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Am J Physiol Heart Circ Physiol 277: H2409-H2415, 1999;
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Vol. 277, Issue 6, H2409-H2415, December 1999

SPECIAL COMMUNICATION
Novel method to estimate ventricular contractility using intraventricular pulse wave velocity

Toshiaki Shishido, Masaru Sugimachi, Osamu Kawaguchi, Hiroshi Miyano, Toru Kawada, Wataru Matsuura, Yasuhiro Ikeda, and Kenji Sunagawa

Department of Cardiovascular Dynamics, National Cardiovascular Center Research Institute, Suita, Osaka 565-8565, Japan


    ABSTRACT
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

We developed a novel technique for estimating ventricular contractility using intraventricular pulse wave velocity (PWV). In eight isolated, cross-circulated canine hearts, we used a fast servo pump to inject a volume pulse into the base of the left ventricular chamber at late diastole and at late systole. We measured the transit time of the volume pulse wave as it traversed the distance from base to apex and calculated the intraventricular PWV. The intraventricular PWV increased from diastole (2.3 ± 0.4 m/s) to systole (11.7 ± 2.4 m/s, P < 0.0001 vs. diastole). The square of the intraventricular PWV at late systole correlated linearly with the left ventricular end-systolic elastance (r = 0.939, P < 0.0001) and with the end-systolic Young's modulus (r = 0.901, P < 0.0001). Moreover, the intraventricular PWV was insensitive to preload. We conclude that the intraventricular PWV at late systole reflects left ventricular end-systolic elastance reasonably well. The fact that estimation of PWV does not require volume measurement or load manipulation makes this technique an attractive means of assessing ventricular contractility.

cardiac mechanics; ventricular elastance; hemodynamics; muscle properties; stress-strain relationship


    INTRODUCTION
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

THE SLOPE (end-systolic elastance, Ees) of the end-systolic pressure-volume relationship of the left ventricle (LV) has been known to be a load-insensitive index of ventricular contractility (16, 17). Despite the benefit of Ees, its use has been somewhat hampered by the fact that volume measurement is a technically difficult task, particularly in clinical settings. Although left ventriculography (6), echocardiography (20), radionuclide angiocardiography (9), and the conductance catheter technique (2) have been used for volumetry in humans, evaluation of the accuracy of such techniques itself is difficult because of the lack of any gold standard.

Pulse wave velocity (PWV) has been used as a quantitative measure to indicate the degree of arterial sclerosis (1, 3), namely, arterial stiffness. Theoretically, it has been demonstrated that the square of PWV propagated in arteries is proportional to the arterial wall stiffness expressed in terms of Young's modulus (10). Experimentally, PWV has been found to correlate with the degree of arterial sclerosis. By analogy, we hypothesized that PWV traveling within the LV chamber similarly should reflect ventricular wall stiffness and thus be time varying. To test this hypothesis, we examined the correlation between intraventricular PWV and ventricular elastance in isolated, blood-perfused canine hearts. The results indicate that PWV is closely correlated with ventricular elastance and that this technique enables us to develop a novel method to measure Ees without volume measurement.


    METHODS
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

Surgical preparation. The study was performed in eight excised, blood-perfused, cross-circulated canine ventricles as previously described in detail (13, 18). Briefly, in each experiment two mongrel dogs [body wt 14.8 ± 3.4 (SD) kg] were anesthetized with pentobarbital sodium (30 mg/kg iv) after premedication with ketamine hydrochloride (5 mg/kg im). Both dogs were heparinized (1,000 U/kg). The heart isolated from the "donor" dog was metabolically supported by arterial blood from the second, "support" dog. A thin water-filled latex balloon, connected to a computer-controlled ventricular volume servo-pump system, was placed in the LV. LV pressure at base and apex was measured using a catheter with two micromanometers (SPC-751, Millar Instruments, Houston, TX) placed inside the latex balloon. The distance between the two sensors was fixed at 3 cm. We considered the catheter placement to be appropriate when the catheter was straight and the two sensors were between the mitral adapter and the apex. LV volume was measured with a linear variable-differential transformer. The systemic arterial pressure of the support dog served as the coronary perfusion pressure for the excised heart. The mean level of the systemic arterial pressure of the support dog was reasonably stable and was >80 mmHg throughout each experiment. The support dog was ventilated with room air. Arterial blood was repeatedly sampled for measurements of pH, PO2, and PCO2. Supplemental oxygen and intravenous sodium bicarbonate were given as necessary to maintain these parameters within their physiological ranges throughout each experiment. The temperature of the heart was monitored and maintained at 37°C by means of a heater that warmed the coronary artery tubing.

