A mathematical model of the trafficking of acid-dependent enveloped viruses: application to the binding, uptake, and nuclear accumulation of baculovirus.

A quantitative understanding of virus trafficking would be useful in treating viral-mediated diseases, developing protocols for viral gene therapy, designing infection regimens for viral expression systems, and optimizing vaccine and recombinant protein production. Here, we present a mathematical model of the attachment, internalization, endosomal fusion, lysosomal routing, and nuclear accumulation of baculovirus in SF21 insect cells. The model accounts for multivalent bond formation of the virus with cell surface receptors. The model mimics accurately the experimental trafficking dynamics of the virus at both low and high virion to cell ratios, and estimates a receptor number of 11,000 per cell. A significant amount of virus was degraded intracellularly. Independent of the virion to cell ratio, half of the internalized virus was degraded with the rest accumulating in the nucleus. The formalism used in the model may be generally useful for other acid-dependent enveloped viruses. A subset of the model has been used previously to describe the trafficking of Semliki Forest virus, an acid-dependent enveloped RNA virus.Two pathways have previously been implicated for the in vitro entry of the budded form of the baculovirus: adsorptive endocytosis and plasma membrane fusion. Experimental evidence is presented which strongly suggests that the physical number of viruses entering by plasma membrane fusion is not significant relative to receptor-mediated endocytosis.

[1]  A. Szabó,et al.  Role of diffusion in ligand binding to macromolecules and cell-bound receptors. , 1982, Biophysical journal.

[2]  G. Blissard,et al.  Characterization of the infection cycle of the Orgyia pseudotsugata multicapsid nuclear polyhedrosis virus in Lymantria dispar cells. , 1990, The Journal of general virology.

[3]  D. Kelly,et al.  Baculovirus Replication: Uptake of Trichoplusia ni Nuclear Polyhedrosis Virus Particles by Insect Cells , 1985 .

[4]  M. Murcko,et al.  Evidence for the direct involvement of the rhinovirus canyon in receptor binding. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[5]  N. Cooper,et al.  Human cytomegalovirus binding to fibroblasts is receptor mediated , 1989, Journal of virology.

[6]  H. Weiner,et al.  Binding of 125I-labeled reovirus to cell surface receptors. , 1984, Virology.

[7]  J. Sambrook,et al.  Molecular Cloning: A Laboratory Manual , 2001 .

[8]  M L Shuler,et al.  A model of the binding, entry, uncoating, and RNA synthesis of Semliki Forest virus in baby hamster kidney (BHK‐21) cells , 1995, Biotechnology and bioengineering.

[9]  A. Helenius,et al.  Membrane fusion proteins of enveloped animal viruses , 1983, Quarterly Reviews of Biophysics.

[10]  R. R. Granados,et al.  In vivo infection and replication of baculoviruses , 1986 .

[11]  G. King,et al.  Characterization of a common high-affinity receptor for reovirus serotypes 1 and 3 on endothelial cells , 1989, Journal of virology.

[12]  Douglas K. Miller,et al.  Entry of Enveloped Viruses into Cells , 1983 .

[13]  R. Consigli,et al.  Early events in polyoma virus infection: attachment, penetration, and nuclear entry , 1976, Journal of virology.

[14]  G. Rohrmann Baculovirus structural proteins. , 1992, The Journal of general virology.

[15]  H. A. Wood,et al.  Equilibrium and kinetic analysis of Autographa californica nuclear polyhedrosis virus attachment to different insect cell lines. , 1992, The Journal of general virology.

[16]  A Helenius,et al.  pH-dependent fusion between the Semliki Forest virus membrane and liposomes. , 1980, Proceedings of the National Academy of Sciences of the United States of America.

[17]  A. Schreiber,et al.  Epidermal growth factor receptor occupancy inhibits vaccinia virus infection , 1985, Nature.

[18]  R. Blumenthal,et al.  The use of fluorescence dequenching measurements to follow viral membrane fusion events. , 1988, Methods of biochemical analysis.

