Cost-benefit of stockpiling drugs for influenza pandemic.We analyzed strategies for the use of stockpiled antiviral drugs Antiviral Drugs Definition
Antiviral drugs are medicines that cure or control virus infections.
Antivirals are used to treat infections caused by viruses. in the context of a future influenza pandemic
A supply stored for future use, usually carefully accrued and maintained.
tr.v. stock·piled, stock·pil·ing, stock·piles
To accumulate and maintain a supply of for future use. of oseltamivir appears to be cost-saving to the economy under several treatment strategies, including therapeutic treatment of patients and postexposure prophylactic treatment prophylactic treatment
The institution of measures to protect a person from a disease to which he or she has been, or may be, exposed. Also called preventive treatment. of patients' close contacts.
The widespread epidemic of highly pathogenic avian influenza avian influenza: see influenza. that emerged in east Asia East Asia
A region of Asia coextensive with the Far East.
East Asian adj. & n. continues today. As the epidemic grows, so does the probability that this virulent vir·u·lent
1. Extremely infectious, malignant, or poisonous. Used of a disease or toxin.
2. Capable of causing disease by breaking down protective mechanisms of the host. Used of a pathogen.
3. virus will acquire genetic traits for increased person-to-person transmissibility trans·mis·si·ble
That can be transmitted: transmissible signals.
trans·mis , potentially setting the stage for the next global influenza pandemic (1).
The next pandemic pandemic /pan·dem·ic/ (pan-dem´ik)
1. a widespread epidemic of a disease.
2. widely epidemic.
Epidemic over a wide geographic area.
n. will be associated with major adverse health and economic outcomes, with estimated costs reaching US$166 billion in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. alone (2). The World Health Organization recently encouraged health authorities to consider stockpiling antiviral drugs in anticipation of a pandemic (3). However, the cost-benefit of stockpiling has yet to be assessed, and the optimal strategy for antiviral antiviral /an·ti·vi·ral/ (-vi´ral) destroying viruses or suppressing their replication, or an agent that so acts.
adj. use is still under debate. The Israeli Ministry of Health appointed a working group to address national preparation for an influenza pandemic. We set out to identify strategies for the use of the antiviral drug antiviral drug, any of several drugs used to treat viral infections. The drugs act by interfering with a virus's ability to enter a host cell and replicate itself with the host cell's DNA. oseltamivir in the containment of a pandemic and to construct a mathematical model
We estimated the health-related impact of pandemic influenza on the Israeli population, by using rates (illness, physician visits, hospitalizations, and deaths) derived from previous pandemics, according to according to
1. As stated or indicated by; on the authority of: according to historians.
2. In keeping with: according to instructions.
3. Meltzer et al. (2). Costs related to these outcomes were calculated from data provided by a major Israeli healthcare organization (4) and by the Israeli Central Bureau of Statistics (5). We calculated direct costs to the healthcare system and overall costs to the economy, the latter including the value of lost workdays but not the potential value of lost lives. Point estimates of variables used in the base-case model are detailed in Table I and online Appendix l (available from http:// www.cdc.gov/ncidod/EID/vol11no08/04-1156_appl.htm).
According to base-case assumptions, a pandemic would result in an estimated 1,618,200 patients ([approximately equal to] 25% of the Israeli population), 781,921 physician visits, 10,334 hospitalizations, 2,855 deaths, and 6,536,240 lost workdays. These outcomes would result in an excess of $55.4 million in health-related costs and in overall costs to the economy of $523.5 million ([approximately equal to] 0.5% of the Israeli gross domestic product).
We defined 3 strategies for the use of antiviral drugs during a pandemic: therapeutic use, long-term preexposure prophylaxis prophylaxis (prō'fĭlăk`sĭs), measures designed to prevent the occurrence of disease or its dissemination. Some examples of prophylaxis are immunization against serious diseases such as smallpox or diphtheria; quarantine to confine , and short-term postexposure prophylaxis Postexposure prophylaxis (PEP)
Any treatment given after exposure to a disease to try to prevent the disease from occurring. In the case of rabies, PEP involves a series of vaccines given to an individual who has been bitten by an unknown animal or one that is for close contacts of influenza patients (with index patients under treatment). The first 2 strategies could target either the entire population or only those at high risk for complications. The efficacy of therapeutic treatment was based on currently available evidence regarding epidemic influenza (online Appendix 1). Systematic review and meta-analysis were used to estimate the efficacy of preexposure prophylaxis, while the expected efficacy of postexposure prophylaxis and the number of persons treated under this strategy were estimated by using the results of a recently published stochastic By guesswork; by chance; using or containing random values.
stochastic - probabilistic simulation model (6).