Injection of volume pulse into LV. We injected a narrow volume pulse into the LV by use of a linear pump (Electrodynamic transducer ET-126, Labworks). We used a short (10 cm), rigid stainless steel pipe (ID 2 mm) so as to minimize both the attenuation and deformation of the pulse (Fig. 1). The flow within the pipe induced by the pulse was monitored using an in-line type electromagnetic flow probe placed at the end of the pipe and connected to a flowmeter (MFV-2100, Nihon Koden, Tokyo, Japan). The infusion volume for the pulse was 1.2 ± 0.2 ml, with a duration of <14 ± 2 ms.


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Fig. 1.   A: schematic drawing of experimental preparation. An isolated heart was perfused by arterial blood from a support dog. Narrow volume pulse into ventricle was infused by use of a pulse generator. Distance between the 2 pressure sensors inside ventricle was 3 cm.

We examined the relationship between PWV and ventricular elastance in isovolumic beats. Using isovolumic beats enabled us to exclude the effect of changes in ventricular geometry on PWV, thus allowing identification of the pure effects of changes in contractility on PWV. To clamp LV volume at the various levels required, we used another volume servo pump (VG-80CA, Vibration Test Systems). The heart was paced via the left atrium at the rate of 143 ± 7 beats/min. When the isolated heart beat steadily without arrhythmias, we injected a narrow volume pulse into the ventricle either at late systole (end systole ± 5 ms) or at late diastole (end diastole ± 5 ms) in different beats. We estimated intraventricular PWV from the transit time of this pulse.

Experimental protocol. In each condition, we measured PWV by volume pulse injection and determined LV elastance by slowly changing ventricular volume (in 1-2 min) until the peak isovolumic pressure became subatmospheric. After recording data under control conditions, we increased LV end-diastolic volume from 17.5 ± 5.6 to 23.3 ± 6.3 ml and repeated the measurements. We then decreased LV volume to the same level as that under control conditions and enhanced contractility by dobutamine infusion at the rate of 2-5 µg/min into the coronary perfusion tubing. The measurements were repeated, and the drug was withheld. After contractility returned to baseline, we depressed contractility by administration of propranolol at an initial bolus dose of 0.3 mg followed by a 15 µg/min continuous infusion and then recorded data. After each protocol, and before proceeding to the next protocol, we always confirmed that after withdrawal of drugs contractility recovered to the initial control level.

Data analysis. All data were recorded on a multichannel thermal array recorder (Omnicorder 8M24, NEC San-Ei, Tokyo, Japan) and stored on a hard disk after analog-to-digital conversion [AD12-16D(98)H, Contec, Osaka, Japan] at 0.1-ms intervals with a personal computer system (PC-9821Ap, NEC, Tokyo, Japan).

In this paper, we used the term "contractility" solely as the systolic stiffness of the heart, and we did not include the deleterious effect of diastolic dysfunction in this term. This definition is based on the concept of the time-varying pressure-to-volume ratio described by Suga and Sagawa (16) and Suga et al. (17).

Pressure-volume relationships were constructed from LV pressure and volume data during whole cardiac cycles under each condition. Under each condition, we varied the volume load from the volume at which PWV was measured to the volume corresponding to a peak isovolumic pressure of ~0. Given that the LV end-systolic pressure volume relation (ESPVR) is practically linear (12, 16), Ees could be calculated from the linear regression of ESPVR as
P<SUB>es</SUB> = <IT>E</IT><SUB>es</SUB> ⋅ (V − V<SUB>0</SUB>) (1)
where Pes is LV end-systolic pressure, V is LV isovolumic volume and V0 is volume-axis intercept of ESPVR. In addition, we approximated the LV end-diastolic pressure volume relation (EDPVR) according to the relation
P<SUB>ed</SUB> = <IT>F</IT> ⋅ (V − V<SUB>u</SUB>)<SUP>3</SUP>
where Ped is LV end-diastolic pressure, Vu is volume-axis intercept of EDPVR, and F is a coefficient that characterizes the nonlinear diastolic properties (15). LV end-diastolic elastance (Eed) was defined as the slope of the tangent of the nonlinear EDPVR at the volume where PWV was measured.

