Skip to main content
Top

2016 | Supplement | Chapter

Impact of Blood Flow on Ocular Pathologies: Can Mathematical and Numerical Modeling Help Preventing Blindness?

Authors : Paola Causin, Giovanna Guidoboni, Francesca Malgaroli, Riccardo Sacco, Alon Harris

Published in: Progress in Industrial Mathematics at ECMI 2014

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The pathogenesis of many blinding diseases, such as diabetic retinopathy, glaucoma or retinopathy of prematurity, is thought to be related to retinal tissue hypoxia. Yet, the mechanisms governing oxygen delivery to the retina are still poorly understood. Since it is not currently possible to disentangle the influence of all the concurring factors in retinal oxygenation during experimental and clinical measurements, mathematical models can serve as virtual laboratories to separately investigate the individual influence of different parameters. In this contribution, we propose a mathematical model which describes the oxygen profile along the whole retinal depth, including sources from blood circulation and tissue metabolic consumption. An analytical solution for the profile is computed and quantitative estimates of the sensitivity of retinal oxygen profiles to changes in geometrical and metabolic parameters of the retinal tissue are provided. In particular, this analysis highlights the important role played by the thickness of the different retinal layers and warns of potential issues when using experimental data across species.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Arciero, J., Harris, A., Siesky, B., Amireskandari, A., Gershuny, V., Pickrell, A., Guidoboni, G.: Theoretical analysis of vascular regulatory mechanisms contributing to retinal blood flow autoregulation. Invest. Ophthalmol. Vis. Sci. 54, 5584–5593 (2013)CrossRef Arciero, J., Harris, A., Siesky, B., Amireskandari, A., Gershuny, V., Pickrell, A., Guidoboni, G.: Theoretical analysis of vascular regulatory mechanisms contributing to retinal blood flow autoregulation. Invest. Ophthalmol. Vis. Sci. 54, 5584–5593 (2013)CrossRef
2.
go back to reference Birol, G., Wang, S., Budzynski, E., Wangsa-Wirawan, N.D., Linsenmeier, R.A.: Oxygen distribution and consumption in the macaque retina. Am. J. Physiol. Heart. Circ. Physiol. 293(3), H1696–H1704 (2007)CrossRef Birol, G., Wang, S., Budzynski, E., Wangsa-Wirawan, N.D., Linsenmeier, R.A.: Oxygen distribution and consumption in the macaque retina. Am. J. Physiol. Heart. Circ. Physiol. 293(3), H1696–H1704 (2007)CrossRef
3.
go back to reference Causin, P., Guidoboni, G., Harris, A., Prada, D., Sacco, R., Terragni, S.: A poroelastic model for the perfusion of the lamina cribrosa in the optic nerve head. Math. Biosci. 257, 33–41 (2014). Multiscale models and methods in biomedicine Causin, P., Guidoboni, G., Harris, A., Prada, D., Sacco, R., Terragni, S.: A poroelastic model for the perfusion of the lamina cribrosa in the optic nerve head. Math. Biosci. 257, 33–41 (2014). Multiscale models and methods in biomedicine
4.
go back to reference Causin, P., Malgaroli, F., Guidoboni, G., Sacco, R., Harris, A.: Blood flow mechanics and oxygen transport and delivery in retinal microcirculation: multiscale mathematical modeling and numerical simulation. Biomech. Model Mechanobiol. 15(3), 525–542 (2016)CrossRef Causin, P., Malgaroli, F., Guidoboni, G., Sacco, R., Harris, A.: Blood flow mechanics and oxygen transport and delivery in retinal microcirculation: multiscale mathematical modeling and numerical simulation. Biomech. Model Mechanobiol. 15(3), 525–542 (2016)CrossRef
