| Literature DB >> 28951410 |
Livia Dainelli1, Tingting Xu2,3, Min Li4, Diane Zimmermann1, Hai Fang2, Yangfeng Wu4,5,6, Patrick Detzel1.
Abstract
OBJECTIVE: To model the long-term cost-effectiveness of consuming milk powder fortified with potassium to decrease systolic blood pressure (SBP) and prevent cardiovascular events.Entities:
Keywords: cardiovascular; china; cost-effectiveness; fortification; markov model; potassium
Mesh:
Substances:
Year: 2017 PMID: 28951410 PMCID: PMC5623478 DOI: 10.1136/bmjopen-2017-017136
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Baseline daily potassium intakes (mg/day) from the total diet in the Chinese population aged over 45 years. Mean is the average of intake values for all individuals within the target population; P25, P50, P75 and P95 are percentiles and represent the values of intake below which the 25%, 50%, 75% and 95% of the analysed population, respectively, falls. WHO guidelines recommend a potassium intake to at least 90 mmol or 3510 mg/day for adults. Source: Creme Global.
Figure 2Decision tree representation of the Markov model structure for each arm.63 Circles indicate chance events and triangles indicate terminal nodes. The ‘well” and ‘chronic CVD’ state represent people without or with prior AMI or stroke, respectively. For the initial population, we assigned 3.83% to start in ‘chronic CVD’ state, consistent with the prevalence of CVD in China among 50–79 years old. The remaining 96.17% start from the ‘well’ state. People in the ‘well’ state can remain in their state or passing to ‘chronic CVD’ in case of first AMI or stroke. In each cycle, people in Well and the chronic CVD states may experience a MI or stroke and have the same chances to survive as the other people in their state, regardless of their personal story. ‘Other death’ accounts for all people who die for causes different from CVD. AMI, acute myocardial infarction; CVD, cardiovascular disease; MI, myocardial infarction.
Stroke and MI incidence, mortality and risk reduction
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| Well | 50–59 | 474.07/100 000 | 13.6 | 151.42/100 000 | 38 | 290.92/100 000 | |
| 60–69 | 1087.85/100 000 | 13.3 | 419.42/100 000 | 41 | 768.88/100 000 | ||
| 70–79 | 3257.71/100 000 | 18.3 | 1241.38/100 000 | 47 | 2099.18/100000 | ||
| Chronic CVD |
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| 50–59 | 15 490.00/100 000 | 19.5 | 7960.00/100 000 | 55.5 | 4980.00/100 000 | 970.00/100 ,000 | |
| 60–69 | 20 820.00/100 000 | 19 | 11 000.00/100 000 | 59.9 | 6690.00/100 000 | 970.00/100 ,000 | |
| 70–79 | 27 980.00/100 000 | 26.2 | 15 320.00/100 000 | 68.6 | 8990.00/100 000 | 3280.00/100 ,000 | |
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| Stroke | 50–59 | 47.8 | 17.59 | ||||
| 60–69 | 37.4 | 13.76 | |||||
| 70–79 | 28.5 | 10.49 | |||||
| MI | 50–59 | 40.9 | 15.05 | ||||
| 60–69 | 29.1 | 10.71 | |||||
| 70–79 | 24.7 | 9.09 | |||||
CVD, cardiovascular disease; MI, myocardial infarction; RR, relative risk; SBP, systolic blood pressure.
