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* Centre for Health Economics, Faculty of Business and Economics, Monash University, Victoria 3800, Australia and
Nutrition, Vieillissement et Maladies Cardiovasculaires (NVMCV), UFR de Médecine, Domaine de la Merci 38056 La Tronche, France
4 To whom correspondence should be addressed. E-mail: kim.dalziel{at}buseco.monash.edu.au.
| ABSTRACT |
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)] based on the resource use to which published unit costs were applied. Cost and benefits were discounted at 5% per annum. The main outcome measure was cost per quality-adjusted life year (QALY) gained. Extensive 1-way sensitivity analyses were performed. The Mediterranean diet compared with a prudent Western diet was estimated to cost AU$1013 (US$703,
579) per QALY gained per person. There was a mean gain in life years of 0.31/person and a gain in quality-adjusted life years of 0.40/person. Based on the published results from the Lyon Diet Heart Study and conservative assumptions, the Mediterranean diet is highly cost-effective for persons after a first AMI and represents an exceptional return on investment. Policy makers should strongly consider the generalizability of results to their own setting.
KEY WORDS: myocardial infarction nutrition Mediterranean diet economic analysis cost-effectiveness
Heart disease comprised around one third of global deaths in 2001 (1);
80% of cardiovascular deaths took place in low-to-middle income countries, and it is anticipated that heart disease will be the leading cause of death in developing countries by 2010 (1). It was estimated that more than half of the deaths and disability from heart disease and stroke could be prevented by modifications to lifestyle such as diet, activity, and smoking (1). At least 20 million people world wide survive heart attacks and strokes each year with a significant portion requiring costly ongoing clinical care (1). In 2005, the cost of heart disease and stroke in the United States is projected to exceed $394 billion (2).
Lifestyle changes related to diet have the potential to modify disease outcomes and costs of management. Lifestyle interventions were successfully tried in several populations (36), including in patients surviving an initial heart attack. The Mediterranean diet is one such lifestyle option found to be protective (3). Key elements of the Mediterranean diet are more whole-grain bread, more fruit and green vegetables, more fish, less red meat, no butter or cream, and oils/spreads restricted to olive oil. Moderate alcohol consumption (wine) is usually permitted.
Advice to adopt a Mediterranean diet was shown to induce behavior change in patients after a first myocardial infarction (7) confirmed by a change in nutrient intake (3) consistent with the dietary recommendations. The diet was also shown to be effective in preventing further cardiac events (3) and reducing mortality. The assessment of the economic performance of the Mediterranean diet is timely given the interest of policy makers in cost-effectiveness, the dearth of published literature on lifestyle interventions, and the continuing burden of heart disease.
The aim of our study was to assess the economic performance of the Mediterranean diet after myocardial infarction, in terms of cost per quality-adjusted life year (QALY).5 By expressing performance as cost per QALY, it is possible to compare this nutrition intervention with other approaches to the prevention and management of disease. Cost-effectiveness analyses are a critical input to ensuring the best use of scarce health care resources and are increasingly relied on by policy makers, health care managers, and clinicians.
| MATERIALS AND METHODS |
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The intervention. A search was conducted for high-quality studies [randomized controlled trials (RCTs) or meta-analyses] evaluating the effect of a Mediterranean diet in those with a previous acute myocardial infarction (AMI) on clinical outcomes compared with a typically recommended diet. Medline (OVID 1966 to current) and the Cochrane Database of Systematic Reviews (including American College of Physicians' Journal Club, Database of Abstracts of Reviews of Effectiveness, and Cochrane Controlled Trials Register) were searched in August 2005 using key words and subject headings for "myocardial infarction" and key words for "Mediterranean diet." A total of 43 studies were identified, 3 of which were RCTs assessing effectiveness of the Mediterranean diet in patients with previous heart disease (3,8,9).5 The Lyon Diet Heart Study (3) was chosen as the key source of effectiveness data for this economic evaluation due primarily to the longer follow-up period.
The Lyon Diet Heart Study was conducted in 6 health services within Lyon, France between March 1988 and March 1992. The trial design and outcomes were described in detail in a number of key papers along with a detailed assessment of potentials for bias (3,7,10,11). A total of 605 patients aged <70 y were recruited into the study. Participants all had survived a myocardial infarction within 6 mo of enrolment. Recruitment took place in the hospital and patients were randomized at an outpatient clinic 2 wk after discharge to the Mediterranean diet (n = 303) or Western diet (n = 302) group. Participants' mean age was 54 y (SD 10 y) and 91% were men (549/56). The baseline characteristics of the 2 study groups were similar.