The impact of each strategy on health-related outcomes was analyzed in a spreadsheet model by using the formulas summarized in online Appendix 2 (available from http:// www.cdc.gov/ncidod/EID/vol11no08/04-1156_app2.htm). Briefly, the economic benefit of each strategy was calculated by multiplying each of the reductions in adverse outcomes by its estimated economic value. The cost of each strategy was calculated by multiplying the estimated number of treated persons by the discounted cost of a single antiviral course. Oseltamivir was selected as the drug of choice, at a daily dosage of 75 mg for prophylaxis and 150 mg for treatment (7). Oseltamivir stockpiling costs were calculated with prices quoted in March 2004 by the manufacturer's representative in Israel for uncapsulated, water-soluble, bulk active powder with a 10-year shelf life.
We compared the economic outcomes of each of the 5 strategies with nonintervention non·in·ter·ven·tion
Failure or refusal to intervene, especially in the affairs of another nation.
non , estimated stockpiling costs, and calculated cost-benefit ratios. Based on the historic incidence of 3 influenza pandemics over the last century, we adjusted all cost-benefit outcomes for a conservatively estimated probability of 3 pandemics every 100 years and applied a wide range of estimates for sensitivity analyses (online Appendix 1). Table 2 details the cost-benefit ratios of the competing strategies. Therapeutic treatment and postexposure prophylaxis were shown to be cost-saving, with a cost-benefit ratio of 2.44-3.68.
Since many characteristics of the next pandemic viral strain remain unknown, our modeling methods and parameter estimates were designed to consistently underestimate intervention-related benefits, thus yielding minimum estimates of the true cost-benefit ratios. In a series of multivariate The use of multiple variables in a forecasting model. sensitivity analyses that used the variable ranges detailed in Table 1, the model proved to be robust. Even under the most unfavorable estimates, prepandemic stockpiling remained cost-saving as long as the estimated probability of a pandemic remained >1 every 80 years. No consistent advantage to either therapeutic or short-term prophylactic prophylactic /pro·phy·lac·tic/ (pro?-fi-lak´tik)
1. tending to ward off disease; pertaining to prophylaxis.
2. an agent that tends to ward off disease.
n. use of antiviral drugs could be determined.
In light of recent episodes of human infection with avian influenza, the World Health Organization reiterated its 1997 call for all countries to prepare for the next "inevitable, and possibly imminent" pandemic (3). Strain-specific vaccine, the most effective tool for influenza control, will most likely not be available in the early stages of a pandemic because of its prolonged development time (3), and early control measures will have to employ alternative options, mainly the judicious use of antiviral drugs. These drugs are likely to be in short supply if not preemptively stockpiled (3). Compared with neuraminidase inhibitors, the M2-inhibitor drugs have several major disadvantages, mainly high rates of viral resistance (as shown in recent H5N 1 and H9N2 isolates) and adverse effects (8).
Our model suggests that prepandemic stockpiling of oseltamivir is cost-saving to the economy over a wide range of treatment strategies. Stockpiling is also directly cost-saving to the healthcare system, if oseltamivir use is limited to treating patients at high risk. Investment in stockpiling remains cost-saving to the economy as long as the estimated annual pandemic risk remains >1 pandemic every 80 years. In the last 400 years, at least 31 pandemics have been recorded (8), so that regardless of recent events in Southeast Asia Southeast Asia, region of Asia (1990 est. pop. 442,500,000), c.1,740,000 sq mi (4,506,600 sq km), bounded roughly by the Indian subcontinent on the west, China on the north, and the Pacific Ocean on the east. , present investments in antiviral agents can be expected to yield a substantial economic return of >$3.68 per $1 invested, while saving many lives.
