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Dynamic arterial elastance to predict arterial pressure response to volume loading in preload-dependent patients



Hemodynamic resuscitation should be aimed at achieving not only adequate cardiac output but also sufficient mean arterial pressure (MAP) to guarantee adequate tissue perfusion pressure. Since the arterial pressure response to volume expansion (VE) depends on arterial tone, knowing whether a patient is preload-dependent provides only a partial solution to the problem. The objective of this study was to assess the ability of a functional evaluation of arterial tone by dynamic arterial elastance (Eadyn), defined as the pulse pressure variation (PPV) to stroke volume variation (SVV) ratio, to predict the hemodynamic response in MAP to fluid administration in hypotensive, preload-dependent patients with acute circulatory failure.


We performed a prospective clinical study in an adult medical/surgical intensive care unit in a tertiary care teaching hospital, including 25 patients with controlled mechanical ventilation who were monitored with the Vigileo® monitor, for whom the decision to give fluids was made because of the presence of acute circulatory failure, including arterial hypotension (MAP ≤65 mmHg or systolic arterial pressure <90 mmHg) and preserved preload responsiveness condition, defined as a SVV value ≥10%.


Before fluid infusion, Eadyn was significantly different between MAP responders (MAP increase ≥15% after VE) and MAP nonresponders. VE-induced increases in MAP were strongly correlated with baseline Eadyn (r2 = 0.83; P < 0.0001). The only predictor of MAP increase was Eadyn (area under the curve, 0.986 ± 0.02; 95% confidence interval (CI), 0.84-1). A baseline Eadyn value >0.89 predicted a MAP increase after fluid administration with a sensitivity of 93.75% (95% CI, 69.8%-99.8%) and a specificity of 100% (95% CI, 66.4%-100%).


Functional assessment of arterial tone by Eadyn, measured as the PVV to SVV ratio, predicted arterial pressure response after volume loading in hypotensive, preload-dependent patients under controlled mechanical ventilation.


Arterial hypotension is always a clinical emergency. A sustained decline in arterial pressure, whatever the mechanism that produced it, leads to a decrease in tissue perfusion pressure, organ dysfunction and finally death. Although fluid administration remains the first-choice therapy, the assumption that increasing stroke volume (SV) arterial pressure will also rise is not always true, since the pressure-volume relationship is not easily predictable and depends on the arterial tone. Thus, for the same increase in SV, the increase in arterial pressure will be greater if the arterial tone is higher [1].

Although systemic vascular resistance (SVR) remains the most common parameter used by clinicians to describe arterial tone, its value only represents the opposition to a mean and constant flow, as it exists mainly at the level of arterioles, where the compensatory mechanisms that control vasomotor tone regulate perfusion pressure within the physiological range [2, 3]. However, because of the oscillatory nature of arterial pressure and blood flow, this approximation provides not a full characterization of the whole arterial impedance but just a gross oversimplification, ignoring other components such as arterial compliance, characteristic impedance or arterial wave propagation-reflection phenomena [2, 3].

On the basis of the Windkessel model, the arterial pressure could be described as the result of the interaction between left ventricular SV and the arterial system [46]. So, the ability of an arterial vessel to increase pressure with increases in flow is related to arterial stiffness and is a function of the slope of the arterial volume-pressure relationship or arterial elastance (Ea), which could be defined as the ratio of changes in pressure to changes in volume. Arterial elastance therefore could be considered an integrative parameter of overall arterial system behavior [3, 7].

Recently, Pinsky has advocated the assessment of arterial tone in a dynamic fashion by using cyclic changes in pulse pressure and SV during mechanical ventilation [1, 8]. He proposed that measuring the ratio of pulse pressure variation (PPV) to stroke volume variation (SVV) during a single positive-pressure breath could provide a functional evaluation of arterial tone. He argues that the functional assessment by dynamic arterial elastance would allow a continuous and immediate estimation of arterial tone at the bedside and could help to predict which patients will show increased arterial pressure with fluid administration [1, 8].

Since the aim of the cardiovascular system is to maintain not only blood flow but also adequate perfusion pressure [9], even if a patient is preload-responsive, knowledge of arterial tone is also an important factor in deciding on the appropriate treatment. The purpose of the present study, therefore, was to assess whether dynamic arterial elastance (Eadyn), defined as the PPV to SVV ratio, could predict the arterial pressure response after volume loading in hypotensive, preload-dependent patients.