The intervention group received dietary advice during a 1-h consult with the research cardiologist and dietitian "to adopt a Mediterranean-type diet" as described in the introduction [for full diet composition refer to (7)]. In addition, intervention participants were supplied with rapeseed margarine (7). Intervention patients were seen at 8 wk, then annually for up to 4 y for further counseling by the research dietitian and completion of a dietary survey, and for data collection and counseling by the research cardiologist.
Control group participants received the usual advice for cardiac patients from the hospital dietician or attending physician [for full diet composition refer to (7)]. They also saw the cardiologist for data collection at 8 wk, then annually for up to 4 y.
Effectiveness. Results were analyzed on an intention to treat basis aside from 21 randomized patients who refused follow-up shortly after the start of the study (3). The majority (92.4 and 93.4%) of the original 302 intervention group and 303 control group participants randomized, who were still alive and not censored, attended the final study visit. Of the 15 control and 19 intervention patients who did not attend the final visit, vital status was known for all except 4.
At the 4-y follow-up, the Mediterranean diet group had 6 cardiac deaths compared with 19 in the control group [relative risk (RR) 0.35, 95% CI 0.150.83, P = 0.01] and there were 14 combined cardiac deaths or nonfatal AMIs in the Mediterranean diet group compared with 44 in the control group (RR 0.28, 95% CI 0.150.53, P = 0.0001). There were 14 deaths from all causes in the Mediterranean diet group compared with 24 in the control group (RR 0.44, 95% CI 0.210.94, P = 0.03). There were 68 minor events (e.g., stable angina, revascularization, or restenosis) in the Mediterranean diet group compared with 90 in the control, 13 major events excluding stroke (e.g., unstable angina, heart failure, or pulmonary embolism) in the Mediterranean diet group compared with 42 in the control group, and 4 strokes in the control group with none in the Mediterranean diet group. Results were used to inform the economic model and are reported in full in (3).
Measurement of economic performance. The primary measure of economic performance was the cost per QALY (quality-adjusted life year) gained, a measure combining the effect on quality of life and mortality. The QALY is a commonly adopted health outcome measure and is derived by combining length of time in a health state with the "utility" of that health state. Utility is measured on a scale from 0 to 1 [using specified techniques (12,13)] in which 0 corresponds to a health state equivalent to death and 1 represents full health. Thus, for example, an extra year spent in full health would contribute +1 QALY, as would 4 y in better health involving a change in "utility score" from 0.45 to 0.7.
Utilities applied to the 5 distinct health states were obtained from the published literature: 0.93 for event free (14), 0.89 for minor events (14), 0.88 for AMI (15), 0.78 for major events (14), and 0.54 for stroke (16). The cost per additional cardiac death or AMI averted (the major primary endpoint for the trial), was also calculated for the Mediterranean diet compared with the Western diet.
Costing.
The cost of the intervention was based on the incremental resource use for the Mediterranean diet group compared with the Western diet group described in the reports of the clinical trial (7), to which Australian published unit costs (2003) were applied and converted into US$ and Euros (
) using published exchange rates (June 2004). The additional costs were composed of an initial consult with a cardiologist and a dietician, a follow-up visit with a dietician at 8 wk, and again annually for y 2 to 4 (Table 1), with unit costs derived from the Australian Medicare Benefits Schedule (17), plus differential food costs (see below).
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232) for y 1 plus an additional AU$224 (US$155,
128) per year for y 2 to 4, or AU$1076 (US$747,
615) in total (Table 1). The costs of management were captured in transition costs, which were incurred each time a person experienced an event regardless of study groupsee modeling section below. Mean per patient costs of management associated with each event category and data sources were also incorporated (Table 2). These included hospital costs only and thus provided a lower bound estimate, except for stroke, which also included community-based costs for y 1 after the event. In addition, in the sensitivity analysis, costs for stroke were also assigned to each patient each cycle to reflect the on-going cost of management.
