One‑year clinical outcome of angiography, fractional flow reserve and instantaneous wave‑free ratio guided percutaneous coronary intervention: A PRISMA‑compliant meta‑analysis

  • Authors:
    • Stefan Baumann
    • Klara S. E. Mueller
    • Svetlana Hetjens
    • Frederik Eder
    • Antonia C. Schaefer
    • Tobias Becher
    • Martin Borggrefe
    • Ibrahim Akin
    • Dirk Loßnitzer
  • View Affiliations

  • Published online on: January 7, 2019
  • Pages: 1939-1951
Metrics: Total Views: 0 (Spandidos Publications: | PMC Statistics: )
Total PDF Downloads: 0 (Spandidos Publications: | PMC Statistics: )


The present study aimed to compare the clinical outcome of patients with coronary artery disease (CAD) who underwent a revascularization using conventional coronary angiography or a physiologically guided revascularization with Fractional Flow Reserve (FFR). Furthermore, outcomes in FFR guided percutaneous coronary intervention (PCI) and instantaneous wave‑free ratio (iFR) guided PCI were compared. The analysis was performed for reported outcomes at a 1‑year follow‑up. After searching PubMed, EMBASE, and Web of Science for suitable publications, a total of 15,880 subjects were included. Comparing angiography guided and FFR guided PCI showed no significant difference in major adverse cardiac events [odds ratio (OR), 0.78; 95% confidence interval (CI), 0.59‑1.04; P=0.09; I²=73%], death from any cause (OR, 0.74; 95% CI, 0.46‑1.18; P=0.20; I²=74%), myocardial infarction (OR, 0.93; 95% CI, 0.81‑1.07; P=0.31; I²=0%) or unplanned revascularization (OR, 0.71; 95% CI, 0.41‑1.23; P=0.22; I²=79%). In addition, no significant difference could be found between iFR and FFR guided PCI for major adverse cardiac events (OR, 0.97; 95% CI; 0.76‑1.23; P=0.81; I²=0%), death from any cause (OR, 0.66; 95% CI, 0.40‑1.11; P=0.12; I²=0%), myocardial infarction (OR, 0.83; 95% CI, 0.56‑1.24; P=0.37) or unplanned revascularization (OR, 1.16; 95% CI, 0.85‑1.58; P=0.34; I²=16%). Overall, there was a tendency towards better outcomes of FFR in all four clinical endpoints compared with angiography guiding of PCI, and furthermore iFR showed no significant inferiority when compared to FFR in said clinical endpoints. When conducting a network meta‑analysis, the results confirmed a non‑inferiority of iFR compared to angiography guided revascularization.


Finding the best course of treatment for coronary artery disease (CAD) is a recurring challenge in everyday clinical practice. Coronary revascularization is only justified for hemodynamically relevant stenosis (1,2). While coronary angiography can identify a coronary stenosis by conventional visual assessment, defining the functional hemodynamic significance of an intermediate stenosis can be difficult.

During cardiac catherization, the functional flow reserve (FFR) can be measured as the maximum available blood flow in a stenosed coronary segment. FFR is the current gold standard for deciding if revascularization is required in angiographically ambiguous coronary artery stenosis and is recommended by the 2014 ESC/EACTS guidelines on myocardial revascularization and the 2011 ACCF/AHA/SCAI guidelines for percutaneous coronary intervention (PCI) (3,4).

Despite this recommendation and the alleged benefits, the use of FFR is still limited. The administration of vasodilators such as adenosine, which is required to induce maximal hyperaemia when measuring FFR, can cause side effects (i.e. chest pain, dyspnoea, AV-blockage) during the procedure. Those side effects, cost and increased procedural time are preventing FFR from becoming a standard procedure in day-to-day clinical setting.

A rather new method used to determine the severity of a coronary stenosis is the instantaneous wave-free ratio (iFR). By identifying a period of naturally occurring constant peripheral resistance during diastole, there is no need for vasodilators (5). Several studies have shown similar diagnostic accuracy for FFR and iFR in the same coronary artery (57).

Following the described comparable accuracy of FFR and iFR, the goal of this meta-analysis was to compare the clinical outcome of patients with CAD in which the stenosis was either evaluated visually by coronary angiography alone, or by hemodynamic assessment using FFR or iFR.

Materials and methods

Study design

This meta-analysis was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement and is based on the review of previously published articles (816). No ethical approval and patient consent were necessary.

