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Fractional flow reserve-guided percutaneous coronary intervention versus medical therapy for stable coronary artery disease: long-term results of the FAME 2 trial

Abstract

In patients with stable coronary artery disease (CAD), the long-term benefits of revascularization over medical therapy remain unclear. In the Fractional Flow Reserve versus Angiography for Multivessel Evaluation 2 trial, patients with hemodynamically significant stenoses (fractional flow reserve (FFR) ≤ 0.80) were randomized to receive FFR-guided percutaneous coronary intervention (PCI) plus medical therapy (n = 447) or medical therapy alone (n = 441). At 5 years, FFR-guided PCI reduced the risk of the primary composite outcome of time to death, myocardial infarction or urgent revascularization, largely because of fewer urgent revascularizations. We now report the long-term clinical outcomes from this trial. Sixteen hospitals, contributing 748 randomized patients (161 women, 21.5%), participated in the long-term follow-up. The primary composite outcome was analyzed hierarchically using the unstratified win ratio, which addressed differential missingness of data on nonfatal outcomes in deceased patients by prioritizing comparisons on time to death. At a median follow-up of 11.2 years, the primary endpoint occurred in 150 of 447 patients (33.6%) in the PCI group versus 182 of 441 (41.3%) in the medical therapy group. PCI was superior in 29.2% of comparisons, medical therapy in 23.3%, and the two groups were tied in 47.5%, resulting in a win ratio of 1.25 in favor of PCI (95% confidence interval (CI) 1.01–1.56, P = 0.043). The corresponding win difference was 5.9% (95% CI 0.2–11.6), and the number needed to treat was 17 (95% CI 9–500). Win ratios were 0.88 for all-cause death (95% CI 0.66–1.17), 1.50 for myocardial infarction (95% CI 0.98–2.31) and 4.57 for urgent revascularization (95% CI 2.53–8.24). During long-term follow-up, FFR-guided PCI in patients with stable CAD and hemodynamically significant stenoses reduced the composite of death, myocardial infarction or urgent revascularization, primarily because of fewer urgent revascularizations. These long-term findings reaffirm the efficacy of FFR-guided PCI over medical therapy in patients with stable CAD. ClinicalTrials.gov registration: NCT06159231.

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Fig. 1: Study flow chart.
Fig. 2: Cumulative incidence of death from any cause.
Fig. 3: Win ratio analysis.
Fig. 4: Subgroup analyses for the primary composite endpoint for the two randomized groups.

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Data availability

The data underlying this study consist of clinical information from human participants. Participants provided informed consent for use of their data in this specific study but not for unrestricted public sharing. As such, open access to the dataset would compromise participant confidentiality and breach ethical and legal obligations under applicable data protection regulations. To balance participant privacy with scientific transparency, anonymized derived data will be made available upon reasonable request to qualified researchers with a methodologically sound proposal, subject to approval by the sponsoring institutions and, if required, relevant ethics committees. Requests for data should be sent to the corresponding authors, with a response expected within 4 weeks.

References

  1. Tonino, P. A. L. et al. Fractional flow reserve versus angiography for guiding percutaneous coronary intervention. N. Engl. J. Med. 360, 213–224 (2009).

    Article  CAS  PubMed  Google Scholar 

  2. De Bruyne, B. et al. Fractional flow reserve-guided PCI versus medical therapy in stable coronary disease. N. Engl. J. Med. 367, 991–1001 (2012).

    Article  PubMed  Google Scholar 

  3. De Bruyne, B. et al. Fractional flow reserve-guided PCI for stable coronary artery disease. N. Engl. J. Med. 371, 1208–1217 (2014).

    Article  PubMed  Google Scholar 

  4. Xaplanteris, P. et al. Five-year outcomes with PCI guided by fractional flow reserve. N. Engl. J. Med. 379, 250–259 (2018).

