Summary
Background
Additional treatment with catheter-directed thrombolysis (CDT) has recently been shown to reduce post-thrombotic syndrome (PTS).
Objectives
To estimate the cost effectiveness of additional CDT compared with standard treatment alone.
Methods
Using a Markov decision model, we compared the two treatment strategies in patients with a high proximal deep vein thrombosis (DVT) and a low risk of bleeding. The model captured the development of PTS, recurrent venous thromboembolism and treatment-related adverse events within a lifetime horizon and the perspective of a third-party payer. Uncertainty was assessed with one-way and probabilistic sensitivity analyzes. Model inputs from the CaVenT study included PTS development, major bleeding from CDT and utilities for post DVT states including PTS. The remaining clinical inputs were obtained from the literature. Costs obtained from the CaVenT study, hospital accounts and the literature are expressed in US dollars ($); effects in quality adjusted life years (QALY).
Results
In base case analyzes, additional CDT accumulated 32.31 QALYs compared with 31.68 QALYs after standard treatment alone. Direct medical costs were $64 709 for additional CDT and $51 866 for standard treatment. The incremental cost-effectiveness ratio (ICER) was $20 429/QALY gained. One-way sensitivity analysis showed model sensitivity to the clinical efficacy of both strategies, but the ICER remained < $55 000/QALY over the full range of all parameters. The probability that CDT is cost effective was 82% at a willingness to pay threshold of $50 000/QALY gained.
Conclusions
Additional CDT is likely to be a cost-effective alternative to the standard treatment for patients with a high proximal DVT and a low risk of bleeding.
Keywords: anticoagulation, cost-effectiveness analysis, decision model, post-thrombotic syndrome, thrombolytic therapy, venous thrombosis
Introduction
Anticoagulation effectively prevents thrombus extension, pulmonary embolism, death and recurrence in patients with an acute deep vein thrombosis (DVT) [1]. After a proximal DVT, at least 25% of patients develop venous dysfunction resulting in chronic impairment and a post-thrombotic syndrome (PTS) [2,3]. Extensive thrombosis involving the common femoral and iliac veins increases this risk [4]. PTS is characterized by pain, swelling, heaviness, edema, pigmentation and deterioration of the skin. It is associated with a reduced quality of life and increased economic burden for the individual and society [5–7]. Additional treatment with thrombolysis has been introduced to enhance fibrinolysis and to preserve the deep veins. Targeted administration of the thrombolytic agent with a percutaneous catheter technique requires smaller doses and enhances safety compared with systemic administration. The CaVenT study was the first randomized controlled clinical trial (RCT) to compare the clinical efficacy of additional catheter-directed thrombolysis (CDT) with standard treatment alone. After 2 years 41% in the CDT arm presented with PTS compared with 56% of controls; corresponding to a 26% relative risk reduction [8]. Nevertheless, as additional CDT involves a bleeding risk, lengthens inpatient stay for DVT treatment and consumes resources, the aim of this study was to perform a health economic evaluation using a decision model to assess the cost effectiveness of additional CDT compared with standard treatment alone.
Patients and methods
Decision model
We developed a Markov model [9] with the perspective of a third-party payer and a lifetime horizon to compare two treatment strategies for the prevention of PTS in patients with a high proximal DVT, defined as thrombus above the mid-thigh level. Model uncertainty was assessed with one-way and probabilistic sensitivity analyzes. The two strategies were standard treatment with anticoagulation and elastic compression stockings, and CDT in addition to standard treatment. Our base case was a hypothetical cohort with age 50 years [8]. CDT with alteplase was given for up to 4 days together with heparin and followed by standard treatment [10]. Standard treatment included initial low-molecular-weight heparin (LMWH) followed by 6 months of oral warfarin and knee-high compression stockings class II for 24 months [1]. PTS was defined according to the Villalta scale [11,12]. We expressed the results in monetary costs (April 2012 US $), quality adjusted life years (QALYs) and an incremental cost-effectiveness ratio (ICER). This study was approved by the Regional Committee for Medical and Health Research Ethics and informed consent was obtained from all participants.