Materials and methods

This study was performed in the 17-bed multidisciplinary Intensive Care Unit of the Hospital de SAS Jerez de la Frontera. The protocol was approved by the Institutional Ethics Committee of the Jerez Hospital of the Andalusian Health Service, and the study was endorsed by the Scientific Committee of the Spanish Society of Intensive Care, Critical and Coronary Units (SEMICYUC). Written informed consent was obtained from each patient's next of kin.


The inclusion criteria were patients on controlled mechanical ventilation equipped with an indwelling radial artery catheter connected to the FloTrac/Vigileo hemodynamic monitoring system and for whom the decision to give fluids was made because of the presence of one or more clinical signs of acute circulatory failure, including arterial hypotension (mean arterial pressure (MAP) ≤65 mmHg, systolic arterial pressure (SAP) <90 mmHg or a decrease of 40 mmHg from baseline [10]) and preserved preload dependence condition, defined as the presence of a stable value of SVV ≥10% [11]. Contraindications for the volume administration were based on the evidence of fluid overload and/or of hydrostatic pulmonary edema. Patients with unstable cardiac rhythm were excluded.

Arterial pulse pressure variation calculation

The arterial pressure waveform was recorded online on a laptop computer at a sampling rate of 300 Hz using proprietary data acquisition software (S/5 Collect software, version 4.0; Datex-Ohmeda, Helsinki, Finland) and converted to ASCII files for post hoc offline analysis (QtiPlot software, version; ProIndep Serv, Craiova, Romania).Arterial PPV was defined according to the following known formula:

PPV ( % ) = 1 00 × ( PP max PP min ) / [ ( PP max + PP min ) / 2 ) ] ,

where PPmax and PPmin are the maximum and minimum pulse pressures determined during a single respiratory cycle [12]. In order to obtain a consistent PPV value, the average of five consecutive measurements was used for statistical analysis [13].

Cardiac output and stroke volume variation measurements

A high-fidelity dedicated pressure transducer (FloTrac sensor; Edwards Lifesciences LLC, Irvine, CA, USA) was connected to the arterial line and attached to the Vigileo monitor, software version 3.01 (Edwards Lifesciences LLC). Cardiac output (CO) was calculated on the basis of the real-time analysis of the arterial waveform over a period of 20 seconds. This calculation was performed at a sample rate of 100 Hz without the need for prior calibration using a proprietary algorithm based on the principle that aortic pulse pressure is proportional to SV. SV was measured as the standard deviation (SD) of the arterial pressure around MAP and was inversely related to arterial compliance. The effects of arterial compliance and vascular resistance were estimated every minute on the basis of individual patient demographic data (age, gender, body weight and height) and the arterial waveform shape analysis, respectively, and they were integrated by using a conversion factor known as χ. SVV was assessed every 20 seconds by the system as follows:

SVV ( % ) = 1 00 × [ ( SV max SV min ) / SV mean ] .

Since SVV was computed over a period of 20 seconds while χ was updated only every minute, the χ factor was constant from one heartbeat to another and hence was eliminated from the equation when calculating SVV as follows [14]:

SVV ( % ) = ( SV max SV min ) / SV mean SVV ( % ) = ( χ × σ AP max χ × σ AP min ) / χ × σ AP mean SVV ( % ) = ( σ AP max σ AP min ) / σ AP mean ,

where σAPmax and σAPmin are the maximum and minimum SD of arterial pressure during a single respiratory cycle, respectively, and σAPmean is the mean SD of arterial pressure over a 20-second interval. Accordingly, the SVV calculation is not influenced by χ, and hence SVV is the respiratory variation of σAP. This means that the entire effect on SVV is based on the variation in the SD of arterial pressure, which should track respiratory changes in left ventricular SV closely [15].

After zeroing the system against atmosphere, the arterial waveform signal fidelity was carefully checked using a fast flush test. A stable hemodynamic condition with no damping of the arterial pressure waveform was a prerequisite for hemodynamic measurements. CO, SV and SVV values were obtained and averaged as the means of three consecutive measurements. Cardiac power output (CPO), a measure of the hydraulic efficiency of the heart, was calculated as (CO × MAP)/451 [16].

Arterial pressure measurements and arterial tone parameters

The arterial pressure signal was recorded from the bedside monitor connected to the FloTrac pressure transducer. MAP was determined by planimetry, and the trend was recorded every 10 seconds during the same 1-minute period for Vigileo-derived parameters and arterial pressure waveform recordings. The mean of six consecutive measurements for MAP, SAP, diastolic pressure (DAP) and arterial pulse pressure (PP) was used for statistical purposes.

