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Efficient numerical methods for nonlinear-facilitated transport and exchange in a blood-tissue exchange unit

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Abstract

The analysis of experimental data obtained by the multiple-indicator method requires complex mathematical models for which capillary blood-tissue exchange (BTEX) units are the building blocks. This study presents a new, nonlinear, two region, axially distributed, single capillary, BTEX model. A facilitated transporter model is used to describe mass transfer between plasma and intracellular spaces. To provide fast and accurate solutions, numerical techniques suited to nonlinear convection-dominated problems are implemented. These techniques are the random choice method, an explicit Euler-Lagrange scheme, and the MacCormack method with and without flux correction. The accuracy of the numerical techniques is demon-strated, and their efficiencies are compared. The random choice, Euler-Lagrange and plain MacCormack method are the best numerical techniques for BTEX modeling. However, the random choice and Euler-Lagrange methods are preferred over the MacCormack method because they allow for the derivation of a heuristic criterion that makes the numerical methods stable without degrading their efficiency. Numerical solutions are also used to illustrate some nonlinear behaviors of the model and to show how the new BTEX model can be used to estimate parameters from experimental data.

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References

  1. Bassingthwaighte, J.B., F.H. Ackerman, and E.H. Wood. Applications of the lagged normal density curve as a model for arterial dilution curves.Circ. Res. 18:398–415, 1966.

    PubMed  CAS  Google Scholar 

  2. Bassingthwaighte, J.B., and C.A. Goresky. Modeling in the analysis of solute and water exchange in the microvasculature. In: Handbook of physiology. Section 2: The cardiovascular system. Volume IV: The microcirculation, edited by E.M. Renkin and C.C. Michel. Bethesda, MD: American Physiological Society, 1984, pp. 549–626.

    Google Scholar 

  3. Bassingthwaighte, J.B., C.Y. Wang, and I.S. Chan. Bloodtissue exchange via transport and transformation by capillary endothelial cells.Circ. Res. 65:997–1020, 1989.

    PubMed  CAS  Google Scholar 

  4. Bassingthwaighte, J.B., I.S. Chan, and C.Y. Wang. Computationally efficient algorithms for convection-permeation-diffusion models for blood-tissue exchange.Ann. Biomed. Eng. 20:687–725, 1992.

    Article  PubMed  CAS  Google Scholar 

  5. Bird, R.B., W.E. Stewart, and E.N. Lightfoot. Transport Phenomena. New York: John Wiley and Sons, 1960.

    Google Scholar 

  6. Boris, J.P., and D.L. Book. Flux-corrected transport. I. SHASTA, a fluid transport algorithm that works.J. Comp. Phys. 11:38–69, 1973.

    Article  Google Scholar 

  7. Briggs, G.E., and J.B.S. Haldane. a note on the kinetics of enzyme action.Biochem J. 19:338–339, 1925.

    PubMed  CAS  Google Scholar 

  8. Bronikowski, T.A., C.A. Dawson, J.H. Linehan, and D.A. Rickaby. A mathematical model of indicator extraction by the pulmonary endothelium via saturation kinetics.Math. Biosci. 61:237–266, 1982.

    Article  Google Scholar 

  9. Chan, I.S., A.A. Goldstein, and J.B. Bassingthwaighte. SENSOP: a derivative free solver for nonlinear least squares with sensitivity scaling.Ann. Biomed. Eng. 21:621–631, 1993.

    Article  PubMed  CAS  Google Scholar 

  10. Dawson, C.A., J.H. Linehan, D.A. Rickaby, and T.A. Bronikowski. Kinetics of serotonin uptake in the intact lung.Ann. Biomed. Eng. 15:217–227, 1987.

    Article  PubMed  CAS  Google Scholar 

  11. Finlayson, B.A. Nonlinear Analysis in Chemical Engineering, New York: McGraw-Hill, 1980.

    Google Scholar 

  12. finlayson, B.A. Numerical Methods for Problems with Moving Fronts Seattle, WA: Ravenna Park Publishing, 1992.

    Google Scholar 

  13. Fletcher, C.A.J. Computational Techniques for Fluid Dynamics, vol. 1. New York: Springer-Verlag, 1988.

    Google Scholar 

  14. Goresky, C.A. A linear method for determining liver sinusoidal and extravascular volumes.Am. J. Physiol. 204:626–640, 1963.

    PubMed  CAS  Google Scholar 

  15. Harten, A. Uniformly high order accurate essentially nonoscillatory schemes. III.J. Comput. Phys. 71:231–303, 1987.

    Article  Google Scholar 

  16. Holt, M. Numerical Methods in Fluid Dynamics. New York: Springer-Verlag, 1984.

    Google Scholar 

  17. Lenhoff, A.M., and E.N. Lightfoot. Convective dispersion and interphase mass transfer.Chem. Eng. Sci. 41:2795–2810 1986.

    Article  CAS  Google Scholar 

  18. LeVeque, R.J. Numerical Methods for Conservation Laws. Basel: Birkhauser Verlag, 1992.

    Google Scholar 

  19. Linehan, J.H., C.A. Dawson, D.A. Rickaby, T.A. Bronikowski, B.N. Gillis, and B.R. Pitt. Pulmonary endothelial angiotensin-converting enzyme kinetics. In: Carrier mediated transport of solutes from blood to tissue, edited by D.L. Yudilevich and G.E. Mann. London: Longman, 1985, pp. 251–264.

    Google Scholar 

  20. Linehan, J.H., T.A. Bronikowski, and C.A. Dawson. Kinetics of uptake and metabolism by endothelial cell from indicator dilution data.Ann. Biomed. Eng. 15:201–215, 1987.

    Article  PubMed  CAS  Google Scholar 

  21. MacCormack, R.W. The effect of viscosity in hypervelocity impact cratering. AIAA Paper No. 69-354, New York: American Institute of Aeronautics and Astronautics 1969.

    Google Scholar 

  22. Malcorps, C.M., C.A. Dawson, J.H. Linehan, T.A. Bronikowski, D.A. Rickaby, A.G. Herman, and J.A. Will. Lung serotonin uptake kinetics from indicator-dilution and constant-infusion methods.J. Appl. Physiol. Respir. Environ. Exerc. Physiol. 57:720–730, 1984.

    CAS  Google Scholar 

  23. Michaelis, L., and M.L. Menten. Die Kinetik der Invertinwirkung.Biochem. Z. 49:333–369, 1913.

    CAS  Google Scholar 

  24. Poulain, C.A., and B.A. Finlayson. A comparison of numerical methods applied to non-linear adsorption columns. Int. J. Numer. Methods Fluids 17:839–859, 1993.

    Article  CAS  Google Scholar 

  25. Poulain, C.A. Efficient Numerical Methods for Nonlinear Mass Transport and Exchange in Biological Media. Seattl: University of Washington, Ph.D. Dissertation, 1995.

    Google Scholar 

  26. Richtmyer, R.D., and K.W. Morton. Difference Methods for Initial-Value Problems. New York: Interscience Publishers, 1967.

    Google Scholar 

  27. Roache, P.J. Computational Fluid Dynamics. Albuquerque, NM: Hermosa Publishers, 1972.

    Google Scholar 

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Poulain, C.A., Finlayson, B.A. & Bassingthwaighte, J.B. Efficient numerical methods for nonlinear-facilitated transport and exchange in a blood-tissue exchange unit. Ann Biomed Eng 25, 547–564 (1997). https://doi.org/10.1007/BF02684194

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  • DOI: https://doi.org/10.1007/BF02684194

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