We applied a model cycle length of 6 months. All patients entered the model in an index DVT state, that is the first cycle, where, unless experiencing a fatal or disabling CDT-related complication, all patients received 6 months anticoagulation (Fig. 1). The subsequent cycles represented the long-term phase where the mutually exclusive health states were: (i) post DVT, (ii) PTS, (iii) severe PTS, (iv) permanently disabled from an intracranial bleeding and (v) dead (Fig. 1). After a recurrent venous thromboembolism (VTE), the patient would resume standard treatment with long-term anticoagulation for the remaining time in the model or until suffering a disabling intracranial bleeding [13]. States (i–iii) were sub-divided into off anticoagulation and on long-term anticoagulation to reflect their differing risks for recurrence and bleeding (Fig. 1). Major bleeding complications were classified as intracranial or other major. Intracranial bleedings were either fatal, disabling, that is corresponding to a modified Rankin scale (mRS) grade 4–5, or the patient regained their independency, that is a stroke sequela corresponding to a mRS grade 2–3. Other major bleedings could either resolve or result in death. Any non-disabling major bleeding was modeled as a temporary health state for the remainder of the cycle [14]. Additional events that would lead to a transition to another state by the end of each cycle included the development of PTS and severe PTS, and death not related to thrombosis or its treatment.
We applied utilities and costs to each event and outcome over their expected durations, and we discounted costs and utilities at 3.0% annually.
The estimated risks for adverse events in the model were derived from the CaVenT study and the scientific literature. For all estimates we used a preference for higher level of evidence, newer meta-analysis where more than one study had been published, studies with validated assessment of PTS and patient characteristics resembling the population of the CaVenT study. We adhered to recommendations for converting between rates and probabilities for the calculation of cycle-specific transition probabilities [15].
In addition to the inherent assumptions within the Markov process [9], we applied the following assumptions: patients who were permanently disabled from an intracranial bleed remained in this state until death; assuming no further anticoagulation or significant impact from PTS and that bleeding or VTE recurrence would be fatal and captured within the background mortality [16]. After a recurrent VTE with resumption or adjustment of anticoagulation, any decrement in utility was assumed to be transient and without significant impact on long-term utility. Hence the utilities for being in health states i–iii did not differ between patients who were on or off anticoagulation [17–20]. Finally, any bleeding while off anticoagulation was assumed to be captured within the background mortality and the utility for the respective health states, and event rates for other conditions not included in our model were assumed to be similar across both strategies.
For model construction and analyzes we used TreeAge Pro Suite 2012 (TreeAge Software, Williamstown, MA, USA) and Microsoft Excel 2010 (Microsoft, Redmond, WA, USA). Model parameters are summarized in Table 1 and described below.
Table 1.
Base-case value (range) | References | |
---|---|---|
Probabilities* | ||
Clinical efficacy | ||
PTS 2 years after additional CDT | 0.411 (0.315–0.514) | [8] |
PTS 2 years after standard treatment alone | 0.556 (0.457–0.650) | [8] |
Severe PTS 3 years after additional CDT | 0.02 (0.01–0.034) | [22] |
Severe PTS 2 years after standard treatment alone | 0.06 (0.03–0.08) | [21] |
CDT related complications | ||
Major bleeding | 0.033 (0.009–0.088) | [8] |
Disabling intracranial bleeding | 0.0021 (0.0001–0.010) | [23] |
Fatal bleeding or pulmonary embolism | 0.0042 (0.0007–0.014) | [23] |
