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
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;
Journal_Title :
Biomedical Engineering, IEEE Transactions on