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Comparative cost-effectiveness analyses of
   cardiac magnetic resonance imaging (CMR) and
coronary angiography (CXA) combined with fractional
              flow reserve (FFR) test
       K. Moschetti, D. Favre, C. Pinget, JB. Wasserfallen, J. Schwitter
The burden of coronary artery                              Distribution of deaths worlwide, WHO, 2011

disease (CAD)
Mortality burden
Cardiovascular diseases are the most important killer
of people
                                                                                Cardiovascular diseases
                                                                                30% with 15% for CAD
They are predicted to remain so for the next 20 years

The CAD with stroke are the most frequent

In Europe, the CAD accounts for between 15% and
25% of all deaths


High Cost burden
CAD is a leading cause of morbidity and loss of quality of life



Since CAD is frequent, deadly and treatable, it is crucial to detect it (the myocardial
ischemia) prior to a heart attack
The coronary angiography test (CXA) and the fractional
flow reserve (FFR) measurement
                                      An X-ray machine is used to
                                      detect occlusions revealed by
                                      the dye.




                      Performed during the CXA, the FFR - a guide
                      wire-based procedure - measures blood
                      pressure and detect myocardial ischemia
The Perfusion cardiac magnetic
resonance (P-CMR)




- robust technique with high sensitivity and specificity
- validated against other imaging modalities (SPECT, CT etc…)
- increasingly used to test for inducible myocardial ischemia (a lack of blood flow)



P-CMR can detect occlusions and flow-limiting CAD - as defined by the CXA + FFR
The Perfusion cardiac                          The CXA combined
magnetic resonance                             with the FFR
(P-CMR)




                                               - allow real-time estimation of the
                                               effects of a narrowed vessel,
- not invasive,                                - allow simultaneous treatment with
- none exposure to radiations                  angioplasty.
=> can be used multiple times
                                               But
But
                                               Invasive with radiation exposure,
- can induce claustrophobia                    bleeding and complications
- not safe for patients with certain type of
medical devices
Objective
To compare the cost-effectiveness ratio of 2 strategies used to diagnose
   hemodynamically significant CAD in relation to the pretest likelihood of CAD:


•     Strategy 1: perfusion-CMR to assess ischemia before referring positive
      patients to CXA (P-CMR+CXA),


•     Strategy 2: a CXA in all patients combined with a FFR test in patients with
      angiographically positive stenoses (CXA+FFR)



                                                            Positive     FFR
               Positive        CXA
    P-CMR                                       CXA

               Negative                                     Negative



    Strategy 1 : (P-CMR+CXA)                    Strategy 2 : (CXA+FFR)
Material and Method


 Use of a mathematical model that submits to the 2 strategies, hypothetical patient
cohorts with different pretest likelihood of CAD – PCAD


 Effectiveness criterion is the ability to accurately identify a patient with significant CAD

 The cost-effectiveness = total costs / number of patients correctly diagnosed as
having CAD


 The costs evaluated from the third-party payer perspective and include
  - public prices of different tests (reimbursement fees),
  - costs of complications,
  - costs induced by diagnostic errors


 Clinical data from published literature
Decision tree for CAD diagnosis and outcomes for the 2 strategies
                                                         SnCMR=0.88
                           CMR-MPR < 1.5
                                                                       P-CMR to assess myocardial ischemia
Patient cohorts                                                        before referring positive patients to CXA.
with different PCAD

                                                                       CXA confirms     or   refutes   the   P-CMR
                                                                       diagnosis.

