Manufacturer’s Model Structure
For infantile-presentation patients, a survival model was used based on the prognosis in infantile-presentation patients as observed in the natural history study, LAL-1-NH01 (Jones et al. 2016),2 with median age at death of 3.7 months (including those patients who received hematopoietic stem cell transplant []).
The model was structured as a Markov health state transition model. A lifetime horizon was used, and a monthly cycle length was chosen in order to reflect the timing of mortality (and associated neonatal intensive care) over the first 24 months of life. A half-cycle correction was applied in the first and last cycles of the model, to reflect transitions occurring throughout the cycle (i.e., as opposed to at the end of the cycle).
Additional health states were included in the model to account for intensive care medical resource utilization for patients who proceed to LAL deficiency-related death, and quality of life and background mortality in patients who do not proceed to LAL deficiency-related death. For neonatal intensive care, patients were assumed to spend a month in this state prior to LAL deficiency-related death; in sensitivity analysis, the length of time in neonatal intensive care was extended. The manufacturer assumed that patients surviving beyond 24 months take on general-population quality-of-life norms (based on UK values from Szende et al. [2014],7 as none are available for Canada) and survival (based on Canadian life tables from Statistics Canada [2017]).12
Transition probabilities in the model for infantile-presentation patients include (i) the monthly mortality risk from LAL deficiency-related causes and (ii) the monthly mortality risk from background (i.e., non–LAL deficiency-related) causes. Monthly background mortality rates are modelled based on Canadian life tables available from Statistics Canada (2017).12 The monthly mortality risk from LAL deficiency-related causes is based on survival observed in the natural history study LAL-1-NH01 and the VITAL study, as reported in Jones et al. (2017).4 Based on the observed mortality rates for infantile-presentation LAL deficiency patients aged 0 to 24 months, parametric survival modelling was also conducted to predict mortality risk for treated and untreated patients. Predicted survival was estimated under various assumptions regarding the survival distribution, including exponential (i.e., constant hazard function), Weibull and Gompertz (i.e., accelerated failure time with monotonic hazard functions), and log-normal (i.e., accelerated failure time with non-monotonic hazard function).3
For pediatric/adult-presentation patients, a model of liver disease progression was used. The manufacturer acknowledged that, while LAL deficiency threatens multiple vital organ systems including the liver, heart, spleen, and gastrointestinal tract, liver disease outcomes were focused on in the model, as they frequently occur early in the disease process, may have severe impact on quality of life and survival, and cannot be addressed with current supportive care.3 Therefore, the economic model focused on the hepatic aspect of LAL deficiency: the progression from hepatic fibrosis to compensated cirrhosis, decompensated cirrhosis, and hepatocellular carcinoma, with the potential for liver transplantation ().
The manufacturer considered that non-alcoholic fatty liver disease, which involves deposition of fat (steatosis) in the liver due to causes other than excessive alcohol use, or its progressive form, non-alcoholic steatohepatitis (NASH), might be the best disease analogue for LAL deficiency.3 The manufacturer obtained confirmation from clinical experts who indicated that NASH is the most appropriate disease analogue, and that disease progression up to the point of cirrhosis would likely differ in LAL deficiency versus NASH, but from the point of cirrhosis onwards, it would likely be similar.
As such, in the cost-effectiveness analysis of sebelipase alfa for LAL deficiency, the model structure for advanced liver disease health states was derived from the consensus in NASH cost-utility studies.3 In addition, the fibrosis state included in such studies is expanded to reflect the METAVIR fibrosis stages (i.e., F0 to F4) to capture the impact of treatment on timing of progression to advanced liver disease states.