Anticoagulation related complications | ||
Major bleeding during 6 months anticoagulation | 0.021 (0.016–0.026) | [24] |
Major bleeding during long-term anticoagulation | 0.0136 (0.0135–0.0138) | [25] |
Fraction of the two above being intracranial | 0.087 (0.058–0.125) | [25] |
Intracranial bleeding case-fatality rate | 0.458 (0.270–0.657) | [25] |
Independency recovered after intracranial bleeding | 0.26 (0.12–0.39) | [26] |
Mortality when disabled from intracranial bleeding | 0.1305 (0.0868–0.1855) | [16] |
Other major bleeding case-fatality rate | 0.091 (0.025–0.217) | [25] |
Recurrent venous thromboembolism | ||
Recurrent VTE during 6 months anticoagulation | 0.033 (0.025–0.042) | [24] |
Case-fatality rate | 0.137 (0.090–0.192) | [24] |
Recurrent VTE during long-term anticoagulation | 0.0097 (0.0070–0.0129) | [27] |
Recurrent VTE off anticoagulation | 0.0251 (0.0216–0.0289) | [28] |
Case-fatality rate | 0.036 (0.019–0.057) | [24], assumption |
Utilities | ||
Post DVT† | 0.8628 (0.8225–0.9031) | CaVenT |
PTS† | 0.7745 (0.7304–0.8186) | CaVenT |
Severe PTS† | 0.6752 (0.600–0.700) | [31], assumption |
Major bleeding (1 cycle) | 0.65 (0.49–0.86) | [19], assumption |
Intracranial bleeding with recovery of independence (1 cycle) | 0.71 (0.68–0.74) | [53,54], assumption |
Permanently disabled from an intracranial bleeding | 0.32 (0.29–0.34) | [53,54] |
Dead | 0 (0) | Definition |
Costs*, $ | ||
Post DVT and on long-term anticoagulation | 654 (491–818) | CaVenT‡ |
Cost adverse outcomes and events | ||
PTS | 611 (87–1310) | [5], CaVenT |
PTS and long-term anticoagulation | 1265 (578–2128) | [5], CaVenT |
Severe PTS | 2445 (349–5239) | [34,48], CaVenT |
Severe PTS and long-term anticoagulation | 3099 (840–6057) | [34,48], CaVenT |
Recurrent VTE§ | 5399 (4049–6749) | CaVenT |
Non-disabling intracranial or other major bleeding§ | 19 088 (3334–99 382) | [35,55], assumption |
Disabling intracranial bleeding§ | 46 501 (2093–148 117) | [35,55] |
Permanently disabled from intracranial bleeding | 49 766 (37 325–62 208) | [36] |
Treatment related costs | ||
Standard treatment strategy | 9780 (5322–14 506) | Hospital accounts, CaVenT |
Additional CDT treatment strategy | 13 166 (5143–17 960) | Hospital accounts, CaVenT |
6 months anticoagulation | 654 (491–818) | CaVenT |
24 months use of elastic compression stockings | 931 (698–1164) | CaVenT |
Discount rate, % | 3.0 (1.0–5.0) | [56,57] |
CDT, catheter-directed thrombolysis; DVT, deep vein thrombosis; PTS, post-thrombotic syndrome; VTE, venous thromboembolism.
Per 6 months cycle unless otherwise noted.
On or off long-term anticoagulation.
The CaVenT study cost estimates are based on study data, hospital accounting, retailers’ bids, market prices, plus Norwegian SPCs and tariffs.
One-time costs.
Probability of adverse outcomes in the decision model
Post thrombotic syndrome
In the base case we assumed that PTS corresponded to the frequency observed in the CaVenT study, that is 0.411 (95% CI 0.315–0.514) in the CDT arm and 0.556 (95% CI 0.457–0.650) after standard treatment alone; severe PTS was not observed in either treatment arm [8,12]. Beyond 24 months less is known about the PTS risk, but based upon the pathophysiologic rationale of early thrombus removal for improved clinical benefit, the great majority of PTS cases are likely to have developed within 2 years, and to avoid favoring the intervention tested, we applied a conservative approach assuming a parallel increase in PTS for the two strategies. We based our estimations on a prospective cohort study where the cumulative incidence after 8 years was 30% for PTS and 8% for severe PTS [21]. Beyond 5 years we modeled no further development of PTS, indicating a negligible risk if previously not established [21]. For the CDT strategy the risk of severe PTS was derived from a retrospective study of 71 patients and a 36.6% cumulative incidence of PTS; hereunder three patients with severe PTS, after a median follow-up of 6 years [22].