Eadyn was computed as the PPV/SVV ratio. SVR was calculated as SVR = (MAP - central venous pressure (CVP)) × 80/CO. The ratio of pulse pressure (SAP - DAP) to stroke volume (PP/SV) was also calculated as a crude measure of arterial stiffness [1719]. Although this index has demonstrated underestimate the total arterial stiffness measured by others methods [20, 21], since assumes that the total stroke volume is buffered in the elastic arteries during systole without any peripheral outflow, it has been proved to be useful for estimating and detecting changes in arterial stiffness clinically [17, 22].

Study protocol

All the patients were ventilated in supine position in controlled-volume mode with the Puritan Bennett 840 (Tyco Healthcare, Mansfield, MA, USA) or Servo i (Maquet, Bridgewater, NJ, USA) ventilators and temporally paralyzed (0.1 mg/kg vecuronium bromide) if spontaneous inspiratory efforts were detected on the airway pressure curve displayed on the respiratory monitor. During data collection, supportive therapies, ventilatory settings and vasopressor therapy were kept unchanged. A set of hemodynamic measurements was obtained at baseline and after volume expansion (VE), consisting of 500 mL of synthetic colloid (Voluven 6% hydroxyethyl starch; Fresenius Kabi, Bad Homburg, Germany) administered over 30 minutes via an infusion pump.

Statistical analysis

Normal distribution of data was tested using the D'Agostino-Pearson test for normality. The results are expressed as means ± SD unless otherwise indicated. Patients were classified according to the MAP increase after VE in MAP responders (≥15%) and MAP nonresponders (<15%), respectively. This threshold was selected assuming a perfect arterial pressure-flow coupling of 1:1 and optimal mechanical efficiency, so an increase of 15% in SV should increase MAP by 15% [6, 23]. Differences between MAP responders and MAP nonresponder patients were compared by means of an independent sample t-test and by the Mann-Whitney U test for non-normally distributed variables. The effects of VE on hemodynamic parameters were assessed using a paired Student's t-test and the Wilcoxon rank-sum test for non-Gaussian data. Comparisons for categorical variables were performed using the χ2 test. The relationships between variables were analyzed using a linear regression method. Multiple regression analysis was used to study the contribution of each arterial tone parameter with arterial pressure changes after VE. The area under the receiver-operating characteristic (ROC) curves for Eadyn, PP/SV ratio, baseline MAP and SVR according to MAP response to fluid administration were calculated and compared using the Hanley-McNeil test. ROC curves are presented as area ± SE (95% confidence interval). P < 0.05 was considered statistically significant. Statistical analysis was performed using MedCalc for Windows version (MedCalc Software bvba, Mariakerke, Belgium).



Twenty-six patients were initially eligible for the study, but one patient was excluded from analysis because SV did not increase ≥15% after VE. The main characteristics of the studied population are summarized in Table 1. The use of vasopressor therapy did not differ between MAP responder and MAP nonresponder patients. Neither tidal volume, nor respiratory rate, nor inspired oxygen fraction nor positive end-expiratory pressure was significantly different between MAP responders and MAP nonresponders. Volume administration was performed mostly because of the presence of the combination of hypotension and oliguria (84%).

Table 1 Characteristics and demographic data of study population (n = 25)a

Hemodynamic response to volume expansion

The effects of VE on hemodynamic parameters are summarized in Table 2. In the whole population, VE was associated with a percentage gain in CO of 18.66% (12.16% to 28.61%; P < 0.0001), from 5.18 ± 1.73 L/min to 6.25 ± 1.75 L/min; a percentage gain in SV of 26.96% (21.99% to 39.99%; P < 0.0001), from 46 mL (40.17 mL to 60.66 mL) to 61 mL (54.75 mL to 74.58 mL); a percentage gain in MAP of 21.5% ± 17.1% (P < 0.0001), from 57.86 ± 7.56 mmHg to 70.59 ± 15.27 mmHg; a percentage gain in CPO of 36.36% (24.3% to 63.19%; P < 0.0001), from 0.66 ± 0.22 W to 0.96 ± 0.3 W; and an increase in CVP from 7.3 ± 4 mmHg to 10.4 ± 3.8 mmHg (P < 0.0001). Overall systemic vascular resistance did not change after VE. Fluid administration induced a ≥15% increase in MAP in 16 patients (MAP responders). Individual changes in SV and MAP after fluid administration are represented in Figure 1. The VE-induced increase in SV was correlated with an increase in MAP (r2 = 0.37; P = 0.001), SAP (r2 = 0.50; P = 0.0001), DAP (r2 = 0.22; P < 0.05) and PP (r2 = 0.79; P < 0.0001).

