Abstract
Background: Inadequate removal of molecules between 5 and 50 KDa may cause long-term complication in chronic hemodialysis. Medium cut-off (MCO) is a new class of membranes with enhanced sieving properties and negligible albumin loss. MCO membrane makes it possible to perform expanded hemodialysis (HDx), a technique based on high internal filtration (IF).The present study is designed to quantify IF in 2 MCO dialyzers (Theranova 400 and 500, Baxter, Deerfield, USA) using a nuclear imaging technique previously validated. Methods: Blood and dialysate compartment pressure drop along with transmembrane pressure; they were measured in a closed in vitro circuit with human blood (blood flow [QB] = 300 and 400 mL/min; dialysate flow 500 mL/min; net ultrafiltration rate 0 mL/min). A non-diffusible marker molecule (albumin macro-aggregates labeled with 99Tc metastable) was injected in the blood compartment and nuclear emission was recorded by a gamma camera. Relative variations in the concentration of the marker molecule along the length of the filter were used to calculate local cross filtration. Results: Based on marker concentration profiles, IF was estimated. For Theranova 400, IF were 29.7 and 41.6 mL/min for QB of 300 and 400 mL/min. For Theranova 500, IF were 31.6 and 53.1 mL/min for QB of 300 and 400 mL/min respectively. Conclusions: MCO membrane provides significant amounts of IF due to the particular combination between hydraulic permeability of the membrane and reduced inner diameter of the fibers. High IF combined with enhanced sieving profile of MCO membrane leads to improved removal of a wider spectrum of uremia retention molecules in HDx, without requiring complex equipment.
Introduction
Uremic syndrome is characterized by a progressive accumulation of molecules that are not adequately excreted in chronic kidney disease (CKD) [1]. In end-stage kidney disease (ESKD), the replacement of renal function by dialysis is also incomplete, since removal of such molecules is limited [2]. Increased concentration of medium-high molecular weight (MW) solutes has been correlated with negative clinical outcomes in CKD and in maintenance hemodialysis (HD) [3, 4]. Attempts have been made to increase the spectrum and quantity of toxin removal by high flux dialysis (HFD) [5] or hemodiafiltration (HDF) [6, 7], but clinical outcomes are still suboptimal with unacceptable levels of complications [8-10]. A significant correlation between uremia-retention molecules and specific clinical problems has been demonstrated, such as dialysis-related amyloidosis (β-2 microglobulin) [4] and malnutrition (inflammatory mediators, leptin and appetite-suppressing toxins) [8, 10, 11]. Cardiovascular complications and osteodystrophy are related to high levels of parathyroid hormone, homocysteine, and inflammatory cytokines [9]. Anemia has been correlated with specific erythropoiesis inhibitors and high levels of hepcidin [12-15]. Polyclonal free light chains (k-FLC and λ-FLC) progressively accumulate in CKD and ESKD, increasing inflammation and accelerating atherosclerosis [11, 16-18]. Thus, new HD techniques with improved removal capabilities are highly desired.
Recent evolution in HD technology led to the development of a new class of membranes, defined as Medium cut-off (MCO) [19]. MCO membranes are characterized by high MW retention onset and MW cut-off value limiting albumin leak [20, 21]. Their introduction in clinical practice has made it possible to perform a new therapy called expanded HD (HDx) with increased removal capability in a wide spectrum of MWs [22]. This is due to higher permeability of the MCO membrane compared to classic high-flux membranes and an increased convective transport due to a remarkable amount of internal filtration (IF). IF guarantees high convective rates without requiring complex set up or fluid reinfusion (as in the case of HDF), since it is compensated by an adequate amount of backfiltration (BF) in the distal part of the hemodialyzer.
Large molecules have low diffusion coefficients and their removal requires the contribution of convection [23]. In HDF, convection rates are maximized but require a complex setup to maintain fluid balance through reinfusion [6]. In HDx, a similar amount of convective clearance is achieved by IF masked by BF in the distal part of the hemodialyzer [24]. Solute removal is optimized by the combination of the sieving properties of MCO membranes and the enhanced IF-BF mechanism due to a reduced inner diameter of hollow fibers [22]. Using a simple ultrafiltration-controlled HD modality, solute clearances in the spectrum of MWs traditionally retained with other techniques and membranes appear enhanced [25].