Literature search

In July 2017 PubMed, EMBASE, Cochrane Central Register of Controlled Trials (CENTRAL), were searched for studies evaluating the clinical outcomes of FFR and iFR. The keywords were ‘fractional flow reserve’ and ‘myocardial’ or ‘fractional flow reserve’ or ‘wave-free ratio’ or ‘iFR and coronary’ or ‘FFR and coronary’ with no other filter. No language restrictions were applied. We selected studies, which used a comparative analysis to identify a culprit coronary lesion.

Patient population with inclusion and exclusion criteria

The following inclusion criteria were applied. The design was either a randomized clinical trial (RCT) or an observational study comparing either angiography and FFR guided or iFR and FFR guided PCI. Participants were adult (18 years and older) patients with indication for PCI. All data of one-year clinical outcomes (major adverse cardiac event (MACE), death from any cause, myocardial infarction (MI) or unplanned revascularization) could be retrieved from the published full text.

We applied the following exclusion criteria

The studies were not conducted on humans (studies on animals or in vitro systems). The literature presented results from a sub-study, was a duplicate or did not report clinical outcomes of angiography or FFR and iFR. All literature, that contained only diagnostic studies, surveys, reviews, case reports, comments, or meta-analysis. Three investigators (SB, ACS and VB) selected studies independently, and disagreements were resolved by discussion among all authors.

The following data of eligible studies were documented (Table I): Name of the study, first author, year of publication, and details of the study design, characteristics of patients, data of clinical outcomes, and the studies were sorted by analyzed type of culprit assessment.

Table I.

Characteristics of the included studies.

Table I.

Characteristics of the included studies.

A, Studies comparing FFR guided PCI and angiography guided PCI

Author, yearDesignCenters (Countries)Number of enrolled patients for each methodaIndication for PCIExclusion criteriaOutcomes reportedMaximum Follow-up period (months)(Refs.)
Tonino et al 2009Prospective RCT20 (N.A.)509 (FFR) 496 (Angio)Multivessel CAD (50% of the vessel diameter in at least two major epicardial coronary arteries)Recent STEMI (<5 days); NSTEMI with peak creatinine kinase >1,000 U/l; significant left main CAD; previous CABG; cardiogenic shock; extremely tortuous or calcified coronary arteries; life expectancy <2 years; contraindication for drug-eluding stents; pregnancyPrimary endpoint: MACE Secondary endpoints: Procedure time; amount of contrast agent; functional CCS class (after 1 year); HRQoL; number of antianginal medication; individual components of MACE; MACE at 30 days and 6 months; cost-effectiveness12(8)
Puymirat et al 2012Retrospective, nonrandomized1 (1)222 (FFR) 495 (Angio)Stable or unstable Angina in small coronary vessel (<3 mm diameter)Patients with PCI treatment in vessels ≥3 mm; bypass graft stenting; STEMI or non-STEMI; PCI without stentingPrimary endpoint: MACE Secondary endpoints: Stent thrombosis; periprocedural MI; bleeding complications (major thrombolysis in MI); use of transfusion during hospital stay60(9)
Li et al 2013Retrospective, nonrandomized1 (1)1,090 (FFR) 6,268 (Angio)Patients referred for revascularizationSTEMI; cardiogenic shock; referred for CABGPrimary endpoint: MACE Secondary endpoint: death; MI; repeated revascularization84(10)
Chen et al 2015Prospective RCT8 (1)160 (FFR) 160 (Angio)Silent ischemia, Stable or unstable Angina with a single true coronary bifurcation lesion (diameter of stenosis ≤50% in both the main vessel and the side branch, each with a reference diameter of ≥2.5 to ≤4.5 mm)MI within one month; left ventricular ejection <30%; previous CABG; a distal left main coronary artery trifurcation lesion with a no canalized right coronary artery chronic total occlusion; calcification requiring rotational atherectomy; planned surgery necessitating antiplatelet therapy interrupting within 6 months post-PCI; study drug contraindication or intolerance; estimated glomerular filtration rate <40 ml/min/1.73 m2: platelet count <10×109/l; liver dysfunction; pregnancy; expected life span <1 yearPrimary endpoint: 1 year rate of MACE Secondary endpoints: individual MACE (cardiac death, MI or TVR); stent thrombosis; restenosis12(11)
Layland et al 2015Prospective RCT6 (1)176 (FFR) 174 (Angio)NSTEMI and at least one risk factor for CAD with invasive management planned or history of recurrent ischemic symptoms within 5 daysPresence of ischemic symptoms without medical therapy; hemodynamic instability; MI with persistent ST elevation; anti-platelet intolerance; planned non-coronary surgery; history of CABG; coronary disease; life expectancy <1 yearPrimary endpoint: Difference in patient numbers allocated to medical treatment between the PCI and the FFR guided group Secondary endpoint: Feasibility and safety of routine FFR; relationship between FFR and stenosis severity as assessed by angiography; MACE; hospital resources; HRQoL12(12)
Park et al 2015Prospective RCT6 (1)114 (FFR) 115 (Angio)Intermediate coronary stenosis in a native coronary artery with a reference diameter of <2.5 mmAngiographically significant left main disease; cardiogenic shock; chronic kidney disease; a life expectancy <2 years; conductions disturbance more than first degree AV-block; contraindication to adenosinePrimary endpoint: MACE (after 2 and 5 years)60(13)
De Backer et al 2016Retrospektive, nonrandomized1 (1)695 (FFR) 695 (Angio)Stable AnginaCoronary stenosis <50% or >89%Primary endpoint: MACE Secondary endpoints: Death; MI; repeated revascularization; combined endpoint of death and MI48(14)

