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The Retinal Vasculature: Towards an Understanding of the Formation Process

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Fractals in Engineering

Abstract

Growth phenomena have been studied extensively in natural sciences. This interest has been renewed since the introduction of the fractal concept. In an attempt to understand the origin of irregular phenomena, several computer models and theoretical approaches have recently been developed. Studies using fractal analysis of the retinovasculature have proposed diffusion-limited aggregation (DLA) one of the most popular models to explain the formation of the retina. A deeper investigation of the physiological laws ruling the development of the retinovasculature has, however, revealed static and dynamic discrepancies with DLA, leading to rejection of the DLA model and reopening the debate. In light of comparison of the two formation processes and of the absence of a DLA structural characteristic in retinovasculature, we discuss the validity of some previously proposed models.

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References

  1. Mandelbrot, B. (1982): The Fractal Geometry of Nature. Freeman, San Francisco.

    MATH  Google Scholar 

  2. Vico, P.G., Cartilier, L.H. (1993): A new approach to the study of skin vascularization. Plast & Reconstr Surg 92, 463–468.

    Article  Google Scholar 

  3. Nekka, F., Kyriacos, S., Kerrigan, C, Cartilier, L.H. (1996): A model of growing vascular structures. Bull Math Biol 58(3), 409–424.

    Article  MATH  Google Scholar 

  4. Masters, B.R., Family, F., Platt, D.E. (1989): Fractal analysis of human retinal vessels. Biophys J 55 (Suppl): 575a.

    Google Scholar 

  5. Masters, B.R. (1990): Fractal analysis of human retinal blood vessels patterns: developmental and diagnostic aspects. In: Masters B R (ed) 1990 Noninvasive Diagnostic Techniques in Ophthalmology. Springer-Verlag, New York, 515–527.

    Google Scholar 

  6. Landini, G., Misson, G.P., Murray, P.I. (1993): Fractal analysis of the normal human retinal fluorescein angiogram. Gurr Eye Res 12, 23–27.

    Article  Google Scholar 

  7. Kyriacos, S., Buczkowski, S., Nekka, F., Cartilier, L.H. (1994): A modified box-counting method. Fractals 2, 321–324.

    Article  MATH  Google Scholar 

  8. Arneodo,, Argoul, F., Bacry, E., Muzy, J.F., Tabard, M. (1992): Golden mean arithmetic in the fractal branching of diffusion- limited aggregates. Phys Rev Lett 68(23), 3456–3459.

    Article  Google Scholar 

  9. Russ, J.C. (1990): Computer-Assisted Microscopy-The Measurement and Analysis of Images. Plenum Press, New York.

    Google Scholar 

  10. Feder, J. (1988): Fractals. Plenum Press, New York.

    MATH  Google Scholar 

  11. Gariano, R.F., Iruela-Arispe, M.L., Hendrickson, A.E. (1994): Vascular development in primate retina: comparison of laminar plexus formation in monkey and human. Invest Ophthal Vis Sei 65, 3442–3455.

    Google Scholar 

  12. Chan-Ling, T.L., Halasz, P., Stone, J. (1990): Development of retinal vasculature in the cat: processes and mechanisms. Curr Eye Res 9, 459–476.

    Article  Google Scholar 

  13. Navaratnam, V. (1991): Organisation and reorganisation of blood vessels in embryonic development. Eye 5, 147–150.

    Google Scholar 

  14. Forrester, J.V., Shaffiee, A., Schroder, S., Knott, R., Mcintosh, L. (1993): The role of growth factors in proliferative diabetic retinopathy. Eye 7, 276–287.

    Article  Google Scholar 

  15. Stone, J,, Itin, A., Alon, T., Peer, J., Gnessin, H., Chan-Ling, T. et al. (1995): Development of retinal vasculature is mediated by hypoxia -induced vascular endothelial growth factor (VEGF) expression by neuroglia. J Neurosci 15(7), 4738–4747.

    Google Scholar 

  16. Sebag, J., Wallace McMeel, J. (1986): Diabetic retinopathy. Pathogenesis and the role of retina-derived growth factor in angiogenesis. Survey Ophtalmol 30(6), 377–384.

    Google Scholar 

  17. Boulton, M., Patel, B., Khaliq, A., Moriarty, P., Jarvis-Evans, J., McLeod, D. (1992): Modulators and milieu in preretinal neovascularisation. Eye 6, 560–565.

    Article  Google Scholar 

  18. Penfold, PL., Provis, J.L., Madigan, M.C., van Driel, D., Billson, F.A. (1990): Angiogenesis in normal human retinal development: the involvment of astrocytes and macrophages. Graefe’s Arch Clin Exp Ophtalmol 228, 255–263.

    Article  Google Scholar 

  19. Mcintosh, L.C., Muckersie, L., Forrester, J.V. (1988): Retinal capillary endothelial cells prefer different substrates for growth and migration. Tissue & Cell 20(2), 193–209.

    Article  Google Scholar 

  20. Caswell, W.E., Yorke, J.A. (1985): Dimensions and Entropies in Chaotic Systems. Springer-Verlag, New York.

    Google Scholar 

  21. Family, F., Masters, B.R., Piatt, D.E. (1989): Fractal pattern formation in human retinal vessels. Physica D 38, 98–103.