Bleeding complications related to treatment
The probability of a CDT-related major bleeding was 0.033 (3/90) as observed in the CaVenT study [8]. The risk of non-fatal intracranial bleeding and death from CDT were 0.0021 (1/473) and 0.0042 (2/473), respectively, as obtained from an American registry study [23].
The probabilities of bleeding complications attributable to oral anticoagulation and the corresponding fatality rates were obtained from two meta-analyzes [24,25]. During the 6 months anticoagulation in either strategy, the risk of a major bleeding was 0.021 with 8.7% being intracranial. The fatality rate was 0.458 for intracranial bleedings and 0.091 for others. The risk of dying after a disabling intracranial bleeding was 0.568 [16], and the probability of recovering from an intracranial bleeding was in the range 0.12–0.39 [26].
Recurrent venous thromboembolism
The risk of recurrence was assumed to be equal between the two strategies [22]. A rate of recurrent VTE during the initial 6 months of anticoagulation of 0.033 with a case-fatality rate of 0.137 derived from a recent meta-analysis [24]. On long-term anticoagulation the annual risk of recurrence was 0.02 [27]. After cessation of anticoagulation the cumulative incidence of recurrence was 40% in a cohort study with 10 years follow-up [28]. The fatality rates of recurrent VTE after and during long-term anticoagulation were assumed to be equal and 0.036 [24].
Death from other causes
The excess mortality of a VTE population is mainly attributable to malignancies [29], but advanced cancer was an exclusion criterion in the CaVenT study and we assumed that cancer-related deaths were captured in the obtained age-adjusted background mortality for the Norwegian population (http://www.ssb.no), and the only excess mortality modeled was fatal recurrences and treatment-related bleedings.
Quality of life estimates
The EQ-5D is a well-established and widely used preference-based instrument for the assessment of quality of life in clinical trials and cost-effectiveness analyzes (http://www.euroqol.org). Completion of the EQ-5D at 24 months follow-up in the CaVenT study assigned the utilities for the health states post DVT and PTS [30]. The utilities for the other adverse events were obtained from the literature (Table 1) and for consistency utilities obtained by the EQ-5D were preferred. Utility for severe PTS was obtained from a British RCT on venous leg ulcers [31]. To calculate QALYs, we multiplied the probabilities of adverse events by utilities and summed over the duration.
Costs
Costs adjusted to April 2012 Norwegian kroner (NOK) by the Norwegian consumer price index (http://www.ssb.no) were converted to April 2012 US dollars ($) (http://www.norges-bank.no) and reflected the perspective of a health care system. Indirect costs were not included in the analysis. Individual level data on costs were partly collected prospectively in the CaVenT Study or obtained retrospectively for a subset of study patients (n = 67). Other estimates for mean hospital service costs were obtained directly from the hospital accounting department. The adjudication of medical costs to be included was based on current recommendations and practice for economic evaluations, and a result of consensus among the authors.
Treatment costs
Initial anticoagulation was according to current recommendations [1]. We assumed LMWH 7500 IU twice daily for 5 days, 3 tablets of 2.5 mg warfarin for 10 days, and four outpatient clinic visits with International Normalized Ratio (INR) monitoring before consecutive individualized follow-up by a general practitioner. The mean days in hospital for patients receiving standard treatment was 2.3 days (standard deviation [SD] 2.7 days) and hospital costs per day were $3429. After discharge, the mean use of warfarin in the CaVenT study was 3.2 tablets per day and the INR was on average monitored every 3rd week. The mean costs for the standard treatment strategy were $10 478, including two pairs of compression stockings replaced every 6 months (market price); the low range value representing outpatient care (Table 1). The additional costs related to the CDT strategy were based on the mean duration of CDT of 2.4 days (SD 1.1 days) and an average hospital stay of 5.3 days (SD 4.2 days) [8]. The mean consumption of other components of the CDT strategy included drugs, angioplasty balloons, stents, other non-reusable equipment in the cath-lab and personnel: one physician and two radiographers per procedure. We assumed 2.0 h of working time in the cath-lab for establishing CDT and 1.5 h for the daily venography. One-third had ambulance transport from a local hospital to an interventional center and when transport costs were included, the mean additional treatment costs for the CDT strategy were $13 166. Drug prices were obtained from the Norwegian summary of product characteristics (SPC, see http://www.felleskatalogen.no), the remaining from hospital accounts and tariffs (Norwegian Medical Association, see http://www.legeforeningen.no).
