Kantola T, Mäklin S, Koivusalo AM, Räsänen P, Rissanen A, Roine R, Sintonen H, Höckerstedt K, Isoniemi H. Cost-utility of molecular adsorbent recirculating system treatment in acute liver failure. World J Gastroenterol 2010; 16(18): 2227-2234
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Dr. Taru Kantola, MD, Department of Anesthesiology and Intensive Care Medicine, Surgical Hospital of Helsinki, Helsinki University Hospital, Kasarminkatu 11-13, PO Box 263, FIN-0029 HUCH, Helsinki, Finland. firstname.lastname@example.org
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Cost-utility of molecular adsorbent recirculating system treatment in acute liver failure
Taru Kantola, Suvi Mäklin, Anna-Maria Koivusalo, Pirjo Räsänen, Anne Rissanen, Risto Roine, Harri Sintonen, Krister Höckerstedt, Helena Isoniemi
Taru Kantola, Anna-Maria Koivusalo, Department of Anesthesiology and Intensive Care Medicine, Surgical Hospital of Helsinki, Helsinki University Hospital, PO Box 263, FIN-00029 HUCH, Helsinki, Finland
Suvi Mäklin, Pirjo Räsänen, Finnish Office for Health Technology Assessment at the National Institute for Health and Welfare, PO Box 30, FI-00271 Helsinki, Finland
Anne Rissanen, Risto Roine, Helsinki and Uusimaa Hospital Group, Group Administration, PO Box 705, 00029 HUS, Helsinki, Finland
Harri Sintonen, Department of Health Economics, University of Helsinki, Department of Public Health and Finnish Office for Health Technology Assessment, PO Box 41, 00014 University of Helsinki, Helsinki, Finland
Krister Höckerstedt, Department of Surgery, Transplantation and Liver Surgery Clinic, Helsinki University Hospital, PO Box 263, FIN-00029 HUCH, Helsinki, Finland
Helena Isoniemi, Transplantation and Liver Surgery Clinic, Helsinki University Hospital, PO Box 263, FIN-00029 HUCH, Helsinki, Finland
ORCID number: $[AuthorORCIDs]
Author contributions: All authors designed the research; Kantola T, Koivusalo AM, Rissanen A, Mäklin S and Rissanen A performed the research; Sintonen H and Roine R provided the analytical tools applied in the study; Kantola T, Mäklin S and Räsänen P analyzed the data; Kantola T and Mäklin S wrote the paper.
Supported by Scientific grants from the Helsinki University Central Hospital Research Fund (EVO) and the Finnish Office for Health Technology Assessment
Correspondence to: Dr. Taru Kantola, MD, Department of Anesthesiology and Intensive Care Medicine, Surgical Hospital of Helsinki, Helsinki University Hospital, Kasarminkatu 11-13, PO Box 263, FIN-0029 HUCH, Helsinki, Finland. email@example.com
Telephone: +358-9-4711 Fax: +358-9-654294
Received: December 23, 2009 Revised: January 27, 2010 Accepted: February 4, 2010 Published online: May 14, 2010
AIM: To determine the short-term cost-utility of molecular adsorbent recirculating system (MARS) treatment in acute liver failure (ALF).
METHODS: A controlled retrospective study was conducted with 90 ALF patients treated with MARS from 2001 to 2005. Comparisons were made with a historical control group of 17 ALF patients treated from 2000 to 2001 in the same intensive care unit (ICU) specializing in liver diseases. The 3-year outcomes and number of liver transplantations were recorded. All direct liver disease-related medical expenses from 6 mo before to 3 years after ICU treatment were determined for 31 MARS patients and 16 control patients. The health-related quality of life (HRQoL) before MARS treatment was estimated by a panel of ICU doctors and after MARS using a mailed 15D (15-dimensional generic health-related quality of life instrument) questionnaire. The HRQoL, cost, and survival data were combined and the incremental cost/quality-adjusted life years (QALYs) was calculated.
RESULTS: In surviving ALF patients, the health-related quality of life after treatmeant was generally high and comparable to the age- and gender-matched general Finnish population. Compared to the controls, the average cost per QALY was considerably lower in the MARS group (64 732€vs 133 858€) within a timeframe of 3.5 years. The incremental cost of standard medical treatment alone compared to MARS was 10 928€, and the incremental number of QALYs gained by MARS was 0.66.
