Journal Pre-proof A Canadian Cost-Utility Analysis of Two Trabecular Micro-Bypass Stents at Time of Cataract Surgery in Patients with Open-Angle Glaucoma Iqbal Ike K. Ahmed, MD, FRCSC, Dominik W. Podbielski, BSc, MSc, MD, FRCSC, Vardhaman Patel, PhD, Heather Falvey, MSc, Judith Murray, BA, Marc Botteman, MSc, Ron Goeree, MA PII:
S2589-4196(19)30350-3
DOI:
https://doi.org/10.1016/j.ogla.2019.11.009
Reference:
OGLA 129
To appear in:
OPHTHALMOLOGY GLAUCOMA
Received Date: 7 June 2019 Revised Date:
6 November 2019
Accepted Date: 25 November 2019
Please cite this article as: Ahmed IIK, Podbielski DW, Patel V, Falvey H, Murray J, Botteman M, Goeree R, A Canadian Cost-Utility Analysis of Two Trabecular Micro-Bypass Stents at Time of Cataract Surgery in Patients with Open-Angle Glaucoma, OPHTHALMOLOGY GLAUCOMA (2019), doi: https:// doi.org/10.1016/j.ogla.2019.11.009. This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2019 Published by Elsevier Inc. on behalf of the American Academy of Ophthalmology
A Canadian Cost-Utility Analysis of Two Trabecular Micro-Bypass Stents at Time of Cataract Surgery in Patients with Open-Angle Glaucoma
Iqbal Ike K. Ahmed, MD, FRCSC,1,2 Dominik W. Podbielski, BSc, MSc, MD, FRCSC,2 Vardhaman Patel, PhD,3 Heather Falvey, MSc,4 Judith Murray, BA,5 Marc Botteman, MSc,3 Ron Goeree, MA6,7
1
University of Toronto, Toronto, ON, Canada; Trillium Health Partners, Mississauga, ON, Canada
2
Prism Eye Institute, Mississauga, ON, Canada
3
Pharmerit International, Bethesda, MD, United States
4
Glaukos, San Clemente, CA, United States
5
Glaukos, Richmond Hill, ON, Canada
6
Goeree Consulting Ltd, Hamilton, ON, Canada
7
Professor Emeritus, McMaster University, Hamilton, ON, Canada
Corresponding author: Marc Botteman, Pharmerit International, LP, Bethesda, MD, United States,
[email protected]
Meeting presentation: An abstract of this research was presented as a poster at the 2018 International Society for Pharmacoeconomics and Outcomes Research (ISPOR) Europe meeting in Barcelona, Spain (PMD109; Monday, November 12, 2018).
Financial support: Pharmerit International, LP received funding from Glaukos, San Clemente, CA, United States, to develop the economic model and manuscript. The sponsor participated in preparation, review and approval of the manuscript.
1
Conflict of interest: DP has served as a consultant to QuintilesIMS, Alcon, and Glaukos, and has received speaker’s honoraria from Alcon, Allergan, Johnson & Johnson and Novartis. IA has served as a consultant to Acucela, Aerie Pharmaceuticals, Aequus Pharma, Alcon, Allergan, ArcScan, Bausch and Lomb, Beaver Visitec, Camras Vision, Carl Zeiss Meditec, Centervue, CorNeat Vision, Ellex, ElutiMed, Equinox, ForSight Labs, Genentech, Glaukos, Gore, Iantech, InjectSense, Iridex, iStar, Ivantis, Johnson & Johnson Vision, KeLoTec, LayerBio, Leica Microsystems, MicroOptx, New World Medical, Omega Ophthalmics, PolyActiva, Sanoculis, Santen, Science Based Health, Sight Sciences, Stroma, TrueVision, and Vizzario, and has received speaker’s honoraria from Alcon, Allergan, Carl Zeiss Meditec, and Johnson & Johnson Vision. IA has received research grant from Aerie Pharmaceuticals, Alcon, Allergan, Camras Vision, Glaukos, Ivantis, Johnson & Johnson Vision, New World Medical, and Santen. RG has participated in paid advisory boards for Glaukos. HF and JM are employees of Glaukos Corporation. Pharmerit International received funding from Glaukos Corporation to conduct and report the research presented herein. MB is a shareholder and employee of Pharmerit International. VP was an employee of Pharmerit international when this research was conducted.
Running head: Economics of Trabecular Micro-Bypass Stents in Glaucoma
Abbreviations: AE, adverse event; C$, Canadian dollars; CADTH, Canadian Agency for Drugs and Technologies in Health; CEAC, cost-effectiveness acceptability curve; CNIB, Canadian National Institute for the Blind; DALY, disability-adjusted life-year; dB, decibel; DID, difference-in-difference; EMGT, Early Manifest Glaucoma Trial; HCRU, healthcare resource utilization; HUI-3, Health Utilities Index 3; ICER, incremental cost-effectiveness ratio; ICUR, incremental cost-utility ratio; IOP, intraocular pressure; MD, mean deviation; MIGS, microinvasive glaucoma surgery; NICE, National Institute for Health and Care Excellence; OAG, open-angle glaucoma; ODBF, Ontario Drug Benefit Formulary; OHIP, Ontario Health Insurance Plan; QALY, quality-adjusted life-year; RCT, randomized controlled trial; SLT, selective laser trabeculoplasty; SOB, schedule of benefits; TBS, trabecular bypass stent; US, United States; VF, visual field; WTP, willingness-to-pay.
