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Effect of resting pressure on the estimate of cerebrospinal fluid outflow conductance
Fluids and Barriers of the CNS volume 8, Article number: 15 (2011)
A lumbar infusion test is commonly used as a predictive test for patients with normal pressure hydrocephalus and for evaluation of cerebrospinal fluid (CSF) shunt function. Different infusion protocols can be used to estimate the outflow conductance (Cout) or its reciprocal the outflow resistance (Rout), with or without using the baseline resting pressure, Pr. Both from a basic physiological research and a clinical perspective, it is important to understand the limitations of the model on which infusion tests are based. By estimating Cout using two different analyses, with or without Pr, the limitations could be explored. The aim of this study was to compare the Cout estimates, and investigate what effect Prhad on the results.
Sixty-three patients that underwent a constant pressure infusion protocol as part of their preoperative evaluation for normal pressure hydrocephalus, were included (age 70.3 ± 10.8 years (mean ± SD)). The analysis was performed without (Cexcl Pr) and with (Cincl Pr) Pr. The estimates were compared using Bland-Altman plots and paired sample t-tests (p < 0.05 considered significant).
Mean Cout for the 63 patients was: Cexcl Pr = 7.0 ± 4.0 (mean ± SD) μl/(s kPa) and Cincl Pr = 9.1 ± 4.3 μl/(s kPa) and Rout was 19.0 ± 9.2 and 17.7 ± 11.3 mmHg/ml/min, respectively. There was a positive correlation between methods (r = 0.79, n = 63, p < 0.01). The difference, ΔCout= -2.1 ± 2.7 μl/(s kPa) between methods was significant (p < 0.01) and ΔRout was 1.2 ± 8.8 mmHg/ml/min). The Bland-Altman plot visualized that the variation around the mean difference was similar all through the range of measured values and there was no correlation between ΔCout and Cout.
The difference between Cout estimates, obtained from analyses with or without Pr, needs to be taken into consideration when comparing results from studies using different infusion test protocols. The study suggests variation in CSF formation rate, variation in venous pressure or a pressure dependent Cout as possible causes for the deviation from the CSF absorption model seen in some patients.
Patients with normal pressure hydrocephalus (NPH) are treated with and often improved by a cerebrospinal fluid (CSF) shunt that changes the dynamics of the CSF system [1–4]. In order to assist in the selection of patients likely to benefit from shunt surgery, predictive tests are performed . One such test is the infusion test. It measures changes in intracranial pressure due to infusion or withdrawal of Ringer solution. For clinical interpretation, the relation between pressure and flow obtained during an infusion test must be quantified into accessible parameters, i.e. a model of the CSF system is needed.
Thus, it states that the rate of absorption (Ia) is proportional to the difference between the pressure in the subarachnoid space (Pic) and venous pressure in dural sinus (Pd). The proportionality coefficient is the outflow conductance (Cout), or its reciprocal, the outflow resistance (Rout). Cout describes the ease of flow across the CSF outflow pathways. In addition to being used as a prognostic parameter for selecting patients responding to CSF shunt surgery, infusion measurement of Cout is also used for evaluation of CSF shunt function [5, 8–11].
To use equation (1) in the analysis of an infusion test, Pd, which is difficult to measure, can be replaced by the measureable baseline resting pressure Pr. To replace Pd with Pr, three assumptions are needed, that Cout is a physical property independent of pressure and that the variations in Pd and CSF formation rate, If, during the infusion test are sufficiently small for Pd and If to be approximated as constants. If the variations in Pd, If and Cout are negligible, the relationship between steady state pressure and net infusion flow should be linear. Since a model is never better than the validity of its assumptions, it is important to understand the effects on estimated Cout caused by unfulfilled assumptions.
There are different infusion protocols, one such is the constant pressure infusion (CPI) protocol. It measures Pr and six elevated pressure levels together with corresponding net flow . With this particular protocol, as opposed to the commonly used constant infusion protocol , a more detailed pressure/flow relationship can be plotted. As mentioned, data is expected to form a straight line throughout the pressure range with a trajectory through Pr and with the slope corresponding to Cout (Figure 1). However, from clinical experience it is suspected that the regression line does not always pass through Pr.
To understand the limitations of the current model used in infusion tests is important, both for basic physiological research and for clinical purposes. These limitations could be explored by comparing Cout estimates calculated using two different analyses, one that included Pr and one that did not. The aim of this study was to investigate how the use of baseline resting pressure influences the estimate of Cout.
The study population consisted of patients that underwent preoperative evaluation for NPH. All patients had an MRI that revealed ventriculomegaly (Evans ratio > 0.3) and they were without any visual obstruction to CSF flow. Sixty-three patients (age 70.3 ± 10.8 years (mean ± SD), 18 women) underwent a CPI protocol. The study has been reviewed by the Regional Ethical Review Board in Umeå who concluded that there were no ethical problems with the project.
