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University Laboratory of Physiology, Oxford OX1 3PT, United Kingdom
Received 28 November 1995; accepted in final form 14 June 1996.
Busso, Thierry, Pei-Ji Liang, and Peter A. Robbins.
Breath-to-breath relationships between respiratory cycle variables in humans at fixed end-tidal PCO2 and
PO2. J. Appl. Physiol. 81(5): 2287-2296, 1996.
This study examined the statistical properties of breath-to-breath variations in the inspiratory and expiratory volumes and times during rest and light exercise. Sixty data sets were
analyzed. Initial data and residuals after fitting time-series models
were examined for 1) sustained periodicities with use of spectral analysis, 2) temporal changes in signal power with
use of evolutionary spectral analysis, and 3) auto- and cross
correlations with use of a portmanteau test. The major findings were as
follows: 1) no sustained periodic components were detected;
2) temporal changes in signal power were normally present,
but these did not affect significantly the results from time-series
modeling; 3) for all variables, a simple autoregressive
moving average (ARMA) AR1MA1 model generally
described the autocorrelation; 4) considerable cross
correlation remained between residuals from the
AR1MA1 model; 5) relationships
between variables could be described by using a multivariate
time-series model; 6) residual fluctuations in end-tidal
PCO2 had little influence; and 7)
responses were broadly similar between rest and exercise, although some
quantitative differences were found. The multivariate model provides a
description of the structure of the interrelationships between cycle
variables in a quantitative and a qualitative form.
control of breathing; chemoreflex feedback loop; correlated variability; time-series models; constant power spectrum
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