The model was structured as a Markov health state transition model. A lifetime horizon was used, and an annual cycle length was chosen, consistent with other models of NASH. A half-cycle correction was applied in the first and last cycles of the model, to reflect transitions occurring throughout the cycle (i.e., as opposed to at the end of the cycle). Background mortality rates were modelled based on Canadian life tables available from Statistics Canada (2017).12 Age at baseline was assumed to be 11 years of age and was based on (i) the mean age of onset reported in Bernstein et al. (2013)8 of 5 years, plus (ii) the time between mean age of onset and age of diagnosis reported in Burton et al. (2015) of 6 years.5
The manufacturer calculated the fibrosis progression rate (FPR) as reflecting the average number of fibrosis stages progressed per year, and used the FPR to model patient transitions between stages on the F0 to F4 range. The FPR for pediatric/adult presentation LAL deficiency was calculated based on biopsy data from the ARISE trial, Bernstein et al. (2013),8 and Burton et al. (2015).5 In order to parametrize transitions to advanced liver disease, estimates of transition probabilities from Crossan et al. (2015)9 and a systematic literature review performed by the UK’s National Health Service National Institute for Health Research, were considered.3
Table 11Data Sources
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Data Input | Description of Data Source | Comment |
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Efficacy Natural History | For infantile-presentation patients:
Sebelipase alfa: based on survival data from the LAL-CL03 study (VITAL, Jones et al. [2017]). 4BSC: based on the natural history study LAL-1-NH01. 2
For pediatric/adult-presentation patients:
Sebelipase alfa: based on liver biopsy data from LAL-CL02, a 20-week randomized, double-blind, placebo-controlled study (ARISE, Burton et al. [2015]). 5BSC: based on pre-randomization liver biopsy data from the ARISE study. 5
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The clinical trial of sebelipase alfa in infantile presentation of LAL-D (VITAL) was a non-comparative trial and may be subject to bias. Use of separate sources of data for sebelipase alfa and BSC is biasing the results in favour of sebelipase alfa. Data from the 20-week randomized phase of ARISE is not considered long enough to determine whether liver disease had not progressed while on sebelipase alfa.
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Utilities | Derived from a published systematic review and cost-effectiveness evaluation of non-invasive methods for assessment and monitoring of liver fibrosis and cirrhosis in patients with chronic liver disease by Crossan et al.(2015).9 The utility value for patients 0 to 17 years was assumed to be the midpoint of perfect health (i.e., 1.000) and the age 18 to 24 years value from the publication by Szende et al. (2013).7 |
The utility values for the mild hepatitis C patients came from patients who entered into a randomized controlled trial whereas utility values for the moderate and cirrhotic disease stages came from an observational study. The validity of this approach for patients aged less than 6 months is uncertain.
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Adverse Events | Adverse events were not included in the economic evaluation. | Manufacturer reported that sebelipase alfa is generally well tolerated.3 |
Mortality | For infantile-presentation patients: The monthly mortality risk from LAL-D-related causes is based on survival observed in the natural history study LAL-1-NH01 and the LAL-CL03 study, as reported in Jones et al. (2016, 2017).2,4 | Appropriate based on feedback from clinical expert. |
Costs and Resource Use |
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Drug | Manufacturer-submitted price. | Appropriate. |
Administration | Unit costs for treatments including procedures and monitoring visits were based on Ontario physician services schedule of benefits. | Appropriate. |
Disease Management | Cost of a month of neonatal intensive care was calculated based on estimates from the Canadian Institute for Health Information (2016).3 For pediatric/adult presentation, estimates of annual costs of relevant NASH health states from Zhang et al. (2015),10 a Canadian cost-effectiveness analysis of NASH screening that calculated annual health care costs by liver disease health states in 2013 C$.10 | Appropriate. |
BSC = best supportive care; LAL-D = lysosomal acid lipase deficiency; NASH = non-alcoholic steatohepatitis.
Table 12Manufacturer’s Key Assumptions
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Assumption | Comment |
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Quality of life is binary in the first 24 months of life (i.e., 1 = survival, 0 = death). | Appropriate. No measures of health-related quality of life are available for patients in this age range. The impact of a health utility decrement of 0.50 for this age range was tested in sensitivity analysis.3 |
Survival rates in the LAL-1-NH01 and VITAL studies, for untreated and treated infantile-presentation patients, respectively, are representative of survival rates for Canadian patients.2–4 | Appropriate due to the lack of Canadian data. |
Surviving beyond the first 24 months of life experience general-population quality of life and survival.3 | Uncertain. The duration of the available clinical trials for sebelipase alfa are very short to determine if treatment effect can be maintained over time. |
General-population quality of life matches that for the UK, reported in Szende et al. (2014).3,7 | Appropriate No population norms for the EQ-5D are available for Canada. |
Patients proceeding to LAL-D-related mortality experience one month of intensive care prior to death.3 | Appropriate as per clinical expert feedback. |
NASH is the most appropriate analogue disease to pediatric-/adult-presentation LAL-D, and accordingly, that NASH model structure is appropriate for modelling LAL-D. It is assumed that there is a constant rate and probability of progression from one fibrosis stage to the next.3 | Uncertain. There is limited information on the rate of liver disease progression in LAL-D compared with NASH. |
EQ-5D = EuroQol 5 Dimensions questionnaire; LAL-D = lysosomal acid lipase deficiency; NASH = non-alcoholic steatohepatitis.