Infusion apparatus and investigation
The highly standardized infusion apparatus has been thoroughly described previously . Two needles were inserted in the spinal canal while the patient was in the sitting position, one needle was used for pressure measurement and the other for infusion or withdrawal of Ringer solution. The patient was placed in the supine position and the zero-pressure reference level was placed at the level of the auditory meatus. The investigation is illustrated in Figure 1. First, Pic was measured during 15-20 minutes of rest, and Pr was calculated as the mean Pic over the last five minutes. To ensure a stable measurement of Pr, the patient was lying comfortably in supine position during the investigation, the importance of minimizing leakage during lumbar puncture was accentuated to the physician and the routine sample of CSF was taken after the measurement of Pr. Following the Pr measurement, the CPI protocol was initiated. Pic was increased to six, consecutive, predetermined pressure levels lasting seven minutes each (Figure 1) followed by a spontaneous relaxation phase.
Estimation of Cout
The CSF absorption is estimated from Davson's equation (1). The two estimation methods used in this study are described below and illustrated in Figure 1 and Figure 2. They are derived from the model of CSF absorption and a CSF system in steady state. The assumption of conservation of fluid in the CSF system can be stated as
where If is the formation rate, Iext is the infusion rate of a possible external infusion, Ia is the rate of absorption and Is is the rate of change of fluid stored in the system. The normal unperturbed baseline resting pressure, Pr, (Is and Iext equal to zero) of the patient is defined as
Method 1, analysis without Pr
On each of the six elevated pressure levels, mean Pic as well as the net inflow (Iext) needed to maintain a constant Pic was measured. The relation between Iext and Pic was
Method 2, analysis with Pr
Pressure and flow from all six elevated levels, but without using the Pr, were averaged into one pressure and flow point ( and respectively). Cincl Pr was calculated as
i.e. a line was drawn between Pr and and the slope corresponded to Cincl Pr (Figure 1). The classic Katzman method of estimating Cout during a constant infusion is achieved by dividing the mean flow with the difference between resting pressure and a pressure plateau . The method for Cincl Pr simulates that approach and uses the same formula.
Pearson's correlation coefficient was used for correlation analysis. The two estimates of Cout were compared using Bland-Altman plots and paired sample t-tests, p < 0.05 was considered significant.
A typical infusion investigation is shown in Figure 1 with corresponding Cout from the two methods. The mean outflow conductance for the 63 patients was Cexcl Pr = 7.0 ± 4.0 (mean ± SD) μl/(s kPa) (Rexcl Pr = 19.0 ± 9.2 mmHg/ml/min) and Cincl Pr = 9.1 ± 4.3 μl/(s kPa) (Rincl Pr = 17.7 ± 11.3 mmHg/ml/min) respectively. There was a positive correlation between the two methods (r = 0.79, n = 63, p < 0.01). The paired difference between estimation methods (ΔCout = Cexcl Pr - Cincl Pr) was significant, ΔCout = -2.1 ± 2.7 μl/(s kPa), n = 63, p < 0.01 (ΔRout = 1.2 ± 8.8 mmHg/ml/min). The SD of ΔCout was 13% of the measurement range. Figure 2 illustrates a case where the difference between methods was large, ΔCout = 4.1 μl/(s kPa), is shown. Two phases were identified: 1. a net flow needed to raise the pressure from Pr to the first level, 2. a pattern following a straight line from the first level to the sixth level.
The Bland-Altman plot in Figure 3 shows ΔCout plotted against the mean of the two analysis methods. The variation around the mean difference in Cout was similar all through the range of measured pressures and there was no correlation between ΔCout and Cout. A corresponding plot for Rout is given in Figure 4.
This study investigated two analysis methods for estimating Cout, with or without Pr. The significant difference between the two methods (Figure 3) should be considered when comparing Cout in studies using different methods and when setting threshold values for shunting. The correlation between methods was in the same range as between Cexcl Pr and Cout from a previous study . It should be noted that the difference between the two methods was small and similar to what has been found for repeated infusion protocols [12, 15, 16], therefore one has to be careful with regard to any clinical implications. Most analysis methods for infusion tests are based on the model and basic assumptions described in this paper, and current development of new analysis methods for pressure-controlled infusion will, as opposed to the CPI method used today, rely on Pr. It is therefore important to investigate the limitations of these assumptions and the effects they have on calculated Cout.