                                                          SpCMR=0.90
                                                                       Non-diagnostic P-CMR (NDx) -> strategy 2

                                                                       False-negative due to errors = at risk for
                                                                       complications

    Strategy 1 : (P-CMR+CXA)



                          Stenosis Ø > 50%
    Patient cohorts
    with different PCAD                                                 a CXA to all patients and
                                                                        a FFR in patients with positive stenoses.
                                             FFR<=0.75

                                                                        A positive stenosis is defined as a
                                                                        stenosis > 50% of luminal diameter

                                                                        A significant CAD is identified by a
    Strategy 2 is the reference with a 100% diagnostic accuracy
                                                                        stenosis > 50% and a FFR<=0.75
                Strategy 2 : (CXA+FFR)
Results: Comparing the cost per effect (Cost effectiveness)

                    40,000

                    35,000
                                                                cost-eff. P-CMR+CXA
Cost/CAD Dx (CHF)




                    30,000
                                                                cost-eff. CXA+FFR
                    25,000

                    20,000                                                             Results in the Swiss context

                    15,000
                                                                          64%
                    10,000

                     5,000

                        0
                             0.10   0.20   0.30   0.40   0.50     0.60    0.70      0.80   0.90   1.00
                                                    Prevalence of CAD (PCAD)
Results: Comparing the cost per effect (Cost effectiveness)

                       35,000


                       30,000


                       25,000                  cost-eff. P-CMR+CXA
     Cost/CAD Dx ($)




                       20,000                  cost-eff. CXA+FFR


                       15,000
                                                                         Results in the US context
                       10,000

                                                               68%
                        5,000


                           0
                            0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00



                                           Prevalence of CAD   (PCAD)
Discussion /Conclusion
The study was designed to compare the relative costs per effect of 2 diagnostic
strategies for patients with suspected CAD.


It shows that the pretest likelihood of CAD is a determinant of the ranking of the
diagnostic tests in terms of cost-effectiveness.


Compared to the gold standard of invasive CXA+FFR, the strategy involving a P-CMR
was found to be cost-effective up to a disease prevalence around 64% in the Swiss
context (resp. 68% in the US context).
Above this value of the disease prevalence proceeding directly to the invasive tests was
more cost-effective than P-CMR+CXA.
Discussion /Conclusion
Implications for health professionals and patients


Even if the conclusions of the analysis should not be considered as clinical
guidelines, the results may help the decision making for clinical use of new generations
of (non-invasive) imaging procedures to detect ischemia.


The results tend to show that the choice of cost-effective diagnostic strategies to detect
relevant CAD depends on the prevalence of the disease.




                                     THANK YOU
Clinical parameters and Costs for the different tests

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Economic evaluation. Comparative cost-effectiveness analyses of cardiac magnetic resonance imaging (CMR) and coronary angiography (CXA) combined with fractional flow reserve (FFR) test.