B, Studies comparing FFR guided PCI and instantaneous wave-free ratio (iFR®) guided PCI

Author, yearDesignCenters (Countries)Number of enrolled patientsbIndication for PCIExclusion criteriaOutcomes reportedMaximum Follow-up period (months)(Refs.)

Davies et al 2017Prospective RCT49 (19)1,250 (FFR) 1,242 (iFR)Intermediate coronary stenosisTandem stenosis, previous CABG, significant left main artery stenosis, total coronary occlusion, restenosis, hemodynamic instability, contraindication to adenosine administration or PCI or drug eluting stent, heavily calcified or tortuous vessels, significant hepatic or lung disease or malignant disease with unfavorable prognosis, pregnancy, severe valvular heart disease, recent STEMI, more than one target vesselPrimary endpoint: MACE12(15)
Götberg et al 2017Prospective RCT15 (3)1,007 (FFR) 1,012 (iFR)Stable or unstable Angina, NSTEMIPrevious CABG; life expectancy <1 year; unstable hemodynamicsPrimary endpoint: MACE Secondary endpoints: MI; death; unplanned revascularization; chest discomfort during the procedure; TVR; stent thrombosis; restenosis12(16)

a Total: 2,966 (FFR) and 8,387 (Angio)

b Total: 2,257 (FFR) and 2,254 (iFR). Angio, angiography; CAD, coronary artery disease; CABG, coronary artery bypass graft; CCS, canadian cardiovascular society; FFR, fractional flow reserve; HRGoL, health-related quality of Life; iFR, instantaneous wave-free ratio; MACE, major adverse coronary event; MI, myocardial infarction, NSTEMI; non ST elevation myocardial infarction; OS, observational study; PCI, percutaneous coronary intervention; RCT, randomized controlled trial; STEMI, ST elevation myocardial infarction; TLR, target lesion revascularization; TVR, target vessel revascularization.

Statistical analysis

In case the extracted data was appropriate for pooled analysis, a meta-analysis was performed. Dichotomous data was analyzed using the Mantel-Haenszel model and reported as an odds ratio (OR). Forest plots were used for visualization of the results.

The heterogeneity of studies was calculated using the I2 index. An I2 value of 0–25% represents insignificant heterogeneity; >25-50% low heterogeneity; >50-75% moderate heterogeneity; and >75% high heterogeneity (17). All results were calculated using a random-effects model. If concerns for high heterogeneity existed, a sensitivity analysis was performed. Funnel plots were used to visualize publication bias. For other bias, a risk of bias assessment figure was used (Fig. 1). The comparison between angiography and iFR was performed with a network meta-analysis. For meta-analysis calculations, the Review Manager version 5.3 (The Cochrane Collaboration, The Nordic Cochrane Centre, Copenhagen, Denmark) and for network meta-analysis the SAS system release version 9.3 (SAS Institute Inc., Cary, NC, USA) was used. P<0.05 was considered to indicate a statistically significant difference.


A total of 756 studies were screened, and nine studies were identified that fulfilled the previously determined inclusion criteria. A flow chart shows the selection process and the reasons for exclusion (Fig. 2). A total of 694 articles were eliminated, since their titles or abstracts did not fit our inclusion criteria.