CONCLUSION: MARS treatment combined with standard medical treatment for ALF in an ICU setting is more cost-effective than standard medical treatment alone.
Citation: Kantola T, Mäklin S, Koivusalo AM, Räsänen P, Rissanen A, Roine R, Sintonen H, Höckerstedt K, Isoniemi H. Cost-utility of molecular adsorbent recirculating system treatment in acute liver failure. World J Gastroenterol 2010; 16(18): 2227-2234
Since its introduction in 1993[1,2], the molecular adsorbent recirculating system (MARS) has been used in the treatment of both acute liver failure (ALF) and acute-on-chronic liver failure (AOCLF). The MARS device is an extracorporeal albumin dialysis apparatus that removes both albumin-bound and water-soluble toxins from the patient’s blood, enabling native liver regeneration and allowing time to locate a suitable organ for liver transplantation (Ltx)[3-5].
Numerous studies have documented the favorable effects of MARS treatment on clinical and laboratory parameters[4,6-9] and survival[10-13]. However, only three small non-randomized studies[14-16] have focused on the cost-utility of MARS treatment in AOCLF and the health-related quality of life (HRQoL) of MARS-treated AOCLF patients. Currently, there are no studies on the HRQoL or cost-utility of MARS treatment in ALF patients.
In assessing therapy utility, the subjective feelings of the patient should be taken into account in addition to health benefits (e.g. survival) and cost. To ensure that limited resources are utilized in an ethical manner, the impact of a given treatment on the future HRQoL of the patient must be considered. The effectiveness of a given treatment should be assessed by considering the treatment’s impact on both the length and quality of life, which can be combined into the measure quality-adjusted life years (QALYs). In the cost-utility analysis, the QALYs gained by a given treatment are used as the measuring units of efficacy. Thus, the QALYs and cost/QALY-ratios can be used to compare the different treatments in terms of length of life and quality of life. Currently, there is no consensus as to how much a QALY gained can cost, but a 50 000€ threshold has been suggested.
The aim of this study was to determine the short-term (3.5 years) cost-utility of MARS treatment in ALF patients.
MATERIALS AND METHODS
This study included 90 ALF patients treated with MARS from May 2001 to October 2005 and a historical control group of 17 consecutive ALF patients treated from March 2000 to April 2001. ALF was defined as a rapid deterioration of hepatic synthetic function with or without encephalopathy and no previous history of liver disease.
All patients were treated in the same intensive care unit (ICU) specializing in liver disease at the Helsinki University Hospital and according to the same main principles of standard medical therapy (SMT). The SMT in our ICU and the operational principles of the MARS device were reported previously[3-5]. Our liver ICU is the only Ltx center in Finland, and all critical ALF patients are referred to our unit for treatment and transplantation evaluation. The indications for MARS treatment and the treatment protocols are summarized in Table 1. The 3-year survival and the need for Ltx were determined in all patients.
Table 1 MARS treatment protocols for acute liver failure in Finland.
MARS treatment initiation criteria
Acute liver failure
Rapid deterioration of hepatic synthetic function and clinical condition despite conservative standard medical therapy
22-h sessions daily until:
And one of the following criteria:
(1) Native liver recovers
(1) Ingestion of a lethal dose of a known hepatotoxin (e.g. Amanita, paracetamol)
(2) Suitable transplant organ is found
(2) The patient fulfills the criteria for highly urgent liver transplantation
(3) Irreversible multi-organ damage occurs
MARS: Molecular adsorbent recirculating system.
In the cost-utility analysis, effectiveness was measured as QALYs gained. The costs and outcomes of MARS treatment were compared with those of SMT in the control group over a 3-year time horizon from the perspective of the health care provider. For this comparison, a deterministic decision model was developed using TreeAge Pro HealthCare software (TreeAge, Williamstown, MA, USA). The model was used to combine the data on costs and effectiveness and to incorporate data variability and uncertainty into the analysis (Figure 1). The pathways presented in Figure 1 are mutually exclusive sequences of events, and the expected values are based on the pathway values weighted by the pathway probabilities. The probabilities show the proportion of the patient cohort that is expected to experience the event at any particular point in the tree.
Figure 1 A deterministic decision model.