  • 1. Comparative cost-effectiveness analyses of cardiac magnetic resonance imaging (CMR) and coronary angiography (CXA) combined with fractional flow reserve (FFR) test K. Moschetti, D. Favre, C. Pinget, JB. Wasserfallen, J. Schwitter
  • 2. The burden of coronary artery Distribution of deaths worlwide, WHO, 2011 disease (CAD) Mortality burden Cardiovascular diseases are the most important killer of people Cardiovascular diseases 30% with 15% for CAD They are predicted to remain so for the next 20 years The CAD with stroke are the most frequent In Europe, the CAD accounts for between 15% and 25% of all deaths High Cost burden CAD is a leading cause of morbidity and loss of quality of life Since CAD is frequent, deadly and treatable, it is crucial to detect it (the myocardial ischemia) prior to a heart attack
  • 3. The coronary angiography test (CXA) and the fractional flow reserve (FFR) measurement An X-ray machine is used to detect occlusions revealed by the dye. Performed during the CXA, the FFR - a guide wire-based procedure - measures blood pressure and detect myocardial ischemia
  • 4. The Perfusion cardiac magnetic resonance (P-CMR) - robust technique with high sensitivity and specificity - validated against other imaging modalities (SPECT, CT etc…) - increasingly used to test for inducible myocardial ischemia (a lack of blood flow) P-CMR can detect occlusions and flow-limiting CAD - as defined by the CXA + FFR
  • 5. The Perfusion cardiac The CXA combined magnetic resonance with the FFR (P-CMR) - allow real-time estimation of the effects of a narrowed vessel, - not invasive, - allow simultaneous treatment with - none exposure to radiations angioplasty. => can be used multiple times But But Invasive with radiation exposure, - can induce claustrophobia bleeding and complications - not safe for patients with certain type of medical devices
  • 6. Objective To compare the cost-effectiveness ratio of 2 strategies used to diagnose hemodynamically significant CAD in relation to the pretest likelihood of CAD: • Strategy 1: perfusion-CMR to assess ischemia before referring positive patients to CXA (P-CMR+CXA), • Strategy 2: a CXA in all patients combined with a FFR test in patients with angiographically positive stenoses (CXA+FFR) Positive FFR Positive CXA P-CMR CXA Negative Negative Strategy 1 : (P-CMR+CXA) Strategy 2 : (CXA+FFR)
  • 7. Material and Method  Use of a mathematical model that submits to the 2 strategies, hypothetical patient cohorts with different pretest likelihood of CAD – PCAD  Effectiveness criterion is the ability to accurately identify a patient with significant CAD  The cost-effectiveness = total costs / number of patients correctly diagnosed as having CAD  The costs evaluated from the third-party payer perspective and include - public prices of different tests (reimbursement fees), - costs of complications, - costs induced by diagnostic errors  Clinical data from published literature
  • 8. Decision tree for CAD diagnosis and outcomes for the 2 strategies SnCMR=0.88 CMR-MPR < 1.5 P-CMR to assess myocardial ischemia Patient cohorts before referring positive patients to CXA. with different PCAD CXA confirms or refutes the P-CMR diagnosis. SpCMR=0.90 Non-diagnostic P-CMR (NDx) -> strategy 2 False-negative due to errors = at risk for complications Strategy 1 : (P-CMR+CXA) Stenosis Ø > 50% Patient cohorts with different PCAD a CXA to all patients and a FFR in patients with positive stenoses. FFR<=0.75 A positive stenosis is defined as a stenosis > 50% of luminal diameter A significant CAD is identified by a Strategy 2 is the reference with a 100% diagnostic accuracy stenosis > 50% and a FFR<=0.75 Strategy 2 : (CXA+FFR)
  • 9. Results: Comparing the cost per effect (Cost effectiveness) 40,000 35,000 cost-eff. P-CMR+CXA Cost/CAD Dx (CHF) 30,000 cost-eff. CXA+FFR 25,000 20,000 Results in the Swiss context 15,000 64% 10,000 5,000 0 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 Prevalence of CAD (PCAD)
  • 10. Results: Comparing the cost per effect (Cost effectiveness) 35,000 30,000 25,000 cost-eff. P-CMR+CXA Cost/CAD Dx ($) 20,000 cost-eff. CXA+FFR 15,000 Results in the US context 10,000 68% 5,000 0 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 Prevalence of CAD (PCAD)
  • 11. Discussion /Conclusion The study was designed to compare the relative costs per effect of 2 diagnostic strategies for patients with suspected CAD. It shows that the pretest likelihood of CAD is a determinant of the ranking of the diagnostic tests in terms of cost-effectiveness. Compared to the gold standard of invasive CXA+FFR, the strategy involving a P-CMR was found to be cost-effective up to a disease prevalence around 64% in the Swiss context (resp. 68% in the US context). Above this value of the disease prevalence proceeding directly to the invasive tests was more cost-effective than P-CMR+CXA.
  • 12. Discussion /Conclusion Implications for health professionals and patients Even if the conclusions of the analysis should not be considered as clinical guidelines, the results may help the decision making for clinical use of new generations of (non-invasive) imaging procedures to detect ischemia. The results tend to show that the choice of cost-effective diagnostic strategies to detect relevant CAD depends on the prevalence of the disease. THANK YOU
  • 13. Clinical parameters and Costs for the different tests