The full-texts of 62 articles were assessed and 53 were not included in the quantitative and qualitative analysis since they did not contain a one-year follow-up or only analyzed a single method of coronary artery lesion evaluation. In total, the remaining studies included 15,880 patients with a one-year follow-up for MACE after PCI. Five studies and 8,403 patients were used for the analysis of angiography guided PCI, seven studies with 5,223 patients were used to analyze the FFR guided PCI and two studies with 2,254 patients were used for analysis of the iFR guided PCI. The exact number of patients for each study can be seen in Table I.

Overall, the nine studies did not have significant differences regarding patient baseline characteristics, which can be seen in Table II. Table III shows the rates for MACE one year after the intervention as well as the individual components of MACE, death from any cause, MI and unplanned revascularization.

Table II.

Patient characteristics of the included studies.

Table II.

Patient characteristics of the included studies.

A, Studies comparing FFR guided PCI and angiography guided PCI

Author, yearMethod used for PCIPatientsAge ± SDBMI ± SD (kg/m2)Male (%)HTN (%)Diabetes (%)HC (%)Current smoking (%)Family history of CAD (%)Prior MI (%)MVD (%)(Refs.)
ToninoFFR509   64.6±10.3N.A.384 (75.4)312 (61.3)123 (24.2)366 (71.9)138 (27.1)  205 (40.3)  187 (36.7)509 (100)(8)
et al 2009Angiography496   64.2±10.2N.A.360 (72.6)327 (65.9)125 (25.2)362 (73.0)156 (31.5)  190 (38.3)  180 (36.3)496 (100)
PuymiratFFR22271.6±9.826.6±4.3129 (58)130 (59)58 (26)137 (62)86 (39)  77 (35)N.A.38 (17)(9)
et al 2012Angiography495   71.7±10.627.0±4.4336 (68)323 (65)163 (33)333 (67)226 (46)143 (29)N.A.46 (9)
LiFFR1,090   65.7±11.330.4±5.8683 (62.7)864 (79.2)306 (28.0)608 (55.7)140 (12.8)N.A.270 (25)73 (19.8)(10)
et al 2013Angiography6,268   67.9±11.630.2±5.94,416 (70.4)4,897 (78.1)1,862 (29.7)5,119 (81.6)836 (13.3)N.A.1,882 (31.0)2186 (19)
ChenFFR16065.2±9.6N.A.121 (75.6)116 (72.5)48 (30.0)27 (16.9)66 (41.3)N.A.  12 (7.5)112 (69.8)(11)
et al 2015Angiography16065.4±9.2N.A.116 (72.5)106 (68.3)43 (26.9)32 (20.0)64 (40.0)N.A.  19 (11.9)110 (68.8)
LaylandFFR176   62.3±11.0N.A.133 (75.6)78 (44.3)26 (14.8)71 (40.3)72 (40.9)N.A.  22 (12.5)51 (29.0)(12)
et al 2015Angiography174   61.6±11.1N.A.127 (73.0)81 (46.6)26 (14.9)56 (32.2)71 (40.8)N.A.  24 (13.8)55 (31.6)
ParkFFR114   62±10N.A.83 (72.8)73 (64)30 (26)80 (70)30 (26)N.A.  22 (19)72 (63)(13)
et al 2015Angiography115   63±10N.A.87 (75.7)65 (57)39 (34)78 (68)38 (33)N.A.  20 (17)66 (57)
De BackerFFR695   64.6±10.5   28.3±10.6511 (73.5)465 (66.9)179 (25.8)511 (73.5)173 (24.9)  343 (49.4)  238 (34.2)199 (28.7)(14)
et al 2016Angiography695   64.7±10.327.7±7.9507 (72.9)477 (68.6)164 (23.6)514 (74.0)180 (25.9)  328 (47.2)  237 (34.1)202 (29.1)

B, Studies comparing FFR guided PCI and Instantaneous Wave-free Ratio (iFR®) guided PCI

Author, yearMethod used for PCI PatientsAge ± SDBMI (kg/m2)Male (%)HTN (%)Diabetes (%)HC (%)Current Smoking (%)Family history of CAD (%)Prior MI (%)MVD (%)(Refs.)