Intraventricular PWV was obtained as follows. For signals obtained at each pressure sensor (at the base and apex), we subtracted unperturbed LV pressure signals from their respective counterparts associated with volume pulses to obtain the pure effects of the volume pulses. We used the foot-to-foot time interval as a measure of transit time because the foot of the pulse wave would seem to be least affected by wave reflections. Although there are several automated ways to determine the foot of the pressure rise, we selected manual determination instead because the number of determinations was limited. Manual determination is superior when the pulse waveform is not uniform. We actually did not determine the time of the foot itself but only determined the pulse transit time. To this end, using a custom-made software, we first resampled the two pressure pulse responses every 0.01 ms (by linear interpolation) and then superimposed these waves on the computer display. One of the waves was shifted until the two waveforms at pressure rise matched completely. This is basically the same method employed by McDonald (10). We defined the pulse transit time as the time shift needed to match these waveforms. Finally, PWV was calculated by dividing the distance between sensors by the transit time thus obtained. The pulse wave velocity (PWV) and the square of pulse wave velocity (PWV2) were calculated, because elastance is theoretically correlated with PWV2.

We also performed a stress-strain analysis using a thick-walled spherical ventricular model (see APPENDIX). Because the end-systolic stress-strain relationship is nonlinear, we calculated the end-systolic incremental elastic modulus, i.e., incremental Young's modulus (Yinc, the tangential slope) around the strain used for measuring PWV. Yinc was determined from the expression
d&sfgr; = <IT>Y</IT><SUB>inc</SUB> ⋅ d&egr; (2)
where dsigma is the change in stress induced by a small change in strain (depsilon ) around the operating strain value corresponding to the ventricular volume at which PWV was measured. To obtain Yinc, the end-systolic stress-strain relationship was fit to a linear function at the operating strain ± 0.01. When depsilon was within ±0.01, the linear approximation was found to be reasonable.

Statistics. Data are presented as means ± SD. Correlation analysis was performed using a standard least-squares method, and goodness of fit was expressed as Pearson's r-value. Comparisons of PWV, PWV2, and Ees between small and large ventricular volumes were done by paired t-tests (5). A value of P < 0.05 was considered statistically significant.


    RESULTS
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

Ventricular pressure response to volume pulse at late systole and late diastole. Isovolumic LV pressure, with the pressure response to a volume pulse at late systole from pressure sensors at base and apex, taken from a typical experiment, are shown in Fig. 2A. The pure pressure responses to volume pulses at late systole were obtained by subtracting relevant unperturbed from perturbed pressures at each sensor and are shown in Fig. 2B. The transit time in this case was 3.4 ms over the 3-cm distance, resulting in a PWV at late systole of 8.8 m/s. The pure pressure responses to volume pulse at late diastole in the same case are shown in Fig. 2C. Transit time was 16.5 ms and PWV was 1.82 m/s at late diastole. Data from all dogs are summarized in Fig. 3. Even in pooled data, there was a characteristic increase in PWV from diastole (2.3 ± 0.4 m/s) to systole (11.7 ± 2.4 m/s, P < 0.0001 vs. diastole) in accordance with the changes in elastance (0.8 ± 0.5 mmHg/ml at end diastole and 6.7 ± 3.7 mmHg/ml at end systole).


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Fig. 2.   Example of simultaneously sampled and analyzed data. Isovolumic pressure with pressure response to a volume pulse at late systole from pressure sensors at apex and base of left ventricle are shown in A. Pure pressure responses to volume pulses were obtained by subtracting unperturbed from perturbed pressures at late systole (B) and at late diastole (C). In this case, transit time at late systole was 3.40 ms over the 3-cm distance. As a result, pulse wave velocity (PWV) was 8.8 m/s. At late diastole, transit time was 16.52 ms and PWV was 1.8 m/s. Dotted lines indicate zero pressure.



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Fig. 3.   Summary of changes in ventricular elastance (A) and PWV (B) at end diastole/late diastole (left) and at end systole/late systole (right) from all animals during control conditions. Open symbols connected by line indicate data from each animal, and closed symbols with error bars indicate means ± SD of all animals.

