Discussionneed for revascularisation. There was evidence from some studies that death <strong>and</strong> MI rates were higheramong patients with positive ETT, although the modest numbers limit the conclusions that may be drawn.No studies reported multivariate <strong>analysis</strong> to determine whether exercise ECG added to the prognostic value<strong>of</strong> routine clinical assessment, including ECG <strong>and</strong> troponin, although most <strong>of</strong> the studies excluded patientswith diagnostic ECG changes.Cost-effectiveness <strong>of</strong> presentation biomarker strategies for myocardial infarctionWe developed a decision-<strong>analysis</strong> model to compare different strategies for using biomarkers atpresentation with a no testing (discharge all home) <strong>and</strong> delayed troponin (admit <strong>and</strong> measure troponinat 10 hours) strategies. We tested presentation TnT using either the 10% CV or 99th percentile as thediagnostic threshold <strong>and</strong> using a high-sensitivity assay with the 99th percentile as the diagnostic threshold.We selected these strategies because the estimates from our <strong>meta</strong>-<strong>analysis</strong> would allow us to investigatethe effect <strong>of</strong> varying the diagnostic threshold on sensitivity <strong>and</strong> specificity, <strong>and</strong> thus on cost-effectiveness.We tested the strategies in various scenarios to examine whether (1) the presence or absence <strong>of</strong> knownCAD <strong>and</strong> (2) the inpatient management, in terms <strong>of</strong> access to a decision-making doctor, influenced costeffectiveness.We also tested presentation high-sensitivity TnI instead <strong>of</strong> HsTnT, because the point estimate<strong>of</strong> sensitivity was lower <strong>and</strong> specificity higher in our <strong>meta</strong>-<strong>analysis</strong>, <strong>and</strong> a 3-hour high-sensitivity troponinstrategy, because recent <strong>analysis</strong> suggests that this improves sensitivity but provides a strategy that can beapplied without hospital admission.The results showed that, as expected, effectiveness (QALYs) increased with increasing sensitivity <strong>and</strong> costsincreased with decreasing specificity. In all but one scenario a strategy <strong>of</strong> measuring HsTnT at presentation(with admission for a 10-hour troponin testing if positive <strong>and</strong> discharge home if negative) was the optimalstrategy. It was the most effective strategy among those with an ICER <strong>of</strong> < £20,000–30,000/QALY. The10-hour troponin testing was more effective, but had an ICER that exceeded the £30,000/QALY threshold.In one scenario the 10-hour troponin strategy may have been optimal, i.e. if the patient did not haveknown CAD, a doctor was available on dem<strong>and</strong> to discharge the patient when the 10-hour troponin levelwas measured <strong>and</strong> the £30,000/QALY threshold was used.These findings suggest that in most circumstances delaying troponin measurement until 10 hours isunlikely to represent a cost-effective use <strong>of</strong> NHS resources. The exception to this may be a setting wherethe decision-making is efficient enough to ensure that patient discharge can occur as soon as the 10-hourtroponin result is available. However, there are a number <strong>of</strong> assumptions in the model that need to betaken into account when interpreting these findings, two <strong>of</strong> which were explored in sensitivity <strong>analysis</strong>.Our <strong>meta</strong>-<strong>analysis</strong> suggested that presentation HsTnT has sensitivity <strong>of</strong> 96%, but this was based on onlytwo studies. The uncertainty around the estimate was reflected in the wide predictive interval around thisestimate, which was used in the cost-effectiveness <strong>modelling</strong>. If this is an overestimate <strong>of</strong> sensitivity, thenwe will have underestimated the comparative cost-effectiveness <strong>of</strong> the 10-hour troponin strategy. This issupported by our sensitivity <strong>analysis</strong> using estimates for the ADVIA Centaur Ultra troponin I assay instead<strong>of</strong> Roche HsTnT. When the lower estimate <strong>of</strong> sensitivity was used for presentation high-sensitivity troponin(<strong>and</strong> higher estimate <strong>of</strong> specificity), the 10-hour troponin strategy was more likely to be cost-effective.However, it was still likely to be optimal in only one scenario if the £20,000/QALY threshold were used <strong>and</strong>in three scenarios if the £30,000/QALY threshold were used.Our main <strong>analysis</strong> also assumed that the only alternative strategies were presentation troponin or 10-hourtroponin testing because these were the strategies with the best supporting data at the time the studywas planned. However, a recent <strong>analysis</strong> suggested that measuring troponin at presentation <strong>and</strong> 3 hourslater could optimise sensitivity yet still provide a strategy that does not require hospital admission in mostcases. When we tested the 3-hour strategy in a sensitivity <strong>analysis</strong>, we found that it was optimal in allscenarios at both the £20,000/QALY <strong>and</strong> £30,000/QALY threshold, whereas the 10-hour strategy was notcost-effective in any scenario using either threshold. This suggests that high-sensitivity troponin measured110NIHR Journals Library