[19]  J. Zimmerberg,et al.  Acidic pH induces fusion of cells infected with baculovirus to form syncytia , 1992, FEBS Letters.

[20]  Robert B. Gennis,et al.  Biomembranes: Molecular Structure and Function , 1988 .

[21]  M. Summers,et al.  Autographa californica nuclear polyhedrosis virus phosphoproteins and synthesis of intracellular proteins after virus infection. , 1981, Virology.

[22]  C. D. de Gooijer,et al.  A structured dynamic model for the baculovirus infection process in insect‐cell reactor configurations , 1992, Biotechnology and bioengineering.

[23]  M. Summers,et al.  Autographa californica nuclear polyhedrosis virus, PDV, and ECV viral envelopes and nucleocapsids: structural proteins, antigens, lipid and fatty acid profiles. , 1994, Virology.

[24]  H. A. Wood,et al.  General analysis of receptor-mediated viral attachment to cell surfaces. , 1990, Biophysical journal.

[25]  C. Cantor,et al.  Acidification of internalized class I major histocompatibility complex antigen by T lymphoblasts. , 1984, Cellular immunology.

[26]  G. Rovera,et al.  Membrane fusion as a mechanism of simian virus 40 entry into different cellular compartments , 1978, Journal of virology.

[27]  D. Lauffenburger,et al.  Receptors: Models for Binding, Trafficking, and Signaling , 1993 .

[28]  A Helenius,et al.  Infectious entry pathway of influenza virus in a canine kidney cell line , 1981, The Journal of cell biology.

[29]  A. Helenius,et al.  Adsorptive endocytosis of Semliki Forest virus. , 1980, Journal of molecular biology.

[30]  G. Blissard,et al.  The baculovirus GP64 envelope fusion protein: synthesis, oligomerization, and processing. , 1995, Virology.

[31]  R. Carp,et al.  Analysis of structural polypeptides of purified human cytomegalovirus , 1976, Journal of virology.

[32]  A. Helenius,et al.  Pathway of vesicular stomatitis virus entry leading to infection. , 1982, Journal of molecular biology.

[33]  A. Helenius,et al.  Binding of Semliki Forest virus and its spike glycoproteins to cells. , 1979, European journal of biochemistry.

[34]  J. Liao,et al.  Kinetic characterization of baculovirus‐induced cell death in insect cell cultures , 1993, Biotechnology and bioengineering.

[35]  A. Helenius,et al.  Virus Entry into Animal Cells , 1989, Advances in Virus Research.

[36]  R. Steinman,et al.  Endocytosis and the recycling of plasma membrane , 1983, The Journal of cell biology.

[37]  H. A. Wood,et al.  Inducing single-cell suspension of BTI-TN5B1-4 insect cells: II. The effect of sulfated polyanions on baculovirus infection. , 1997, Biotechnology and bioengineering.

[38]  M Roederer,et al.  Cell-by-cell autofluorescence correction for low signal-to-noise systems: application to epidermal growth factor endocytosis by 3T3 fibroblasts. , 1986, Cytometry.

[39]  L. Volkman,et al.  Mechanism of neutralization of budded Autographa californica nuclear polyhedrosis virus by a monoclonal antibody: Inhibition of entry by adsorptive endocytosis. , 1985, Virology.

[40]  D. Lamarre,et al.  The MHC-binding and gp120-binding functions of CD4 are separable. , 1989, Science.

[41]  C. DeLisi,et al.  The biophysics of ligand–receptor interactions , 1980, Quarterly Reviews of Biophysics.

[42]  J E Bailey,et al.  Modeling the population dynamics of baculovirus‐infected insect cells: Optimizing infection strategies for enhanced recombinant protein yields , 1992, Biotechnology and bioengineering.

[43]  H. A. Wood,et al.  Autographa californica nuclear polyhedrosis virus-induced proteins in tissue culture. , 1980, Virology.

[44]  I. Pastan,et al.  Saturable binding sites for vesicular stomatitis virus on the surface of Vero cells , 1982, Journal of virology.

