| Literature DB >> 26288574 |
Oskar Eklund1, Faraz Afzal2, Fredrik Borgström1.
Abstract
BACKGROUND: Tiotropium (TIO) is a well-established bronchodilator, LAMA (long-acting anticholinergic), for the treatment of moderate to very severe chronic obstructive pulmonary disease (COPD). Clinical evidence suggests that tiotropium is superior to usual non-LAMA care (UC) but may also have benefits compared to other LAMAs in preventing and limiting the effects of severe exacerbations. The primary objective of this study was to undertake a cost-effectiveness analysis of adding tiotropium to usual care versus usual care alone. A secondary objective was to assess the cost-effectiveness of tiotropium compared to glycopyrronium (GLY), another LAMA. The study was conducted with a Swedish setting in mind.Entities:
Keywords: COPD; Cost-effectiveness; Exacerbations; Glycopyrronium; Markov cohort model; Tiotropium
Year: 2015 PMID: 26288574 PMCID: PMC4539698 DOI: 10.1186/s12962-015-0040-1
Source DB: PubMed Journal: Cost Eff Resour Alloc ISSN: 1478-7547
Fig. 1Markov model state transition diagram. Within each state a patient can experience any one of the following events: (1) no exacerbation (NoEx), (2) non-severe exacerbation (Ex), (3) severe exacerbation (SevEx)
Source overview of clinical inputs
| Clinical input | Usual care | Tiotropium | Glycopyrronium |
|---|---|---|---|
| Transition probabilities | |||
| Cycles on treatment (year 0–4) | UPLIFT (UC arm) | UPLIFT (TIO arm) | UPLIFT (TIO arm)a |
| Cycles off treatment (year 4–>) | UPLIFT (UC arm) | UPLIFT (UC arm)b | UPLIFT (UC arm)b |
| Probabilities of exacerbations | |||
| Baseline risks of exacerbations | UPLIFT (UC arm) | UPLIFT (TIO arm) | UPLIFT (TIO arm) |
| Relative risks | 1.00 | N/A (probs applied) | SPARK RR TIO/GLYc |
aSeveral trials have shown comparable efficacy between tiotropium and glycopyrronium in terms of overall lung function (FEV1)
bAs there is little persistence in the effect of LAMAs after stopping treatment, transition probabilities were assumed to return to the placebo arm (usual care) probabilities in the cycle after stopping treatment
cApplied to baseline risks of exacerbations from UPLIFT (TIO arm)
Model transition probabilities by GOLD states
| Usual care | First cycle | Subsequent treatment cycles | ||||
|---|---|---|---|---|---|---|
| TO | TO | |||||
| GOLD II | GOLD III | GOLD IV | GOLD II | GOLD III | GOLD IV | |
| FROM | ||||||
| GOLD II | 0.86 | 0.13 | 0.01 | 0.91 | 0.09 | 0.00 |
| GOLD III | 0.13 | 0.81 | 0.06 | 0.08 | 0.88 | 0.04 |
| GOLD IV | 0.02 | 0.22 | 0.76 | 0.00 | 0.13 | 0.87 |
Source: [28] (derived from [17]). For tiotropium and glycopyrronium cohorts, usual care probabilities were assumed to hold when off treatment. Probabilities have been recalculated to reflect three month probabilities. Death has been excluded, as this model carries separate mortality rates derived for a Swedish population
Model probabilities of exacerbations by GOLD states
| GOLD | Usual care | Tiotropium | Glycopyrronium | ||||||
|---|---|---|---|---|---|---|---|---|---|
| II | III | IV | II | III | IV | II | III | IV | |
| No exacerbation | 0.84 | 0.78 | 0.73 | 0.87 | 0.81 | 0.77 | 0.86 | 0.79 | 0.74 |
| Non-severe exacerbation | 0.14 | 0.17 | 0.18 | 0.11 | 0.14 | 0.15 | 0.11 | 0.14 | 0.14 |
| Severe exacerbation | 0.02 | 0.05 | 0.08 | 0.02 | 0.05 | 0.08 | 0.03 | 0.07 | 0.12 |
Source: [28] (derived from [17]), [20] and own calculations to reflect three month probabilities
Direct costs (SEK 2014) by GOLD state and type of event
| GOLD II | GOLD III | GOLD IV | |
|---|---|---|---|
| No exacerbation | 1284 | 3032 | 4297 |
| Non-severe exacerbation | 4423 | 6170 | 7436 |
| Severe exacerbation | 27,817 | 29,564 | 30,830 |