DaviesFFR1,25065.2±10.6N.A.929 (74.3)884 (70.7)376 (30.1)792 (63.4)262 (21.0)N.A.376 (30.1)519 (41.5)(15)
et al 2017iFR1,24265.5±10.8N.A.962 (77.5)873 (70.3)382 (30.8)794 (63.9)243 (19.6)N.A.358 (28.8)505 (40.7)
GötbergFFR1,00767.4±9.227.6 ±4.3766 (75.2)710 (69.7)213 (20.9)704 (69.2)167 (16.3)N.A.335 (32.9)368 (36.1)(16)
et al 2017iFR1,01267.6±9.627.6 ±4.3756 (74.2)730 (71.6)232 (22.8)733 (71.9)159 (15.6)N.A.337 (33.1)364 (35.7)

[i] BMI, Body-mass index; CAD, coronary artery disease; FFR, fractional flow-reserve; HC, hypercholesterolemia; HTN, hypertension; iFR®, Instantaneous Wave-free Ratio; MI, myocardial infarction; MVD, multi-vessel-disease; N.A., not available; PCI, percutaneous coronary intervention; SD, standard deviation.

Table III.

Primary endpoints at 12 months of the included studies.

Table III.

Primary endpoints at 12 months of the included studies.

A, Studies comparing FFR guided PCI and angiography guided PCI

Author, yearMethod used for PCIPatientsDeath from any cause (%)Myocardial infarction (%)Unplanned revascularization (%)MACE (%)(Refs.)
Tonino et al 2009FFR509  9 (1.8)29 (5.7)33 (6.5)  67 (13.2)(8)
Angiography49615 (3.0)43 (8.7)47 (9.5)  91 (18.3)
Puymirat et al 2012FFR222  3 (1.4)N.A.10 (4.5)  13 (5.9)(9)
Angiography479  13 (2.7)N.A.  59 (12.3)  90 (18.8)
Li et al 2013FFR1,090120 (11.0)135 (18.2)N.A.  206 (18.9)(10)
Angiography6,268690 (11.0)826 (13.2)N.A.1,292 (20.6)
Chen et al 2015FFR160  3 (1.9)  19 (11.9)  9 (5.6)  29 (18.1)(11)
Angiography160  2 (1.3)  22 (13.8)11 (6.9)  29 (18.1)
Layland et al 2015FFR176  5 (2.8)11 (6.2)N.A.  14 (8.0)(12)
Angiography 174  3 (1.7)15 (8.6)N.A.
Park et al 2015FFR114N.A.N.A.N.A.  5 (4.4)(13)
Angiography 115N.A.N.A.N.A.
De Backer et al 2016FFR695  110 (15.8)217 (31.2)254 (36.5)  255 (36.7)(14)
Angiography695  191 (27.5)210 (30.2)231 (33.2)  236 (34.0)

B, Studies comparing FFR guided PCI and Instantaneous Wave-free Ratio (iFR®) guided PCI

Author, yearMethod used for PCI PatientsDeath from any cause (%)Myocardial Infarction (%)Unplanned Revascularization (%)MACE (%)(Refs.)
Davies et al 2017FFR1,182  13 (1.1)28 (2.4)63 (5.3)  83 (7.0)(15)
iFR1,148  22 (1.9)31 (2.7)46 (4.0)  78 (6.8)
Götberg et al 2017FFR1,007  12 (1.2)17 (1.7)46 (4.6)  61 (6.1)(16)
iFR1,012  15 (1.5)22 (2.2)47 (4.6)  68 (6.7)

[i] FFR, fractional flow-reserve; iFR®, instantaneous wave-free ratio; MACE, major adverse cardiac events; N.A., not available; PCI, percutaneous coronary intervention.

Analysis of one-year rates associated with angiography guided vs. FFR guided PCI

All the included studies reported on the outcomes of MACE. After one year the results were OR: 0.78 [95% CI: 0.59–1.04]; P=0.09, I2=73% and were supportive of better outcomes using FFR guided PCI. As for the single components of MACE, data for death from any cause was available in six of the seven studies and found a slight tendency towards FFR guided PCI with OR: 0.74 [95% CI: 0.46–1.18]; P=0.20, I2=74%. Five studies published outcomes for MI and when comparing both methods, the results were OR: 0.93 [95% CI: 0.81–1.07]; P=0.31, I2=0%, but showed no significant difference. Unplanned revascularization was reported in four of the included studies, and they also leaned in favour of FFR guided PCI with an OR: 0.71 [95% CI: 0.41–1.23]; P=0.22, I2=79%. Forest plots for all primary outcomes can be seen in Fig. 3.