2
Abstract
PURPOSE: To assess from the Canadian public payer perspective the cost-utility of implanting iStent Inject® trabecular bypass stent (TBS) devices in conjunction with cataract surgery versus cataract surgery alone in patients with open-angle glaucoma (OAG) and visually significant cataract. DESIGN: Cost-utility analysis using efficacy and safety results of pivotal randomized clinical trial. PARTICIPANTS: Modeled cohort of patients with OAG (83.1% mild, 16.9% moderate) and visually significant cataract. METHODS: OAG treatment costs and effects were projected over a 15-year time horizon using a Markov model with Hodapp-Parrish-Anderson glaucoma stages (mild, moderate, advanced, severe/blind) and death as health states. Patients in the mild or moderate OAG health state received implantation of iStent inject during cataract surgery vs cataract surgery alone. Upon worsening of visual field defect and optic disc damage, patients could receive selective laser trabeculoplasty and trabeculectomy. We measured treatment effect as reduction in intraocular pressure (IOP) and mean medication use, and estimated transition probabilities based on efficacy-adjusted visual field mean deviation decline per month. Healthcare resource utilization and utility scores were obtained from the literature. Cost inputs (2017 Canadian dollars [C$]) were derived using the Ontario Health Insurance Plan, expert opinion, medication claims datasets, and Ontario Drug Benefit Formulary medication consumption costs. We conducted deterministic and probabilistic sensitivity analyses to examine the impact of alternative model input values on results. MAIN OUTCOME MEASURE: Incremental cost per quality-adjusted life year (QALY) gained. RESULTS: Compared to cataract surgery alone, TBS + cataract surgery had a 99% probability of being more effective (+0.023 QALYs [95% CI: 0.004 to 0.044]) and a 73.7% probability of being cost-saving (net cost, -C$389.00 [95% CI: -C$1,712.00 to $850.70]). In 95% of all simulations, TBS + cataract surgery had a cost per QALY of ≤$62,366. Results were robust in additional sensitivity and scenario analyses. CONCLUSIONS: iStent inject TBS implantation during cataract surgery appears cost-effective for reducing IOP in patients with mild to moderate OAG vs cataract surgery alone.
Keywords: microinvasive glaucoma surgery; cost-effectiveness; trabecular micro-bypass; iStent Inject; glaucoma; glaucoma drainage implants; trabecular meshwork Taxonomy: Aqueous drainage devices; Cost Benefit Analysis; Cost Saving
3
1
Glaucoma is a neurodegenerative disease that affects approximately 70 million people worldwide and is
2
the leading cause of irreversible blindness.1 In Canada, more than 455,000 people had glaucoma in 2008
3
to 2009.2 In 2007, vision loss in Canada caused an estimated 77,000 disability-adjusted life-years
4
(DALYs), with glaucoma accounting for 3.1% of the vision loss.3 In 2008, the estimated total cost of
5
glaucoma in Canada was approximately C$269 million.4
6
If left untreated, open-angle glaucoma (OAG) causes slow progressive optic disc damage, vision
7
loss, and irreversible blindness.1 Reduction of intraocular pressure (IOP) is the most effective method of
8
OAG treatment.1 Topical hypotensive medications and laser trabeculoplasty can reduce IOP but are
9
associated with treatment-related side effects,1 suboptimal adherence,5 or the need for multiple rounds
10
of treatment,6 while invasive trabeculectomy has traditionally been reserved for patients with advanced
11
disease or those in whom non-invasive approaches have failed.7
12
Microinvasive glaucoma surgery (MIGS) with trabecular bypass stents (TBS) is an alternative
13
treatment modality for patients with mild to moderate glaucoma. Clinical trials have demonstrated that
14
the TBS devices have favorable safety profiles and can reduce IOP, delay the initiation of medication,
15
and reduce the number of medications patients use following surgery.8-10 One such TBS device is the
16
iStent Inject® (Glaukos Corp., San Clemente, CA) that consists of an injector with two multi-directional
17
stents designed to facilitate the flow of aqueous fluid and reduce IOP.
18
Economic evaluations of TBS devices for the treatment of OAG in Canada are lacking. Therefore,
19
we carried out this evaluation to assess from the Canadian public payer perspective the cost-
20
effectiveness of implanting iStent Inject® devices in conjunction with cataract surgery compared to
21
cataract surgery alone in patients with OAG and visually significant cataract.
4
22
Methods
23
Model Overview
24
We developed a health-state transition Markov model—inspired in part by a National Institute
25
for Health and Care Excellence (NICE) model11—to estimate over a 15-year time horizon, and in monthly
26
increments, the costs and effects of implantation of iStent Inject TBS devices during cataract surgery
27
compared to cataract surgery alone (Error! Reference source not found.) in patients with OAG in one
28
eye. All patients entered the model at the time of cataract surgery in the mild or moderate OAG states.