IF and BF in hollow fiber hemodialyzers have been previously estimated by different theoretical models [26-28]; however, a direct quantification requires a complex experimental setting [29]. Empirical methods to directly quantify IF and BF have been proposed and validated in previous studies [30-33], but they have never been applied to MCO membranes. Given the importance of the hypothesized mechanism involved in HDx, it appears quintessential to empirically quantify the IF-BF phenomenon in a precise experimental setting reproducing classic in vivo operational conditions. The present study aims at quantifying IF and BF in 2 MCO hemodialyzers using a nuclear imaging technique previously validated [30]. The obtained values may then be utilized for prescription of operational parameters in single patients undergoing HDx.
Methods
Two MCO hemodialyzers (Theranova 400 and 500, Baxter International Inc., Deerfield, IL, USA; Table 1) were studied in vitro in condition of zero net ultrafiltration (IF = BF) at blood flows (QB) of 300 and 400 mL/min and dialysate flow (QD) of 500 mL/min. A non-diffusible marker molecule (albumin macro-aggregates) labeled with 99Tc metastable was used to evaluate local cross filtration at different points along the length of the filter according to a previously validated method [30-32]. The in vitro test was carried out in a special room of the nuclear medicine department under strict protection policy.
The experimental setup consisted of a volume-controlled, counter-current blood and dialysate in vitro circuit (Figure 1). Blood obtained from human healthy volunteers (1 bag = 600 mL, hematocrit Hct = 36%, protein concentration Cp = 5.9 g/dL) and bicarbonate dialysate solution (1 bag = 5,000 mL, Prismasol®, Baxter International Inc., Deerfield, IL, USA) thermostated at 37°C were used. Blood and dialysate were recirculated in a closed loop configuration ensuring zero net ultrafiltration (QB = 300 and 400 mL/min; QD = 500 mL/min; net ultrafiltration rate = 0 mL/min). In this condition, IF is by definition equal to BF. Four precision air manometers were connected at inlet and outlet ports of the hemodialyzer to record pressure values.
Schematic representation of the in vitro circuit. The layout demonstrates a complete sealing of the lines and no change in total volume is possible in either blood or dialysate compartment. The point of radioactive marker injection and the 4 sites for pressure measurement are indicated. The hemodialyzer and short segments of blood and dialysate lines are included in the image recording area.
Schematic representation of the in vitro circuit. The layout demonstrates a complete sealing of the lines and no change in total volume is possible in either blood or dialysate compartment. The point of radioactive marker injection and the 4 sites for pressure measurement are indicated. The hemodialyzer and short segments of blood and dialysate lines are included in the image recording area.
Once steady state was reached for every experimental condition, a non-diffusible labeled marker molecule was infused into the blood compartment of the circuit. A 99mTechnetium labeled human serum albumin macroaggregates kit that is commercially available (Macrotec, GE Healthcare, Milano, Italy) was used. The vial of the pharmaceutical contains 2 mg of albumin macroaggregates, corresponding to 4.5 × 106 ± 15% particles with molecular diameter between 10 and 100 µm (no particles greater than 150 µm were present according to the manufacturer specifications).
Labeling with Sodium Pertechnetate (99mTc) Ph. Eur., freshly eluted from commercial 99Mo/99mTc generator, was performed according to manufacturer instructions and the amount of unbound radioactive 99mTc was determined both by the non-filterable radioactivity method and by paper chromatography at 5 min and 4 h after labeling. Less than 1% of the total radioactivity was due to unbound 99mTc resulting in a radiochemical purity greater than 99% over the time of the experiment. For each filter, a total activity of 185 MBq in about 1.1 mL was used in a single injection. The average number of particles per preparation unit was estimated to be 1,125,000–1,350,000 and the total activity was maintained constant over the time of the experiments. The images of the study were acquired with a hybrid Discovery 670 NM/CT system manufactured by General Electric Medical System (Milwaukee, WI, USA) whose nuclear medicine component is equipped with a dual head gamma-camera. For the purposes of this study, only one head equipped with a high-resolution parallel hole collimator was used, while the second head and the CT component were disabled. The enable head was rotated upward and covered with a layer of transparent waterproof material to avoid contamination. The filter was securely taped to the collimator of the gamma-camera head, taking particular care to maintain the alignment of the body of the hemodialyzer with the main field of view axis, as indicated by the reference grid on the collimator. For each experimental setting, the tracer was injected in the blood line upstream the inlet of the hemodialyzer keeping the bolus compact.