In both treatment arms, the patient cohort was divided based on contraindication vs no contraindication to liver transplantation (Ltx) and then on the basis of Ltx vs no-Ltx. The “survive 3y” branches include all patients who survived at least three years after the first treatment, and the “death” branches include all patients who died within those three years. The pathway probabilities i.e. the proportion of the cohort that is expected to experience the event, are shown under each branch and were calculated based on real patient data. MARS: Molecular adsorbent recirculating system; QALY: Quality-adjusted life year.
The incremental cost-effectiveness ratio (ICER) was determined by dividing the difference in costs by the difference in QALYs. Both costs and QALYs were discounted 5% as currently recommended in the Finnish guidelines for pharmacoeconomic evaluation. The base-case analysis estimated the cost-effectiveness based on the mean values from the data in the simplified model structure. The effect of model input parameter uncertainty on the results was tested in a one-way and probabilistic sensitivity analysis.
From the year 2000 onwards, the Helsinki University Central Hospital district began to use the clinical patient-administration database Ecomed® for registering all treatment costs. In this study all direct medical costs were obtained from the Ecomed®-database (Datawell Ltd., Espoo, Finland). The total costs included all relevant liver disease-related expenses incurred at the Helsinki University Hospital. All costs incurred between 6 mo before the first MARS treatment (or liver ICU admission in the control group) and 3 years after the treatment were included. Complete cost data were available only for those patients who were living (31 MARS and 16 control patients) and received all hospital care in the catchment area of the Helsinki and Uusimaa Hospital District. Therefore, patients referred from outside the catchment were excluded from the cost analysis. Direct non-medical costs (transportation, domestic help, productivity costs due to absences from work, etc.) were not included. The mean total cost within the specified time period was used in the base-case analysis. All costs in Euros were inflated to the 2006 price level.
The HRQoL was measured by the 15D (15-dimensional generic health-related quality of life instrument)[19-21], which is a generic, self-administered questionnaire for adults using criteria related to 15 dimensions: moving, seeing, hearing, breathing, sleeping, eating, speech, eliminating, usual activities, mental function, discomfort and symptoms, depression, distress, vitality, and sexual activity. For each dimension, the patient chooses one of five levels that best describes his/her current state of health. A set of utility weights is used to generate a single index number, the 15D score, which ranges from 0 to 1 (1 = full health, 0 = dead). For most of the important properties (i.e. reliability, content validity, discriminatory power, and responsiveness to change), the 15D is at least equal to other similar HRQoL instruments, such as the EQ-5D, SF-6D, HUI3, and AqoL[19-21,23-25].
Most ALF patients admitted to our liver ICU are seriously ill and encephalopathic, if not unconscious, and thus unable to fill out the HRQoL questionnaires. Therefore, we used expert opinion to assess the pre-treatment HRQoL. Three ICU doctors separately and retrospectively estimated the HRQoL of 30 ALF patients using the 15D instrument and the patients’ clinical documents. All patients were divided into five groups according to their pre-treatment encephalopathy grade, which was represented as a number from 0 to 4. The HRQoL was assessed in all patients who were conscious and not intubated. The HRQoL was evaluated for six randomly selected non-intubated patients from each encephalopathy grade 0-3, and their average 15D score was assumed to represent the approximate HRQoL of the entire group (Table 2). Unconscious and intubated patients, which included some encephalopathy grade 3 patients and all encephalopathy grade 4 patients, received a 15D score of 0.0162.
Table 2 Mean pre-treatment 15D scores in different encephalopathy grade groups (mean ± SD).
Pre-treatment encephalopathy grade
0.532 ± 0.151
0.461 ± 0.188
0.403 ± 0.177
0.079 ± 0.077
The average age-matched 15D score of the Finnish population is 0.92, and the standardized 15D score for unconscious/intubated patients is 0.016.
In July 2007, the 15D questionnaire was sent to the 68 MARS-treated ALF patients who were still alive (one patient was not found). Two reminder letters were sent to those who did not return the first questionnaire. In total, 79% (54/68) completed the post-treatment 15D questionnaire; 37% of these patients (20/54) had undergone Ltx. At the time of the survey, the time elapsed after the first MARS treatment varied among individual patients (median 49 mo, range 22-72 mo). Thus, a 15D score 3 years after the first MARS treatment was individually estimated for each patient using linear regression analysis with the patient’s age, time since MARS treatment, and the etiology of liver failure as explanatory variables.