29
All were assumed to be aged 65 years at baseline, after applying United States (US) glaucoma age-
30
specific prevalence data to the age distribution of Canada (in the absence of Canada-specific
31
epidemiologic evidence) (Table 1).12,13 The baseline glaucoma severity distribution (83.1% mild, 16.9%
32
moderate) was obtained from a large US claims database analysis (Table 1).14 Mean baseline
33
unmedicated IOP (24.8 mm Hg) and mean baseline number of medications used (1.6) were obtained
34
from a randomized clinical trial (RCT) evaluating the efficacy and safety of the iStent Inject system.15
35
In the model, patients were assumed to be at risk of irreversible progression along 4 increasingly
36
severe discrete health states (plus death), defined according to an adapted Hodapp-Parrish-Anderson
37
scale: mild (0 to -6 decibels [dB]), moderate (-6.01 to -12 dB), advanced (-12.01 to -20 dB), severe/blind
38
glaucoma (< -20 dB).16 In absence of any treatment, the mean (SD) change in mean deviation (MD) per
39
month was assumed to be constant at -0.05 (0.07) dB, irrespective of severity, based on the no-
40
treatment arm (n = 126) of the Early Manifest Glaucoma Trial (EMGT) of newly diagnosed treatment-
41
naïve patients with OAG.17 This decline was used to estimate the transition probabilities from one health
42
state to the next, by taking the inverse time needed for the average patient to progress from one health
43
state to the next.18 5
44
Treatment for cataract with or without TBS was assumed to modify the natural disease
45
progression via IOP reductions in a time-dependent fashion based on data from a 2-year RCT15
46
comparing iStent Inject + cataract surgery (n = 380) versus cataract surgery alone (n = 118) in patients
47
with mild to moderate glaucoma who were consuming 1 to 3 medications at the time of screening. The
48
unmedicated IOP reduction in the cataract surgery alone arm was 5.4 mm Hg at 24 months.15 TBS
49
provided an additional reduction of 1.6 mm Hg at 24 months.15 Similarly, TBS reduced medication use by
50
an additional 0.5 units at 24 months compared to the cataract surgery alone arm.15 Medicated IOP
51
reductions were used in the model to reflect the real-world setting. Extrapolation of efficacy beyond the
52
trial follow-up was conducted up to 15 years by assuming an annual decline in the treatment effect of
53
both arms by 5% from the end of year 3 to the end of year 10, and reversion to baseline values
54
thereafter. In addition, we assumed a 5% erosion or waning of medication reduction in both arms each
55
year after the trial follow-up. These IOP reductions were converted to changes in dB using data from the
56
EMGT.17 Specifically, relative to untreated patients (n = 126), patients treated with selective laser
57
trabeculoplasty (SLT) and medication (n = 129) maintained an additional absolute 5.1 mm Hg IOP
58
reduction during the follow-up while experiencing a 40% relative reduction in the decline in visual field
59
(VF) defect (per month: -0.03 dB treated vs -0.05 dB untreated; P = .008). Based on this information, the
60
percentage reduction in MD decline per unit mm Hg reduction in IOP pressure was estimated at 9.5%
61
(i.e., 1 - [1-40%][1/5.1 mm Hg]). These reductions were in turn converted into modified transition
62
probabilities as described above. For example, the natural MD decline per month in the EMGT untreated
63
arm was -0.05 dB.17 Assuming a treatment reduced IOP by 2.88 mm Hg,11 the efficacy-adjusted MD
64
progression per month would equal -0.036 (i.e., -0.05 – [2.88 mm Hg × 9.5% × -0.05]). Assuming a
65
baseline MD score of -7.5,19 the time needed to transition from moderate to severe OAG would be 125
66
months (i.e., [12 - 7.5]/0.036) and the monthly transition probability would be 0.8% (i.e., 1/125).
67
Although a constant natural rate of progression (dB decline) was applied to all patients in a treatment 6
68
arm regardless of glaucoma severity stage, the transition probabilities between health states varied
69
because of the extent of dB that patients would need to progress (e.g., -6 dB for moderate-to-advanced
70
vs -8 dB for advanced-to-severe).
71
Separately from the dB progression, patients were assumed to be at risk for worsening of VF
72
defect and optic disc damage, based on the data from the EMGT. Upon such worsening, patients could
73
receive subsequent interventions (i.e., 2 × 180° SLT followed by trabeculectomy), based on key expert
74
opinion. The methods for estimating time to subsequent interventions have been reported previously.20
75
Briefly, using the time-to-progression (i.e., worsening) Kaplan-Meier survival curve for the EMGT control
76
group, patient-level simulated data were generated via digitalization and the use of the Guyott et al.
77
algorithm.21 Since the treatments were associated with change in IOP, and in turn IOP would change the
78
time to progression, the model includes a hazard ratio for time-to-progression per unit increase in IOP of
79
1.13 (95% CI: 1.07-1.19), as estimated in the EMGT22 (the hazard ratio per unit decrease in IOP was 0.88,
80
i.e., the inverse of 1.13). We based SLT efficacy on an RCT that found a 12-month IOP reduction of 6.01
81
mm Hg for patients receiving 360° SLT.23 We applied a constant annual IOP reduction of 6.01 mm Hg for
82
as long as a patient’s SLT was successful (assumption: 1 year). The efficacy of trabeculectomy was based
83
on an indirect treatment comparison that found a mean annual IOP reduction of 6.5 mm Hg for
84
trabeculectomy versus no treatment.11 We used this 6.5 mm Hg annual change in our model and
85
assumed it was maintained indefinitely. We assumed that the extent of improvement in visual acuity
86
due to the cataract surgery was similar in patients undergoing MIGS with TBS and patients not
87
undergoing MIGS with TBS.