Complications and adverse events
For recurrent VTE costs we included a 1-day stay in the emergency ward, D-dimer testing and diagnostic ultrasound imaging, obtained from the hospital accounting department. Adjustment or resumption of anticoagulation was assumed to accrue the same costs as the initiation of standard treatment for the index DVT. PTS has been shown to be associated with high and variable direct and indirect costs [32]. We derived a base case estimate for PTS costs by combining the above cost estimate for standard DVT treatment with the findings in a recent Canadian prospective cohort study in which a multivariate regression analysis showed 35% (95% confidence interval [CI] 5–74) higher costs from medical recourse use in patients with PTS compared with those without [5]. At least two-thirds of these costs accrued during the first year. This is in line with previous reports [6,33] and was included in the model. For subsequent years we assumed constant annual costs [5]. The Canadian report did not specify costs for severe PTS, but this has ranged from 2.8–4.9 times higher [33,34]. Hence, we assumed that the costs for severe PTS were four times the costs for non-severe PTS. One-time cost estimates for major bleedings were derived from a Norwegian stroke trial [35] where the mean costs for the 1st year were equivalent to a 2.5-day stay in an intensive care unit (hospital accounts, data not shown). The costs from being permanently disabled, for example in a nursing home, were derived from a Norwegian simulation model of health benefits and cost consequences of cardiovascular interventions [36].
Sensitivity analyzes
To assess the uncertainty of the model one-way sensitivity analyzes were performed for all parameters over their plausible ranges (Table 1).
Probabilistic sensitivity analyzes
To assess the uncertainty and probability of cost-effectiveness a probabilistic sensitivity analysis was performed where second-order Monte Carlo simulations randomly sampled a distribution of all variables 10 000 times and then simulated outcomes. We used beta distributions for events and utilities and gamma and log-normal distributions for costs.
Results
CDT treatment in addition to standard treatment with anticoagulation and compression stockings was associated with an effectiveness of 32.31 QALYs and a lifetime cost of $64 709. Patients receiving standard treatment alone accumulated 31.68 QALYs and a lifetime cost of $51 866. Hence, under base-case conditions the ICER was $20 429/QALY gained and neither strategy was dominant (Table 2).
Table 2.
Output | Treatment strategy
|
|
---|---|---|
Standard treatment* | CDT in addition to standard treatment | |
Costs, $ | 51 866 | 64 709 |
QALYs | 31.68 | 32.31 |
ICER, $/QALY gained | Reference | 20 429 |
Life expectancy, years | 30.9 | 30.8 |
Patients who developed any PTS, % | 62.5 | 44.0 |
Patients who developed severe PTS, % | 7.6 | 3.3 |
Fatal bleeding, % | 5.5 | 5.9 |
Fatal recurrent venous thromboembolism, % | 4.2 | 3.9 |
QALY, quality adjusted life year; ICER, incremental cost-effectiveness ratio; CDT, catheter-directed thrombolysis; PTS, post-thrombotic syndrome.
Standard treatment included 6 months of anticoagulation and 24 months of compression therapy.
In a hypothetical cohort of 50 years old with a high proximal DVT followed over their lifetime 62.5% in the standard strategy developed PTS compared with 44.0% in the CDT strategy. For severe PTS, the corresponding numbers were 7.6% and 3.3%. In total, 5.5% and 5.9% suffered a fatal bleeding complication in the standard and CDT strategy, respectively, and correspondingly 4.2% and 3.9% died from a fatal recurrent VTE. The projected life expectancy was 30.9 years after standard treatment and 30.8 years in the CDT strategy, corresponding to a loss of 1.1 months or 32 days from the additional risks associated with CDT (Table 2).