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Individuals were allocated into one of 5 discrete health states: alive free of further events, alive following minor events (e.g., stable angina, revascularization, or restenosis), alive following AMI, alive following major event (e.g., unstable angina, heart failure or pulmonary embolism), alive following stroke, and death (Fig. 1). The cohort progressed annually (cycle length 1 y) between these health states according to transition probabilities derived from the trial and from the published literature (Table 3). Each year, the cohort for each intervention group accumulated costs and quality-adjusted length of life. Results were summed over the period of the model and total costs and total QALYs compared for the control and intervention groups. Rates were transformed into transition probabilities using the generally accepted approach (22). The model commenced with all people in "alive free of events." The model presumed a 1-way progression in health state (from least severe to most severe). The model assumed that no transitions other than from "alive free of events" were permitted in y 1 to 4 (the original trial period). The model also assumed that the intervention group transitions from "alive free of events" reverted to the control probabilities after y 4.
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| RESULTS |
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6217) when program and food costs were included to AU$1778 (US$1234,
1016) when the costs of cardiac events were also incorporated (Table 4). When modeled over 10 y, the Mediterranean diet resulted in an incremental cost per QALY gained of AU$1013 (US$703,
579) per person. It also led to mean gains of 0.31 life years per person or 0.40 quality adjusted life years per person.
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238) when the number of consultations was halved to AU$7149 (US$4963,
4085) when the lower limit for the intervention effect (more cardiac events) was used.
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| DISCUSSION |
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579) per person, with estimates remaining highly cost-effective under all scenarios considered in sensitivity analyses. This economic evaluation was based on effectiveness from a high-quality randomized control trial involving a follow-up period sufficient to observe the effect not just on behaviors but also on health. Results were confirmed by more recent epidemiological observations (29,30). Economic estimates are certain and robust as confirmed by the sensitivity analysis, which shows that under a range of plausible assumptions, provision of advice to adopt a Mediterranean-style diet in persons after AMI is cost-effective. The results of this economic evaluation support the adoption of this intervention in similar patient cohorts. Strengths and limitations. The main area of uncertainty is the generalizability of effectiveness results, although the original Lyon Diet Heart study was conducted in French patients not usually consuming a Mediterranean-type diet. The analysis was based on a single high-quality study rather than a meta-analysis, although we note that the results of the other 2 identified trials of the use of a Mediterranean diet reported similar outcomes. Issues that might affect the generalizability include the following: first, the baseline prevalence of first and subsequent AMIs in the community because any substantial departure from the study experience will affect absolute risks even if relative risks are unchanged; second, the typical current management of heart disease; and third, the cultural acceptance of the intervention, usual dietary patterns in the community, and usual dietary advice in this cohort.
There is an argument that more than a decade after the original trial, the prevalence and management of heart disease and AMI have changed such that there is now less scope for potential benefit. It should be noted, however, that France (the setting of the original study) had and still has very low rates of heart disease compared with most other countries. There were 10.46 AMI female deaths/100,000 population in France in 1997 compared with 33.89 in Australia, and 28.45 in the United States. Similarly, there were 29.35/100,000 population male AMI deaths in France in 1997 compared with 64.45 in Australia, and 56.40 in the United States [age standardized to world population, (31)]. Thus, although countries like Australia have seen a decreasing rate of fatal AMIs over the last 2 decades, down from 203.9/100,000 population in 1980, 145.8 in 1990, to 78.2 in 2000 [age standardized to Australian population, (32)], current rates are still higher than those in France in the early 1990s when the Lyon Diet Heart Study was being conducted. Given that the Lyon Diet Heart Study found a large effect in a population with low rates of heart disease, the potential benefit could well be greater in a population with higher rates of heart disease.
In relation to estimated costs, generalizability is more problematic because management patterns and cost of hospitalization vary across health systems. However, the transparency of the evaluation process will aid comparisons. Ideally, costs would have been estimated on the basis of resource use in America and Europe, rather than the currency conversion provided. However, lower inpatient costs in Australia for events avoided mean that the intervention is likely to be associated with an even greater cost savings in other countries, and reported estimates should therefore be conservative. Food costs may also vary across countries depending on local availability of products and local cost of living. Our evaluation provided costing based on Australian data for a subset of foods that make up each typical diet. Although this is a simplistic approach, the selected food basket was chosen to provide a high estimate of the differential cost of the Mediterranean diet. Furthermore, sensitivity analysis shows that even if food costs were doubled for each diet, the intervention would still be cost effective at $2738 per QALY gained. We also note that estimated cost effectiveness is likely to be conservative for the following reasons: we included only transition or event costs in our analysis and not on-going differentials in costs of management, which would lead to an increase in the cost differential between the Mediterranean diet and Western diet groups; the analysis used an intention to treat approach that will bias results toward the null; and the Mediterranean diet may also significantly reduce other disease such as cancer even in the short term [(33) such probable benefits are included only to the extent that they are captured in all-cause mortality]. Thus, it is likely that the Mediterranean diet would prove cost saving under a range of highly plausible scenarios.