A dynamic imaging sequence (30 frames of 2 s, matrix 128 × 128) was acquired immediately after the injection of the tracer and stored on a dedicated workstation for further evaluation. In order to ensure the achievement of the steady state condition, data acquisition started 5 min after bolus injection (when the radioactivity was uniformly distributed in the blood volume) and performed on a 256 × 256, 16 byte matrix, with an electronic zoom factor of 1.33. Calculated pixel size was 1.66 mm. Time, not counts, was chosen as a stop-code parameter in order to correct for different hemodialyzer models: acquisition time was 300 s per image. Acquired data were stored on a dedicated workstation (Xeleris release 3, GEMS) and preliminarily evaluated onsite to confirm the good quality of each study.
The marker molecule concentrations were recorded along the length of the hemodialyzers as counts. Since albumin macroaggregates do not cross the membrane because of their dimension, changes in their concentration along the hemodialyzer are due to local variations of water content in the blood compartment. Filtration flows can be locally and cumulatively derived accordingly. Increase in concentration of the marker molecule describes IF, while its decrease describes BF.
IF can be calculated as:
IF = QB (1 – Hct) × (1 – Cin/Cmax)
where QB is the blood flow rate, Hct is the hematocrit, Cin is the count of the marker molecule at the inlet of the dialyzer, and Cmax is the peak count of the marker molecule along the length of the dialyzer.
BF can be calculated as:
BF = QB (1 – Hct) × (1 – Cout/Cmax)
where Cout is the count of the marker at the outlet of the hemodialyzer.
IF and BF are therefore calculated using plasma flow rate since the marker molecule is confined to the plasma volume space. Hctin and Hctout were the same as QBin and QBout.
At steady state, when Cin and Cout display equal values, IF = BF equation demonstrates that the setting provided by the physical model of zero net filtration holds true.
Cin and Cout measurements are performed in the potting region of the fiber bundle where the cross section is uniform. In fact, cross filtration does not occur at the extremes of the hemodialyzer while the configuration of the blood ports may induce artifacts in the scintigraphic intensity that must be discarded. For this reason, only the effective length of the hemodialyzer was utilized for the calculation.
Moving average was applied to the acquired data in order to detect the peak value: the scope was to make the signal smooth and eliminate possible confounding effects.
Results
All safety measures were fully utilized during the experiment and no hazards resulted from the in vitro circuit and nuclear marker utilization. Prior to the marker molecule injection, a steady state circulatory condition was achieved in all experiments. The complete set of pressure values for blood and dialysate compartments of the 2 filters, at different QB is reported in Table 2.
In Figure 2, we report the dynamic imaging sequence in the 2 hemodialyzers immediately after the injection of the marker molecule in the inflow line. The dynamic sequences clearly display the bolus of macroaggregates entering the fiber bundle and progressing through the length of the hemodialyzer. The tridimensional analysis of the imaging sequence confirmed a homogeneous cross-sectional distribution of the bolus in the fiber bundle. Considering the QB of 400 mL/min, the bolus transit time was 13.65 and 15.75 s for the 400 and 500 hemodialyzers. The images reflect the first (a) and second (b) passage of the bolus. A complete mixing of the blood with the marker molecule was achieved after 3 min as confirmed by the visual inspection and the images on the console, while images for cross filtration evaluation were acquired starting at 5 min after injection.
Dynamic imaging sequence of Theranova 400 and Theranova 500 hemodialyzers at blood flow of 400 mL/min. Image sequences display the patterns of bolus distribution and progress along the fibers just after injection. In each panel, the first 2 rows describe first passage (a), while the second 2 rows describe second passage (b). In the second passage, the more homogeneous distribution of the marker molecule becomes evident.
Dynamic imaging sequence of Theranova 400 and Theranova 500 hemodialyzers at blood flow of 400 mL/min. Image sequences display the patterns of bolus distribution and progress along the fibers just after injection. In each panel, the first 2 rows describe first passage (a), while the second 2 rows describe second passage (b). In the second passage, the more homogeneous distribution of the marker molecule becomes evident.
Figure 3 reports the images of the 2 filters recorded by the console at steady state for the 2 blood flow conditions studied. The change in color corresponds to the relative variation of the radiolabeled marker molecule activity in a numerical scale. Radioactive counts are proportional to the marker molecule concentration in blood (graphs on the right part of the figure). The images obtained for the 2 filters can be compared in terms of relative changes but not in terms of absolute values of the marker molecule concentration, since the ratio between the initial marker dose infused at the beginning of the experiment and the total priming volume of the circuit were slightly different between hemodialyzers of different dimension.