CADTH Common Drug Review Reanalyses
Given the limited clinical information available on patients with LAL deficiency and the uncertainty associated with the clinical evidence on the efficacy of sebelipase alfa for infantile and pediatric/adult presentations of LAL deficiency, CDR undertook exploratory analyses that tested alternate assumptions on the efficacy of sebelipase alfa on halting or improving liver disease in pediatric/adult-presentation patients with LAL deficiency as well as alternate assumptions on patient weight changes over time, model time horizon, and health state utility based on a search of the available literature and based on feedback from the clinical expert.
CDR conducted an exploratory analysis that varied the patient weight at 21 years of age and beyond applied an annual 1% increment to the patient’s weight from the age of 21 to 60, and an annual 1% decrement in weight thereafter. The results of the exploratory analyses are presented in and show that the total costs with sebelipase alfa had increased based on the increasing total drug costs as the patient gains additional weight up to the age of 60 years.
Table 14Results of the CDR Exploratory Probabilistic Analysis on Patient Weight
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| | Total Costs | Incremental Cost of Sebelipase Alfa | Total QALYs | Incremental QALYs of Sebelipase Alfa | Incremental Cost per QALY |
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Manufacturer’s Base Case: Constant Weight of 70.3 kg at 21 years and Beyond | Infantile-Presentation Patients |
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BSC | $83,021 | | 0.27 | | |
---|
Sebelipase alfa | $161,737,796 | $161,654,475 | 36.31 | 36.03 | $4,485,000 |
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Pediatric/Adult-Presentation Patients |
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BSC | $54,245 | | 17.01 | | |
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Sebelipase alfa | $36,391,822 | $36,337,577 | 35.26 | 18.25 | $2,005,000 |
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CDR Analysis: 1% increment from age 21 until age 60, then 1% decrement thereafter | Infantile-Presentation Patients |
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BSC | $81,183 | | 027 | | |
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Sebelipase alfa | $177,639,704 | $177,558,521 | 36.18 | 35.91 | $4,944,000 |
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Pediatric/Adult-Presentation Patients |
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BSC | $54,019 | | 16.68 | | |
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Sebelipase alfa | $40,102,346 | $40,048,327 | 35.01 | 18.32 | $2,200,000 |
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BSC = best supportive care; QALY = quality-adjusted life-year.
Source: manufacturer’s PE submission3
Due to model limitations, CDR was unable to vary the duration of treatment effects in the submitted models; however, conducted exploratory analyses that varied the model time horizon between 1 and 20 years for both patient presentations. The results of these analyses are in below.
Table 15Results of the CDR Exploratory Probabilistic Analysis on Model Time Horizon
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Sensitivity Analysis | Original Value | Costs | QALYs | |
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Sebelipase Alfa | BSC | Incremental | Sebelipase Alfa | BSC | Incremental | Incremental Cost per QALY |
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Infantile-Presentation Patients |
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Base case | Lifetime | $125,450,000 | $100,000 | $125,350,000 | 28.12 | 0.29 | 27.83 | $4,504,000 |
1 year | $680,000 | $100,000 | $580,000 | 0.70 | 0.29 | 0.41 | $1,402,000 |
5 years | $2,950,000 | $100,000 | $2,850,000 | 3.16 | 0.29 | 2.88 | $0.991,000 |
10 years | $8,220,000 | $100,000 | $8,120,000 | 6.04 | 0.29 | 5.75 | $1,412,000 |
15 years | $17,290,000 | $100,000 | $17,190,000 | 8.71 | 0.29 | 8.42 | $2,041,000 |
20 years | $28,890,000 | $100,000 | $28,790,000 | 11.15 | 0.29 | 10.87 | $2,649,000 |
Pediatric/Adult-Presentation Patients |
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Base case | Lifetime | $36,890,000 | $54,505 | $36,840,000 | 35.81 | 17.03 | 18.78 | $1,961,000 |
1 year | $1,307,000 | $1,149 | $1,306,000 | 1.78 | 1.74 | 0.04 | $34,656,000 |
5 years | $3,998,000 | $4,935 | $3,993,000 | 5.22 | 4.89 | 0.33 | $12,281,000 |
10 years | $7,862,000 | $12,285 | $7,850,000 | 9.13 | 8.10 | 1.02 | $7,664,000 |
15 years | $11,437,000 | $21,091 | $11,416,000 | 12.71 | 10.59 | 2.12 | $5,389,000 |
20 years | $14,746,000 | $29,564 | $14,717,000 | 15.99 | 12.44 | 3.55 | $4,148,000 |
BSC = best supportive care; FPR = fibrosis progression rate; QALY = quality-adjusted life-year.
