| Literature DB >> 28873416 |
Sue Jowett1, Pelham Barton1, Andrea Roalfe2, Kate Fletcher2, F D Richard Hobbs3, Richard J McManus3, Jonathan Mant4.
Abstract
BACKGROUND: Clinical trials suggest that use of fixed-dose combination therapy ('polypills') can improve adherence to medication and control of risk factors of people at high risk of cardiovascular disease (CVD) compared to usual care, but cost-effectiveness is unknown.Entities:
Mesh:
Substances:
Year: 2017 PMID: 28873416 PMCID: PMC5584935 DOI: 10.1371/journal.pone.0182625
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Model health states.
Summary of model inputs.
| Data | Sources | |
|---|---|---|
| Probability of stroke (10 years) | 0.7–6.2%(age and sex dependent) | Calculated with Framingham [ |
| Probability of MI (10 years) | 1.1–9.4% (age and sex dependent) | |
| Probability of angina (10 years) | 1.5–13.3%(age and sex dependent) | |
| Probability of heart failure (10 years) | 0.4–3.9%(age and sex dependent) | |
| Probability of PVD (10 years) | 0.7–6.2% %(age and sex dependent) | |
| Stroke | 16% | D’Agostino (2008) [ |
| Myocardial infarction | 24% | |
| Angina | 34% | |
| Heart failure | 10% | |
| PVD | 16% | |
| Stroke | 0.80 (95% CI 0.73–0.86) | CTT (2005),[ |
| MI, HF, angina | 0.72 (95% CI 0.69–0.76) | CTT (2005), HPS (2002) |
| PVD | 0.85 (95% CI 0.75–0.95) | HPS (2002) |
| Fatal stroke | 0.19 | Ward (2007)[ |
| Fatal MI | 0.19–0.36 (Men) | Ward (2007) |
| 0.23–0.40 (Women) | ||
| Fatal heart failure | 0.17 (r = 68, n = 396) | Mehta (2009) [ |
| SMR after stroke | 2.72 (95% CI 2.59–2.85) | Bronnum-Hansen (2001) [ |
| SMR after MI | 2.68 (95% CI 2.48–2.91) | Bronnum-Hansen (2001) [ |
| SMR after Heart Failure | 2.17 (95% CI 1.96–2.41) | de Guili (2005) [ |
| SMR after Angina | 2.19 (95% CI 2.05–2.33) | NCGC [ |
| SMR after PVD | 2.44 (95% CI 1.59–3.74) | Leng (1996) [ |
| Number of AHT drugs required to achieve target BP | 0.60–1.52 | Law (2009)[ |
| CHD risk | 10–52% | Law (2009) |
| Stroke risk | 14–65% | Law (2009) |
| PVD risk | 13–23% | Murabito (1997)[ |
| (Dependent on age, sex and risk group) | ||
| CHD risk | 15–37% | Law (2009) |
| Stroke risk | 20–47% | Law (2009) |
| PVD risk | 13–32% | Murabito (1997) |
| (Dependent on age, sex and risk group) | ||
| Polypill adherence | 84% | TIPS (2009)[ |
| No cardiovascular event | (age and sex dependent) | General population utilities from EQ-5D (UK Tariff) (NCSR, 2006)[ |
| Death | 0 | By definition |
| Acute MI | 0.76 (0.018) | Cooper (2008)[ |
| Post MI | 0.88 (0.018) | As above |
| Acute angina | 0.77 (0.038) | As above |
| Post-acute angina | 0.88 (0.018) | As above |
| Heart failure | 0.68 (0.020) | As above |
| Stroke | 0.63 (0.040) | As above |
| PVD | 0.90 (0.020) | As above |
| £ per year | ||
| Simvastatin 40mg | 15.26 | BNF March 2013 [ |
| Amlodopine 5mg | 12.13 | BNF March 2013 |
| Indapamide 2.5mg | 11.87 | BNF March 2013 |
| Ramipril 5mg | 18.13 | BNF March 2013 |
| Polypill | 171 | Assumed same price as Trinomia |
| Unit cost £ | ||
| Blood test | 15 | Ward (2007) |
| GP visit | 33 | Curtis (2012) [ |
| Practice nurse visit | 11.25 | Curtis (2012) |
| Acute events: | One-off cost £ | |
| Stroke | 11,020 | Youman (2003) [ |
| MI | 5,487 | Palmer (2002) [ |
| Angina | 3,292 | Assumed 60% of MI cost |
| PVD | 1,971 | NHS Reference costs 2011/12 [ |
| Heart failure | 2,699 | NHS Reference costs 2011/12 |
| Long-term costs | £ per year | |
| Stroke | 2721 | Youman (2003) |
| MI | 572 | Cooper (2008) [ |
| Angina | 572 | Cooper (2008) |
| PVD | 302 | Cooper (2008) |
| Heart failure | 572 | Cooper (2008) |
SMR: Standardised Mortality Ratio; MI: Myocardial infarction; PVD: Peripheral Vascular Disease; CV: Cardiovascular
Results of the base-case analysis and probabilistic sensitivity analysis: Men.