Costs and utilities
| Value | Reference | |
| Milk powders price | ||
| Fortified powdered milk per serving | 1.12 | Market price per serving |
| Not fortified powdered milk per serving | 0.99 | Market price per serving |
| Outpatient drug costs | ||
| Beijing’s total outpatient drug costs per capita for hypertensive patients in 2009 Tier 1 hospital | 2186.75 |
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| Jiangsu’s total outpatient drug costs per capita for hypertensive patients in 2009 Tier 1 hospital | 983.99 |
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| Average total outpatient drug costs per capita for hypertensive patients in 2009 Tier 1 hospital | 1585.37 | |
| Inflation factor from 2009 to 2014 (%) | 17 |
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| Average total outpatient drug costs per capita for hypertensive patients in 2014 Tier 1 hospital | 1853.27 | |
| Average drug costs in Tier 1 hospital in 2014 | 18.86 |
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| Average drug costs in Tier 2 hospital in 2014 | 23.52 |
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| Average drug costs in Tier 3 hospital in 2014 | 38.64 |
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| Average drug costs in Tier 2 hospital/average drug costs in Tier 1 hospital | 1.25 | |
| Average drug costs in Tier 3 hospital/average drug costs in Tier 1 hospital | 2.05 | |
| Outpatient visit numbers in Tier 1 hospital in 2014 | 4 790 887 798 |
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| Outpatient visit numbers in Tier 2 hospital in 2014 | 1 147 086 000 |
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| Outpatient visit numbers in Tier 3 hospital in 2014 | 1 398 044 000 |
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| Share of outpatient visit numbers in Tier 1 hospital | 0.65 | |
| Share of outpatient visit numbers in Tier 2 hospital | 0.16 | |
| Share of outpatient visit numbers in Tier 3 hospital | 0.19 | |
| Average total outpatient drug costs per capita for hypertensive patients in 2014 All Tier hospital | 2295.04 | |
| Hypertension screening cost and frequency | ||
| Assumed hypertension screening yearly frequency (no of visits) | 1 | |
| Hypertension screening visit cost | 16.50 (14.50–17.20) |
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| Inpatient costs and days | ||
| Inpatient MI | 7018.75 |
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| Inpatient stroke | 3015.191761 |
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| MI inpatient days | 11 (7–15) |
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| Stroke inpatient days | 28 (23 not insured–32 insured) |
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| Chronic costs | ||
| Chronic cost for the rest of year 1 MI | 1060 |
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| Chronic cost for the rest of year 1 stroke | 650 |
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| Annual chronic cost after year 1 MI | 740 |
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| Annual chronic cost after year 1 stroke | 420 |
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| Indirect costs | ||
| GDP per capita 2014 | 13 246.87 |
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| Working days per year | 250 | 365-weekends-11 national holidays |
| Daily salary intl$ (RMB) | 53 | GDP per capita/working days |
| Discount (%) | ||
| Annual discount rate for costs and QALYs (%) | 3 | ( |
| Utilities (QALY) | ||
| MI | 0.58 |
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| Stroke | 0.7 |
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| Chronic CVD | 0.872 |
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| Death | 0 |
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| Well | 1 |
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CVD, cardiovascular disease; GDP, gross domestic product; intl$, international dollar; MI, myocardial infarction; QALY, quality-adjusted life year; RMB, Renminbi.
Base case results
| Effectiveness on SBP | Strategy | Cost | Incremental cost | QALY | Incremental QALY | ICER |
| 100% (3.68 mmHg) | Milk not fortified | 18 518.43 | 1234.07 | 16.27 | 0.26 | 4711.56 |
| Milk fortified | 19 752.5 | 16.53 | ||||
| 75% (2.76 mmHg) | Milk not fortified | 18 518.43 | 1321.2 | 16.27 | 0.2 | 6734.10 |
| Milk fortified | 19 839.63 | 16.47 | ||||
| 50% (1.84 mmHg) | Milk not fortified | 18 518.43 | 1406.43 | 16.27 | 0.13 | 10 767.12 |
| Milk fortified | 19 924.86 | 16.40 | ||||
| 25% (0.92 mmHg) | Milk not fortified | 18 518.43 | 1489.8 | 16.27 | 0.07 | 22 842.90 |
| Milk fortified | 20 008.23 | 16.33 |
ICER, incremental cost-effectiveness ratio; QALY, quality-adjusted life year; SBP, systolic blood pressure.
Figure 3Deterministic sensitivity analysis—Tornado diagrams. The bars represent the relative importance of the variables on the expected value (EV), the incremental cost-effectiveness ratio: the larger the bar, the higher the impact of that cost voice. In this case the cost of the hypertensive drugs is the one affecting the final cost the most, the hypertension visit the less. CVD, cardiovascular disease; MI, myocardial infarction.
Figure 4Probabilistic sensitivity analysis—Monte Carlo simulations. The x and y axes, respectively, represent the incremental effectiveness and cost. The dots represent the incremental cost-effectiveness ratio values outcome of 5000 simulations carried out to take into consideration the uncertainty around both cost and effectiveness. The ellipse represents 95% of all data points. The line from the origin is the willingness to pay (WTP), corresponding to the gross domestic product per capita. Points below right of the WTP line recommend the fortified milk powder as preferred strategy and are 96.32% for 3.68 mmHg (100% effectiveness), 86.24% for 2.76 mmHg (75% effectiveness), 61.34% for 1.84 mmHg (50% effectiveness) and 30.72% for 0.92 mmHg (25% effectiveness).