When excluding the three retrospective studies (9,10,14) the preference for FFR remained, but the homogeneity changed to OR: 0.77 [95% CI: 0.59–1.00]; P=0.05, I2=0% regarding MACE. When comparing outcomes for MI and excluding the retrospective studies, three studies remained, and the results stayed within the same range with an OR: 0.70 [95% CI: 0.50–1.00]; P=0.05, I2=0%. The assessment for any risk of bias, which is visualized in Fig. 1, only showed a high risk for selection and performance bias in those three retrospective studies.

Analysis of one-year rates associated with FFR guided vs. iFR guided PCI

When analyzing the two available studies, there was no significant difference between FFR and iFR regarding MACE with OR: 0.97 [95% CI: 0.76–1.23]; P=0.81. Both studies also reported on the individual components of MACE, and when comparing the two methods in terms of death from any cause (OR: 0.66 [95% CI: 0.40–1.11]; P=0.12, I2=0%), MI OR: 0.83 [95% CI: 0.56–1.24]; P=0.37, I2=0%, and unplanned revascularization (OR: 1.16 [95% CI: 0.85–1.58]; P=0.34, I2=16%), neither reached the level of significance but showed a tendency towards iFR guided revascularization. The forest plots for all primary outcomes are presented in Fig. 4.

Network-analysis of one-year rates associated with angiography guided vs. iFR guided PCI

When conducting a network-analysis to compare angiography and iFR guided revascularization after one-year, the result for MACE was OR: 0.80 [95% CI: 0.55–1.17]; P=0.25. Death from any cause had an OR of: 1.12 [95% CI: 0.56–2.25]; P=0.75 and MI an OR: 1.12 [95% CI: 0.74–1.71]; P=0.60. The results for unplanned revascularization were OR: 0.61 [95% CI: 0.33–1.15]; P=0.13.


This meta-analysis was conducted to analyze the clinical outcomes as described above of studies containing angiography and FFR guided PCI or iFR compared to FFR guided PCI. When comparing FFR and iFR with angiography outcomes, the main finding was a tendency towards FFR/iFR in all 4 clinical endpoints.

With the analysis of MACE having factored in all seven included studies, one could interpret these results to be the most convincing. When looking at the Odds Ratio, a tendency towards FFR becomes clear, and this is supported by the results of the individual components of MACE. Although the I2 of MACE, death from any cause and unplanned revascularization were >50%, we decided not to exclude further studies in order to uphold a larger number of included patients.

FFR was first tested on its usefulness to determine the need for revascularization in intermediate coronary stenosis two decades ago (18), and thereafter several studies have been carried out to show the safety of FFR and its superiority over angiography guided PCI. Such studies include FAME (Fractional Flow Reserve vs. Angiography for Guiding Percutaneous Coronary Intervention) (8) and DEFER (Deferral vs. performance of percutaneous coronary intervention of functionally non-significant coronary stenosis) (1). The later published FAME 2 study (Fractional Flow Reserve-Guided PCI vs. Medical Therapy in Stable Coronary Disease) further showed significantly better outcomes for FFR guided PCI combined with best medical treatment in comparison to best medical treatment alone (2) and was stopped prematurely due to the efficacy of the combined therapy. For additional information on the clinical outcomes of FFR guided PCI, the FAME 3 study is looking to compare this method with CABG surgery in patients with multivessel CAD (19).

In contrast to our findings, a meta-analysis by Enezate et al (20) showed preference towards FFR and found a significant difference regarding MACE and MI at not exactly 1 year but >9 months follow-up (OR: 0.51 [95% CI: 0.37–0.70]; P<0.0001, I2=21% and OR: 0.54 [95% CI: 0.39–0.75]; P=0.0003, I2=17%, respectively) and also for in-hospital events (OR: 0.63 [95% CI: 0.47–0.86]; P=0.004, I2=75% and OR: 0.53 [95% CI: 0.40–0.70]; P<0.00001, I2=19%, respectively). Another finding of this study was the lower rate of PCI performed compared to the total number of lesions when using FFR, showing that not every visually identified lesion results in a reduction of blood flow and necessarily needs a PCI.

