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Artificial Intelligence-Driven Medipixel Fractional Flow Reserve Versus Invasive Fractional Flow Reserve-Guided PCI Trial (AIM-FFR Trial)

Artificial Intelligence-Driven Angiography-Based Fractional Flow Reserve Versus Invasive Fractional Flow Reserve-Guided PCI

Status
Recruiting
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT07329699
Acronym
AIM-FFR
Enrollment
2100
Registered
2026-01-09
Start date
2026-03-18
Completion date
2029-12-31
Last updated
2026-04-23

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Acute Coronary Syndrome, Chronic Coronary Syndrome, Coronary Artery Disease

Keywords

Coronary artery stenosis, Fractional flow reserve, Prognosis

Brief summary

The AIM-FFR trial is a prospective, multi-center, open-label, randomized controlled, non-inferiority trial. The current trial will evaluate non-inferiority of MPFFR-guided PCI, compared with invasive FFR-guided PCI in patients with coronary artery disease.

Detailed description

Fractional Flow Reserve (FFR) has been established as the gold standard for determining the functional significance of coronary artery stenosis. Current guidelines have classified FFR as a Class IA recommendation for the assessment of intermediate coronary artery lesions. However, FFR remains underused in daily clinical practice, due to requirement for pressure wire use, hyperemia induction, or prolonged procedural time. To overcome these limitations, angiography-derived computation of FFR have been widely adopted as wire-free alternatives. These technologies enable functional assessment of coronary stenosis without pressure wires, providing a less invasive and more comfortable alternative to wire-based FFR. Multiple modalities have shown reasonable diagnostic accuracy to predict FFR≤0.80. Among them, Quantitative Flow Ratio (QFR)-guided percutaneous coronary intervention (PCI) demonstrated superior clinical outcome than angiography-guided PCI. Based on these results, QFR-guided PCI is supported by class 1B recommendation from European Society of Cardiology guideline. Nevertheless, angiography-derived FFR also has limitations, primarily related to the technical and workflow demands of the process. Computation of angiography-derived FFR typically requires vessel segmentation, correspondence marking, and 3-dimensional reconstruction from angiographic images, which are time-consuming and subject to operator-dependent variability. Indeed, recent data shows limitations of angiography-based FFR computation. Study by Ninomiya et al. evaluated five different angiography-derived FFR methods (QFR, vFFR from Pie Medical Imaging, caFFR from Rainmed Ltd, 2D-µFR, and 3D-µFR from Pulse Medical Imaging Technology). Although these angiography-derived FFR methods provided higher discrimination than angiographic stenosis severity to discriminate functionally significant stenosis defined by FFR≤0.80 or instantaneous wave-free ratio≤0.89, the AUC ranged from 0.65 to 0.75. Furthermore, recent FAVOR III Europe trial showed that QFR-guided strategy did not meet non-inferiority to FFR-guided strategy in terms of a composite of death, myocardial infarction, and unplanned revascularization at 12 months. These results support invasive FFR-guided strategy is gold standard method. Recent advances in Artificial Intelligence (AI) have led to development of automated tools for cardiovascular diagnostics, improving both accuracy and workflow efficiency. The AI-driven angiography-based FFR (Medipixel FFR \[MPFFR\]) has been developed utilizing AI-based fully automated quantitative coronary angiography (AI-QCA). MPFFR utilizes automated frame selection, AI-based contouring, and real-time modeling, allowing for rapid and accurate physiological assessment without manual segmentation. In previous validation study conducted in Korea (599 vessels from 452 patients who underwent clinically indicated FFR measurement from 5 university hospitals in Korea), Mean analysis time of MPFFR was 12.5±1.7 seconds and manual correction was needed in 32 vessels (5.3%). MPFFR showed similar diagnostic performance with QFR (correlation with FFR; MPFFR vs. QFR: R=0.885 vs. R=0.860, P for comparison=0.011; area under curve to predict FFR≤0.80; 0.949 vs. 0.953, P for comparison=0.631). At a median follow-up of 2 years (interquartile range, 1.6 to 2.6 years), patients with MPFFR≤0.80 had higher risk of target vessel failure than those with MPFFR\>0.80 (4.5% vs. 0.8%; adjusted HR, 5.94; 95% CI, 1.27-27.91; P=0.024). C-index to predict target vessel failure was comparable between MPFFR and QFR (0.770 vs. 0.753, P for comparison=0.469). However, whether MPFFR-guided PCI can be used in daily practice still needs to be validated by randomized controlled trial using invasive FFR-guided PCI as reference standard. On this background, the current trial aims to compare clinical outcomes between MPFFR-guided PCI and invasive FFR-guided PCI in patients with coronary artery disease.