Table 2 Effects of volume expansion in hemodynamic parameters on responder patients (mean arterial pressure increase ≥15%) and nonresponder patients (n = 25)a
Figure 1
figure 1

Mean arterial pressure (MAP) and stroke volume response to volume loading. Arrows indicate individual changes in stroke volume and mean arterial pressure after fluid administration.

Effects of VE on arterial tone parameters

The effects of VE on arterial tone parameters are displayed in Table 3. Individual values are shown in Figure 2. At baseline, only Eadyn was significantly different between MAP responders and MAP nonresponders. In the MAP responder group, fluid loading was also associated with a significant decrease in Eadyn by 49.1% ± 38.3%. There was no relationship between Eadyn and the other arterial tone parameters.

Table 3 Effects of volume expansion on arterial tone parameters on responder patients (mean arterial pressure increase ≥15%) and nonresponder patients (n = 25)a
Figure 2
figure 2

Distribution of individual arterial tone parameters at baseline. Individual values (open circles) and mean ± SD (closed circles) of arterial tone parameters before fluid administration in MAP responders (MAP-R) and MAP nonresponders (MAP-NR) with regard to dynamic arterial elastance (Eadyn), systemic vascular resistance (SVR), pulse pressure to stroke volume ratio (PP/SV ratio) and baseline MAP.

Before volume administration, Eadyn was correlated with VE-induced changes in MAP (r2 = 0.83; P < 0.0001), SAP (r2 = 0.66; P < 0.0001), DAP (r2 = 0.81; P < 0.0001) and PP (r2 = 0.40; P < 0.001) (Figure 3). In contrast, none of the other studied arterial tone parameters were related to changes in arterial pressure produced by VE. Fluid-induced decrease in Eadyn was also correlated with changes after volume administration in MAP (r2 = 0.78; P < 0.0001), SAP (r2 = 0.70; P < 0.0001), DAP (r2 = 0.75; P < 0.0001) and PP (r2 = 0.40; P < 0.001).

Figure 3
figure 3

Dynamic arterial elastance and mean arterial pressure change relationship. Linear regression analysis of the relationship between baseline dynamic arterial elastance and changes in mean arterial pressure after volume administration are shown. Dashed lines represent 95% confidence intervals for the regression line (solid line).

Prediction of arterial pressure response to volume administration

The area under the ROC curve for the prediction of VE on MAP for Eadyn at baseline (0.986 ± 0.02; 95% CI, 0.84-1) was significantly higher than the areas under the ROC curve for SVR (0.503 ± 0.12; 95% CI, 0.3-0.71; P = 0.0001), baseline MAP (0.604 ± 0.12; 95% CI, 0.39-0.79; P < 0.001) and PP/SV (0.50 ± 0.12; 95% CI, 0.3-0.7; P = 0.0001) (Figure 4). A baseline Eadyn value >0.89 predicted an increase of ≥15% in MAP after fluid administration with a sensitivity of 93.75% (95% CI, 69.8%-99.8%) and a specificity of 100% (95% CI, 66.4%-100%), a positive predictive value of 100 (95% CI, 78.2%-100%) and a negative predictive value of 90 (95% CI, 55.5-99.7%).

Figure 4
figure 4

Comparison of receiver operating characteristics curves regarding the ability of studied arterial tone parameters to discriminate MAP responder patients (MAP increase ≥15%) and MAP nonresponder patients after volume expansion. Dynamic arterial elastance (Eadyn), 0.986 ± 0.02; systemic vascular resistance (SVR), 0.503 ± 0.12; baseline mean arterial pressure, 0.604 ± 0.12; ratio of pulse pressure to stroke volume (PP/SV), 0.50 ± 0.12. All values are means ± SD.


The main finding of this study is that Eadyn, defined as the PPV/SVV ratio, efficiently predicted the arterial pressure response to fluid loading in hypotensive, preload-dependent patients with acute circulatory failure.

Since initial hemodynamic resuscitation should be targeted to achieve not only adequate CO but also adequate MAP to guarantee perfusion pressure to all vascular beds [9, 10], determining whether a patient is preload-dependent only provides half of the answer, because the arterial pressure response to volume administration depends on arterial tone. Thus, for a given SV increase, the greater the arterial tone, the greater the expected boost in arterial pressure [8].