One-way sensitivity analyzes
The cost effectiveness of CDT in our model was sensitive to uncertainty of several key parameters. Variation in the incidence of PTS in the standard treatment strategy had the greatest influence, and was associated with an ICER of $53 268/QALY gained if present in 67% after 2 years. For all other parameters the ICER remained below a willingness-to-pay (WTP) ratio of $50 000/QALY (Fig. 2). Two more clinical efficacy estimates showed a major influence; a 51% incidence of PTS after CDT treatment increased the ICER to $44 534/QALY gained, whereas 8% severe PTS 2 years after standard treatment was associated with $40 709/QALY. Variation in severe PTS after CDT had little influence.
Varying the discount rate between 1.0% and 5.0% influenced the ICER from $8228 to $34 479 per QALY gained.
The additional cost of CDT treatment was the only treatment cost to influence the cost effectiveness and when kept at a minimum, that is corresponding to a 1-day procedure and hospital stay, the ICER was $7667/QALY.
Variation in the risk of CDT-related fatal or disabling complications showed a more moderate influence. If in their upper ranges, i.e. 1.4% suffered a fatal complication from CDT or 1.0% had a disabling bleeding, the ICERs remained < $40 000/QALY gained. Assuming fatal or disabling complications to be negligible (< 0.001), the ICERs were reduced with ~ $2 800/QALY gained compared with the base case. When increasing the risks for severe CDT complications beyond the ranges used in the sensitivity analyzes, a threshold analysis showed that if > 2.4% fatal complications or > 2.3% disabling bleedings, the effectiveness in terms of lifetime accumulated QALYs for the CDT strategy will be lower than for the standard treatment strategy. Finally, a two-way sensitivity analysis combining the risks for fatal and disabling CDT complications showed that the CDT strategy is more attractive in terms of net benefits when the WTP increases (Fig. 3).
The model’s sensitivity to changes in utility was in a similar range; variations in the estimates for the health states post DVT and PTS kept the ICER < $37 000/QALY gained (Fig. 2). When increasing the utility for being in the PTS state beyond the 0.730–0.819 range used in the sensitivity analyzes, a threshold analysis showed that at utilities of 0.846 and 0.871 the CDT strategy would have an ICER of $50 000 and $100 000, respectively. At PTS utilities > 0.896 the CDT strategy would be dominated by the standard treatment strategy. The model was not sensitive to the remaining utilities.
Probabilistic sensitivity analyzes
Monte Carlo simulation of 10 000 samples estimated that the 95% CI for lifetime costs associated with additional CDT was $52 500–82 500 whereas the 95% CI for effectiveness was 25.4–43.4 QALYs. Corresponding intervals for the standard treatment strategy were $37 000–74 500 and 24.9–42.5 QALYs.
Varying all parameters simultaneously, the CDT strategy was cost effective in only 39% of simulations with a WTP of $20 000/QALY gained. For thresholds ≥ $24 500/QALY additional CDT was the strategy more likely to be cost effective (Fig. 4). The probability for the CDT strategy to be cost effective with a WTP of $50 000/QALY gained was 82%, and 93% when increasing the WTP to $100 000/QALY.
Discussion
We demonstrated that after a high proximal DVT additional treatment with CDT is likely to be a cost-effective alternative to anticoagulation and compression therapy alone when applying a WTP threshold of $24 500 or higher. The base case analysis estimated a cost of $20 429/QALY gained with additional CDT, and this is within what has been considered cost-effective (http://www.euro.who.int) [37]. The cost effectiveness of CDT was sensitive to the variation in clinical efficacy of both treatment strategies, the discount rate, CDT-related costs and complication rates, and the utilities for the two most frequent outcomes: PTS and the asymptomatic post DVT state. However, when varying each variable within their plausible ranges and applying a WTP threshold of $50 000/QALY gained, the ICER remained below the threshold except for the $53 268/QALY associated with a high range incidence of PTS in the standard treatment strategy.