Steady state images of Theranova 400 and Theranova 500 at blood flow of 300 and 400 mL/min are reported together with the count profile provided by the console. The amplitude of the marker molecule concentration variation from the inlet to the peak value is greater at the highest blood flows in both filters. Maximum increase from initial value is achieved at the highest blood flow in the hemodialyzer with the largest surface area (Theranova 500). The return of the curve to the initial count measured at the inlet of the hemodialyzer demonstrates that no net filtration was recorded by the method. This condition was hydraulically guaranteed and served as a quality control measure to ensure the accuracy of the method.
Steady state images of Theranova 400 and Theranova 500 at blood flow of 300 and 400 mL/min are reported together with the count profile provided by the console. The amplitude of the marker molecule concentration variation from the inlet to the peak value is greater at the highest blood flows in both filters. Maximum increase from initial value is achieved at the highest blood flow in the hemodialyzer with the largest surface area (Theranova 500). The return of the curve to the initial count measured at the inlet of the hemodialyzer demonstrates that no net filtration was recorded by the method. This condition was hydraulically guaranteed and served as a quality control measure to ensure the accuracy of the method.
As shown in Figure 3, artifacts due to radioactivity accumulation in the blood ports were ignored, since they refer to segments outside the effective length of the hemodialyzer (Table 1). For the calculation of segmental transmembrane crossflow, the effective length of fibers excluding the potting was considered. The experimental setting and the sealed dialysate/blood circuit guaranteed the condition of zero net filtration. This was further confirmed by very close values of the radioactivity and marker molecule concentration at the inlet and outlet of the fiber bundle. The absence of any radioactivity in the dialysate compartment confirmed the confinement of the non-diffusible marker molecule in the blood compartment only.
In the area of the hemodialyzer where membrane cross flow is possible, radioactivity counts display significant variations due to direct and reverse transmembrane water fluxes (Fig. 3). In the proximal part, radioactive counts progressively increase reaching a peak concentration (Cmax) somewhere in the middle segment of the hemodialyzer that indicates an increase in the concentration of the marker molecule due to the direct filtration of plasma water from blood into dialysate. Then, a significant decrease of radioactive counts is observed in the distal part of the fiber bundle reaching at the outlet almost the same level as that of the inlet. This indicates a dilution of the marker molecule due to BF of dialysate into the blood. The variations in concentration of the marker molecule are due to the local transmembrane cross flow of plasma water through the membrane in both directions. For each filter, at higher QB, the peak concentration tends to move slightly toward the distal part of the hemodialyzer. For Theranova 400, concentration peaked at 53.41% at QB = 300 mL/min, while 56.25% at 400 mL/min. For Theranova 500, the peak was at 55.68% of the fiber length for QB of 300 mL/min vs. 58.52% at 400 mL/min.
IF calculated by the equations described in the Method section are reported in Table 2. For both filters, higher QB led to higher amounts of IF. For Theranova 400, IF was 29.69 mL/min at a QB of 300 mL/min, while it was 41.62 mL/min at a QB of 400 mL/min. For Theranova 500, IF were 31.57 and 53.11 mL/min at QB of 300 and 400 mL/min respectively. IF proportionally increased with QB and hemodialyzer surface area with a greater impact of QB.
Discussion
In spite of remarkable technical and clinical improvements, long-term outcomes of patients undergoing chronic HD are still suboptimal with a high rate of hospitalization and mortality. Such results are partly due to the ever-changing case mix with a continuous increase of older and sicker population. Nevertheless, we may recognize important limitations of current dialysis technology that appears to be incapable of achieving adequate blood purification from several identified uremic toxins [1-6, 34-36]. Continuous innovation and research are therefore needed to improve quality of care and to find solutions for unmet clinical needs [37, 38].
The demonstration that specific complications are related to the accumulation of defined retention solutes, the awareness that current dialysis membranes are inadequate to achieve the desired clearances of such solutes, and the desire to improve ESKD patient outcomes have spurred remarkable interest in developing and testing newer dialysis membranes [19, 37].