In our study, only 64% of the hypotensive, preload-dependent patients increased MAP after fluid administration. Neither peripheral vascular resistance, nor the PP/SV ratio, nor the degree of hypotension, defined by the baseline MAP, predicted a subsequent increase in arterial pressure.

Although SVR has traditionally been used to characterize overall arterial tone, this parameter represents primarily the vascular smooth muscle tone at the level of small arteries and arterioles, where a complex system of neurohormonal and local factors adjusts the vessel caliber to protect the capillaries from changes in pressure and to keep capillary perfusion pressure constant [3]. As SVR is not homogeneously distributed along the arterial vascular tree and essentially provides a quantification of arteriolar vasomotor activity, it has been considered an inappropriate and incomplete assessment of arterial tone [24]. Not surprisingly, in our study population, fluid administration did not affect SVR in spite of changes in arterial pressure. Moreover, in MAP responder patients, preinfusion SVR did not correlate with volume-induced increases in arterial pressure or changes after fluid administration, suggesting that arterial pressure changes in these patients were not related to arteriolar vasomotor modulation.

Because arterial pressure results from the phasic interaction of blood ejected from the left ventricle and the arterial system, the pulsatile pressure-flow relationship has been used to describe arterial input impedance [46]. This relation provides a more comprehensive description of the arterial load faced by the ejecting ventricle, since it incorporates other components of the arterial system, including total arterial compliance, characteristic impedance or the effects of arterial wave reflections, as well as the ratio of mean pressure to mean flow [3, 7, 25]. Since the evaluation of arterial input impedance requires measuring pressure and flow waves and the application of complex Fourier analysis, the ratio of PP to SV has been proposed as a simple and gross estimation of the pulsatile component of the arterial system and a surrogate measure of the systemic arterial stiffness in clinical practice [17, 22, 26]. However, in the same way that knowing the values of cardiac preload and CO does not allow the prediction of the response to a fluid challenge, since the response will depend on the slope of the cardiac function curve, the steady-state relationship between pulsatile pressure and pulsatile flow, as measured by the PP/SV ratio, is theoretically variable with different states of arterial tone and influenced by factors such as aging and pathologies such as arterial hypertension [19, 27, 28]. Therefore, for the same static pressure-flow relationship, the VE-induced increase in arterial pressure should depend on arterial tone; thus, as our results show, prediction of the arterial pressure response by PP/SV should be infeasible [8].

On the contrary, as Pinsky has pointed out, Eadyn represents neither a steady nor pulsatile component of arterial system, but instead a functional measure of central arterial tone [1, 8]. During mechanical ventilation, swings in intrathoracic pressure induce cyclic changes in left ventricular SV by intermittently varying right ventricular preload. The magnitude of these changes defines the degree of preload dependence of a patient and the position on the Frank-Starling curve, and these changes have been widely used as indicators of fluid responsiveness [12]. Thus, simultaneous measurements of arterial pulse pressure and left ventricular SV during passive mechanical ventilation should provide an actual assessment of the pressure-volume relationship and an accurate measurement of arterial tone. Eadyn, therefore, rather than absolute values of pressure and flow, depicts the actual slope of the pressure-volume relationship using the cyclic changes in left ventricular SV during a single mechanical respiratory cycle. So, Eadyn should be interpreted as a functional approach to arterial tone assessment in the same way that preload responsiveness parameters attempt to predict the hemodynamic response to a change in cardiac preload.

According to our results, a patient with an Eadyn value <0.89 will not have an increase MAP with volume administration, which pragmatically means that vasopressors should be added along with fluids to increase the patient's CO and MAP. By contrast, an Eadyn value >0.89 indicates that fluid loading alone will significantly raise blood pressure, and thus the use of vasoactive drugs can be delayed. These results are in accord with a previous algorithm proposed by Pinsky as part of a functional management protocol based on ventriculoarterial coupling [1, 8]. According to this algorithm, if a balanced system should present an Eadyn close to 1 and changes >20% reflect real variations in arterial elastance, then the normal value for the PPV/SVV ratio should be between 0.8 and 1.2. In our study, Eadyn measurement does not represent an online monitoring method (since PPV value was obtained from a post hoc offline analysis); however, with the current technology available, it might be possible to easily obtain both parameters simultaneously, allowing continuous assessment of Eadyn at the bedside.