As VTE treatment data to some extent are abundant, some of the variables were modeled with more certainty, for example the estimates of complications related to anticoagulation and their consequences [24,25]. This does not apply to the literature on long-term clinically relevant outcomes such as PTS and severe PTS [38]. A prospective cohort study of 387 patients showed within-patient and between-patient variation in Villalta scores [4]. However, the proportions with mild, moderate and severe PTS remained unchanged during the 2 years of follow-up, and we did not include fluctuations in post-thrombotic symptoms in our model, only progression. To limit uncertainty and avoid possible overestimation from symptoms of the clinical presentation in the sub-acute phase of DVT overlapping the chronic manifestations of PTS, we assumed no PTS before 2 years [8,12,39]. The 5% increase in PTS during 2–8 years after the index DVT was observed in a cohort with mainly less extensive thrombosis and although our rates of PTS intuitively may seem high [40], they may even be under estimated. The model did not take into account that nearly half of recurrences may be ipsilateral and thereby associated with a relative PTS risk of 2.4 [4,21]. This simplification can be justified as the estimated mean PTS risks are likely to reflect the overall risk including any ipsilateral recurrences. A difference in recurrent VTE between the two treatment strategies has not been shown, but cannot be ruled out as residual thrombosis is associated with a reduced risk of recurrence [41,42] and CDT reduces such post-thrombotic changes [43,44]. A time-dependent risk of recurrence and age-dependent risk of bleeding were also left out of the model; however, it is unlikely that this should differ between the two strategies and have an impact on our analyzes. Although ongoing RCTs including the 5 years follow-up of CaVenT will provide further insight on clinical efficacy and may lead to changes in the model, it is unlikely that larger and longer-term trial data will be available in the future (NCT 00790335, NCT00970619, http://www.clinicaltrials.gov). Finally, as more aggressive endovascular approaches, including higher alteplase dose, frequent employment of stents and adjunctive thrombectomy, may improve the clinical efficacy of additional CDT [40], we performed a scenario analysis with a hypothetical improvement in the effect size of another 5% absolute risk reduction, corresponding to 36% PTS 2 years after CDT. This resulted in an ICER of $15 779/QALY gained (data not shown).
The cost data were obtained from various sources including the CaVenT study, hospital accounts, the literature and tariffs. The mean CDT-related costs are likely to be lower compared with contemporary pharmacomechanical CDT methods commonly used in the US and some other countries. Indeed a number of concerns have been identified regarding the transferability of economic evaluations between countries including methodological, healthcare system; hereunder absolute and relative prices, and population characteristics; so far no consensus has been established regarding these issues [45,46]. Our results are likely to be highly generalizable to Norway and countries with similar populations and health care systems, for example Scandinavian countries. While we encourage careful consideration of factors that affect the transferability of CEA results, we believe that the information provided in this analysis is likely to provide useful information for many settings.
Norwegian hospitals are funded by basic allocations (60%) and activity based funding (40%) and there is currently no hospital accounting system enabling the assessment of costs per patient or costs per stay or procedure. Hence, collection of complete individual resource use and medical cost data in our study by use of, for example health care log or patient diaries, would have been of great value. We quantified several types of utilization related to DVT and estimated the cost of these (Table 1). We did not observe total costs for trial patients, so it is possible that there were cost differences for other types of utilization that were not measured. Outpatient care for DVT is acceptable in sufficiently healthy patients and likely to reduce treatment costs, and the lower range for the standard strategy represents the estimated costs for outpatient care [47]. However, in our study setting the patients were admitted for a comprehensive evaluation and start of treatment, and the mean length of hospital stays is likely to reflect the overall severity of a high proximal DVT; on the other hand, it may not represent the most cost-effective standard care. Finally, the exclusion of indirect costs is a limitation to the interpretation and usefulness of our results.