The new MCO membrane is characterized by an innovative permeability profile [39]. This presents a high retention onset, that is, a sieving value of 0.9 for solutes with MW in the range of 11KDa and a cut-off value (where the sieving value is 0.1) for MW close but lower than that of albumin. This innovative profile has been reported to guarantee an excellent clearance of medium-large MW solutes compared to standard high-flux membranes while preventing significant losses of albumin as in the case of high cut-off membranes [20, 22, 38].
High-flux membranes are applied in HFD or HDF where convection represents an important transport mechanism in addition to diffusion, to improve the removal of medium-large MW solutes. In HDF, convective transport is obtained by high ultrafiltration rates, exceeding the amount of fluid removal required by the patient [40]. Desired fluid balance is obtained by the reinfusion of commercial or online prepared solutions. In HFD, convection is achieved inside the dialyzer by a mechanism of IF, which is masked by a relative amount of BF so that no reinfusion is needed, while net ultrafiltration and patient weight loss are governed by the equipment [24].
IF cannot be measured directly during dialysis and it must be estimated based on theoretical or experimental models. In previous studies, we evaluated several hollow fiber hemodialyzers with high-flux membranes of different surface areas [26, 28-31]. For a surface area of 1.8 m2 (equivalent to Theranova 400), we directly measured a value of IF in the range of 20–25 mL/min at QB between 250 and 350 mL/min. IF values increased per m2 in case of experimental hemodialyzers with membranes of higher hydraulic permeability, modified hemodialyzer design, or reduced inner diameter of hollow fibers [31]. These values were slightly overestimated by the use of blood flow instead of plasma flow. The Theranova hemodialyzers studied in our experiments combine some of those characteristics with the intent to increase IF, so we would expect much higher values. In particular, the reduced inner diameter of the fibers in conjunction with the hydraulic permeability of the membrane and the shape of the hemodialyzer suggest that IF should be enhanced. We originally conducted a theoretical analysis on Theranova hemodialyzers based on reported technical data and we developed different mathematical models to estimate IF [41]. The results of the experimental scintigraphic analysis confirmed the values of IF previously estimated by the mathematical method recently published [41] for both hemodialyzers at QB of 300 mL/min. In particular, the mathematical method and the scintigraphic one differ by 2.01 mL/min (27.68 vs. 29.69 mL/min) and by 0.51 mL/min (31.06 vs. 31.57 mL/min) for Theranova 400 and Theranova 500 respectively. On the contrary, the mathematical model underestimates the IF at 400 mL/min of QB in comparison with the scintigraphic method: for Theranova 400, the difference is 9.77 mL/min (31.85 vs. 41.62 mL/min), while for Theranova 500, the difference is 20.14 mL/min (32.97 vs. 53.11 mL/min). Therefore, while the mathematical model displays a remarkable accuracy at QB of 300 mL/min, a correction factor should be introduced in the estimation equation when higher blood flows are utilized.
Regardless of minimal differences between the mathematical estimation and the direct experimental measurement, the IF values of Theranova hemodialyzers appear significantly higher than those of any other hemodialyzer previously studied.
The combination of the MCO membrane sieving profile and the high IF rates permits the possibility to perform a new form of therapy-defined HDx [22]. This extracorporeal technique has the potential to remove medium-large MW solutes with greater efficiency compared to other forms of treatments. In the presence of increased sieving values for molecules such as β-2 microglobulin or FLC, high clearances are achieved by an optimal product between filtration rates and sieving values [17]. The fiber length and inner diameter are essential elements to optimize the mechanism of IF/BF. This mechanism, although invisible, makes it possible to achieve significant amount of convection inside the dialyzer where filtration takes place in the proximal part and BF compensates in the distal part. The ultrafiltration control system of the dialysis machine regulates the process and provides the exact amount of net filtration required for the scheduled weight loss of the patient. Initial reports of clinical application of MCO membrane and HDx therapy demonstrated encouraging results and are now under evaluation in larger and articulated clinical trials. Our study offers the possibility to understand the mechanism on the basis of HDx therapy and enables clinicians to quantify the convective transport occurring internally in the hemodialyzers. In the future, this parameter may become useful to personalize treatment prescription and to propose individual parameters in the setting of the dialysis equipment. Last but not least, the IF/BF mechanism does not require complicated fluid balance calculation or complex equipment but can be performed like any other ultrafiltration-controlled dialysis technique.
Disclosure Statement
The authors declare that they have no conflicts of interests to disclose.