• DocumentCode
    873516
  • Title

    On the efficacy of linear system analysis of renal autoregulation in rats

  • Author

    Chon, Ki H. ; Chen, Yu-Ming ; Holstein-Rathlou, N.-H. ; Marsh, Donald J. ; Marmarelis, Vasilis Z.

  • Author_Institution
    Univ. of Southern California, Los Angeles, CA, USA
  • Volume
    40
  • Issue
    1
  • fYear
    1993
  • Firstpage
    8
  • Lastpage
    20
  • Abstract
    To assess the linearity of the mechanisms subserving renal blood flow autoregulation, broadband arterial pressure fluctuations at three different power levels were induced experimentally and the resulting renal blood flow responses were recorded. Linear system analysis methods were applied in both the time and frequency domain. In the frequency domain, spectral estimates employing fast Fourier transform (FFT), autoregressive moving average (ARMA), and moving average (MA) methods were used. The residuals (i.e. model prediction errors) of the MA model were smaller than the ARMA, model for all levels of arterial pressure forcings. The observed low coherence values and significant model residuals in the 0.02-0.05-Hz frequency range suggest that the tubuloglomerular feedback (TGF) active in this frequency range is a nonlinear vascular control mechanism. In addition, experimental results suggest that the operation of the TGF mechanism is more evident at low/moderate pressure fluctuations and becomes overwhelmed when the arterial pressure forcing is too high.
  • Keywords
    haemodynamics; kidney; physiological models; systems analysis; 0.02 to 0.05 Hz; arterial pressure forcing; autoregressive moving average method; broadband arterial pressure fluctuations; fast Fourier transform; frequency domain; linear system analysis efficacy; model prediction errors; power levels; rats; renal blood flow autoregulation; residuals; time domain; tubuloglomerular feedback; Autoregressive processes; Blood flow; Blood pressure; Fluctuations; Frequency domain analysis; Frequency estimation; Linear systems; Linearity; Predictive models; Rats; Animals; Bias (Epidemiology); Blood Flow Velocity; Blood Pressure; Evaluation Studies as Topic; Feedback; Fourier Analysis; Hemodynamics; Homeostasis; Kidney Glomerulus; Kidney Tubules; Linear Models; Male; Models, Cardiovascular; Predictive Value of Tests; Rats; Rats, Sprague-Dawley; Renal Circulation;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.204766
  • Filename
    204766