Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia

被引:70
作者
Huang, W
Shen, Z
Huang, NE
Fung, YC [1 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[2] Univ Calif Irvine, Dept Civil & Environm Engn, Irvine, CA 92697 USA
[3] NASA, Lab Hydrosper Proc, Oceans & Ice Branch, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
[4] CALTECH, Div Engn & Appl Sci, Pasadena, CA 91125 USA
关键词
degree of nonlinearity; Fourier spectrum; Hilbert spectrum; nonlinear relationships;
D O I
10.1073/pnas.96.5.1834
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper is devoted to the quantization of the degree of nonlinearity of the relationship between two biological variables when one of the variables is a complex nonstationary oscillatory signal. An example of the situation is the indicial responses of pulmonary blood pressure (P) to step changes of oxygen tension (Delta pO(2)) in the breathing gas. For a step change of Delta pO(2), beginning at time t(1), the pulmonary blood pressure is a nonlinear function of time and Delta pO(2), which can be written as P(t-t(1)\Delta oO(2)). An effective method does not exist to examine the nonlinear function P(t-t(1)\Delta pO(2)). A systematic approach is proposed here. The definitions of mean trends and oscillations about the means are the kegs. With these keys a practical method of calculation is devised. We fit the mean trends of blood pressure with analytic functions of time, whose nonlinearity with respect to the oxygen level is clarified here. The associated oscillations about the mean can be transformed into Hilbert spectrum, An integration of the square of the Hilbert spectrum over frequency yields a measure of oscillatory energy, which is also a function of time, whose mean trends can be expressed by analytic functions. The degree of nonlinearity of the oscillatory energy with respect to the oxygen level also is clarified here. Theoretical extension of the experimental nonlinear indicial functions to arbitrary history of hypoxia is proposed. Application of the results to tissue remodeling and tissue engineering of blood vessels is discussed.
引用
收藏
页码:1834 / 1839
页数:6
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