7
88
89
Cost Inputs Estimated surgery costs included medical device, physician, and facility fees (Error! Reference
90
source not found.). Physician fees were obtained from the official Ontario Health Insurance Plan (OHIP)
91
Schedule of Benefits (SOB)24 while facility fees were estimated via expert opinion at an ophthalmological
92
surgical center in Ontario. We calculated medication costs using estimated market share in third-quarter
93
2017 IQVIA Pharmastat dataset25 medication claims and monthly medication consumption costs in the
94
Ontario Drug Benefit Formulary (ODBF),26 with an assumed 1-month shelf life for each medication bottle
95
and assumed 21% wastage (Error! Reference source not found.).27 The weighted average cost per
96
month of medication was C$29.40 plus a dispensing fee of C$8.83 and 8% markup; with wastage, the
97
total average cost was C$49.20 per month.
98
We estimated the frequency of office visits and VF tests by glaucoma severity using an
99
observational chart review study of US patients with OAG,28 which indicated a trend of increasing visits
100
due to worsening glaucoma severity, explicitly assuming that US health state–related healthcare
101
resource utilization (HCRU) was generalizable to the Canadian population. The mean annual frequency
102
of ophthalmologist visits increased from 3.0 to 4.0 visits as patients progressed from early to end-stage
103
glaucoma, and we used those estimates (3.0 mild, 3.5 moderate, 3.8 advanced, 4.0 severe/blind) in our
104
model. The mean annual frequency of VF tests varied between 1.4 (moderate) and 1.5 (mild, advanced,
105
severe/blind). Adverse events (AEs) related to the primary intervention were assumed to be resolved
106
within 1 month and therefore costs were applied to the first month post-surgery.
107
In a scenario analysis, we included productivity loss by multiplying the average number of hours
108
worked per year in the employed population (1,703 hours)29 by the risk of losing employment in each
109
glaucoma stage (35.2% mild and moderate; 45.1% advanced; 100% severe/blind).30 Productivity loss due
8
110
to death (100%) was estimated using the friction method for a period of 6 months.31-34 We obtained the
111
annual caregiver burden (0.0 hours for mild and moderate glaucoma, 803.0 hours for advanced and
112
severe/blind states) from a study that examined burden and depression in visually impaired patients in
113
Canada.35
114
The unit costs for ophthalmologist consultation, optic disc imaging, VF test, and IOP
115
measurement (Error! Reference source not found.) were obtained from the OHIP SOB for physician
116
fees.24 The costs of low vision aids were obtained from the Canadian National Institute for the Blind
117
(CNIB) and applied only once to patients who transitioned into the advanced glaucoma health state.
118
Costs were reported in 2017 Canadian dollars (C$). Per Canadian Agency for Drugs and
119
Technologies in Health (CADTH) guidelines,36 a 1.5% discount rate was applied to future costs.
120
Utility Inputs
121
We used patient utility values from a cross-sectional survey conducted in Dutch patients with
122
OAG37 and measured health preference using the Health Utilities Index 3 (HUI-3) with tariffs for the
123
Canadian population.37,38 We estimated utilities for each health state using midpoint MDs and presence
124
of AEs in patients using medications. As noted previously, progression in terms of MDs was dependent
125
on the IOP reductions observed in the trials. IOP reductions in turn may be assumed to be dependent on
126
both the efficacy of surgery and any subsequent medication use. Reduction in utilities due to medication
127
AEs that occurred with a ≥3% incidence difference between comparators were subtracted from the
128
health state utility and multiplied by the market-share-weighted prevalence of side effects (10.5%) and
129
the proportion of patients consuming medications in each month.39
9
130
All patients were assumed to be consuming medications at baseline. The proportions of patients
131
on medication in each month were estimated as the percentage reduction in mean medication usage
132
from baseline.
133
Analysis
134
The primary outcomes were the incremental cost-utility ratio (ICUR; i.e., difference in costs
135
divided by the difference in quality-adjusted life-years [QALYs]) for TBS + cataract surgery versus
136
cataract surgery alone. An economically “dominant” treatment was defined as having lower expected
137
costs but higher effectiveness (i.e., higher QALYs) than the alternative. We conducted probabilistic base
138
case analysis using 1,000 iterations from random draws of the underlying parameter uncertainty and
139
expressed the results as ICUR scatterplots and cost-effectiveness acceptability curves (CEACs).
140
In addition to the above, we tested the impact of varying treatment efficacy, natural progression
141
rate (dB decline), and the hazard ratio for time-to-progression reduction per unit IOP reduction between
142
95% CI limits, and varied unit costs, resource utilization, utilities, baseline characteristics (e.g., age), and
143
baseline mild and moderate OAG health state distribution of stages by ±25%.