The preparedness and capacity of other groups to adopt a Mediterranean-style diet are also important. According to recent studies, the uptake of a Mediterranean diet is theoretically possible in other countries such as Germany based on the availability of food (34). However, nutrition is not just about food availability; it is also about lifestyle, culture, and social structure. It would seem that the Mediterranean diet, or the key protective elements of the diet are transferable to people not living in the region as evidenced by the fact that the original population in the Lyon Diet Heart Study did not normally consume the traditional Mediterranean diet (35). It may be that some people prefer a Western diet as evidenced by its large uptake, although there are other possible explanations such as habit, lack of exposure, necessary food/cooking skills, and the availability of information to make informed decisions. It seems that although the diet is theoretically transferable, this would not be automatic. Further research into implementation of the Mediterranean diet in other regions of the world is warranted. The adoption of the diet is aided in that it is attractive for its famous palatability (36).
Important changes in the management of heart disease may affect generalizability, but this is uncertain. At the time of the Lyon Diet Heart Study, acetylsalicylic acid therapy, angiotensin-converting enzyme inhibitors, and ß-blockers were used similarly to current management, but the use of statins has increased substantially. However, a recent trial in which patients were randomized to the Mediterranean diet plus statin treatment or statin treatment alone found that the addition of the diet substantially and significantly improved clinical outcomes (8). There is an inherent contradiction in study design, with a lengthy follow-up period desirable for assessment of longer term effects, but with the increased likelihood that management will have changed since study commencement.
Although utility data would be based ideally on directly collected utility/quality of life scores for the original patient cohort, quality of life was not measured in the Lyon Diet Heart Study. We thus relied on published utilities chosen to closely match the reported health states (generated using the preferred time trade-off technique) (12,13). Any potential error is small because the vast majority of QALY gain is driven by a reduction in events observed directly from the trial rather than the assigned utilities.
Relation to previous research.
To our knowledge, this is the first cost-effectiveness study of the Mediterranean diet for any patient group; we were able to locate only one other cost utility study of any nutrition intervention in cardiology (37). The results can be compared with other interventions for persons with established heart disease. For example, another study (38) reported a cost per life year saved of US$3,600 for ß-blocker therapy, US$20,200US$2,024,800 for lovastatin, US$9200US$1,142,00 for coronary artery by-pass grafting, US$1300US$3900 for physician counseling to stop smoking, and US$124,400 for exercise electrocardiogram. The WHO defines very cost-effective interventions as costing less than mean gross domestic product per head which equates to
$24,000 for Europe, $31,000 for the United States, and $28,000 for Australia in 2000 international dollars (39). The Mediterranean diet compares most favorably and is well below WHO cost-effectiveness thresholds, reflecting the large reduction in cardiac event rates achieved, through a relatively low cost intervention.
In conclusion, based on the published results from the Lyon Diet Heart Study, and conservative assumptions, the Mediterranean diet was highly cost-effective for persons after a first AMI. Replicating the Mediterranean diet intervention in other countries and health settings could substantially improve health outcomes and reduce the use of health care resources. With risk factors related to coronary heart disease continuing to rise across the world, this represents an important opportunity for cost-effective preventive care.
| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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2 Supplemental Table 1 shows the full costing of the Mediterranean and Western diets and is available with the online posting of this paper at www.nutrition.org. ![]()
3 We note the expression of concern recently published by the Lancet regarding the validity of this study (Horton R. Expression of concern: Indo-Mediterranean Diet Heart Study. Lancet 2005; 366; 354-6). ![]()
5 Abbreviations used: AMI, acute myocardial infarction; QALY, quality-adjusted life year; RCT, randomized controlled trial; RR, relative risk. ![]()
Manuscript received 15 February 2006. Initial review completed 9 March 2006. Revision accepted 7 April 2006.
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