5.
go back to reference Cringle, S.J., Yu, D.Y.: A multi-layer model of retinal oxygen supply and consumption helps explain the mutated rise in inner retinal \(P_{O_{2}}\) during systemic hyperoxia. Comput. Biochem. Physiol. A: Mol. Integr. Physiol. 132(1), 61–66 (2002)CrossRef Cringle, S.J., Yu, D.Y.: A multi-layer model of retinal oxygen supply and consumption helps explain the mutated rise in inner retinal \(P_{O_{2}}\) during systemic hyperoxia. Comput. Biochem. Physiol. A: Mol. Integr. Physiol. 132(1), 61–66 (2002)CrossRef
6.
go back to reference Grieshaber, M., Flammer, J.: Blood flow in glaucoma. Am. J. Ophthalmol. 16(2), 79–83 (2005) Grieshaber, M., Flammer, J.: Blood flow in glaucoma. Am. J. Ophthalmol. 16(2), 79–83 (2005)
7.
go back to reference Guidoboni, G., Harris, A., Carichino, L., Arieli, Y., Siesky, B.A.: Effect of intraocular pressure on the hemodynamics of the central retinal artery: a mathematical model. Math. Biosci. Eng. 11(3), 523–546 (2014)MathSciNetCrossRefMATH Guidoboni, G., Harris, A., Carichino, L., Arieli, Y., Siesky, B.A.: Effect of intraocular pressure on the hemodynamics of the central retinal artery: a mathematical model. Math. Biosci. Eng. 11(3), 523–546 (2014)MathSciNetCrossRefMATH
8.
go back to reference Guidoboni, G., Harris, A., Cassani, S., Arciero, J., Siesky, B., Amireskandari, A., Tobe, L., Egan, P., Januveliciene, I., Park, J.: Intraocular pressure, blood pressure and retinal blood flow autoregulation: a mathematical model to clarify their relationship and clinical relevance. Invest. Ophthalmol. Vis. Sci. 7(55), 4105–4118 (2014)CrossRef Guidoboni, G., Harris, A., Cassani, S., Arciero, J., Siesky, B., Amireskandari, A., Tobe, L., Egan, P., Januveliciene, I., Park, J.: Intraocular pressure, blood pressure and retinal blood flow autoregulation: a mathematical model to clarify their relationship and clinical relevance. Invest. Ophthalmol. Vis. Sci. 7(55), 4105–4118 (2014)CrossRef
9.
go back to reference Hardarson, S., Stefánsson, E.: Retinal oxygen saturation is altered in diabetic retinopathy. Br. J. Ophthalmol. 96, 560–563 (2012)CrossRef Hardarson, S., Stefánsson, E.: Retinal oxygen saturation is altered in diabetic retinopathy. Br. J. Ophthalmol. 96, 560–563 (2012)CrossRef
10.
go back to reference Hardarson, S.H., Basit, S., Jonsdottir, T.E., Eysteinsson, T., Halldorsson, G.H., Karlsson, R.A., Beach, J.M., Benediktsson, J.A., Stefansson, E.: Oxygen saturation in human retinal vessels is higher in dark than in light. Invest. Ophthalmol. Vis. Sci. 50(5), 2308–2311 (2009)CrossRef Hardarson, S.H., Basit, S., Jonsdottir, T.E., Eysteinsson, T., Halldorsson, G.H., Karlsson, R.A., Beach, J.M., Benediktsson, J.A., Stefansson, E.: Oxygen saturation in human retinal vessels is higher in dark than in light. Invest. Ophthalmol. Vis. Sci. 50(5), 2308–2311 (2009)CrossRef
11.
go back to reference Hardarson, S.H., Elfarsson, A., Agnarsson, B.A., Stefánsson, E.: Retinal oximetry in central retinal artery occlusion. Acta ophthalmol. 91(2), 189–190 (2013)CrossRef Hardarson, S.H., Elfarsson, A., Agnarsson, B.A., Stefánsson, E.: Retinal oximetry in central retinal artery occlusion. Acta ophthalmol. 91(2), 189–190 (2013)CrossRef