144
We conducted the following scenario analyses: (1) lifetime horizon to capture all downstream
145
costs and consequences; (2) 5-year time horizon; (3-4) 0% and 3% discount rates; (5) medication
146
discontinuation due to imperfect persistence and no additional IOP reduction from TBS implantation
147
during cataract surgery; (6) no medication wastage; (7) societal perspective; and (8) stable medication
148
use after the end of trial follow-up. In the medication discontinuation scenario, IOP was assumed to
149
increase post discontinuation of medications. In order to identify the timing of this IOP increase, we first
150
estimated the time-to-medication discontinuation. Separate time-to-discontinuation curves for 4 drug
151
classes (beta-blockers, alpha-agonists, carbonic anhydrase inhibitors, and prostaglandins) were obtained 10
152
from Nordstrom et al.40 A market-share-weighted average time-to-discontinuation of 10 months was
153
estimated using the 4 curves. The extent of increase in IOP after medication discontinuation was
154
assumed equal to the difference in baseline IOP with and without medications (7 mm Hg) from a recent
155
RCT.8 In the analysis from the societal perspective, loss of productivity was only applied to simulations
156
where the mean age at baseline was >18 but <65 years, and the accumulation of indirect costs were
157
stopped at follow-up when the mean age reached 65 years.
158
159
Results
160
Probabilistic Base Case
161
At the end of the 15-year time horizon, TBS + cataract surgery was statistically significantly more
162
effective (QALYs: 9.428 [95% CI: 5.296 to 10.893] vs 9.405 [95% CI: 5.283 to 10.864], for a total
163
difference of +0.023 [95% CI: 0.004 to 0.044]) and had similar total costs (C$21,284.90 [95% CI:
164
C$12,164.90 to C$27,664.50] vs C$21,773.10 [95% CI: C$11,999.80 to C$28,283.10] for a non-statistically
165
significant difference of -C$389.00 [95% CI: -C$1,712.00 to C$850.70]) compared to cataract surgery
166
alone (Error! Reference source not found.). Medication and primary surgery costs were the main drivers
167
behind the total cost difference. TBS + cataract surgery was cost-saving in 73.7% of iterations and
168
produced higher QALYs in 98.8% of iterations (Error! Reference source not found.). TBS + cataract
169
surgery cost per QALY was ≤$50,000 and ≤$100,000 in 94.1% and 97.0% of iterations (Error! Reference
170
source not found.). Overall, 95% of iterations had a cost per QALY of ≤$62,366.
11
171
One-way Sensitivity Analysis
172
The ICUR results were largely robust to the uncertainties associated with baseline age, baseline severity,
173
natural rate of glaucoma progression, resource utilization, cost of medication, efficacy, and utility (Error!
174
Reference source not found.). The model was also robust to the changes in assumptions regarding the
175
rates and costs of AEs (data not shown).
176
Scenario Analyses
177
TBS + cataract surgery was dominant in the lifetime horizon, no medication wastage, societal
178
perspective, and stable medication use after trial follow-up scenarios, generating more mean QALYs and
179
lower mean costs than cataract surgery alone (Error! Reference source not found.). In the medication
180
discontinuation scenario, TBS + cataract surgery generated a larger mean gain in QALYs (0.075)
181
compared to cataract surgery alone but had higher costs (C$1,456.20); however, the TBS + cataract
182
surgery arm was still cost-effective (ICUR: C$19,212.50/QALY) with a probability of >90% at a
183
willingness-to-pay (WTP) threshold of C$50,000 per QALY. As noted previously, the medication
184
discontinuation scenario captured the benefit of reduced medication use due to the implantation of TBS
185
but ignored any potential IOP reduction benefits. A mean gain of 0.075 QALYs in the medication
186
discontinuation scenario versus only 0.023 QALYs in the base case analysis elucidates the potential
187
benefit that TBS may have in addition to the IOP reductions observed in the clinical trial.
188
Discussion
189
Our results show that TBS device implantation during cataract surgery was cost-effective
190
compared to cataract surgery alone in patients with OAG and cataract, with a cost per QALY ≤C$62,366
191
in 95% of iterations and a 73.7% probability of being cost-saving. The higher primary surgery costs for 12
192
TBS are offset by lower medication costs and higher QALYs compared to cataract surgery alone. TBS +
193
cataract surgery was dominant in the base case and 5 out of 7 scenario analyses. Even if real-world
194
medication persistence (i.e., discontinuation) is considered, TBS remained cost-effective (albeit not
195
dominant). Although reported in the iStent Inject pivotal RCT,15 AEs had minimal impact in our model
196
due to their relatively low incidence and associated costs.