| Age group | Strategy | Mean cost (£) | Mean QALYs | Mean CV events | Incremental cost | Incremental QALYs | ICER (£ per QALY gained) | Probability of cost-effectiveness at £20,000/QALY | Polypill vs current practice |
|---|---|---|---|---|---|---|---|---|---|
| ICER(£ per QALY gained) | |||||||||
| 40–49 | Current practice | 1,625 | 7.202 | 0.0956 | 0 | 0 | - | 0% | |
| Optimal guideline care | 1,634 | 7.216 | 0.0822 | 8 | 0.014 | 604 | 41% | ||
| Polypill | 1,878 | 7.229 | 0.0683 | 244 | 0.014 | 18,057 | 59% | 9,166 | |
| 50–59 | Current practice | 2,008 | 6.740 | 0.1499 | 0 | 0 | - | 0% | |
| Optimal guideline care | 2,013 | 6.765 | 0.1290 | 5 | 0.025 | 182 | 0% | ||
| Polypill | 2,136 | 6.784 | 0.1119 | 123 | 0.019 | 6,466 | 100% | 2,897 | |
| 60–69 | Optimal guideline care | 2,315 | 6.524 | 0.1714 | 0 | 0 | - | 0% | |
| Current practice | 2,343 | 6.477 | 0.2064 | 28 | -0.047 | Dominated | 0% | ||
| Polypill | 2,386 | 6.539 | 0.1592 | 71 | 0.015 | 4,791 | 100% | 698 | |
| 70–74 | Optimal guideline care | 2,429 | 5.916 | 0.1890 | 0 | 0 | - | 9% | |
| Current practice | 2,457 | 5.853 | 0.2334 | 28 | -0.063 | Dominated | 0% | ||
| Polypill | 2,459 | 5.922 | 0.1861 | 31 | 0.006 | 5,068 | 91% | 33 | |
| Optimal guideline care | 2,320 | 4.782 | 0.1988 | 0 | 0 | - | 69% | ||
| Polypill | 2,327 | 4.781 | 0.2005 | 7 | -0.001 | Dominated | 31% | Dominant | |
| 75+ | Current practice | 2,395 | 4.692 | 0.2564 | 68 | -0.089 | Dominated | 0% |
Results of the base-case analysis and probabilistic sensitivity analysis: Women.
| Age group | Strategy | Mean cost (£) | Mean QALYs | Mean CV events | Incremental cost | Incremental QALYs | ICER (£ per QALY gained) | Probability of cost-effectiveness at £20,000/QALY | Polypill vs current practice |
|---|---|---|---|---|---|---|---|---|---|
| ICER (£ per QALY gained) | |||||||||
| 40–49 | Current practice | 1,325 | 7.077 | 0.0505 | 0 | 0 | - | 0% | |
| Optimal guideline care | 1,343 | 7.083 | 0.0446 | 18 | 0.006 | 2,994 | 94% | ||
| Polypill | 1,671 | 7.093 | 0.0354 | 328 | 0.010 | 33,585 | 6% | 21,798 | |
| 50–59 | Current practice | 1,586 | 6.675 | 0.0894 | 0 | 0 | - | 0% | |
| Optimal guideline care | 1,599 | 6.688 | 0.0770 | 13 | 0.013 | 950 | 46% | ||
| Polypill | 1,841 | 6.701 | 0.0644 | 243 | 0.013 | 18,811 | 54% | 9,696 | |
| 60–69 | Current practice | 1,805 | 6.513 | 0.1203 | 0 | 0 | - | 0% | |
| Optimal guideline care | 1,829 | 6.530 | 0.1060 | 23 | 0.018 | 1,304 | 2% | ||
| Polypill | 1,994 | 6.546 | 0.0928 | 165 | 0.015 | 10,730 | 98% | 5,667 | |
| 70–74 | Current practice | 1,985 | 5.982 | 0.1492 | 0 | 0 | - | 0% | |
| Optimal guideline care | 2,042 | 6.009 | 0.1281 | 57 | 0.027 | 2,105 | 0% | ||
| Polypill | 2,097 | 6.022 | 0.1170 | 55 | 0.013 | 4,245 | 100% | 2,797 | |
| 75+ | Current practice | 1,880 | 4.733 | 0.1644 | 0 | 0 | - | 0% | |
| Optimal guideline care | 1,947 | 4.774 | 0.1345 | 66 | 0.041 | 1,606 | 63% | ||
| Polypill | 1,967 | 4.779 | 0.1303 | 20 | 0.005 | 4,131 | 37% | 1,870 |
Deterministic sensitivity analysis results (men aged 60–69) for polypill strategy vs optimal guideline care.