    Article  PubMed  Google Scholar 

  5. Al-Lamee, R. et al. Percutaneous coronary intervention in stable angina (ORBITA): a double-blind, randomised controlled trial. Lancet 391, 31–40 (2018).

    Article  PubMed  Google Scholar 

  6. Rajkumar, C. A. et al. A placebo-controlled trial of percutaneous coronary intervention for stable angina. N. Engl. J. Med. 389, 2319–2330 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Maron, D. J. et al. Initial invasive or conservative strategy for stable coronary disease. N. Engl. J. Med. 382, 1395–1407 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  8. Al-Lamee, R. et al. Fractional flow reserve and instantaneous wave-free ratio as predictors of the placebo-controlled response to percutaneous coronary intervention in stable single-vessel coronary artery disease: physiology-stratified analysis of ORBITA. Circulation 138, 1780–1792 (2018).

    Article  PubMed  Google Scholar 

  9. Chaitman, B. R. et al. Myocardial infarction in the ISCHEMIA trial: impact of different definitions on incidence, prognosis, and treatment comparisons. Circulation 143, 790–804 (2021).

    Article  PubMed  Google Scholar 

  10. Johnson, N. P. et al. Prognostic value of fractional flow reserve: linking physiologic severity to clinical outcomes. J. Am. Coll. Cardiol. 64, 1641–1654 (2014).

    Article  PubMed  Google Scholar 

  11. Collet, C. et al. Influence of pathophysiologic patterns of coronary artery disease on immediate percutaneous coronary intervention outcomes. Circulation 150, 586–597 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  12. Collet, C. et al. Measurement of hyperemic pullback pressure gradients to characterize patterns of coronary atherosclerosis. J. Am. Coll. Cardiol. 74, 1772–1784 (2019).

    Article  PubMed  Google Scholar 

  13. Cordoba, G., Schwartz, L., Woloshin, S., Bae, H. & Gøtzsche, P. C. Definition, reporting, and interpretation of composite outcomes in clinical trials: systematic review. BMJ 341, c3920 (2010).

    Article  PubMed  PubMed Central  Google Scholar 

  14. Pocock, S. J., Ariti, C. A., Collier, T. J. & Wang, D. The win ratio: a new approach to the analysis of composite endpoints in clinical trials based on clinical priorities. Eur. Heart J. 33, 176–182 (2012).

    Article  PubMed  Google Scholar 

  15. Pocock, S. J., Gregson, J., Collier, T. J., Ferreira, J. P. & Stone, G. W. The win ratio in cardiology trials: lessons learnt, new developments, and wise future use. Eur. Heart J. 45, 4684–4699 (2024).

    Article  PubMed  PubMed Central  Google Scholar 

  16. Gasparyan, S. B., Folkvaljon, F., Bengtsson, O., Buenconsejo, J. & Koch, G. G. Adjusted win ratio with stratification: calculation methods and interpretation. Stat. Methods Med. Res. 30, 580–611 (2021).

    Article  PubMed  Google Scholar 

  17. Beretta, L. & Santaniello, A. Nearest neighbor imputation algorithms: a critical evaluation. BMC Med. Inform. Decis. Mak. 16, 74 (2016).

    Article  PubMed  PubMed Central  Google Scholar 

Download references

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Authors and Affiliations

Authors

Contributions

The study was conceptualized by B.D.B., N.H.J.P., W.F.F., C.C. and P.J. All authors were involved in data curation. Study methodology was developed by C.C., B.D.B. and P.J. Data analysis was performed by T.V.P., B.R.d.C., T. Mizukami and T. Mahendiran, under the supervision of B.D.B. and P.J. The original draft was written by C.C., T. Mahendiran, B.D.B. and P.J. All authors contributed to the review, editing and approval of the final version of the manuscript.

Corresponding authors

Correspondence to Bernard De Bruyne or Peter Jüni.