Influence of changes in LV contractility on PWV. The relationship between Ees and PWV at late systole (PWVs) as well as that between Ees and the square of PWVs (PWV2s) at late systole under various contractilities in each dog are shown in Table 1. The range of correlation coefficients was 0.786-0.995 for Ees and PWVs and 0.824-0.990 for Ees and PWV2s. Both of these correlations were reasonably linear and tight in each dog. Pooled data under various contractile states were also used to construct a linear regression (Fig. 4, A and B). Although there was intersubject variability of the slopes and intercepts of the regression lines, both regressions were also reasonably linear, as shown in Fig. 4, A and B. The point corresponding to the mean value of Eed and PWV at late diastole under control conditions is also plotted in Fig. 4, A and B. The mean late diastolic point fitted better to the regression line between Ees and PWV2s than to that between Ees and PWVs. This is consistent with theoretical considerations [Moens-Korteweg's equation (see Ref. 10)].

                              
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Table 1.   Summary of relation between Ees and PWVs and between Ees and PWV2s



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Fig. 4.   A and B: relationship between end-systolic elastance (Ees) and both PWV at late systole (PWVs, open circle  in A) and PWV2s (open circle  in B) for all animals for all contractile conditions. Mean ± SD values of end-diastolic elastance and PWV at late diastole under control conditions are also plotted (, SD smaller than marker size). Mean late diastolic point fitted better to regression line between Ees and PWV2s than to that between Ees and PWVs. C: relationship between PWV2s and end-systolic incremental elastic modulus (Yinc) for all animals for all contractile states. Dashed curves indicate 95% confidence limits of regression, and error bars indicate SD.

Relationship between PWV at late systole and end-systolic Yinc. Illustrated in Fig. 4C is the relationship between PWV2s and end-systolic Yinc, derived from the end-systolic pressure-volume relation using a spherical ventricular model (see APPENDIX). As shown in Fig. 4C, PWV2s also correlated well with Yinc (r = 0.901, P < 0.0001).

Influence of volume loading on PWV at late systole. When LV volume was increased from 17.5 ± 5.6 to 23.3 ± 6.3 ml at the control contractility state, neither Ees [6.7 ± 3.7 and 6.7 ± 3.3 mmHg/ml, respectively; not significant (NS)] nor PWVs (11.7 ± 2.4 and 11.7 ± 2.5 m/s, respectively; NS) changed. Figure 5 displays scatterplots of PWV2s at control and increased volume loading. This relation was highly linear (r = 0.942, P < 0.0005), and the regression line was not significantly different from the line of identity.


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Fig. 5.   Influence of volume loading conditions on PWV2s under control contractility for all animals. PWV2s was unchanged in response to volume loading. Dashed curves indicate 95% confidence limits of regression, and dotted line indicates line of identity.


    DISCUSSION
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

Implication of results. To our knowledge, this is the first study to demonstrate that intraventricular PWV increases from diastole to systole in accordance with the increase in stiffness of the ventricular wall. This is analogous to the results of animal studies in which stiffening of the aorta accelerated PWV (4) and is consistent with the results predicted from transmission line theory (10). Because of the time-varying nature of the LV, intraventricular PWV changes periodically even within a cardiac cycle.

Besides the changes in stiffness within cardiac cycles, we have demonstrated that intraventricular PWVs reflected the changes in end-systolic elastance (stiffness) that was induced by inotropic agents. Although both the relationship between Ees and PWVs and that between Ees and PWV2s were apparently linear, transmission line theory predicts that Ees would be proportional to PWV2s rather than to PWVs itself [Moens-Korteweg's equation (see Ref. 10)]. This was also supported by experimental results. First, the relationship between Ees and PWVs had a large intercept (finite PWVs for zero stiffness), which seems unrealistic. Second, data obtained from end diastole fit much better to the regression line obtained by Ees and PWV2s. Considering that both systolic and diastolic PWV were governed by the common relationship, the linear relationship between Ees and PWVs seems simply an apparent linear fit obtained within the limited range to a potentially nonlinear relationship.

We also demonstrated that the intraventricular PWVs was relatively insensitive to changes in preload. Increasing LV volume by ~30% did not alter PWVs. In contrast, PWVs was highly sensitive to the changes in contractility induced by infusion of positive and negative inotropic agents. Therefore, PWVs behaves in a manner at least similar to Ees in terms of its sensitivity to contractility and insensitivity to preload.