Interestingly, from a theoretical point of view, the evaluation of Eadyn should not necessarily be limited by some of the restrictions imposed on the fluid responsiveness parameters. In particular, the assessment of arterial tone by Eadyn could be used in spontaneously breathing patients or in patients with low tidal ventilation, since the relation between PPV and SVV should still be valid under these circumstances [5]. Furthermore, another potential advantage of the combined evaluation of the preload dependence and arterial tone by Eadyn could be the prediction of the expected increase in hydraulic efficiency measured by the cardiac power output. Hypothetically, for the same fluid responsiveness degree, a preload-dependent patient with a higher Eadyn value would respond with a more marked increase in MAP, higher CPO, and thus a better improvement in the mechanical efficiency of hydraulic power transfer from the left ventricle to the peripheral circulation [1]. These assumptions, although physiologically reasonable, require confirmation by further studies.

Some important limitations of our study should be addressed. First, the SVV value was obtained not from the actual arterial blood flow, but from the results of arterial pressure analysis using the Vigileo hemodynamic monitor. Pinsky has already warned against the use of pulse contour-derived SVV to track rapid changes in SV, as occurs during a single mechanical breath [29, 30]. In this regard, Vigileo-derived SVV has been confirmed as a valuable predictor of fluid responsiveness [11, 31] and equivalent to SVV measured by transthoracic echocardiography [15]. However, since SVV is actually the respiratory variation of SD of arterial pressure, as the χ factor is updated only every minute, the possibility of a mathematical coupling cannot be excluded. Also, this study was targeted to a specific group of patients with a preserved preload dependence condition and manifest arterial hypotension, so that extrapolation of our results to other situations should be considered with caution. However, the assessment of arterial tone by Eadyn clearly responds to a concrete, often stressful situation with which clinicians must habitually deal in their daily practice. Finally, hemodynamic resuscitation should be aimed not only at restoring blood flow and perfusion pressure but also at maintaining adequate tissue oxygenation. Increasing MAP to a predefined level does not guarantee sufficient oxygenation to all tissues nor can be generalized to all patients [31]. Furthermore, systemic hypotension is not always present in shock, and restoration of normal arterial blood pressure does not exclude maldistribution of blood flow to vital organs. However, it seems reasonable that an acceptable minimum level of MAP is necessary to avoid further hypoperfusion [10].


In conclusion, in our study, the functional assessment of arterial tone by the Eadyn, defined as the PPV/SVV ratio, predicted the arterial pressure response to volume loading in hypotensive, preload-dependent patients with acute circulatory failure. However, because of the small sample size, the specific population studied and the methodological limitations, further validation is required before the application of Eadyn in clinical practice can be recommended.

Key messages

  • Eadyn, defined as the PPV/SVV ratio, accurately predicts the arterial pressure response after volume administration in hypotensive, preload-dependent patients with acute circulatory failure.

  • An Eadyn threshold of 0.89 discriminated which patients had increased arterial pressure with fluid administration with a sensitivity of 94% and a specificity of 100%.

  • From a practical point of view, patients with an Eadyn value <0.89 require vasopressors along with fluids to increase MAP, whereas patients with an Eadyn value ≥0.89 show an indication that fluid loading alone will increase blood pressure.



maximum standard deviation of arterial pressure during a single respiratory cycle


mean standard deviation of arterial pressure over a 20-second interval


minimum standard deviation of arterial pressure during a single respiratory cycle


cardiac output


cardiac power output


central venous pressure


diastolic arterial pressure


arterial elastance


dynamic arterial elastance


inspired oxygen fraction


intensive care unit


mean arterial pressure


positive end-expiratory pressure


arterial pulse pressure


maximum pulse pressure during a single respiratory cycle


minimum pulse pressure during a single respiratory cycle


arterial pulse pressure variation


systolic arterial pressure


stroke volume


maximum stroke volume during a single respiratory cycle


mean value of SV during 20 seconds for Vigileo monitor


minimum stroke volume during a single respiratory cycle


systemic vascular resistance


stroke volume variation


volume expansion.


  1. Pinsky MR: Functional hemodynamic monitoring: applied physiology at the bedside. In Yearbook of Intensive Care and Emergency Medicine. Edited by: Vincent JL. Heidelberg, Germany: Springer-Verlag; 2002:534-551.

    Google Scholar 

  2. Cholley B, Payen D: Left ventricular afterload and ventriculo-arterial coupling. In Applied Cardiovascular Physiology. Edited by: Pinsky MR. Berlin: Springer-Verlag; 1997:14-27.

