006; 2074: 680–688.
Russell SJ . RNA viruses as virotherapy agents. Cancer Gene Ther 2002; 9: 961–966.
Russell SJ, Peng KW . Viruses as anticancer drugs. Trends Pharmacol Sci 2007; 28: 326–333.
Anderson BD, Nakamura T, Russell SJ, Peng KW . High CD46 receptor density determines preferential killing of tumor cells by oncolytic measles virus. Cancer Res 2004; 64: 4919–4926.
Ong HT, Timm MM, Greipp PR, Witzig TE, Dispenzieri A, Russell SJ et al. Oncolytic measles virus targets high CD46 expression on multiple myeloma cells. Exp Hematol 2006; 34: 713–720.
Dingli D, Peng KW, Harvey ME, Vongpunsawad S, Bergert ER, Kyle RA et al. Interaction of measles virus vectors with Auger electron emitting radioisotopes. Biochem Biophys Res Commun 2005; 337: 22–29.
Pratt G, Goodyear O, Moss P . Immunodeficiency and immunotherapy in multiple myeloma. Br J Haematol 2007; 138: 563–579.
Acknowledgements
This project was possible through a career development award from Mayo Foundation to DD, Grant CA100634 (NCI) to SJR, the Mayo Santulli Fund to ZB, and NSF Grants DMS-0604429 and DMS-0817649 and a Texas ARP/ATP award to KJ.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Dingli, D., Offord, C., Myers, R. et al. Dynamics of multiple myeloma tumor therapy with a recombinant measles virus. Cancer Gene Ther 16, 873–882 (2009). https://doi.org/10.1038/cgt.2009.40
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/cgt.2009.40
Keywords
This article is cited by
-
Slow–Fast Model and Therapy Optimization for Oncolytic Treatment of Tumors
Bulletin of Mathematical Biology (2022)
-
Bovine pestivirus is a new alternative virus for multiple myeloma oncolytic virotherapy
Journal of Hematology & Oncology (2020)
-
Investigating Macrophages Plasticity Following Tumour–Immune Interactions During Oncolytic Therapies
Acta Biotheoretica (2019)
-
Perfusion Pressure Is a Critical Determinant of the Intratumoral Extravasation of Oncolytic Viruses
Molecular Therapy (2016)
-
Ecological Models for Gene Therapy. I. Models for Intraorganismal Ecology
Biological Theory (2014)