Interventions

DIAGNOSTIC_TESTMPFFR or Invasive FFR

Functionally significant stenosis will be defined as MPFFR≤0.80 or FFR≤0.80. For lesions with MPFFR≤0.80 or FFR≤0.80, PCI will be recommended under current guidelines, however, final decision regarding PCI will be at the discretion of operators. In the MPFFR-guided PCI group, on-site MPFFR value will be used in decision making of revascularization. If PCI is not performed for lesions with MPFFR≤0.80 or FFR≤0.80, the specific reasons will be collected in electronic case report form. For lesions with MPFFR\>0.80 or FFR\>0.80, PCI will be deferred.

Sponsors

Samsung Medical Center
Lead SponsorOTHER
Chonnam National University Hospital
CollaboratorOTHER
Seoul National University Bundang Hospital
CollaboratorOTHER
Chung-Ang University Gwangmyeong Hospital
CollaboratorOTHER
The Catholic University of Korea
CollaboratorOTHER
Keimyung University Dongsan Medical Center
CollaboratorOTHER
Wonju Severance Christian Hospital
CollaboratorOTHER
SMG-SNU Boramae Medical Center
CollaboratorOTHER
Kangbuk Samsung Hospital, Sungkyunkwan University
CollaboratorOTHER
Korea University Guro Hospital
CollaboratorOTHER
Inje University Ilsan Paik Hospital
CollaboratorOTHER
International St. Mary's Hospital
CollaboratorUNKNOWN
Kyungpook National University Hospital
CollaboratorOTHER
Korea University Anam Hospital
CollaboratorOTHER
Ajou University School of Medicine
CollaboratorOTHER
Changwon Patima Hospital
CollaboratorUNKNOWN
Bundang CHA Hospital
CollaboratorOTHER
Ulsan University Hospital
CollaboratorOTHER
Gachon University Gil Medical Center
CollaboratorOTHER
Inje University Haeundae Paik Hospital
CollaboratorOTHER
Gyeongsang National University Changwon Hospital
CollaboratorOTHER
Wonkwang University Hospital
CollaboratorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
DOUBLE (Subject, Outcomes Assessor)

Masking description

Patients will be blinded to the assigned groups. Clinical events will be independently adjudicated by independent Clinical Events Adjudication Committee.

Intervention model description

A prospective, multi-center, open-label, randomized controlled, non-inferiority trial.

Eligibility

Sex/Gender
ALL
Age
19 Years to No maximum
Healthy volunteers
No

Inclusion criteria

1. Subject must be at least 19 years of age 2. Eligible for coronary angiography and/or percutaneous coronary intervention. 3. Chronic coronary syndrome or acute coronary syndrome (non-culprit vessels only) 4. Coronary artery disease in one or more native major epicardial vessels or their branches with reference vessel diameter of at least 2.5mm and with visually assessed coronary stenosis in which the physiological severity of the lesion is questionable (typically 40-90% diameter stenosis). 5. Subject who is able to understand risks, benefits and treatment alternatives and sign informed consent voluntarily.