197
The effect of cataract surgery alone on IOP control is modest in OAG patients,41 whereas real-
198
world evidence shows that the effect of iStent is sustained for at least 5 years.42 Results of the iStent
199
Inject pivotal RCT showed iStent Inject + cataract surgery led to clinically and statistically greater
200
unmedicated IOP reduction through 2 years compared to cataract surgery alone.15 Compared to cataract
201
surgery alone, prior US real-world study results have shown that iStent TBS + cataract surgery in OAG
202
patients significantly improves 1-year postoperative success (i.e., unmedicated IOP ≤18) and reduction in
203
the number of glaucoma medications.43 Real-world studies in US patients with OAG found iStent TBS +
204
cataract surgery also leads to 2-year postoperative reductions in the number of glaucoma medications
205
used and the proportion of patients using no medications.44
206
To the best of our knowledge, no previous cost-utility analysis has compared TBS + cataract
207
surgery against cataract surgery alone in the Canadian patient population. However, our findings were
208
consistent with a previous cost analysis that estimated iStent surgery to have lower costs compared to
209
using medication alone (cost savings against 2 medications: C$1,273; 3 medications: C$2,125) over a
210
period of 6 years.27 The study underestimated the cost savings from the use of iStent as it excluded the
211
impact of IOP reduction on HCRU. Medication costs were ignored in the iStent arm. Patel et al 2019
212
conducted a cost-utility analysis of TBS alone against medication alone in patients with mild-to-
213
moderate glaucoma.20 Consistent with our study, Patel et al 2019 observed TBS alone to be the
13
214
dominant treatment (cost savings: C$2,908; gain in QALYs: 0.068) over a 15-year time horizon, with a
215
majority of the cost savings (C$5,185) generated from a reduction in medication use.
216
This study has several limitations. Due to a lack of evidence in the literature, we restricted the
217
extrapolated duration of treatment effect to 10 years. However, this is a conservative assumption, as
218
IOP reduction for cataract surgery alone is not expected to be sustained long-term. We applied a
219
constant rate of natural decline in dB from the EMGT trial to all patients regardless of glaucoma severity.
220
The cost-effectiveness of TBS devices would have improved had we applied faster MD decline for
221
patients reflecting the level of severity for moderate and advanced glaucoma instead the constant rate
222
of decline representative of newly diagnosed, milder patients enrolled in the EMGT. The 2009 Canadian
223
Ophthalmological Society recommendations45 were published before the availability of TBS, so the
224
sequence of subsequent treatments was based on the clinical experience of the lead authors (IA and
225
DP). Due to the absence of data specific to Canada, we used HCRU from a US observational chart review
226
study. However, the sensitivity analysis showed our results to be relatively robust to change in these
227
assumptions. Long-term estimates on the relative efficacy of comparators were not available in the
228
literature at the time of this study, and follow-up in the iStent Inject trial was limited to 2 years.
229
However, single-arm observational study results have shown that the effect of iStent Inject on IOP
230
continues for more than 5 years42; there is no evidence to suggest that the efficacy of iStent is limited
231
only to the trial’s 2-year follow-up period. The real-world difference-in-difference (DID) between
232
treatments may be larger than observed with our conservative assumptions, as IOP reduction for
233
cataract surgery alone was not expected to be sustained long-term. Existing long-term follow-up studies
234
lack generalizability of results due to limited sample sizes or included comparators other than cataract
235
surgery with patients who were newly diagnosed with glaucoma who may not need cataract surgery.15
236
Arriola Villalobos 2016 followed 11 patients implanted with iStent Inject concurrently with cataract
14
237
surgery for 5 years.42 An IOP reduction of 4.18 mm Hg and medication use reduction of 0.5 was observed
238
at the end of follow-up. Twenty percent of patients continued to experience ≥20% reduction in IOP at 5
239
years. Another RCT study followed newly diagnosed treatment naïve patients up to 5 years after
240
implantation with two first generation iStents (54 eyes) or initiation of travoprost (47 eyes).46 Eyes
241
implanted with iStents experienced a 35.3% reduction in IOP, albeit with some medication use (22.2% of
242
eyes). Future research could focus on the long-term efficacy (i.e., 10-15 years) and impact of medication
243
adherence on IOP. Finally, since this analysis was developed specifically for Canada, using Canadian
244
inputs wherever possible, supplemented in part with US data, extrapolating the results to other
245
countries should be done with caution as difference in costs and other assumptions may apply.
246
Although prevalence data specific to the Canadian population are not available, the number of
247
people with OAG in North America has been projected to increase by 42.8% from 2013 to 2040.47 Vision
248
loss in Canada from cataract and glaucoma were projected to increase by 114% and 117%, respectively,
249
from 2007 to 2032, primarily due to the country’s rapidly aging population.3 These changes may lead to
250
increased economic burden, and iStent TBS devices may help cost-effectively reduce the overall burden
251
of OAG and improve quality of life. TBS implantation surgery performed coincident to cataract surgery
252
offers a cost-effective method for reducing IOP in patients with mild to moderate OAG compared to
253
cataract surgery alone, without disrupting the demonstrated IOP reduction associated with
254
phacoemulsification alone.8
15
Acknowledgements Catherine Mirvis of Pharmerit International, LP (Bethesda, MD, United States) prepared a manuscript draft for the authors to edit and provided editorial assistance for subsequent drafts.
16
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21
Figure Legends
Figure 1. Model Structure Patients may undergo subsequent treatments due to progression in VF defect. Markov model health states shown above are replicated for each line of subsequent treatment. Abbreviations: dB, decibel; OAG, open-angle glaucoma; VF, visual field.
Figure 2. ICUR Acceptability Curve for TBS + Cataract Surgery Versus Cataract Surgery Alone Abbreviations: ICUR, incremental cost-utility ratio; QALY, quality-adjusted life-year; TBS, trabecular bypass stent.