The mean 15D scores and resulting QALYs were calculated separately for each pathway in the decision tree (Figure 1). For patients who died within the time horizon, QALYs were calculated based on survival, assuming the 15D score declined linearly from the baseline value to zero at the time of death.
The effect that model parameter uncertainty had on the results was examined first in a one-way analysis and further in a probabilistic sensitivity analysis. In the one-way sensitivity analysis, the discount rate, the mean cost and QALYs of both the MARS and control groups, the probability of Ltx, and survival rates varied. For the probabilistic sensitivity analysis, probability distributions for tree probabilities, cost, and utility input parameters were estimated. The results of the probabilistic sensitivity analysis are presented as a cost-effectiveness acceptability curve (Figure 2). Probability and utility values are represented by beta distributions (limiting values between 0 and 1 for utility values), the parameters of which were estimated from the patient data. For cost estimates, a gamma distribution was determined. Because the actual patient level cost data were limited, regression analysis was used to estimate costs for all patients. Sex, Ltx and its contraindication, and the number of MARS treatments received were used as explanatory variables in the regression analysis.
Figure 2 The cost-effectiveness acceptability curve for MARS vs standard medical therapy in the historical control group in acute liver failure.
All data were analyzed using SPSS for Windows version 15.0 (SPSS, Inc., Chicago, IL, USA). The Wilcoxon signed-rank test, the Mann-Whitney U-test, Pearson’s χ2, and Fisher’s exact tests were used when appropriate. P≤ 0.05 was considered significant, and a ≥ 0.03 (absolute value) difference in the HRQoL scores was considered clinically important.
Characteristics of the study population
The demographic and clinical characteristics of the MARS-treated and control ALF patients did not differ significantly, with the exception of a need for vasoactive infusion (Table 3). The grade of encephalopathy before treatment was also comparable between the two groups. The etiological distribution of ALF patients differed between the groups (P = 0.002). Control patients had mostly ALF of unknown etiology (65%), whereas the majority of MARS-treated patients (57%) had ALF due to known toxicity (e.g. paracetamol or other drugs).
Table 3 Baseline data for the MARS and control groups.
Historical control group
Pre-treatment demographic & clinical data
Number of patients
Body mass index (kg/m2)
Vasoactive infusion used
Mean encephalopathy grade
1.7 ± 1.6
2.1 ± 1.7
Contra-indication to Ltx prior to treatment
Became untransplantable during treatment
Number of transplanted patients
Pre-treatment key laboratory values
Platelets (× 109/L)
NH4 ion (μmol/L)
All values are expressed as median (range) or as number of patients (%). Hepatic encephalopathy grade is presented as mean ± SD. MELD score: Mean end-stage liver disease score; Ltx: Liver transplantation; FV: Coagulation factor V.
Outcome and 3-year survival
The percentage of transplanted patients was lower (29% vs 47%, P = 0.14), and the percentage of patients who survived 3 years after treatment was higher (78% vs 41%, P = 0.002) in the MARS-treated group compared to controls. A similar survival benefit favoring MARS treatment compared to controls was noted in both transplanted (92% vs 63%, P = 0.072) and non-transplanted patients (72% vs 22%, P = 0.006).
The total mean direct medical costs related to liver disease were 79 745€ for the MARS group and 105 820€ for the controls (Table 4). The total mean direct medical costs for transplanted and non-transplanted MARS and control patients are shown in Figure 3 and the expected costs weighted by the pathway probabilities are shown in Table 5.
Figure 3 The 3.
5-year mean overall direct medical costs per patient in the MARS and control groups. ALF: Acute liver failure.
Table 4 The survival, cost, and HRQoL data of MARS-treated and control patients.
Subgroups according to outcome
All ALF patients
Alive at 3 yr
Contraindication to Ltx
Alive at 3 yr
No contraindication - no Ltx
Alive at 3 yr
Alive at 3 yr
All ALF patients
Contraindication to Ltx
No contraindication - no Ltx
Alive at 3 yr
Alive at 3 yr
HRQoL: Health-related quality of life; ALF: Acute liver failure.