The difference that was found depending on whether or not Pr was used in the estimation of Cout, (Figure 3), could be explained by several underlying causes. The infusion test analysis based on equation (1) assumes that Pd and If are constant, but if they varied during the investigation, both Pr and the estimation of Cout would be affected. A potential explanation could be that the infusion of Ringer solution caused a physiological response with a reduction in Pd and/or If which would result in an increase of needed inflow as observed in this study (Figure 2), giving rise to the systematic difference in estimated Cout depending on whether or not Pr was used. Another assumption was that Cout is constant and pressure independent. This assumption has been based on visual inspection or correlation coefficients of the pressure/flow relationship [19–24]. Specifically, a linear relationship was shown for a pressure interval of 0.7-1.6 kPa above Pr, but that study focused on the use of Cexcl Pr and did not analyse the relationship down to Pr. Other studies have proposed a nonlinear relationship between pressure and flow [26–28]. These studies suggested a continuously pressure dependent Cout while in the present study, the results suggest that for certain patients (Figure 2), there was a higher Cout in the vicinity of Pr followed by a pressure independent Cout. This could be explained by an active CSF outflow transport that starts when the system is perturbed by infusion, but with an absorption rate that is independent of further increases in pressure. This would indicate that the CSF outflow in the vicinity of Pr in some cases may differ from the Davson equation.
It was not possible to deduce from this study which of If, Pd and a pressure independent Cout was the major contributor to the systematic difference in results. The authors believe that the Davson equation is valid and that the deviation came from variations in Pd and/or If during the infusion. Monitoring of variation in central venous pressure during infusion tests could be a possible way forward. In addition to the systematic difference between methods, there was also a variation around the mean. This variation was probably mainly caused by the vascular effects on the CSF system (Figure 3). Vasomotion can cause large volume variations on the arterial side which in turn induce large pressure variations, e.g. B-waves . The relatively small flows involved during an infusion test in comparison with these effects, will make the estimation of Cout challenging. The steady-state analysis approach assumes that the dynamics of the system will be sufficiently suppressed by averaging over the 7 minutes of measurement time. However, the system dynamics for many patients can include components with potential to violate this assumption, e.g. B-waves or plateau waves, that can cause a reduction in accuracy of the estimated pressures and flows for the elevated levels [29, 30]. These comparatively large physiological variations will also influence measured Pr. Visual inspection of the Pr measurements showed that four patients had marked B-waves. One of which was the subject with the highest difference between methods while the other three were method independent (Figure 3). Furthermore, pressure that had not stabilised enough during its 15-20 min baseline measurement, would also affect Pr. This could be caused by apprehension of the patient. Another possibility was a slow formation rate unable to compensate for the loss of CSF during lumbar puncture. To avoid this, a routine was followed in order to obtain as reliable estimates as possible (see Methods section). Results of repeated measurements in the same patient with consecutive CPI and constant infusion protocols suggest that the vascular effects limit the expected precision for measurements with current infusion tests to approximately 2 μl/(s kPa) (SD) [12, 15, 16]. We interpret this as an inherent characteristic of the vascular and CSF system that limits the expected repeatability independently of which infusion method that is used.
Since Cincl Pr uses an average value it will be less sensitive to physiological variations at the lowest or highest pressure levels. On the other hand it is dependent on Pr, and an error in this parameter will have a major impact on the estimated Cout, equation (6). Thus, the accuracy of estimated Pr becomes essential. Furthermore, if results are compared with results from the constant infusion protocol with either static analysis according to Katzman  or dynamic analysis , Cincl Pr should be used. Until future clinical studies have investigated the pressure/flow relationship in the vicinity of Pr in more detail and its pathophysiological importance have been established, both methods are still relevant. An erroneous flow measurement could produce the shift upwards in flow (Figure 2). However, careful calibration and testing of the equipment on experimental set-up was performed [12, 17], and these types of errors have not been observed.
Using Pr for estimating Cout produced a higher estimated Cout. Possible causes for a deviation from the model of CSF absorption in some patients were a variation in formation rate or venous pressure or a pressure dependent Cout. The observed difference needs to be taken into consideration when setting threshold values for shunting and when comparing results from studies using different infusion test protocols.
Normal pressure hydrocephalus
- P ic :
- P r :
- P d :
Venous pressure in dural sinus
- I a :
Absorption rate of CSF
- I f :
Formation rate of CSF
- I ext :
Rate of external infusion
- I s :
CSF stored in system
- C excl Pr :
Outflow conductance estimated by method 1, without Pr
- C incl Pr :
Outflow conductance estimated by method 2, with Pr
Difference in conductance between methods
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The study was funded by the Objective 2 Norra Norrland-EU Structural Fund, the Swedish research council, Vinnova, and the Foundation for Strategic Research through their joint initiative Biomedical Engineering for Better Health.
Drs. Sundström, Malm, and Eklund have a patent interest in the in-house-developed infusion apparatus used in the study. Likvor AB has acquired the patent rights for commercialization.
All authors participated in the conception and design of the study, collection of data, statistical analysis and critically revised the article, reviewed the final version of the manuscript and approved it for submission.
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Andersson, K., Sundström, N., Malm, J. et al. Effect of resting pressure on the estimate of cerebrospinal fluid outflow conductance. Fluids Barriers CNS 8, 15 (2011). https://doi.org/10.1186/2045-8118-8-15
- Infusion Test
- Normal Pressure Hydrocephalus
- Normal Pressure Hydrocephalus
- Outflow Resistance
- Plateau Wave