Skip to main content
Log in

A quantitative assay for intercellular aggregation

  • Research Articles
  • Published:
Annals of Biomedical Engineering Aims and scope Submit manuscript

Abstract

In an earlier communication (Munnet al., J Immunol. Methods 166∶11–25, 1993), we presented the initial development of a quantitative assay for monitoring the rates of cellular aggregation based on digital image processing and video microscopy. This study describes some important enhancements and modifications to the procedure. A new index is introduced to characterize the three-dimensional morphology of the aggregates. This index is based on temporal changes in the projected area of the cells and cell aggregates during the course of the experiment. By drawing an analogy with the kinetic theory of gases, we have also introduced a procedure to normalize for variations in cell seeding density among different experiments. In addition, the image analysis technique has been improved by introducing a background subtraction algorithm to remove illumination defects and an adaptive segmentation procedure. These improvements allowed us to completely automate the image analysis procedure, thus minimizing user intervention and improving the reproducibility of the measurements. The enhanced visual assay is evaluated using some recent results from our studies on homotypic lymphocyte aggregation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Arroyo, A. G., P. Sánchez-Mateos, M. R. Campanero, I. Martín-Padura, E. Dejana, and F. Sánchez-Madrid. Regulation of the VLA integrin-ligand interactions through the β1 subunit.J. Cell Biol. 117:659–670, 1992.

    Article  PubMed  CAS  Google Scholar 

  2. Bednarczyk, J. L., and B. W. McIntyre. A monoclonal antibody to VLA-4 α-chain (CDw49d) induces homotypic lymphocyte aggregation.J. Immunol. 144:777–784, 1990.

    PubMed  CAS  Google Scholar 

  3. Bednarczyk, J. L., J. N. Wygant, M. C. Szabo, L. Molinari-Storey, M. Renz, F. Fong, and B. W. McIntyre. Homotypic leukocyte aggregation triggered by a monoclonal antibody specific for a novel epitope expressed by the integrin β1 subunit: conversion of nonresponsive cells by transfecting human integrin α1 subunit cDNA.J. Cell Biochem. 51:465–478, 1993.

    PubMed  CAS  Google Scholar 

  4. Born, G. V. R. Aggregation of blood by adenosine diphosphate and its reversal.Nature 194:927–929, 1962.

    Article  PubMed  CAS  Google Scholar 

  5. Campanero, M. R., A. G. Arroyo, R. Pulido, A. Ursa, M. S. de Matías, P. Sánchez-Mateos, P. D. Kassner, B. M. C. Chan, M. E. Hemler, A. L. Corbí, M.O. de Landázuri, and F. Sánchez-Madrid. Functional role of α2/β1 and α4/β1 integrins in leukocyte intercellular adhesion induced through the common β1 subunit.Eur. J. Immunol. 22:3111–3119, 1992.

    Article  PubMed  CAS  Google Scholar 

  6. Campanero, M. R., R. Pulido, M. A. Ursa, M. Rodríguez-Moya, M. O. de Landázuri, and F. Sánchez Madrid. An alternative leukocyte homotypic adhesion mechanism, LFA-1/ICAM-1 —independent, triggered th rough the human VLA-4 integrin.J. Cell Biol. 110:2157–2165, 1990.

    Article  PubMed  CAS  Google Scholar 

  7. Gonzalez, R. C., and R. E. Woods. Digital Image Processing. New York: Addison-Wesley Publication Company, 1992, pp. 299–302.

    Google Scholar 

  8. Hemler, M. E., M. J. Elices, C. Parker, and Y. Takada. Structure of the integrin VLA-4 and its cell-cell and cell-matrix adhesion functions.Immunol. Rev. 114:45–65, 1990.

    Article  PubMed  CAS  Google Scholar 

  9. Hynes, R. O. Integrins: versatility, modulation, and signaling in cell adhesion.Cell 69:11–25, 1992.

    Article  PubMed  CAS  Google Scholar 

  10. Konstantopoulos, K., K. K. Wu, M. M. Udden, E. I. Banez, S. J. Shattil, and J. D. Hellums. Flow cytometric studies of platelet responses to shear stress in whole blood.Biorheology 32:73–93, 1995.

    PubMed  CAS  Google Scholar 

  11. Loeb, L. B. Kinetic Theory of Gases. New York: McGraw-Hill Book Company, Inc., 1927, pp. 29–40.

    Google Scholar 

  12. Moscona, A. Rotation-mediated histogenetic aggregation of dissociated cells: a quantifiable approach to cell interactions in vitro.Exp. Cell Res. 22:455–475, 1961.

    Article  PubMed  CAS  Google Scholar 

  13. Munn, L. L., M. W. Glacken, B. W. McIntyre, and K. Zygourakis. Analysis of lymphocyte aggregation using digital image analysis.J. Immunol. Methods 166:11–25, 1993.

    Article  PubMed  CAS  Google Scholar 

  14. Neelamegham, S., S. I. Simon, B. W. McIntyre, and K. Zygourakis. Induction of homotypic lymphocyte aggregation: evidence of a novel activation state of the β1 integrin.J. Leukoc. Biol. 59:872–882, 1996.

    PubMed  CAS  Google Scholar 

  15. O’Brien, J. R. Platelet aggregation. II. Some results with a new method of study.J. Clin. Pathol. 15:452–463, 1962.

    Article  CAS  Google Scholar 

  16. Rothlein, R., and T. A. Springer. The requirement for lymphocyte function-associated antigen 1 in homotypic leukocyte adhesion stimulated by phorbol ester.J. Exp. Med. 163: 1132–1148, 1986.

    Article  PubMed  CAS  Google Scholar 

  17. Shimizu, Y., G. A. Van Seventer, K. J. Horgan, and S. Shaw. Roles of adhesion molecules in T-cell recognition: fundamental similarities between four integrins on resting human T cells (LFA-1, VLA-4, VLA-5, VLA-6) in expression, binding, and costimulation.Immunol. Rev. 114:109–143, 1990.

    Article  PubMed  CAS  Google Scholar 

  18. Simon, S. I., J. D. Chambers, and L. A. Sklar. Flow cytometric analysis and modeling of cell-cell adhesive interactions: the neutrophil as a model.J. Cell Biol. 111:2747–2756, 1990.

    Article  PubMed  CAS  Google Scholar 

  19. Steinkamp, J. A., M. J. Fulwyler, J. R. Coulter, R. D. Hiebert, J. L. Horney, and P. F. Mullaney. A new multiparameter separator for microscopic particles and biological cells.Rev. Sci. Instr. 44:1301–1310, 1973.

    Article  CAS  Google Scholar 

  20. van de Wiel-van Kemenade, E., Y. van Kooyk, A. J. de Boer, R. J. F. Huijbens, P. Weder, W. van de Kasteele, C. J. M. Melief, and C. G. Figdor. Adhesion of T and B lymphocytes to extracellular matrix and endothelial cells can be regulated through the β subunit of VLA.J. Cell Biol. 117:461–470, 1992.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Neelamegham, S., Zygourakis, K. A quantitative assay for intercellular aggregation. Ann Biomed Eng 25, 180–189 (1997). https://doi.org/10.1007/BF02738549

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02738549

Keywords

Navigation