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1 Department of Electromagnetism and Bioengineering, Polytechnic University of Marche, Via Brecce Bianche, 60131 Ancona, Italy2 Laboratory for Physiology, Institute for Cardiovascular Research (ICaR-VU), VU University Medical Center, van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands
| Abstract |
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(Received 24 December 2003;
accepted after revision 20 April 2004; first published online 6 May 2004)
Corresponding author R. Burattini: Department of Electromagnetism and Bioengineering, Polytechnic University of Marche, Via Brecce Bianche, 60131 Ancona, Italy. Email: r.burattini{at}univpm.it
| Introduction |
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To avoid surgical opening of the regulation loop and to achieve a more natural condition, closed-loop methods have been proposed for indirect estimation of overall baroreflex open-loop gain (Valentinuzzi et al. 1972; Sagawa & Eisner, 1975; Hosomi & Yokoyama, 1981; Burattini & Borgdorff, 1984; Burattini et al. 1987a; O'Leary et al. 1989; Kawada et al. 1997). In most of these studies the results do not pertain to baroreflex regulation alone because of the simultaneous and opposing effects of total systemic autoregulation, which is the intrinsic ability to maintain a relatively constant blood flow during changes in perfusion pressure. Total systemic autoregulation has been demonstrated after elimination of nervous and hormonal control, and may be of considerable magnitude (Liedtke et al. 1973; Korner et al. 1976; Johnson, 1986; Metting et al. 1988; Borgdorff et al. 1990; Burattini et al. 1991, 1994). Therefore, the change in mean systemic arterial pressure after a change in cardiac output is determined by three factors: the magnitude of the change in cardiac output, a baroreflex-induced change in peripheral resistance and a simultaneous autoregulatory change in peripheral resistance.
The open-loop gain of the baroreflex alone, called the specific baroreflex open-loop gain, can be calculated only when the strength of autoregulation is known.
We have previously shown that in animals in which baroregulation was abolished by barodenervation, or ganglionic blockade, or by setting pressure in the isolated carotid sinuses constant after vagotomy, the degree of autoregulation, quantified by autoregulation resistance gain, Gra, is linearly related to the initial (control) value of total peripheral resistance. Thus, autoregulation resistance gain can be predicted in closed-loop conditions, i.e. without surgical or pharmacological autonomic denervation, on the basis of initial total systemic peripheral resistance and body weight (Burattini et al. 1991, 1994).
The aims of the present study were (a) to apply in the animal with intact baroreflex a two-point method for estimation of overall, effective open-loop gain, which results from the combined action of baroregulation and total systemic autoregulation on peripheral resistance; (b) to predict specific baroreflex gain by correcting the effective gain for the autoregulation gain; and (c) to discuss why the effective gain is usually as low as 12 units.
| Methods |
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This investigation conforms with the Guide for the Care and Use of Laboratory Animals published by the National Institute of Health (NIH publication no. 85-23, revised 1985), and under the regulations of the Institutional Animal Care and Use Committee (DEC). The data in the present study were obtained from experimental preparations used in previous publications, but entirely newly analysed. Details on the preparation, protocols and interventions of both the cat and the dog studies have been described earlier (Randall et al. 1981; Burattini & Borgdorff, 1984; Burattini et al. 1987a).
Cats. Eight cats under sodium pentobarbital anaesthesia were studied in open thorax condition. Aortic and venous pressures and ascending aortic flow were continuously measured. Vital functions (blood pH and PCO2, body temperature, fluid balance, etc.) were closely monitored and maintained. After completion of surgery a long-acting local anaesthetic (5% xylocaine salve) was applied to skin incisions and cut intercostal muscles. In some of the animals baroreflex regulation was affected by deepening anaesthesia using halothane (up to 1.5%). Cardiac output was varied by partial occlusion of the inferior vena cava using a thread around it. The loop of the thread was lifted with a micromanipulator to ensure a graded and stable reduction in venous return.
Dogs. Five dogs were fitted with pacing electrodes and an ascending aortic electromagnetic flow sensor, at least 1 week before the actual experiment. The dogs were studied with closed thorax under sodium pentobarbital anaesthesia. Aortic flow was varied by cardiac pacing after induction of atrioventricular block produced by injecting 0.20.4 ml formalin into the His bundle via a stiff cannula introduced through the right jugular vein (Randall et al. 1981). A catheter tip manometer (Millar Micro TIP PL350 of 8F) was introduced in the ascending aorta via a femoral artery.
Two-point experimental data
In the linear range of the static relation between mean systemic pressure and cardiac output, two data points are obtained: one in the control state and the other 13 min after a small reduction in cardiac output. About 10 beats of the pulsatile pressure and flow during the steady state were recorded and digitized at a 200 Hz sampling rate. The ensemble signals were averaged across beats to compute mean systemic arterial pressure and cardiac output (denoted as P and Q, respectively, in the equations and figures) in individual cases.