    Chapter  Google Scholar 

  3. Nichols WW, O'Rourke M: McDonald's Blood Flow in Arteries. In Theoretical, Experimental and Clinical Principles. 5th edition. London: Oxford University Press; 2005.

    Google Scholar 

  4. Kelly RP, Ting CT, Yang TM, Liu CP, Maughan WL, Chang MS, Kass DA: Effective arterial elastance as index of arterial vascular load in humans. Circulation 1992, 86: 513-521.

    Article  PubMed  CAS  Google Scholar 

  5. Sunagawa K, Maughan WL, Burkhoff D, Sagawa K: Left ventricular interaction with arterial load studied in isolated canine ventricle. Am J Physiol 1983, 245: H773-H780.

    PubMed  CAS  Google Scholar 

  6. Asanoi H, Sasayama S, Kameyama T: Ventriculoarterial coupling in normal and failing heart in humans. Circ Res 1989, 65: 483-493.

    Article  PubMed  CAS  Google Scholar 

  7. Westerhof N, Stergiopulos N, Noble MIM: Snapshots of Hemodynamics: An Aid for Clinical Research and Graduate Education. New York: Springer; 2005.

    Google Scholar 

  8. Pinsky MR: Protocolized cardiovascular management based on ventricular-arterial coupling. In Functional Hemodynamic Monitoring. Edited by: Pinsky MR, Payen D. Berlin: Springer-Verlag; 2006:381-395.

    Google Scholar 

  9. Pinsky MR: Both perfusion pressure and flow are essential for adequate resuscitation. Sepsis 2000, 4: 143-146. 10.1023/A:1011406921372

    Article  Google Scholar 

  10. Antonelli M, Levy M, Andrews PJ, Chastre J, Hudson LD, Manthous C, Meduri GU, Moreno RP, Putensen C, Stewart T, Torres A: Hemodynamic monitoring in shock and implications for management. International Consensus Conference, Paris, France, 27-28 April 2006. Intensive Care Med 2007, 33: 575-590. 10.1007/s00134-007-0531-4

    Article  PubMed  Google Scholar 

  11. Monge García MI, Gil Cano A, Díaz Monrové JC: Brachial artery peak velocity variation to predict fluid responsiveness in mechanically ventilated patients. Crit Care 2009, 13: R142.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Michard F, Teboul JL: Using heart-lung interactions to assess fluid responsiveness during mechanical ventilation. Crit Care 2000, 4: 282-289. 10.1186/cc710

    Article  PubMed  CAS  PubMed Central  Google Scholar 

  13. Kim HK, Pinsky MR: Effect of tidal volume, sampling duration, and cardiac contractility on pulse pressure and stroke volume variation during positive-pressure ventilation. Crit Care Med 2008, 36: 2858-2862. 10.1097/CCM.0b013e3181865aea

    Article  PubMed  PubMed Central  Google Scholar 

  14. Cannesson M, Vallet B, Michard F: Pulse pressure variation and stroke volume variation: from flying blind to flying right? Br J Anaesth 2009, 103: 896-899. 10.1093/bja/aep321

    Article  PubMed  CAS  Google Scholar 

  15. Biais M, Nouette-Gaulain K, Roullet S, Quinart A, Revel P, Sztark F: A comparison of stroke volume variation measured by Vigileo/FloTrac system and aortic Doppler echocardiography. Anesth Analg 2009, 109: 466-469. 10.1213/ane.0b013e3181ac6dac

    Article  PubMed  Google Scholar 

  16. Fincke R, Hochman JS, Lowe AM, Menon V, Slater JN, Webb JG, LeJemtel TH, Cotter G: Cardiac power is the strongest hemodynamic correlate of mortality in cardiogenic shock: a report from the SHOCK trial registry. J Am Coll Cardiol 2004, 44: 340-348. 10.1016/j.jacc.2004.03.060

    Article  PubMed  Google Scholar 

  17. Chemla D, Hébert JL, Coirault C, Zamani K, Suard I, Colin P, Lecarpentier Y: Total arterial compliance estimated by stroke volume-to-aortic pulse pressure ratio in humans. Am J Physiol 1998, 274: H500-H505.