Source: maintenance costs by GOLD-state from [5], exacerbation costs from [34]. Costs for mild and moderate exacerbations were merged to form non-severe exacerbations
Utility weights by GOLD state and type of exacerbation
| GOLD II | GOLD III | GOLD IV | |
|---|---|---|---|
| No exacerbation | 0.73 | 0.74 | 0.52 |
| Non-severe exacerbation | 0.72 | 0.73 | 0.51 |
| Severe exacerbation | 0.69 | 0.70 | 0.49 |
Source: baseline utility weights (no exacerbation) [35], annual utility decrements [33]
Base case inputs and assumptions
| Variable | Description | References |
|---|---|---|
| Time horizon | Life time | Assumption |
| Start age | 65 years | Based on [ |
| Sex | Both | Assumption |
| Treatment duration | 4 years | Based on [ |
| Cost of tiotropium | SEK 12.77 per day | [ |
| Cost of glycopyrronium | SEK 10.48 per day | [ |
| Discount rate | 3 % per annum (both effects and costs) | [ |
| Initial prob | GOLD II: 48 %, GOLD III: 44 %, GOLD IV: 8 % | [ |
| Transition prob | Probabilities (3-month) | [ |
| Mortality states | GOLD, age and sex dependent | [ |
| Mortality severe ex | Excess mort increasing with age | [ |
| Exacerbation risks | Probabilities (3-month) | [ |
Base case results—tiotropium vs usual care
| UC | TIO | TIO–UC | |
|---|---|---|---|
| Costs (SEK 2014) | |||
| Treatment costs | 0 | 17,315 | 17,315 |
| Direct costs | 167,654 | 165,380 | −2274 |
| Total costs | 167,654 | 182,695 | 15,041 |
| Health outcomes | |||
| QALYs | 7.18 | 7.25 | 0.07 |
| Life years | 10.18 | 10.26 | 0.08 |
| ICER | 224,850 | ||
All costs and effects discounted at an annual rate of 3 %
Base case results—tiotropium vs glycopyrronium
| GLY | TIO | TIO–GLY | |
|---|---|---|---|
| Costs (SEK 2014) | |||
| Treatment costs | 13,965 | 17,315 | 3351 |
| Direct costs | 166,308 | 165,380 | −928 |
| Total costs | 180,272 | 182,695 | 2423 |
| Health outcomes | |||
| QALYs | 7.02 | 7.25 | 0.23 |
| Life years | 9.93 | 10.26 | 0.33 |
| ICER | 10,456 | ||
All costs and effects discounted at an annual rate of 3 %
Fig. 2Tornado diagram ICER (TIO vs UC)
Fig. 3Tornado diagram ICER (TIO vs GLY)
One-way sensitivity analysis (ICER in SEK 2014)
| Variable of interest | Value | TIO vs UC | TIO vs GLY |
|---|---|---|---|
| Base case | 224,850 | 10,456 | |
| Discount rate | 0 % | 187,684 | 13,206 |
| 5 % | 249,658 | 8523 | |
| Time horizon | 5 years | 592,149 | Dominating |
| 10 years | 326,192 | 2233 | |
| 20 years | 235,715 | 9641 | |
| Treatment duration | 1 year | 102,727 | 9849 |
| 10 years | 294,652 | 12,081 | |
| Life (35 years) | 330,299 | 14,962 | |
| Sex | Males only | 230,862 | 9646 |
| Females only | 220,021 | 11,141 | |
| Start age | 40 | 320,470 | 2119 |
| 80 | 240,894 | 11,043 | |
| GOLD start dist | All start in GOLD II | 225,925 | 12,878 |
| All start in GOLD III | 224,903 | 9172 | |
| All start in GOLD IV | 217,926 | 7084 | |
| Mortality | Normal mortality (not adjusted for COPD) for all GOLD states | 232,402 | 11,522 |
| 20 % higher excess mortality (Sev Ex) | 204,979 | 12,424 | |
| 20 % lower excess mortality (Sev Ex) | 247,036 | 8093 | |
| Effect of tiotropium on Sev Ex | Low 95 % CI from studiesa (RR Sev Ex) | 103,232 | 114,589 |
| High 95 % CI from studiesa (RR Sev Ex) | 5,845,054 | 2859 | |
| Direct costs of Sev Ex | 20 % higher | 221,336 | 5665 |
| 20 % lower | 228,367 | 15,246 | |
| QoL loss of Sev Ex exacerbations | 0 % loss | 225,934 | 10,528 |
| 20 % loss | 221,429 | 10,235 |
“Dominating” tiotropium is dominating, “dominated” tiotropium is dominated
Base case: RR SevEx GLY vs TIO = 1.43
aTIO vs UC, Hettle et al.; TIO vs GLY, RR SevEx in SPARK 1.43 (CI 1.05–1.97, P: 0.025)
Fig. 4Cost-effectiveness acceptability curve for TIO vs UC
Fig. 5Cost-effectiveness acceptability curve for TIO vs GLY