This favorable cost-benefit ratio can be achieved if stockpiled antiviral drugs are administered either solely as a therapeutic measure or as short-term prophylaxis for exposed contacts, a strategy termed "ring prophylaxis" (9) or "targeted prophylaxis" (6). Only 1 study published to date (6) used dynamic mathematical modeling to examine the expected effectiveness of this latter control measure on the population level; that study suggested that this strategy may significantly reduce illness and death. This epidemiologically directed short-term prophylaxis of close contacts may require antiviral stockpiles considerably larger than necessary for therapeutically treating patients, but our model suggests that this investment may still prove costsaving, providing that the outbreak dissemination patterns and population attributes correlate with those assumed by Longini et al. (online Appendix 1).
When one considers a ring prophylaxis strategy, the risk of "strategy failure" due to early antiviral stockpile stock·pile
A supply stored for future use, usually carefully accrued and maintained.
tr.v. stock·piled, stock·pil·ing, stock·piles
To accumulate and maintain a supply of for future use. depletion must be considered. If postexposure prophylaxis does not confer sufficient immunity upon exposed contacts who underwent prophylaxis, and if vaccines or additional antiviral agents do not become available, rapid consumption of available stocks may leave the population vulnerable to additional outbreak waves, potentially caused by influx of new cases. The probabilities of similar "failure" scenarios are difficult to assess and were not included in our analysis. Application of this strategy for the entire population without surplus antiviral reserves should therefore be considered cautiously and monitored closely.
This study aimed to elicit minimum cost-benefit estimates for investment in a national antiviral stockpile. Among our conservative assumptions, we chose to exclude indirect costs Indirect costs are costs that are not directly accountable to a particular function or product; these are fixed costs. Indirect costs include taxes, administration, personnel and security costs. See also
n process that occurs when a virus is present in bodily fluids or open wounds and can thereby be transmitted to another person, as with herpetic lesions. afforded by neuraminidase inhibitors (7), such as a lower secondary attack rates among untreated contacts. We also ignored the possibility that a fully implemented prophylactic strategy might achieve full containment of the outbreak (probability estimated at [approximately equal to] 6% for 7-day postexposure ring prophylaxis (6), dependent on several factors such as compliance, delay in treatment initiation, and basic reproductive number (6,10). Finally, as witnessed during the epidemic of severe acute respiratory syndrome Severe Acute Respiratory Syndrome (SARS) Definition
Severe acute respiratory syndrome (SARS) is the first emergent and highly transmissible viral disease to appear during the twenty-first century. (SARS), the economic consequences of a rapidly disseminating disease extend well beyond direct costs to the healthcare system and lost workdays. Canada had losses >$1 billion during the SARS epidemic, although the disease directly affected <500 patients (11). From an economic viewpoint, mitigating a pandemic could prevent extensive indirect economic losses.
The conclusions of this study must be considered carefully during the planning of antiviral stockpiling. Drug prices can be expected to change substantially as a result of contractual negotiations with manufacturers (although our results indicate stockpiling may remain cost-saving even if drug costs are more than tripled, as would be the case if preprepared capsules are purchased). Powder-form antiviral drugs have considerable advantages in terms of cost and shelf life, but the logistical aspects of their preparation and distribution should be further assessed to confirm feasibility. Finally, we assumed that strain-specific vaccine would not be available in sufficient quantities during the first stages of the pandemic. Efforts are currently being directed towards shortening this delay. Once available, strain-specific vaccines would likely be the favored intervention, with antiviral agents serving as adjunct treatment. In summary, prepandemic stockpiling of antiviral drugs can be expected to prove cost-saving. Cost-beneficial strategies for their use may involve treatment of patients, and, if backed by adequate antiviral stockpiles, short-term postexposure prophylaxis of close contacts. These strategies should be considered when planning stockpiling efforts.
Several countries have already begun active stockpiling efforts (12), sufficient in some cases to allow antiviral treatment of up to 25% of the population (13). We believe that antiviral stockpiling should be considered a prudent investment that may help mitigate this impending im·pend
intr.v. im·pend·ed, im·pend·ing, im·pends
1. To be about to occur: Her retirement is impending.
2. global threat.