SMT: Standard medical therapy; QALY: Quality-adjusted life year.
In all patient groups, most of the costs were incurred within a year of the first MARS or standard medical treatment. The costs during the second and third years were negligible. In all groups, the highest costs were observed in transplanted patients.
HRQoL and QALYs
The pre- and post-treatment 15D scores are shown in Figure 4 and Table 4. The estimated HRQoL for all patients prior to treatment was very low compared to an age-standardized reference population in Finland (0.30 vs 0.92). The highest post-treatment 15D scores were observed in MARS-treated patients who did not have a contraindication to Ltx and recovered without transplantation. The same patients also experienced the highest mean number of QALYs (2.00, within the 3-year follow-up). The groups with the smallest mean number of QALYs were patients with a contraindication to Ltx and those who died within 3 years of treatment.
Figure 4 The 15D-score before and 3 years after MARS treatment.
HRQoL: Health-related quality of life.
In the base-case analysis, the MARS group strongly dominated the control group receiving only SMT; MARS treatment was both less costly and more effective than SMT in ALF patients (Table 5). Using the 3-year time horizon, the expected outcome of MARS patients was 1.44 QALYs and the expected costs were 93 214€. The corresponding figures for the controls were 0.78 and 104 142€, respectively. Compared to MARS, the incremental cost of SMT in the control group was 10 928€. The incremental number of QALYs gained by MARS was 0.66.
MARS remained the dominant strategy throughout most of the one-way sensitivity analyses. Neither increasing the proportion of patients with a contraindication to Ltx in the MARS group nor varying the survival rates of patients after Ltx or MARS-treated patients with a contraindication, mitigated the dominance of MARS treatment. MARS also remained the dominant strategy throughout QALY estimate variation in the one-way sensitivity analysis. Using a discount rate of 0%, 3%, or 5% did not eliminate the dominance.
The results were more sensitive to variation in the cost estimates. In the one-way sensitivity analysis, increasing the costs for MARS-treated patients who had no contraindication and survived three years with Ltx removed the dominance of MARS and resulted in an ICER of 63 206€ per QALY gained.
The proportion of liver disease with unknown etiology was significantly higher in the control group (P = 0.002), which can lead to a higher probability of Ltx. We varied the probability of Ltx in the MARS group from 0.89 (observed in controls) to 0.36 (observed in the MARS-treated group); throughout which, MARS remained the more effective alternative. However, when the probability of Ltx in the MARS group was increased to 0.42 or higher, the expected cost of MARS exceeded that of the control group receiving SMT, and its dominance was eliminated. When the probability of Ltx in the MARS group was set to the same level as the control group (0.89), the ICER was 98 686€ per QALY gained.
The cost-effectiveness acceptability curve (Figure 2) of MARS vs controls showed the probability that MARS is cost-effective given a range of willingness-to-pay thresholds per QALY gained. If the decision-maker is willing to pay 50 000€ per QALY, the probability of MARS being cost-effective is 78%. Furthermore, the probability of MARS being cost-effective is 95% if the willingness-to-pay threshold is 200 000€ per QALY.
To our knowledge, there are no previous studies evaluating the cost-utility of MARS treatment in ALF patients. We found that MARS treatment was both less costly and more effective than SMT in ALF. Compared to the controls, the average cost per QALY was significantly lower in the MARS group (64 732€vs 133 858€), mainly due to the significantly higher 3-year overall survival rate and fewer transplantations in the MARS group.
The average overall 3.5-year costs associated with the treatment of ALF were substantial with or without MARS treatment due to the long ICU stay and, in some cases, Ltx costs. The fewer Ltx in the MARS group resulted in reduced overall average costs compared to conservative treatment. Because the costs associated with the Ltx procedure are high, any intervention that decreases the number of transplantations is bound to have a profound effect on the total expense.
As reported previously[28,29], we found that, even though the HRQoL of surviving transplanted patients was generally very good, it was still somewhat lower than that of a person in the age-standardized general population (0.84 vs 0.92). In ALF patients who recovered without Ltx, the HRQoL after treatment was similar to that of the age-standardized Finnish reference population (0.93 vs 0.92).