Advantages of method. Ees has been known to be a load-insensitive index of contractility. Two major difficulties associated with the measurement of Ees have been the precise volumetry of the in situ heart and the requirement for load manipulation. The fact that the measurement of intraventricular PWV needed neither volumetry nor load manipulation represents a great advantage of this method.

Although the recent development of the conductance catheter technique (2) added to our armamentarium another method for measuring ventricular volume, it has not been demonstrated to be better than other methods, especially in the markedly dilated heart. The lack of a true gold standard for volumetry of the in situ heart has made evaluation of volumetry methods rather complicated. Even for the single-beat estimation technique for Ees (19), measurement of LV volume is still required. Load manipulation itself might modify contractility through several mechanisms. Slinker and Glantz (14) demonstrated that the behavior of the LV during transient volume changes, e.g., by caval occlusion frequently used clinically and experimentally, may differ from its behavior in steady-state conditions. Nakano et al. (11) proposed a method to estimate myocardial contractility (material property) based on the wall stress-logarithm of reciprocal of wall thickness relationship. However, load manipulation is still necessary. The present method does not require load manipulation and is applicable on a single-beat basis. Although we might need correction of PWV according to Moens-Korteweg's equation based on ventricular geometry for ejecting beat, measurement of ventricular dimension and wall thickness (e.g., by echocardiography) is easier than volumetry itself.

Estimation of material properties and correlation with Yinc obtained by stress-strain relationship. Theoretically, judging from Moens-Korteweg's equation, intraventricular PWV reflects myocardial elastance (material property) rather than chamber elastance. The similar close relationships between PWV2s and Ees as well as between PWV2s and Yinc seem to have resulted from the fact that differences in geometry among isolated hearts in this study were small. These small differences in geometry made it difficult for us to judge whether PWV2s reflects mainly chamber elastance or myocardial elastance only from this study. Although the slope of the relationship between PWV2s and Ees seems different among animals, as shown in Table 1, the large confidence interval of the estimated slope made the slope difference inconclusive. The question of whether under large changes in ventricular geometry intraventricular PWV (with and without the correction by ventricular volume and wall thickness) represents Ees or Yinc can only be answered by further studies.

Limitations. There are some limitations in this study. First, dynamic changes in ventricular geometry occurring in the naturally ejecting heart (such as systolic wall thickening and systolic shortening of LV dimensions) are likely to modify the relationship between PWV and elastance according to Moens-Korteweg's equation. In this study, we selected the isovolumic contraction mode to simplify the heart model. Further investigation is necessary to examine whether this method can be used to estimate elastance in ejecting hearts. Also, in the ejecting heart, intraventricular PWV might be affected by inflow and outflow velocities. The peak flow velocity is ~0.6-1.3 m/s in healthy human adults (7). This would affect diastolic PWV to a considerable extent but would affect late systolic PWV by only ~10%.

The second limitation has to do with the fact that myocardial properties are time varying. Because a finite time is needed to measure transit time, PWV might not be constant during measurements when myocardial elastance increases or decreases sharply. Indeed, low reproducibility prevented the precise determination of PWV at early systole and early diastole, even in the isovolumic contraction mode. Precise determination of the timing of end systole and end diastole and precise delivery of pulse in an intact heart are necessary for clinical application. The development of a specialized servo-controlled device that operates in synchrony with cardiac cycle might overcome this problem.

It is known that quick changes in LV volume deactivate the ventricle. For example, Hunter et al. (8) reported that "steplike" changes in ventricular volume reduced ventricular pressure. In this study, the effect of volume pulse disappeared quickly in ~50 ms and pressure was not different between perturbed and unperturbed beats thereafter. We conjectured that the deactivation effect was small. This was probably because we infused a smaller volume (1.2 ± 0.2 ml) than Hunter et al. (2-3 ml).

Finally, we adopted a foot-to-foot basis as our measurement of choice for PWV because the incident wave seems the fastest in the presence of multiple reflections. During diastole, however, it might be difficult to determine the foot of the pressure response to volume pulse. Other investigators reported that the ratio of pressure change to small volume change was small at the late diastolic phase because of low myocardial elastance (8, 21). It seems that the amplitude of the incident wave relative to that of the reflected waves became smaller during diastole, making recognition of the foot more difficult.