| Cost difference vs. guidelines(£) | QALY difference vs. guidelines | Most CE strategy | |
|---|---|---|---|
| 71 | 0.015 | Polypill (£4,791) | |
| Cost of polypill doubled | 342 | 0.015 | Guidelines (£76,849) |
| Cost of polypill halved | -462 | 0.015 | Polypill dominates |
| Cost of polypill reduced to £57/year | -640 | 0.015 | Polypill dominates |
| Decreased take up of polypill (25% take polypill) | 95 | -0.029 | Guidelines dominates |
| Change cost of CV events | |||
| increase by 30% | 45 | 0.015 | Polypill (£3,030) |
| decrease by 30% | 97 | 0.015 | Polypill (£6,553) |
| Quality of life reduction with polypill by 1% | 71 | -0.037 | Guidelines dominates |
| Reduction in polypill effectiveness | |||
| Antihypertensive effect reduced (statin effect fixed): | |||
| 50% | 180 | -0.004 | Guidelines dominates |
| 25% | 126 | 0.006 | Guidelines (£22,500) |
| Statins effect reduced (antihypertensive effect fixed) by 25% | 95 | 0.010 | Polypill (£9,397) |
| Antihypertensive and statin effect reduced by 25% | 151 | 0.001 | Guidelines (£228,788) |
| Increase costs of achieving optimal guideline care | -582 | 0.015 | Polypill dominates |
| Study population restricted to people with uncontrolled risk factors at baseline | -51 | - 0.013 | Guidelines (£3,952) |
| Baseline CVD risk reduced by 30% | 97 | 0.011 | Polypill (£9,110) |
| Alternative time horizon | |||
| 20 years | 49 | 0.048 | Polypill (£1,011) |
| 30 years | 42 | 0.078 | Polypill (£546) |
| Lifetime | 40 | 0.084 | Polypill (£473) |
* CE at a £20,000/QALY gained threshold
** ICER is in the south-west quadrant and polypill is not CE as it is <£20,000/QALY
† i.e. ≥20% ten year cardiovascular risk and not on a statin, and/or with systolic blood pressure > 140 mmHg
‡ 4 additional (2 GP and 2 practice nurse) consultations per year over usual care, rather than 2 (1 of each).
Deterministic sensitivity analysis results (men aged 60–69) for polypill strategy vs current practice.
| Cost difference vs. current practice | QALY difference vs. current practice | Most CE strategy | |
|---|---|---|---|
| 43 | 0.062 | Polypill (£698) | |
| Cost of polypill doubled | 1,100 | 0.062 | Polypill (£18,045) |
| Cost of polypill halved | -490 | 0.062 | Polypill dominates |
| Cost of polypill reduced £57/year | -668 | 0.062 | Polypill dominates |
| Decreased take up of polypill (25% take polypill) | 67 | 0.018 | Polypill (£3,702) |
| Change cost of CV events. | |||
| CV events increase by 30% | -67 | 0.062 | Polypill dominates |
| CV events decrease by 30% | 153 | 0.062 | Polypill (£2.490) |
| Quality of life reduction with polypill by 1% | 43 | 0.001 | Polypill (£4,475) |
| Reduction in polypill effectiveness | |||
| Antihypertensive effect reduced (statin effect fixed) | |||
| 50% | 152 | 0.043 | Polypill (£3,517) |
| 25% | 98 | 0.052 | Polypill (£1,865) |
| Statins effect reduced (antihypertensive effect fixed) by 25% | 66 | 0.057 | Polypill (£1,169) |
| Antihypertensive and statin effect reduced by 25% | 122 | 0.047 | Polypill (£2,582) |
| Study population restricted to people with uncontrolled risk factors at baseline | -102 | 0.081 | Polypill dominates |
| Baseline CVD risk reduced by 30% | 143 | 0.045 | Polypill (£3,206) |
| Alternative time horizon | |||
| 20 years | -5 | 0.190 | Polypill dominates |
| 30 years | 12 | 0.293 | Polypill (£40) |
| Lifetime | 16 | 0.315 | Polypill (£50) |
* CE at a £20,000/QALY gained threshold
† i.e. >20% ten year cardiovascular risk and not on a statin, and/or with systolic blood pressure > 140 mmHg
Optimal price of polypill.
| Subgroup | Annual cost of polypill where the polypill is CE vs optimal guideline care (£) | Annual cost of polypill where the polypill is CE vs current practice (£) |
|---|---|---|
| 40–49 | 175 | 215 |
| 50–59 | 210 | 285 |
| 60–69 | 207 | 361 |
| 70–74 | 187 | 408 |
| 75+ | 165 | 542 |
| 40–49 | 152 | 167 |
| 50–59 | 173 | 211 |
| 60–69 | 193 | 244 |
| 70–74 | 204 | 282 |
| 75+ | 185 | 324 |
(CE = <£20,000/QALY gained),. Base case price £365.25