Estimation of effective and specific baroreflex open-loop gains
We have shown earlier that (a) in the absence of resistance regulation (i.e. no baroregulation and no autoregulation) P is proportionally related to Q (Fig. 1, thin continuous line); (b) when autoregulation is present, without baroregulation, a curve convex to the flow axis results (Fig. 1, dotted line); (c) when the baroreflex combines with autoregulation, the PQ relation becomes convex to the pressure axis (Fig. 1, thick continuous line); and (d) in the presence of baroregulation alone, convexity is stronger (Fig. 1, dashed line). A possible zero-flow pressure intercept may be neglected (Burattini & Borgdorff 1984; Burattini et al. 1987a, 1991, 1994).
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Q) (see Fig. 1). Briefly, to determine G0e we first determine how, for a given
Q reduction, P would change in the absence of any resistance regulation. This initial pressure change,
Pi, can be inferred from the control resistance, R0, and flow reduction (
Pi=R0
Q), as shown in Fig. 1. The effective baroreflex open-loop gain is calculated (Burattini et al. 1987a) by comparing
Pi with the pressure change in the steady-state,
P: G0e=
Pi/
P 1 (Fig. 2A).
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Pia= (R0+GraQ0)
Q (Burattini et al. 1991). The specific baroreflex open-loop gain can now be calculated as G0b=
Pia/
P 1 (Fig. 2B). Time course of pressure response to perturbation
According to our earlier reports (Burattini et al. 1987b,d), the dynamics of a pressure response to a stepwise change in cardiac output can be described by the model shown in Fig. 2C. We show in the Appendix that the time course of the pressure response to a change in cardiac output is the combined effect of the so-called transfer function of the feedback loop and the three-element windkessel, which represents the arterial load of the heart (Burattini et al. 1987b,c,d; Burattini, 2001).
| Results |
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In dogs, average G0e was 1.5 ± 0.4 (n= 5), whereas G0b averaged 2.8 ± 0.8. In dogs 14, Gra was 9.5 ± 0.8 x103 mmHg min2 kg2 ml2 and G0e/G0b was 0.46 ± 0.03. In dog 5, the control level of total peripheral resistance (Table 1) fell below the value of 0.81 mmHg kg min ml1. Because at this condition autoregulation is negligible (see Methods) effective and specific baroreflex gains are equal.
Estimates from cats and dogs indicate that total systemic autoregulation masks
55% of the baroreflex open-loop gain.
Effect of open-loop gain on the dynamics of pressure response
A stepwise reduction in cardiac output can result in an oscillatory response in mean arterial pressure depending on the magnitude of the gain. This can be derived from the dynamic model shown in Fig. 2C. To simulate the responses in the cat, mean arterial pressure was set at 140 mmHg and the cardiac output perturbation was chosen such that it caused a
Pi of 24 mmHg. Natural pulsation and damping were given the values of
n= 0.4 rad s1 and
= 0.4, respectively (Scher & Young, 1963; Levison et al. 1966; Suga & Oshima, 1971; Kenner et al. 1974; Sagawa, 1979; Burattini et al. 1987b,d; Scher et al. 1991; Liu et al. 2002). Windkessel parameters (eqn A3) were
1= 1.1 s,
2= 0.063 s, and R0= 0.54 mmHg min ml1 (Burattini et al. 1987b,d). Figure 3AC show the simulated pressure responses for G0e values of 1.4, 2.0 and 3.0, respectively. With G0e= 1.4 (Fig. 3A) the pressure response shows damped oscillations that disappear in about 1 min, whereas the pressure returns to 130 mmHg (
P=10 mmHg). When G0e= 2 the pressure response (Fig. 3B) shows a mild improvement in mean pressure compensation (
P=8 mmHg), but with augmented amplitude of oscillations and much longer settling time. When G0e= 3.0 the system begins to exhibit maintained oscillations of increasing amplitude (system instability, Fig. 3C).