In summary, we developed a novel technique for the estimation of ventricular contractility using intraventricular PWV. The square of intraventricular PWV at late systole showed a tight linear correlation with LV Ees under various contractile states. Intraventricular PWV was also insensitive to preload. The fact that the estimation of PWV does not require volume measurements or load manipulations makes this technique attractive for the assessment of ventricular contractility.


    APPENDIX
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

Model. We used a thick-walled spherical model for the LV, where geometric parameters may be estimated using the formulas Vc = (4pi /3)r3i and Vc + Vw = (4pi /3)r3o, where Vc and Vw are cavity and wall volumes (wall mass/1.05), respectively, and ri and ro are the inner and outer radii, respectively.

Strain. Instantaneous natural strain (epsilon ) for the midwall layer was determined from instantaneous LV chamber volume and wall mass as
&egr; = ln <FR><NU><IT>r</IT><SUB>m</SUB></NU><DE><IT>r</IT><SUB>m,ref</SUB></DE></FR> (A1)
where rm = (ri + ro)/2 is the midwall radius. The subscript ref means reference, and rm,ref is the midwall radius at reference volume. The operator ln denotes natural logarithm. We chose the end-systolic unstressed volume (V0) as the reference state. Accordingly, Eq. A1 is also expressed as follows
&egr; = <FR><NU>1</NU><DE>3</DE></FR> (ln V<SUB>m</SUB> − ln V<SUB>m,0</SUB>) (A2)
where Vm and Vm,0 are volumes (cavity and inner half wall) within the midwall for the actual and reference states.

Stress. We used the balanced-force equation for a thick-walled spherical model for calculation of stress as previously described (13, 22). Briefly, we calculated instantaneous circumferential stress (sigma ) as
&sfgr; = 1.332 × 10<SUP>3</SUP> × P × &pgr;<IT>r</IT><SUP>2</SUP><SUB>i</SUB>/<IT>A</IT> (A3)
where P is LV pressure, A is cross-sectional area of the ventricular wall in the equatorial plane, and 1.332 × 103 dyn · cm-2 · mmHg-1 is the constant for unit conversion. We defined A as follows
<IT>A</IT> = &pgr;(<IT>r</IT><SUP>2</SUP><SUB>o</SUB> − <IT>r</IT><SUP>2</SUP><SUB>i</SUB>) (A4)


    ACKNOWLEDGEMENTS

This study was supported by a grant from the Science and Technology Agency, Encourage System of the Center of Excellence, by the Health Sciences Research Grant on Advanced Medical Technology (FY1997), and by a part of the Ground Research Announcement for Space Utilization promoted by NASDA (National Space Development Agency of Japan) and Japan Space Forum.


    FOOTNOTES

The costs of publication of this article were defrayed in part by the payment of page charges. The article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. §1734 solely to indicate this fact.

Address for reprint requests and other correspondence: T. Shishido, Dept. of Cardiovascular Dynamics, National Cardiovascular Center Research Inst., 5-7-1 Fujishirodai, Suita, Osaka 565-8565, Japan.

Received 4 December 1998; accepted in final form 9 July 1999.


    REFERENCES
TOP
ABSTRACT
INTRODUCTION
METHODS
RESULTS
DISCUSSION
REFERENCES
APPENDIX

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7.   Hatle, L., and B. Angelsen. Doppler Ultrasound in Cardiology. Philadelphia: Lea and Febiger, 1985.

8.   Hunter, W. C., J. S. Janicki, K. T. Weber, and A. Noordergraaf. Flow-pulse response: a new method for the characterization of ventricular mechanics. Am. J. Physiol. 237 (Heart Circ. Physiol. 6): H282-H292, 1979.

9.   Magorien, D. J., P. Shaffer, C. A. Bush, R. D. Magorien, A. J. Kolibash, C. V. Leier, and T. M. Bashore. Assessment of left ventricular pressure-volume relations using gated radionuclide angiography, echocardiography, and micromanometer pressure recordings. A new method for serial measurements of systolic and diastolic function in man. Circulation 67: 844-853, 1983[Abstract/Free Full Text].

10.   McDonald, D. A. The elastic properties of the arterial wall. In: Blood Flow in Arteries (2nd ed.), edited by D. A. McDonald. London, UK: Edward Arnold, 1974, p. 238-282.

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Am J Physiol Heart Circ Physiol 277(6):H2409-H2415
0002-9513/99 $5.00 Copyright © 1999 the American Physiological Society



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