    Article  Google Scholar 

  22. Masters, B.R. (1989): Fractal analysis of human retinal vessels. SPIE MedTech’89:Medical Imaging 1357, 250–256.

    Google Scholar 

  23. Masters, B.R. (1990): FVactal patterns in the human retina and their physiological correlates. SPIE Bio stereometric Technology and Applications 1380, 218–226.

    Google Scholar 

  24. Daxer, A. (1993): Characterisation of the neovascularisation process in diabetic retinopathy by means of fractal geometry: diagnostic implications. Graefe’s Arch Clin Exp Ophtalmol 231, 681–686.

    Article  Google Scholar 

  25. Kinoshita, M., Honda, Y. (1991): The fractal property of retinal vascular pattern. Invest Ophthalmol Vis Sei 32 (Suppl.), 1082.

    Google Scholar 

  26. Daxer, A. (1992): Fractals and retinal vessels. Lancet 339, 618.

    Google Scholar 

  27. Landini, G., Misson, G.P., Murray, P.I. (1992): Fractals and Ophtalmology. Lancet 339, 872.

    Article  Google Scholar 

  28. Daxer, A. (1993): The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis. Curr Eye Res 12(12), 1103–1109.

    Article  Google Scholar 

  29. Masters, B.R. (1994): Fractal analysis of normal human retinal blood vessels. Fractals 2(1), 103–110.

    Article  Google Scholar 

  30. Schrder, S., Brab, M., Schmid-Schnbein, G.W., Reim, M., Schmid-Schnbein, H. (1990): Microvascular network topology of the human retinal vessels. Fortschr Ophtalmol 87, 52–58.

    Google Scholar 

  31. Mainsters, M.A. (1990): The fractal properties of retinal vessels: embryological and clinical implications. Eye 4, 235–241.

    Article  Google Scholar 

  32. Vicsek, T. (1989): Fractal Growth Phenomena. World Scientific, Singapore.

    MATH  Google Scholar 

  33. Falconer, K. (1990): Fractal Geometry. Mathematical Foundations and Applications. John Wiley & Sons, New York.

    MATH  Google Scholar 

  34. Daxer, A. (1995): Mechanisms in retinal vasculogenesis: an analysis of the spatial branching site correlation. Curr Eye Res 14(4), 251–254.

    Article  Google Scholar 

  35. Witten, T.A., Sander, L.M. (1983): Diffusion-limited aggregation. Phys Rev 27, 5686–5697.

    Article  MathSciNet  Google Scholar 

  36. Meakin, P., Tolman, S. (1990): Diffusion-limited aggregation. In: Fleishmann M, Tildesley D J, Ball R C (eds) 1990. Fractals in the Natural Sciences, Princeton University Press, Princeton, 133–148.

    Google Scholar 

  37. Batty, M. (1991): Cities as fractals: simulating growth and form. In: Crilly A J, Earnshaw R A, Jones H (eds) 1991. Fractals and Chaos, Springer-Verlag, New York, 43–69.

    Google Scholar 

  38. Kaandorp, J.A. (1994): Fractal Modelling—Growth and Form in Biology. Springer-Verlag, New York.

    MATH  Google Scholar 

  39. Niemeyer, L., Pietronero, L., Wiesmann, H.J. (1984): Fractal dimension of dielectric breakdown. Phys Rev Lett 52, 1033–1036.

    Article  MathSciNet  Google Scholar 

  40. Mandelbrot, B.B. (1992): Plane DLA is not self-similar; is it a fractal that becomes increasingly compact as it grows? Physica A 191, 95–107.

    Article  Google Scholar 

  41. Coniglio, A. (1993): Is diffusion limited aggregation scale invariant? Physica A 200, 165–170.

    Article  Google Scholar 

  42. Erzan, A., Pietronero, L., Vespignani, A. (1995): The fixed-scale transformation approach to fractal growth. Rev Mod Phys 67(3), 545–604.

    Article  Google Scholar 

  43. Ossadnik, P. (1992): Branch order and ramification analysis of large diffusion-limited-aggregation clusters. Phys Rev A 45, 1058–1066.

    Article  Google Scholar 

  44. Ossadnik, P. (1991): Multiscaling analysis of large-scale off-lattice DLA. Physica A 176, 454–462.

    Article  Google Scholar 

  45. Sigelman, J., Ozanics, V. (1982): Retina In: Jakobiec F A (ed) Occular Anatomy and Teratology Harper & Row publishers, Philadelphia, 442–443.

    Google Scholar 

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© 1997 Springer-Verlag London Limited

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Kyriacos, S., Nekka, F., Vicco, P., Cartilier, L. (1997). The Retinal Vasculature: Towards an Understanding of the Formation Process. In: Lévy Véhel, J., Lutton, E., Tricot, C. (eds) Fractals in Engineering. Springer, London. https://doi.org/10.1007/978-1-4471-0995-2_29

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  • DOI: https://doi.org/10.1007/978-1-4471-0995-2_29

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-4471-1253-2

  • Online ISBN: 978-1-4471-0995-2

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