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Thus, with an open-loop gain of
3, an unstable pressure response is predicted. However, the total systemic autoregulation keeps G0e as low as
1.5, so that the behaviour of the pressure control system to a step change in cardiac output is stable.
| Discussion |
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Q. Because cardiac output is under baroreflex control it will be partly restored after the perturbation and will contribute to the rise in blood pressure. Our two-point method uses steady-state values of pressure and cardiac output and avoids involvement of transients in calculations. The measurement of the new steady-state level of cardiac output includes its increase by baroregulation so that the computed value of G0e quantifies the rise of pressure induced by a net increase of peripheral resistance alone. Thus, the gain G0e characterizes the effectiveness of the negative-feedback regulation of systemic pressure via peripheral resistance in the short term. This is a result of the interaction of cardiopulmonary and baroreceptor reflex regulation and the opposing contribution of total systemic autoregulation. Estimates of this effective gain (which averaged
1.4 in the cat and
1.5 in the dog) were about 45% of the specific baroreflex open-loop gain, G0b, showing that the counteracting effect of total systemic autoregulation is considerable. Because this gain represents the vasomotor response to an arterial pressure perturbation, it is expected to decrease with deeper halothane anaesthesia (Price, 1960). This indeed was seen in our cats 6, 7 and 8 (see Results). Reduction of G0e by adding halothane to the ventilation gas was associated with a reduction in both the specific baroreflex gain, G0b, and the autoregulation gain, Gra. A reduction in autoregulation may be an effect of the lowered initial resistance, resulting from anaesthesia.
Our closed-loop method requires only two measurements of cardiac output and mean aortic pressure (two-point, closed-loop method). One measurement is taken in the reference state (set point) and the other in a steady state reached 13 min after a cardiac output perturbation obtained by cardiac pacing (dogs) or partial vena cava occlusion (cats). Estimates of G0e were practically the same as those obtained previously (Burattini & Borgdorff, 1984; Burattini et al. 1987a) by fitting the non-linear relation between mean pressure and cardiac output over a wide range. Of course, the use of repeated measurements of mean arterial pressure and cardiac output would give a far more accurate estimation of gains, but a two-point method is more practical with little loss of accuracy. In principle, the arteriovenous pressure difference should be computed and used to estimate open-loop gains, but using arterial pressure alone causes only small errors (Burattini & Borgdorff, 1984; Burattini et al. 1987a, 1991; Borgdorff et al. 1990). A further point of criticism may be related to the effects on gain estimates caused by the possible presence of a significant zero-flow intercept, Pzf, of mean systemic arterial pressure. We have investigated these effects previously and found that the estimates of baroregulation and autoregulation gains obtained from linearization of PQ curves about the set-point, with Pzf intercept taken into account, did not deviate significantly from those obtained when this intercept was neglected (Burattini & Borgdorff, 1984; Burattini et al. 1987a, HREF="#B7"> 1991, 1994). Neglecting Pzf has the advantage that peripheral resistance can simply be defined as the ratio of mean aortic pressure to cardiac output. This may pave the way to future testing of our two-point method in humans so that it might become a practical tool for estimating baroreflex effectiveness.
The question arises as to why the evolution of cardiovascular baroreceptor control has yielded such a low gain of the short-term pressure compensation system. An answer to this question is found in Fig. 3, which illustrates the effect of increasing baroreflex gain on the dynamic characteristics of pressure regulation. When the natural frequency (
n) and the damping factor (
) of this regulatory system are assumed to be 0.4 rad s1 and 0.4, respectively, an increase in gain from 1.4 to 2 and 3.0 will lead to oscillations of increasing amplitude and, eventually, to instability (Fig. 3). If the effectiveness of baroreflex gain is not reduced (
55%) by total systemic autoregulation the behaviour of the cardiovascular system in response to a cardiac output perturbation could become unstable. A different way to interpret the interaction between autoregulation and baroregulation is that, to have an effect, the specific open-loop baroreflex gain needs to be sufficiently large to overcome the opposing autoregulatory change in peripheral resistance. However, it should be not so large as to induce instability.
With a simulation approach the effect of gain on stability of the regulatory system was also shown by Kawada et al. (2003) for linear and non-linear versions of their simulator with the system becoming unstable when G0 increased above 2, thus providing a similar critical value to that shown in Fig. 3.
The dynamic performance of the baroreceptor reflex in dogs, cats and rabbits has been investigated in several studies (Scher & Young, 1963; Levison et al. 1966; Suga & Oshima, 1971; Kenner et al. 1974; Sagawa, 1979; Scher et al. 1991; Liu et al. 2002; Kawada et al. 2003). Almost all investigations were performed on the carotid sinus reflex system. A transfer function with two dominant poles (second-order transfer function) multiplied by a pure delay term, ej
T, where T is the time delay, was found. In this representation, T plays a key role, together with open-loop gain, in explaining oscillations observed in the pressure response in closed-loop conditions. The effect of non-linearity (sigmoidal relation in the static pressure-to-pressure characteristics of the regulatory system) has also been analysed (Kawada et al. 2003). We neglect this aspect here because we assume that, in the physiological range, with rather small perturbations, the relation may be approximated to be linear (Fig. 1).