Figure 3. One-Way Sensitivity Analysis For ICUR: TBS + Cataract Surgery Versus Cataract Surgery Alone The top 10 most influential variables are shown above. Results were robust to the uncertainty in all other input parameters. The IOP and medication reductions were varied between the upper and lower limits of 95% CI whereas all other variables were varied ±25%. Abbreviations: ICUR, incremental cost-utility ratio; IOP, intraocular pressure; QALY, quality-adjusted life-year; TBS, trabecular bypass stent.
22
Table 1. Model Inputs Variable
Distribution
Mean
SE
Lognormal
65
0.13
Beta Not applicable -
83.1%
Alpha
Beta
Reference
Baseline characteristics Age, y
12, 13
Glaucoma severity Mild
7,906
14
1,608
16.9%
14
24.8
15
-
1.6
15
TBS + cataract surgery
Normal
1.3
0.05
Cataract surgery alone
Normal
0.9
0.09
TBS + cataract surgery
Normal
1.2
0.06
Cataract surgery alone
Normal
0.8
0.13
Moderate Unmedicated IOP, mm Hg Medications used, no. Efficacy estimates Medication reduction, no. Year 1
47 47
Year 2
Year 2-15
15 15
Assumption
See text
Adverse events Stent obstruction TBS + cataract surgery
6.2%
TBS + cataract surgery
Beta
0.8%
2
294
Cataract surgery alone
Beta
5.9%
4
67
TBS + cataract surgery
b
Gamma
C$2,721.60
C$347.10
61.5
44.3
c
Gamma
C$1,047.80
C$133.60
61.5
17.0
Gamma
C$205.60
C$26.20
61.5
3.3
24
Gamma
C$1,500.00
C$191.30
61.5
24.4
Expert opinion
1st ophthalmologist visit
Gamma
C$82.50
C$10.50
61.5
1.3
24
>1st ophthalmologist visit
Gamma
C$29.00
C$3.70
61.5
0.5
Optic disc imaging
Gamma
C$35.00
C$4.50
61.5
0.6
Visual field test
Gamma
C$40.30
C$5.10
61.5
0.7
IOP measurement
Gamma
C$5.10
C$0.70
61.5
0.1
Gamma
C$197.90
C$25.20
61.5
3.2
48, 49
Gamma
C$3,780.00
C$482.10
61.5
61.5
50
Gamma
C$35.00
C$4.50
61.5
0.6
51
Cataract surgery alone
18
15
Beta Not applicable
278
15
0.0%
Hyperemia
Surgery costs
15 15
a
Cataract surgery alone d
SLT
e
Trabeculectomy
24 24
, Expert opinion
a
Direct medical costs
Low vision aids (cane + magnifier) Indirect medical costs
24 24 24
a
Nursing care cost per month Transportation to clinic
f
24
g a
Indirect nonmedical costs
Variable
Distribution
Mean
SE
Alpha
Beta
Reference
Gamma
C$27.30
C$3.50
61.5
0.4
29
Gamma
C$217.10
C$27.70
61.5
3.5
24
Gamma
C$92.00
C$11.70
61.5
1.5
24
Mild
Beta
0.847
251
45
52, 11
Moderate
Beta
0.781
231
65
52, 11
Advanced
Beta
0.704
208
88
52, 11
Severe/blind
Beta
0.594
176
120
52, 11
Beta
0.007
2
294
37
266
52, 39
Wage per hour Adverse event costs
a h
Cost of stent obstruction Cost of hyperemia
i
Quality of life Health state utilities
Disutilities Trabeculectomy j
Medication-related side effects
Beta
0.101
30
Abbreviations: C$, Canadian dollars; IOP, intraocular pressure; ODBF, Ontario Drug Benefit Formulary; OHIP, Ontario Health Insurance Plan; SLT, selective laser trabeculoplasty; TBS, trabecular bypass stent. a Costs presented in 2017 Canadian dollars (C$). b TBS + surgery arm: Physician fees (E214 + E950) + facility fee + TBS device. c Cataract surgery alone arm: Physician fee (E140) + facility fee. d Cost of SLT includes physician fee (C$205.60; OHIP24). e Cost of trabeculectomy includes: Surgical unit cost (C$950.00; expert opinion) + Physician fee (E132 = C$550.00; OHIP24). f Assistive Devices Program pays 75% of the price of low vision aids such as a cane (C$31.95) and magnifier (C$231.95). g Midpoint of range C$20.00-C$50.00. h Unit costs (OHIP24): Laser retinopexy = C$750.00, argon laser = C$182.75. i Cost of hyperemia: Corticosteroid (C$9.70; ODBF26) + 1 ophthalmologist visit (A235 = C$82.30; OHIP24) j Disutility was multiplied by the proportion of patients consuming medication at each Markov cycle and the prevalence of side-effect. At each Markov cycle, this adjusted disutility was subtracted from the utility associated with the health states.