Table 1. Point estimate and range of values for selected model variables * Point Variable estimate Range Overall attack rate, % ([dagger]) 25 15-35 Probability of pandemic (per year) 3 1-10 Adult workdays lost, by age, y <1-[less than or equal to] 18 3.7 2-5 19-64 4.9 3-7 [greater than or equal to] 65 0.5 0.25-2 Average hospital stay (days) by age, y <1-[less than or equal to] 18 4.0 2-5 19-64 5.8 2-7 [greater than or equal to] 65 7.0 4-9 Patients seeking medical care within 80 70-90 48 h,% Efficacy of antiviral prophylaxis, % Preexposure prophylaxis (50 days) 71 57-85 Postexposure prophylaxis (7 days) 36 25-47 Efficacy of antiviral therapy, % Reduction in hospitalizations 59 30-70 Reduction in antimicrobial drug use 63 40-80 Reduction in lost workdays under 1 0.5-1.5 treatment * Complete list and references available in online Appendix 1. ([dagger]) Population attack rate was calculated by stratifying the population by age and risk and applying age- and risk-specific attack rates and ranges (online Appendix 1). Table 2. Cost-benefit ratios of antiviral utilization strategies * Cost-benefit ratio, relative to nonintervention Direct All costs healthcare Strategy to economy costs NI No intervention (base case) Ref. Ref. 1a Therapeutic use (all patients) 2.44 0.30 1b Therapeutic use (limited to patients 3.68 1.51 at high risk) 2a Preexposure long-term prophylaxis of 0.38 0.04 entire population 2b Preexposure long-term prophylaxis, 0.37 0.10 limited to high-risk population 3a Postexposure short-term prophylaxis 2.49 0.27 for all close contacts ("ring prophylaxis'), including treatment of index patients * Ref., reference value of zero divided by zero.
We thank Alex Leventhal and Shmuel Reznikovitch for their support and contribution to this work.
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Geneva (jənē`və), Fr. Genève, canton (1990 pop. 373,019), 109 sq mi (282 sq km), SW Switzerland, surrounding the southwest tip of the Lake of Geneva. , 16-18 March 2004. Wkly Epidemiol Rec. 2004;79:107-8.
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(4.) Cohen cohen
(Hebrew: “priest”) Jewish priest descended from Zadok (a descendant of Aaron), priest at the First Temple of Jerusalem. The biblical priesthood was hereditary and male. Y. Tamiflu pharmaco-economic dossier, part C: evaluation of influenza cost of illness in Israel. Natanya (Israel): Quintiles Quintiles Transnational Corp. is a contract research organization which serves the pharmaceutical, biotechnology and healthcare industries. History
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(10.) Soares C. Cooping Cooping was a practice by which unwilling participants were forced to vote often several times over for a particular candidate in an election:
"Political gangs were willing to go to great extremes to ensure the success of their candidates. . .up avian flu avian flu: see influenza. . Sci Am. 2005;292:20-2.
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(12.) Finland says it's to buy stocks of Roche's Tamiflu. Reuters Health Information [serial online], Mar 10, 2005 [cited 15 May 2005]. Available from http://www.influenza.com/
(13.) Coombes Coombes is a hamlet and civil parish in the Adur District of West Sussex, England. It is located three miles (5km) north of Shoreham by Sea on the River Adur. The 11th century village church has frescoes, some of the most important in England, and painted about 1100 A.D. R. UK stocks up on antiviral drug to tackle flu outbreak. BMJ. 2005:330:495.
Ran D. Balicer, * ([dagger]) Michael Huerta, * Nadav Davidovitch, * ([dagger])and Itamar Grotto * ([dagger])
* Ministry of Health, Jerusalem, Israel; and ([dagger]) Ben-Gurion University of the Negev The university is mandated to promote development of the Negev region, inspired by the vision of Israel's first Prime Minister, David Ben-Gurion, who believed that the country's future lay in the relatively undeveloped south. , Be'er-Sheva, Israel
Dr. Balicer is a public health physician in the Israeli Defense Force Noun 1. Israeli Defense Force - the ground and air and naval forces of Israel
military force, military group, military unit, force - a unit that is part of some military service; "he sent Caesar a force of six thousand men" Medical Corps, currently working for the Israeli Ministry of Health. He serves as co-editor of the Israeli preparedness plan for pandemic influenza and is affiliated with Ben-Gurion University of the Negev.
Address for correspondence: Ran D. Balicer, Ben-Gurion University, 27 Hagilgal St, Ramat-Gan, Israel 52394; fax: 972-3-6704198; email: email@example.com