[45]  P. Stahl,et al.  Macrophage endosomes contain proteases which degrade endocytosed protein ligands. , 1985, The Journal of biological chemistry.

[46]  L. Volkman,et al.  Alternate pathway of entry of budded Autographa californica nuclear polyhedrosis virus: fusion at the plasma membrane. , 1986, Virology.

[47]  U. Svensson Role of vesicles during adenovirus 2 internalization into HeLa cells , 1985, Journal of virology.

[48]  R F Murphy,et al.  Endosome pH measured in single cells by dual fluorescence flow cytometry: rapid acidification of insulin to pH 6 , 1984, The Journal of cell biology.

[49]  G. Nemerow,et al.  Integrin alpha v beta 5 selectively promotes adenovirus mediated cell membrane permeabilization , 1994, The Journal of cell biology.

[50]  S. Brodie,et al.  Membrane flow during pinocytosis. A stereologic analysis , 1976, The Journal of cell biology.

[51]  R. Wallace,et al.  Protein incorporation by isolated amphibian oocytes. II. A survey of inhibitors. , 1972, The Journal of experimental zoology.

[52]  B. Deurs,et al.  Molecules internalized by clathrin-independent endocytosis are delivered to endosomes containing transferrin receptors , 1993, The Journal of cell biology.

[53]  W. Sly,et al.  Defective acidification of endosomes in Chinese hamster ovary cell mutants "cross-resistant" to toxins and viruses. , 1983, Proceedings of the National Academy of Sciences of the United States of America.

[54]  W. Pangborn,et al.  Studies on the mechanism of membrane fusion: evidence for an intermembrane Ca2+-phospholipid complex, synergism with Mg2+, and inhibition by spectrin. , 1979, Biochemistry.

[55]  R. Granados Early events in the infection of Hiliothis zea midgut cells by a baculovirus. , 1978, Virology.

[56]  A. Helenius,et al.  Membrane fusion activity of influenza virus. , 1982, The EMBO journal.

[57]  Alan S. Perelson,et al.  Receptor clustering on a cell surface. III. theory of receptor cross-linking by multivalent ligands: description by ligand states , 1981 .

[58]  A. Helenius,et al.  Kinetics of endosome acidification detected by mutant and wild‐type Semliki Forest virus. , 1986, The EMBO journal.

[59]  S. Singer,et al.  Visualization by fluorescence of the binding and internalization of epidermal growth factor in human carcinoma cells A-431. , 1978, Proceedings of the National Academy of Sciences of the United States of America.

[60]  D. McKinley,et al.  Reassessment of fluid‐phase endocytosis and diacytosis in monolayer cultures of human fibroblasts , 1988, Journal of cellular physiology.

[61]  H. Wiley,et al.  The endocytotic rate constant. A cellular parameter for quantitating receptor-mediated endocytosis. , 1982, The Journal of biological chemistry.

[62]  H. Horton,et al.  Saturable attachment sites for polyhedron-derived baculovirus on insect cells and evidence for entry via direct membrane fusion , 1993, Journal of virology.

[63]  H. Berg,et al.  Physics of chemoreception. , 1977, Biophysical journal.

[64]  S. Ohkuma,et al.  Effect of weak bases on the intralysosomal pH in mouse peritoneal macrophages , 1981, The Journal of cell biology.

[65]  A. Helenius,et al.  Entry of Alphaviruses , 1986 .

[66]  A. Helenius,et al.  Fusion of Semliki forest virus with the plasma membrane can be induced by low pH , 1980, The Journal of cell biology.

[67]  R. Raghow,et al.  Studies on a nuclear polyhedrosis virus in Bombyx mori cells in vitro. 1. Multiplication kinetics and ultrastructural studies. , 1974, Journal of ultrastructure research.

[68]  H. Osborne,et al.  Dexamethasone inhibits a heme-independent event necessary for terminal differentiation of murine erythroleukemia cells. , 1981, Biochemical and biophysical research communications.