Only a handful of HRQoL and cost-effectiveness studies have been completed on MARS patients, and all have been limited to AOCLF patients treated in the same center[14-16]. Until now, MARS-treated ALF patients have not been evaluated in terms of total cost and QALYs, possibly owing to the rarity of the condition, which makes it difficult to enroll enough patients for statistical analysis. Furthermore, comparing results from different studies can be difficult because transplant organ availability varies, and centers may have different criteria for MARS treatment. In addition, the heterogeneity of the etiology of ALF in different countries markedly affects survival rates and the percentage of patients who may experience native liver recovery[30,31].
The most recent cost-utility evaluation of MARS treatment included 79 alcohol-related AOCLF patients; their 3-year survival was 52% with mean direct medical costs of 40 032€ and an ICER of 31 448€ per life-year gained. However, transplanted patients and those with serious co-morbidities were excluded from this analysis, which had a huge impact on the total costs. Another study focused on the impact of MARS treatment on the hospitalization costs and 1-year survival of cirrhotic AOCLF patients; the in-hospital cost for surviving MARS-treated patients was $32 036, $4000 less than in the control group.
The main limitation of this study was the nonrandomized design. Also, due to patient incapacitation, the pre-treatment HRQoL was retrospectively assessed by an expert panel rather than by the patients themselves. Studies have shown that the subjective feelings of a patient, such as pain or HRQoL, are usually misjudged or underestimated by the attending doctors, other treatment staff, or even close relatives[33,34]. Another factor affecting the positive outcomes of MARS-treated ALF patients in this study was the uneven distribution of liver failure etiologies between treatment groups. The prognosis and need for Ltx is strongly related to the underlying cause of ALF; the MARS treatment group was at an advantage in that it included many patients with a good prognosis compared to controls. This predisposition must be taken into account when interpreting the results of this study. The sensitivity analysis was used to estimate the effect of this bias, and it seems that even if both the MARS and control groups had a similar distribution of etiologies, MARS treatment would remain the more effective strategy, although more expensive in terms of total cost.
One must bear in mind that this study dealt with a 3.5-year time window, thus severely underestimating the QALYs to be gained over the remaining lifetime. Alternatively, we could have extrapolated the expected lifetime costs and outcomes; however, this would have necessitated further assumptions and resulted in greater uncertainty.
In conclusion, cost-utility analysis found that MARS treatment plus SMT is both less costly and more effective than SMT alone in ALF patients. Although some uncertainty exists in the model input parameters, probabilistic sensitivity analysis showed that the probability of MARS being cost-effective is higher than that of SMT alone.
The molecular adsorbent recirculating system (MARS) device is an extracorporeal albumin dialysis apparatus which can be used to treat liver failure patients. MARS removes both albumin-bound and water-soluble toxins from the patient’s blood, enabling native liver regeneration and allowing time to locate a suitable organ for liver transplantation. Numerous studies have documented the favorable effects of MARS treatment on clinical and laboratory parameters and survival. However, only a few small non-randomized studies have focused on the cost-utility of MARS treatment in patients with acute-on-chronic liver failure.
The cost-utility of the MARS treatment and its impact on the health-related quality of life in acute liver failure patients has never been investigated previously.
Innovations and breakthroughs
The results from the current study suggest that MARS treatment is both less costly and more effective than standard medical therapy in the treatment of acute liver failure patients. Compared to the controls, the average cost per quality-adjusted life year (QALY) was significantly lower in the MARS group, mainly due to the significantly higher 3-year overall survival rate and fewer transplantations in the MARS group. The authors also found that in MARS-treated acute liver failure patients who recovered without liver transplantation, the health-related quality of life after treatment was similar to that of the age-standardized Finnish reference population.
The cost-utility analysis suggests that MARS treatment plus standard medical therapy is both less costly and more effective than standard medical therapy alone in acute liver failure patients. Therefore, the additional costs which are associated with the use of the MARS machine seem justifiable in this patient group.
This paper deals with the important topic of the cost-utility of molecular adsorbent recirculating system treatment in acute liver failure. The report is concise and informative.
Peer reviewer: Hon-Yi Shi, PhD, Associate Professor, Graduate Institute of Healthcare Administration, Kaohsiung Medical University, 100, Shih-Chuan 1st Road, San Ming District, Kaohsiung 807, Taiwan, China
S- Editor Wang YR L- Editor Webster JR E- Editor Lin YP
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