In this limited pressure range we demonstrated (Burattini et al. 1987b,d) that a suitable description of the dynamics of baroreflex regulation of mean arterial pressure via peripheral resistance, in closed-loop conditions, is obtained by a model (Fig. 2C) that incorporates a third-order transfer function, H(s), described by eqn (A3). In this equation the term 1/(1 +
1s), represents a first-order delay and the parameter
1 is the time constant with which aortic pressure decreases in diastole (Burattini et al. 1987b,c,d; Burattini, 2001). Thus, the dynamics of blood pressure regulation also depends on the arterial system in terms of total arterial compliance and systemic vascular resistance as determinants of the aortic decay time in diastole,
1.
When the pressure response to a step perturbation is simulated, a theoretical requirement is that, after the input variable has been changed, the new level has to remain constant over the period of observation of the response. Our simulation by the dynamic model of Fig. 2C assumes a stepwise change in cardiac output and in Fig. 3 shows the transient pressure response caused by the properties of the resistance regulator and the windkessel-based representation of the arterial system. Because the new level of cardiac output has to remain constant, its regulation by the baroreflex is prevented and the oscillatory response is a result of resistance regulation. In an experimental setting cardiac output is expected to be partly restored by baroreflex. However, when venous return is limited by a partial occlusion of the inferior vena cava or by artificial pacing of the heart, cardiac output regulation is limited as well and regulation is largely controlled by resistance changes.
With
n= 0.4 rad s1 and
= 0.4, the baroreflex response to a stepwise perturbation, under open-loop conditions, described by the transfer function H(s), would be oscillatory with a damped natural frequency [
d=
n
(1
2)] of 0.06 Hz, i.e. with a period of
17 s. This period is consistent with the period (1530 s) of resistance oscillations in muscular vessels during maintained vasomotor stimulation as described by Koepchen et al. (1963), and with the period of oscillations observed by Penáz et al. (1968) in the vasomotor and autoregulatory response of resistance vessels of the splanchnic and femoral bed in rabbits and cats.
Figure 3 demonstrates that also under closed-loop conditions the response is oscillatory, but that the frequency of the oscillations increases to about 0.1 Hz. This frequency varied from 0.09 Hz, with an effective gain of 1.4 (Fig. 3A), to 0.11 Hz, with an effective gain of 3 (Fig. 3C). Our finding is consistent with the low-frequency rhythm of 0.100.12 Hz reported by Pagani et al. (1986) for blood pressure variability of conscious dogs, and with a similar rhythm observed by Cevese et al. (1995) in the chloralose-anaesthetized dog. Scher & Young (1963) did not find significant differences in the dynamics of the baroreflex regulation between dogs and cats. Cevese et al. (1995) concluded that, in the chloralose-anaesthetized dog, arterial pressure and heart rate oscillate with frequencies corresponding to those described in conscious humans, and low-frequency arterial pressure oscillations are due to changes in peripheral vascular resistance. The nature of these so-called Mayer vasomotor waves has long been a matter of debate (Koepchen, 1984; Wesseling & Settels, 1985; Malliani et al. 1991; Karemaker, 1997; Malpas, 2002; Seydnejad & Kitney, 2001; Ursino & Magosso, 2003).
Based on the approach suggested by Wesseling & Settels (1985), several complex models have been proposed to explain the origin of these low-frequency oscillations. The instability in blood pressure regulation has been related to time delays, non-linearities and an open-loop gain effect. It appears that the gain effect is greater than the other two factors (Wesseling & Settels, 1985; Abbiw-Jackson & Langford, 1998; Seydnejad & Kitney, 2001; Kawada et al. 2003; Ursino & Magosso, 2003). Autoregulation was disregarded in these models, but our model shows that autoregulation plays a significant role. It is the combination of the arterial decay time and the effective gain that determines the amplitude and frequency of the oscillations. We suggest that the following mechanism plays a role in the origin of Mayer waves. In a poor cardiovascular state, when peripheral resistance is low, the autoregulatory gain is small. Baroregulation is hardly counteracted by autoregulation and the gain of the effective regulation is high, leading to the oscillations.
| Appendix |
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The dynamics of a pressure response to a stepwise change in cardiac output is described by the model shown schematically in Fig. 2C (Burattini et al. 1987b,d) where s is the Laplace's operator, T(s) is the transfer function between cardiac output perturbation,
Q(s), and mean pressure change,
Pi(s), which would be observed in the absence of resistance regulation (R0 is constant). Assuming a three-element windkessel (Burattini et al. 1987b,d) as left ventricular load, the transfer function T(s) assumes the following generalized expression (Burattini, 2001):
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P(s), is:
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| (a3) |
1, characterizing the decrease of aortic pressure in diastole, the natural frequency,
n, and the damping factor,
, of the resistance regulator (Burattini et al. 1987b, d).
The time course of non-regulated,
pi(t), and regulated,
p(t), pressure responses is obtained from the inverse transform of
Pi(s) and
P(s), respectively.
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| Acknowledgement |
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