Exclusion criteria

1. Patients unable to provide informed consent 2. Patients with known intolerance to aspirin, P2Y12 inhibitors, or components of drug-eluting stents and drug-coated balloons 3. Patients with coronary artery bypass grafting 4. Patients who have non-cardiac co-morbid conditions with life expectancy \<1 year 5. Patients with cardiogenic shock or cardiac arrest 6. Patients with severe left ventricular systolic dysfunction (ejection fraction \<30%) 7. Patients with severe valvular heart disease requiring open heart surgery 8. Pregnant or lactating women 9. Angiographic

Design outcomes

Primary

MeasureTime frameDescription
Major adverse cardiac events (MACE)1 year after last patient enrollmenta composite of death from any causes, non-fatal myocardial infarction \[MI\], and clinically indicated unplanned revascularization

Secondary

MeasureTime frameDescription
All-cause death1 year after last patient enrollmentAll-cause death (defined by Academic Research Consortium \[ARC\] II definition)
Cardiovascular death1 year after last patient enrollmentCardiovascular death (defined by Academic Research Consortium \[ARC\] II definition)
Non-fatal myocardial infarction (MI)1 year after last patient enrollmentNon-fatal MI (according to the Fourth universal definition of MI)
Target vessel-related MI1 year after last patient enrollmentTarget vessel-related MI (Target vessel denotes vessels with initially interrogated by MPFFR or invasive FFR)
Non-target vessel-related MI1 year after last patient enrollmentNon-target vessel-related MI (Target vessel denotes vessels with initially interrogated by MPFFR or invasive FFR)
Clinically indicated unplanned revascularization1 year after last patient enrollmentClinically indicated unplanned revascularization (defined by Academic Research Consortium \[ARC\] II definition)
Clinically indicated target vessel revascularization1 year after last patient enrollmentClinically indicated target vessel revascularization (Target vessel denotes vessels with initially interrogated by MPFFR or invasive FFR)
Clinically indicated non-target vessel repeat revascularization1 year after last patient enrollmentClinically indicated non-target vessel repeat revascularization (Target vessel denotes vessels with initially interrogated by MPFFR or invasive FFR)
Vessel or Stent thrombosis1 year after last patient enrollmentVessel or Stent thrombosis (definite thrombosis defined by Academic Research Consortium \[ARC\] II definition)
Cardiovascular death or target vessel-related MI1 year after last patient enrollmentA composite of Cardiovascular death or target vessel-related MI
Target vessel failure1 year after last patient enrollmentTarget vessel failure (TVF, a composite of cardiovascular death, target vessel-related MI, and clinically indicated target vessel revascularization)
Bleeding according to BARC definition1 year after last patient enrollmentBleeding according to BARC definition
Cerebrovascular accident (CVA)1 year after last patient enrollmentCerebrovascular accident (CVA) including ischemic stroke, hemorrhagic stroke, or transient ischemic attack (TIA)
Contrast volume (including both diagnostic angiography and PCI)immediately after the intervention/procedureContrast volume (including both diagnostic angiography and PCI)
Procedure time of MPFFR or invasive FFR measurementimmediately after the intervention/procedureProcedure time of MPFFR or invasive FFR measurement
Procedure time including the decision-making time for PCI following coronary angiographyimmediately after the intervention/procedureProcedure time including the decision-making time for PCI following coronary angiography
Number of lesions interrogatedimmediately after the intervention/procedureNumber of lesions interrogated by MPFFR or invasive FFR
Number of used stents or drug-coated balloonsimmediately after the intervention/procedureNumber of used stents or drug-coated balloons

Countries

South Korea

Contacts

CONTACTJoo Myung Lee, MD, MPH, PhD
drone80@hanmail.net0234102575
CONTACTSeung Hun Lee, MD, PhD
lsh8602@naver.com821064137449
PRINCIPAL_INVESTIGATORJoo Myung Lee, MD, MPH, PhD

Samsung Medical Center

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Apr 24, 2026