    PubMed  CAS  Google Scholar 

  18. Palmieri V, Bella JN, Roman MJ, Gerdts E, Papademetriou V, Wachtell K, Nieminen MS, Dahlof B, Devereux RB: Pulse pressure/stroke index and left ventricular geometry and function: the LIFE Study. J Hypertens 2003, 21: 781-787. 10.1097/00004872-200304000-00022

    Article  PubMed  CAS  Google Scholar 

  19. Ferguson JJ, Randall OS: Hemodynamic correlates of arterial compliance. Cathet Cardiovasc Diagn 1986, 12: 376-380. 10.1002/ccd.1810120604

    Article  PubMed  Google Scholar 

  20. Liu Z, Brin KP, Yin FC: Estimation of total arterial compliance: an improved method and evaluation of current methods. Am J Physiol 1986, 251: H588-H600.

    PubMed  CAS  Google Scholar 

  21. Segers P, Verdonck P, Deryck Y, Brimioulle S, Naeije R, Carlier S, Stergiopulos N: Pulse pressure method and the area method for the estimation of total arterial compliance in dogs: sensitivity to wave reflection intensity. Ann Biomed Eng 1999, 27: 480-485. 10.1114/1.192

    Article  PubMed  CAS  Google Scholar 

  22. Randall OS, Westerhof N, van den Bos GC, Alexander B: Reliability of stroke volume to pulse pressure ratio for estimating and detecting changes in arterial compliance. J Hypertens Suppl 1986, 4: S293-S296.

    PubMed  CAS  Google Scholar 

  23. Sunagawa K, Maughan WL, Sagawa K: Optimal arterial resistance for the maximal stroke work studied in isolated canine left ventricle. Circ Res 1985, 56: 586-595.

    Article  PubMed  CAS  Google Scholar 

  24. Lang RM, Borow KM, Neumann A, Janzen D: Systemic vascular resistance: an unreliable index of left ventricular afterload. Circulation 1986, 74: 1114-1123.

    Article  PubMed  CAS  Google Scholar 

  25. Milnor WR: Hemodynamics. 2nd edition. Baltimore: Williams & Wilkins; 1989.

    Google Scholar 

  26. Alfie J, Waisman GD, Galarza CR, Camera MI: Contribution of stroke volume to the change in pulse pressure pattern with age. Hypertension 1999, 34: 808-812.

    Article  PubMed  CAS  Google Scholar 

  27. Lamia B, Teboul JL, Monnet X, Osman D, Maizel J, Richard C, Chemla D: Contribution of arterial stiffness and stroke volume to peripheral pulse pressure in ICU patients: an arterial tonometry study. Intensive Care Med 2007, 33: 1931-1937. 10.1007/s00134-007-0738-4

    Article  PubMed  Google Scholar 

  28. Remington JW, Noback CR, Hamilton WF, Gold JJ: Volume elasticity characteristics of the human aorta and prediction of the stroke volume from the pressure pulse. Am J Physiol 1948, 153: 298-308.

    PubMed  CAS  Google Scholar 

  29. Gunn SR, Kim HK, Harrigan PW, Pinsky MR: Ability of pulse contour and esophageal Doppler to estimate rapid changes in stroke volume. Intensive Care Med 2006, 32: 1537-1546. 10.1007/s00134-006-0284-5

    Article  PubMed  Google Scholar 

  30. Pinsky MR: Probing the limits of arterial pulse contour analysis to predict preload responsiveness. Anesth Analg 2003, 96: 1245-1247. 10.1213/01.ANE.0000055821.40075.38

    Article  PubMed  Google Scholar 

  31. Lamia B, Chemla D, Richard C, Teboul JL: Clinical review: interpretation of arterial pressure wave in shock states. Crit Care 2005, 9: 601-606. 10.1186/cc3891

    Article  PubMed  PubMed Central  Google Scholar 

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The authors thank the nursing staff at the Intensive Care Unit of the Hospital de SAS Jerez de la Frontera for their assistance with this study.

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Correspondence to Manuel Ignacio Monge García.

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Competing interests

MIMG has received consulting fees from Edwards Lifesciences. AGC and MGR declare that they have no competing interests.

Authors' contributions

MIMG conceived and designed the study, participated in the recruitment of patients, performed the statistical analysis, interpreted the data and drafted the manuscript. AGC participated in the study conception and design, interpreted data and helped draft the manuscript. MGR participated in patient recruitment, data collection, technical support and contributed in the critical review of the manuscript. All of the authors read and approved the final manuscript.

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Monge García, M.I., Gil Cano, A. & Gracia Romero, M. Dynamic arterial elastance to predict arterial pressure response to volume loading in preload-dependent patients. Crit Care 15, R15 (2011).

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  • Mean Arterial Pressure
  • Systemic Vascular Resistance
  • Fluid Administration
  • Pulse Pressure Variation
  • Systolic Arterial Pressure