Table 2. Cost of Medication Per Month and Market Shares Product
Market Share
Lumigan RC 5 mL (bimatoprost)
15.6%
Cost Per Month, C$ 58.10
Lumigan RC 7 mL (bimatoprost)
1.4%
87.10
Vistitan
0.4%
46.00
Alphagan (brimonidine)
1.8%
11.60
Alphagan P (brimonidine P)
4.3%
17.30
Combigan (brimonidine-timolol)
6.1%
43.60
Simbrinza (brimonidine-brinzolamide)
2.1%
46.80
Azopt (brinzolamide)
5.5%
17.80
Azarga (brinzolamide-timolol)
4.8%
23.40
Trusopt (dorzolamide)
2.7%
15.40
Cosopt (dorzolamide-timolol)
8.8%
21.00
Xalatan (latanoprost)
19.2%
9.60
Xalacom (latanoprost-timolol)
4.1%
11.10
Betagan (levobunolol)
0.8%
35.30
Timolol, 0.25%
0.2%
9.70
Timolol XE, 0.25%
0.4%
29.50
Timolol, 0.50%
2.6%
12.10
Timolol XE, 0.50%
6.0%
27.30
Travatan (travaprost)
7.5%
20.10
Teva-Travoprost Z (travoprost)
0.0%
10.10
5.8%
68.10
DuoTrav (travoprost-timolol) c
Weighted average medication cost a
a,b
49.20
Costs presented in 2017 Canadian dollars (C$). b The cost and volume (mL) of the largest medication bottle size available for an active ingredient was used when >1 size was available. c The weighted average cost per month of medication was C$29.40 plus a dispensing fee of C$8.83 and 8% markup, with wastage.
Table 3. Expected Costs and Benefits of TBS in Combination with Cataract Surgery Versus Cataract Surgery Alone (Probabilistic Base Case) TBS + Cataract Surgery
Variable
Cataract Surgery Alone
Difference/ Incremental
Benefit QALYs
9.428
9.405
0.023
Average number of 1 blind eye per patient
0.0352
0.0354
0.00021
2,725.90
1,053.40
1,672.40
Surgery costs, C$
a
Primary surgery
363.60
364.60
-0.90
3,089.50
1,418.00
1,671.50
5,237.70
7,307.30
-2,069.60
Ophthalmologist visit
11,615.60
11,615.20
0.40
Visual field defect test
695.60
695.50
0.10
Optic disc imaging
606.80
606.80
0.00
IOP measurement
88.10
88.00
0.10
Low vision aids
36.60
36.90
-0.30
13,042.70
13,042.40
0.30
14.20
5.40
8.80
21,384.10
21,773.10
-389.00
Secondary surgeries Subtotal Medication costs, C$
a
Glaucoma-related healthcare resources, C$
Subtotal Adverse event costs, C$
a
a
Total costs, C$ a Cost-effectiveness ratios ICUR (Cost/QALY) ICER (Cost/blind eye avoided)
a
b
-C$16,691 (TBS arm dominates)
b
-C$1,302,385 (TBS arm dominates)
Abbreviations: ICER, incremental cost-effectiveness ratio; ICUR, incremental cost-utility ratio; IOP, intraocular pressure; TBS, trabecular bypass stent; QALY, quality-adjusted life-year. a All costs presented in 2017 Canadian dollars (C$). b Negative ratio was calculated for magnitude only and would normally not be calculated when there is dominance.
Table 1. Scenario Analyses Scenario Lifetime horizon
Result Total cost, C$
a
Total QALYs
TBS + Cataract Surgery 31,125.80
Cataract Surgery Alone 31,512.00
13.296
13.271
Total cost, C$
a
9,119.30
8,672.40
3.919
3.905
23,319.70
23,821.10
10.277
10.252
19,722.80
20,009.80
8.693
8.671
No medication wastage
Total cost, C$
Total QALYs
16,338.20
14,882.00
9.362
9.287
20,106.10
20,136.00
9.428
9.405
ICUR
0.023
TBS arm dominates (95 percentile: 72,445.80) a
93,263.80
93,909.40
9.428
9.405
-645.50 0.023 th
ICUR Total QALYs
-29.90 th
Total QALYs
Stable medication use after the end of follow-up
0.075
C$19,212.50 (TBS arm is cost-effective) (95 percentile: 60,735.61) a
ICUR
Total cost, C$
1,456.20 th
Total QALYs Total cost, C$
0.022
TBS arm dominates (95 percentile: 59,344.31) a
ICUR
Societal perspective
-287.00 th
ICUR Total cost, C$
0.025
TBS arm dominates (95 percentile: 46,219.36) a
Total QALYs Medication discontinuation with no IOP benefit by TBS implantation
-501.50 th
ICUR Total cost, C$
0.014
C$32,227.80 (TBS arm is cost-effective) (95 percentile: 125,941.37) a
Total QALYs 3% discount rate
446.90 th
ICUR Total cost, C$
0.025
TBS arm dominates (95 percentile: 55,952.02)
Total QALYs 0% discount rate
-386.20
th
ICUR 5-year time horizon
Point Estimate for Difference
TBS arm dominates (95 percentile: 86,638.05) a
20,426.50
21,185.30
9.438
9.410
-758.80 0.027 th
TBS arm dominates (95 percentile: 34,673.55)
Abbreviations: ICUR, incremental cost-utility ratio; IOP, intraocular pressure; TBS, trabecular bypass stent; QALY, quality-adjusted life-year. a All costs presented in 2017 Canadian dollars (C$). b Negative ratio was calculated for magnitude only and would normally not be calculated when there is dominance.
Précis: A cost-utility model found that iStent Inject® trabecular bypass stent implantation during cataract surgery appears to be a cost-effective strategy to reduce intraocular pressure in Canadian open-angle glaucoma patients.