12.
go back to reference Haugh, L., Linsenmeier, R., Goldstick, T.K.: Mathematical models of the spatial distribution of retinal oxygen tension and consumption, including changes upon illumination. Ann. Biomed. Eng. (1), 19–36 (1989) Haugh, L., Linsenmeier, R., Goldstick, T.K.: Mathematical models of the spatial distribution of retinal oxygen tension and consumption, including changes upon illumination. Ann. Biomed. Eng. (1), 19–36 (1989)
13.
go back to reference Lau, J., Linsenmeier, R.A.: Oxygen consumption and distribution in the Long-Evans rat retina. Exp. Eye Res. 102, 50–58 (2012)CrossRef Lau, J., Linsenmeier, R.A.: Oxygen consumption and distribution in the Long-Evans rat retina. Exp. Eye Res. 102, 50–58 (2012)CrossRef
14.
go back to reference London, A., Benhar, I., Schwartz, M.: The retina as a window to the brain-from eye research to CNS disorders. Nat. Rev. Neurol. 9(1), 44–53 (2013)CrossRef London, A., Benhar, I., Schwartz, M.: The retina as a window to the brain-from eye research to CNS disorders. Nat. Rev. Neurol. 9(1), 44–53 (2013)CrossRef
15.
go back to reference Roos, W.M.: Theoretical estimation of retinal oxygenation during retinal artery occlusion. Physiol. Meas. 25(6), 1523–1532 (2004)CrossRef Roos, W.M.: Theoretical estimation of retinal oxygenation during retinal artery occlusion. Physiol. Meas. 25(6), 1523–1532 (2004)CrossRef
16.
go back to reference Roos, M.: Theoretical estimation of retinal oxygenation during retinal detachment. Comput. Biol. Med. 37(6), 890–896 (2007)CrossRef Roos, M.: Theoretical estimation of retinal oxygenation during retinal detachment. Comput. Biol. Med. 37(6), 890–896 (2007)CrossRef
17.
go back to reference Sim, D., Fruttiger, M.: Ophthalmology: keeping blood vessels out of sight. eLife 2, e00948 (2013)CrossRef Sim, D., Fruttiger, M.: Ophthalmology: keeping blood vessels out of sight. eLife 2, e00948 (2013)CrossRef
18.
go back to reference Vandewalle, E., Abegão Pinto, L., Olafsdottir, O.B., De Clerck, E., Stalmans, P., Van Calster, J., Zeyen, T., Stefánsson, E., Stalmans, I.: Oximetry in glaucoma: correlation of metabolic change with structural and functional damage. Acta ophthalmol. 92(2), 105–110 (2014)CrossRef Vandewalle, E., Abegão Pinto, L., Olafsdottir, O.B., De Clerck, E., Stalmans, P., Van Calster, J., Zeyen, T., Stefánsson, E., Stalmans, I.: Oximetry in glaucoma: correlation of metabolic change with structural and functional damage. Acta ophthalmol. 92(2), 105–110 (2014)CrossRef
19.
go back to reference Wangsa-Wirawan, N.D., Linsenmeier, R.A.: Retinal oxygen: fundamental and clinical aspects. Arch. Ophthalmol. 121(4), 547–557 (2003)CrossRef Wangsa-Wirawan, N.D., Linsenmeier, R.A.: Retinal oxygen: fundamental and clinical aspects. Arch. Ophthalmol. 121(4), 547–557 (2003)CrossRef
20.
go back to reference Weinreb, R., Harris, A. (eds.): Ocular Blood Flow in Glaucoma. Kugler Publications, Amsterdam (2009) Weinreb, R., Harris, A. (eds.): Ocular Blood Flow in Glaucoma. Kugler Publications, Amsterdam (2009)
Metadata
Title
Impact of Blood Flow on Ocular Pathologies: Can Mathematical and Numerical Modeling Help Preventing Blindness?
Authors
Paola Causin
Giovanna Guidoboni
Francesca Malgaroli
Riccardo Sacco
Alon Harris
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-23413-7_41

Premium Partner