Ethics declarations

Competing interests

C.C. reports receiving research grants from Biosensor, Coroventis Research, Medis Medical Imaging, Pie Medical Imaging, CathWorks, Boston Scientific, Siemens, HeartFlow Inc. and Abbott Vascular and consultancy fees from HeartFlow Inc., OpSens, Abbott Vascular and Philips Volcano. T. Mahendiran is supported by a grant from the Swiss National Science Foundation (SNSF). W.F.F. has received institutional research support from Abbott Vascular, Boston Scientific and Medtronic; has a consulting relationship with CathWorks and Siemens; and has stock options with HeartFlow. N.H.J.P. has received institutional research grants from Abbott; has consulting relationships with and receives fees from Abbott and Coroventis; has equity in ASML Holding N.V., General Electric, HeartFlow and Philips; is a member of the Scientific Advisory Board of HeartFlow; and has patents pending in the field of the coronary microcirculation and aortic valve stenosis. B.D.B. has a consulting relationship with Boston Scientific, Abbott Vascular, CathWorks, Siemens and Coroventis Research; receives research grants from Abbott Vascular, Coroventis Research, CathWorks and Boston Scientific; and holds minor equities in Philips Volcano, Siemens, GE Healthcare, Edwards Lifesciences, HeartFlow, Sanofi and Celyad. The other authors declare no competing interests.

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Nature Medicine thanks Brian Ko and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Primary Handling Editor: Michael Basson, in collaboration with the Nature Medicine team.

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Extended data

Extended Data Fig. 1 Sensitivity analyses based on the incidence rate ratio.

Prespecified sensitivity analyses using Poisson regression with robust standard errors to estimate incidence rate ratios with 95% confidence intervals. In the model without data imputation, participants who dropped out or were lost to follow-up were censored at the time of the event or at the time of last available follow-up. IRR, incidence rate ratio. 95% CI, 95% confidence interval. PCI, percutaneous coronary intervention. PY, person-years. Two-sided P-values are from Wald tests of the regression coefficients in the Poisson regression models.

Extended Data Fig. 2 Post hoc sensitivity analyses based on the hazard ratio.

Post hoc sensitivity analyses using Cox proportional hazards models to estimate hazard ratios with 95% confidence intervals. In the model without data imputation, participants who dropped out or were lost to follow-up were censored at the time of the event or at the time of last available follow-up. HR, hazard ratio. 95% CI, 95% confidence interval. PCI, percutaneous coronary intervention. PY, person-years. Two-sided P-values are from Wald tests of the regression coefficients in the Cox proportional hazards models.

Extended Data Fig. 3 Time-to-event curves after multiple imputation.

Cumulative incidence curves for primary composite outcome (a) and its components (b) all-cause death, (c) myocardial infarction, and (d) urgent revascularization, after multiple imputation. IRR, incidence rate ratio. 95% CI, 95% confidence interval. PCI, percutaneous coronary intervention.

Extended Data Fig. 4 Summary of the main study findings.

The two-sided P-value for the win ratio was calculated using a Z test based on the Finkelstein and Schoenfeld method.

Extended Data Table 1 Comparison of baseline clinical characteristics between participants with available long-term follow-up and those without
Extended Data Table 2 Comparison of baseline clinical characteristics between participants randomized to PCI or medical therapy with available long-term follow-up
Extended Data Table 3 Exploratory post-hoc calculations of the win ratio at each level of the hierarchical primary outcome for subgroups defined by FFR
Extended Data Table 4 Win ratios for all outcomes
Extended Data Table 5 Summary of pairwise comparisons in the win ratio analysis for the primary outcome

Supplementary information

Supplementary Information (download PDF )

Supplementary Tables 1 and 2, study protocol and statistical analysis plan.

Reporting Summary (download PDF )

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Collet, C., Mahendiran, T., Fearon, W.F. et al. Fractional flow reserve-guided percutaneous coronary intervention versus medical therapy for stable coronary artery disease: long-term results of the FAME 2 trial. Nat Med 32, 318–324 (2026). https://doi.org/10.1038/s41591-025-04132-5

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