Source: Manufacturer’s PE submission.3
Based on the uncertainty with the key efficacy outcomes in the ARISE trial being surrogate outcomes instead of hard clinical outcomes, and based on the FDA medical review’s indication that “normal ALT does not necessarily exclude the presence or progression of liver disease,”6 and that “normalization of ALT does not reliably represent a clinical benefit,”6 exploratory analyses were conducted by CDR. In these exploratory analyses, CDR modelled efficacy scenarios for sebelipase alfa in pediatric/adult-presentation patients with LAL deficiency in which liver disease progression is halted but may then either remain stable, an optimistic scenario based on available clinical evidence, or may progress by 10% each cycle. The results in and show that ICUR values for sebelipase alfa in pediatric/adult-presentation patients are not significantly impact by the assumption of disease stability or progression.
Table 16Results of the CDR Exploratory Probabilistic Analysis on Probability of Disease Stability in Pediatric/Adult Presentation
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| Total Costs | Incremental Cost of Sebelipase Alfa | Total QALYs | Incremental QALYs of Sebelipase Alfa | Incremental Cost per QALY |
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Manufacturer’s Base Case |
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BSC | $54,245 | | 17.01 | | |
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Sebelipase alfa | $36,391,822 | $36,337,577 | 35.26 | 18.25 | $2,005,000 |
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CDR Reanalysis |
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BSC | $53,474 | | 17.09 | | |
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Sebelipase alfa | $36,393,247 | $36,339,774 | 34.27 | 17.18 | $2,131,000 |
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BSC = best supportive care; QALY = quality-adjusted life-year.
Source: Manufacturer’s PE submission.3
Table 17Results of the CDR Exploratory Probabilistic Analysis on Probability of Disease Progression in Pediatric/Adult Presentation
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| Total Costs | Incremental Cost of Sebelipase Alfa | Total QALYs | Incremental QALYs of Sebelipase Alfa | Incremental Cost per QALY |
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Manufacturer’s Base Case |
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BSC | $54,245 | | 17.01 | | |
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Sebelipase alfa | $36,391,822 | $36,337,577 | 35.26 | 18.25 | $2,005,000 |
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CDR Reanalysis |
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BSC | $54,926 | | 16.91 | | |
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Sebelipase alfa | $24,448,310 | $24,393,384 | 22.74 | 5.83 | $4,318,000 |
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BSC = best supportive care; QALY = quality-adjusted life-year.
Source: Manufacturer’s PE submission.3
An exploratory analysis was conducted by CDR that used utility values from a published economic evaluation in patients with non-alcoholic steatohepatitis.10 The results of the CDR exploratory analysis did not significantly impact the results ().
Table 18Results of the CDR Exploratory Probabilistic Analysis on Health State Utility in Pediatric/Adult Presentation
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| Total Costs | Incremental Cost of Sebelipase Alfa | Total QALYs | Incremental QALYs of Sebelipase Alfa | Incremental Cost per QALY |
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Manufacturer’s Base Case |
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BSC | $54,245 | | 17.01 | | |
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Sebelipase alfa | $36,391,822 | $36,337,577 | 35.26 | 18.25 | $2,005,000 |
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CDR Reanalysis |
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BSC | $53,978 | | 17.91 | | |
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Sebelipase alfa | $36,401,174 | $36,347,196 | 36.92 | 17.91 | $2,050,000 |
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BSC = best supportive care; QALY = quality-adjusted life-year.
Source: Manufacturer’s PE submission.3
The CDR exploratory multi-way analysis consisted of varying the patient weight by 1% in the infantile and pediatric/adult-presentation LDL and using the optimistic scenario of sebelipase alfa effectively stabilizing liver disease progression in pediatric/adult-presentation patients ().
Table 19Results of the CDR Exploratory Probabilistic Multi-Way Analysis
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| Total Costs | Incremental Cost of Sebelipase Alfa | Total QALYs | Incremental QALYs of Sebelipase Alfa | Incremental Cost Per QALY |
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Infantile-Presentation Patients |
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BSC | $81,183 | | 027 | | |
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Sebelipase alfa | $177,639,704 | $177,558,521 | 36.18 | 35.91 | $4,944,000 |
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Pediatric/Adult-Presentation Patients |
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BSC | $53,607 | | 18.99 | | |
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Sebelipase alfa | $40,158,290 | $40,104,683 | 36.83 | 17.84 | $2,274,000 |
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BSC = best supportive care; QALY = quality-adjusted life-year.
Source: Manufacturer’s PE submission.3