DOI: 10.3310/hta17010 Health Technology Assessment 2013 Vol. 17 No. 1at presentation <strong>and</strong> 3 hours later is the optimal strategy for MI diagnosis. However, this finding is basedon data from a single study. The CI for sensitivity derived from this single study is unlikely to reflect thetrue extent <strong>of</strong> uncertainty in the way that the predictive interval from our <strong>meta</strong>-<strong>analysis</strong> does. Furthermore,if the study population characteristics differ from the UK population, particularly in terms <strong>of</strong> time delaybefore presentation, then the findings may not be generalisable to the UK.We also assumed that the 10-hour troponin testing was diagnostically perfect (i.e. had 100% sensitivity<strong>and</strong> specificity). This assumption was necessary because the 10-hour troponin test is effectively thereference st<strong>and</strong>ard test for MI, so <strong>modelling</strong> outcomes following FN or FP 10-hour troponin testing wouldinvolve contentious <strong>and</strong> untestable assumptions. Although this assumption affects all the strategies,because they use the 10-hour troponin result to confirm MI, it favours the 10-hour strategy most.Another assumption in our model that favours the 10-hour troponin strategy is that a patient with a FNtroponin result at presentation was assumed to have the same prognosis (<strong>and</strong> thus the ability to benefitfrom treatment) as a patient with a TP troponin result at presentation. However, this assumption may nothold if those with a FN troponin result at presentation have a smaller infarct <strong>and</strong> better prognosis. Wewere unable to find adequate data to test this assumption.Having compared presentation high-sensitivity troponin to 10-hour st<strong>and</strong>ard troponin, the obvious nextquestion is whether or not the 10-hour troponin test should be <strong>of</strong> high sensitivity. We are unable toaddress this question because (1) our model assumes that the st<strong>and</strong>ard troponin assay at 10 hours isperfect for the reasons given above; (2) there are few data available to estimate presentation troponinaccuracy in comparison with a high-sensitivity reference st<strong>and</strong>ard; <strong>and</strong> (3) the prognostic <strong>and</strong> therapeuticimplications <strong>of</strong> a positive high-sensitivity troponin alongside a negative st<strong>and</strong>ard troponin are not clear.Our <strong>analysis</strong> only evaluated the role <strong>of</strong> high-sensitivity troponin in terms <strong>of</strong> an early biomarker rather thanas an alternative to a 10-hour st<strong>and</strong>ard troponin.Finally, our model assumes that patients awaiting troponin testing are cared for in hospital (even if notformally admitted) <strong>and</strong> therefore incur hospital costs. It could be argued that the benefits <strong>of</strong> delayedtroponin testing could be accrued without most <strong>of</strong> the costs if patients were discharged home <strong>and</strong> askedto return for delayed testing. However, the feasibility <strong>and</strong> acceptability <strong>of</strong> this practice has not been tested<strong>and</strong> it is not routinely used.The diagnostic decision-<strong>analysis</strong> model was also used to test the cost-effectiveness <strong>of</strong> H-FABP, copeptin,myoglobin <strong>and</strong> IMA measured at presentation alongside troponin, compared with troponin aloneat presentation or 10 hours. There was substantial variation in estimates <strong>of</strong> troponin sensitivity atpresentation in the sources studies for this <strong>analysis</strong>. This meant that we could not reasonably use our<strong>meta</strong>-<strong>analysis</strong> estimates <strong>of</strong> presentation troponin sensitivity <strong>and</strong> specificity in this particular <strong>analysis</strong>, as thiswould paradoxically result in the biomarker plus troponin sensitivity being lower than troponin alone insome analyses. We therefore used the individual studies to estimate the accuracy <strong>of</strong> troponin alone <strong>and</strong>undertook a separate <strong>analysis</strong> for each study. As a result, some <strong>of</strong> the analyses that were based on studieswith low estimates <strong>of</strong> troponin sensitivity at baseline produced results that were inconsistent with ourmain <strong>analysis</strong> <strong>and</strong> suggested that a 10-hour troponin test would be cost-effective at the £30,000/QALY oreven £20,000/QALY threshold. This is because we could not include the optimal strategy from the main<strong>analysis</strong> (high-sensitivity troponin at presentation) with our best estimate <strong>of</strong> sensitivity <strong>and</strong> specificity inthe <strong>analysis</strong>.The <strong>economic</strong> <strong>analysis</strong> <strong>of</strong> alternative biomarkers suggested that adding H-FABP, copeptin or myoglobinto troponin at presentation could be cost-effective, i.e. could improve sensitivity <strong>and</strong> thus QALYs at anacceptable cost per QALY. Adding IMA to troponin at presentation, in contrast, was unlikely to be costeffective.These findings are obviously limited by our inability to include the optimal strategy with bestestimates <strong>of</strong> sensitivity <strong>and</strong> specificity in the <strong>analysis</strong>. The findings <strong>of</strong> the <strong>meta</strong>-analyses suggest that the© Queen’s Printer <strong>and</strong> Controller <strong>of</strong> HMSO 2013. This work was produced by Goodacre et al. under the terms <strong>of</strong> a commissioning contract issued by the Secretary <strong>of</strong> Statefor Health. This issue may be freely reproduced for the purposes <strong>of</strong> private research <strong>and</strong> study <strong>and</strong> extracts (or indeed, the full report) may be included in pr<strong>of</strong>essional journalsprovided that suitable acknowledgement is made <strong>and</strong> the reproduction is not associated with any form <strong>of</strong> advertising. 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