NONLINEAR-SYSTEM ANALYSIS OF RENAL AUTOREGULATION IN NORMOTENSIVE ANDHYPERTENSIVE RATS

Citation
Kh. Chon et al., NONLINEAR-SYSTEM ANALYSIS OF RENAL AUTOREGULATION IN NORMOTENSIVE ANDHYPERTENSIVE RATS, IEEE transactions on biomedical engineering, 45(3), 1998, pp. 342-353
Citations number
24
Categorie Soggetti
Engineering, Biomedical
ISSN journal
00189294
Volume
45
Issue
3
Year of publication
1998
Pages
342 - 353
Database
ISI
SICI code
0018-9294(1998)45:3<342:NAORAI>2.0.ZU;2-U
Abstract
We compared the dynamic characteristics in renal autoregulation of blo od flow of normotensive Sprague-Dawley rats (SDR) and spontaneously hy pertensive rats (SHR), using both linear and nonlinear systems analysi s. Linear analysis yielded only limited information about the differen ces in dynamics between SDR and SHR. The predictive ability, as determ ined by normalized mean-square errors (MMSE), of a third-order Volterr a model is better than for a linear model. This decrease in NMSE with a third-order model from that of a linear model is especially evident at frequencies below 0.2 Hz. Furthermore, NMSE are significantly highe r in SHR than SDR, suggesting a more complex nonlinear system in SHR. The contribution of the third-order kernel in describing the dynamics of renal autoregulation in arterial blood pressure and blood flow was found to be important. Moreover, we have identified the presence of no nlinear interactions between the oscillatory components of the myogeni c mechanism and tubuloglomerular feedback (TGF) at the level of whole kidney blood flow in SDR, An interaction between these two mechanisms had previously been revealed for SDR only at the single nephron level. However, nonlinear interactions between the myogenic and TGF mechanis ms are not detected for SHR.