Reports on the annual costs of PTS are restricted and variable [32], and we partly based our estimates on recent data from a Canadian cohort study with validated PTS assessment in a setting that is likely to be transferable because of a similar public health care system and demographics [5]. Our PTS cost estimates were somewhat higher and this may reflect the more extensive venous thrombosis; nonetheless, they were within the range reported in other previous studies [6,48].
Patient values and preferences for antithrombotic therapy after a DVT have been elicited in only a few studies and with different methods [20]. Most data indicate that the disutility from being on anticoagulation is small and may even be unchanged or increased as reflected in reporting of utilities equal to 1.0 and overlapping CIs with results for not taking anticoagulation [19,20]. This can be interpreted as a positive and reassuring effect from being on anticoagulation when you know you are at risk of thrombotic events [19]. To our knowledge, the utility for having PTS while on anticoagulation has not previously been reported. Among the patients in the CaVenT study who had developed PTS after 24 months, the EQ-5D score did not differ with regards to use of anticoagulation (P = 0.50) or the minimal important difference for the instrument [49] (data not shown), supporting our assumption that the same utility could be applied regardless of anticoagulation treatment or not. Correspondingly, the potential disutility from undergoing CDT, possibly combined with an improvement in early symptom release compared with standard treatment, was not assessed or included in the model. However, this is not likely to have a substantial impact on the results as this represents short-term changes in utilities, plus significant fluctuations beyond 6 months are not likely [50].
Finally, the cumulative incidences of approximately 5% fatal bleedings and recurrences, respectively, in this hypothetical cohort may seem high, especially when compared with the < 0.1% annual rates of fatal bleedings observed in the warfarin arms of recent RCTs [51,52]. It is not unlikely that the bleeding rates are lower among the participants in such studies compared with clinical practice, and with the lifetime horizon of our analyzes in mind it can be shown that the 10-years cumulative incidence of recurrent VTE of 40% (Prandoni) combined with the fatality rate of 3.6% extrapolated over four decades results in 6% experiencing a fatal VTE [24,28]. Beyond doubt is the fact that there is a small additional risk associated with thrombolysis in terms of bleeding and, as shown in our model, a small reduction in life expectancy. However this trade-off between clinical benefit and potentially fatal complications was considered in threshold analyses indicating that the CDT strategy can be preferred as long as the risks of fatal or disabling CDT complications are lower than 2.3%; which is well above our risk estimates used in the model. In addition, when further assessing these safety issues of CDT a two-ways sensitivity analysis confirmed that the CDT strategy is more attractive when WTP is higher. While we found that, on average, the risks were worth the improved quality of life, the potentially severe risks of additional CDT must be kept in mind when discussing treatment options with individual patients, and also in a wider setting where an economic evaluation is a part of the grounds for policy making.
In conclusion, we found that additional CDT is likely to be a cost-effective alternative to standard treatment alone. If results from ongoing studies confirm a clinical benefit as observed in the CaVenT study, this is likely to change current recommendations and strengthen our suggestion that CDT should be considered in patients with high proximal DVT and low risk of bleeding.
Acknowledgments
Financial support
South-Eastern Norway Regional Health Authority, Research Council of Norway, University of Oslo and Oslo University Hospital, and the Unger-Vetlesen Medical Fund.
We are grateful to Vinod Kumar and Jack Andersen for the assistance in collection of resource and cost data.
Footnotes
Disclosure of Conflict of Interests
The authors state that they have no conflict of interests.
Addendum
T. Enden wrote the main draft of the manuscript, performed the analyses, interpreted the data, constructed the model, collected the data, obtained funding and designed the original study. S. Resch interpreted the data, constructed the model and critically reviewed the manuscript. C. White interpreted the data, constructed the model and critically reviewed the manuscript. H. S. Wik collected the data and critically reviewed the manuscript. N. E. Kløw collected the data, designed the original study, obtained funding, and critically reviewed the manuscript. P. M. Sandset collected the data, designed the original study, obtained funding, and critically reviewed the manuscript.
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