Furthermore, a meta-analysis by Zhang et al, which included studies with follow-ups from 9 up to 50.9 months, supports the superiority of FFR guided PCI (21). They analyzed the combined incidents of MACE and major adverse cardiac and cerebrovascular events and found a decreased event rate in FFR guided PCI (OR: 1.71 [95% CI: 1.31–2.23; P<0.001, I2=55%). This preference for FFR remained when retrospective studies (OR: 1.41 [95% CI: 1.06–1.88; P=0.02, I2=48%) were excluded. Since this meta-analysis was carried out in 2015, only one randomized study could be included, and the incorporation of the latest randomized trials may alter the results.

In addition, not all studies support the findings of the FAME study. The DEFER-DES study, which compared the 5-year outcomes of angiography and FFR guided PCI using drug eluting stents (DES), did not find any superiority for FFR guided DES implantation or routine DES implantation regarding the rate of MACE (11.6±3.0 and 14.2±3.3%, respectively (P=0.55) (13). A meta-analysis including only prospective studies from 2016 also found no significant difference for MACE (OR: 0.82 [95% CI: 0.64–1.06]; P=0.13, I2=0%), mortality or repeat revascularization (22). Only the comparison regarding MI reached a significant level showing a preference for FFR (OR: 0.67 [95% CI: 0.47–0.96]; P=0.03, I2=0%). Several sensitivity analyses were conducted, where only the exclusion of the FAME study generated a change in MI results [OR: 0.81 (95% CI: 0.46–1.43); P=0.47, I2=0%] and the difference between the two methods did not remain. Differing from our study, that meta-analysis did not have the focus on one-year outcomes but included studies with reported outcomes from 3 months up to 5 years, which might lead to a better discrimination for MACE and overall survival. The focus on the exact same follow-up point of time is a new aspect of this meta-analysis and improves the comparability of the included studies and their individual results.

Excluding the retrospective studies from this current analysis prompted a change of results regarding MACE as well. By doing this, the trend moved stronger towards FFR, and the heterogeneity moved from high to low. This may indicate the existence of influencing factors in these three retrospective studies. With more studies being published in the future, in another meta-analysis carried out later one may alter the inclusion criteria and thus reduce the heterogeneity. One way could be to only include prospective RCT's or to exclude any study which had NSTEMI as an indication for PCI such as Layland et al (12).

Another aspect of our meta-analysis was the difference between iFR guided and FFR guided PCI, since the absence of inferiority of iFR compared to FFR has been shown in the iFR-SWEDHEART (14), as well as in DEFINE-FLAIR (15). Both studies were published in 2017, after the accuracy of iFR was first compared to FFR in the ADVISE (ADenosine Vasodilator Independent Stenosis Evaluation) (5) and the CLARIFY (Classification Accuracy of Pressure-Only Ratios Against Indices Using Flow Study) study (6). The statistical analysis had a high homogeneity throughout and showed that iFR was not inferior to FFR in all four entities. This must be seen in the context of iFR-SWEDHEART and DEFINE-FLAIR being the only multicenter, randomized, blinded trials focusing on FFR guided and iFR guided PCI, since iFR is a rather new technique. In addition, both studies reported on the observed discomfort of the patients during the procedure and showed significant lower numbers in chest discomfort (P<0.001) when using iFR. With both included studies showing equal diagnostic results it is not surprising for the meta-analysis to confirm the absence of inferiority of iFR. Nevertheless, it is important to validate the results of the individual trials, especially since to our knowledge a meta-analysis of iFR has not been performed at this point.

But, in order to compare angiography and iFR guided revascularization in a more direct way, we also conducted network meta-analysis. Although this network meta-analysis cannot be equated to a direct comparison, one can see that iFR is not inferior to angiography guided revascularization. This result is a very novel aspect of this paper and should be considered when talking about the best procedure when performing PCI.

As described above, iFR achieved similar results in comparison to FFR in similar study conditions. Nevertheless, further investigations should be conducted on iFR by itself in more complex situations, but also in a direct comparison to angiography and other treatment strategies for CAD, such as CABG.

Limitations of this meta-analysis are similar to the limitations of other meta-analyses. This includes the fact that we had no access to primary data, and the accuracy of our analysis depends on the accuracy of the primary sources. This meta-analysis includes prospective randomized controlled trials as well as retrospective non-randomized studies. Furthermore, the threshold for ischemia detection was not defined uniformly between the FFR studies (some studies used 0.75 and others 0.8). Lastly, it should be noted that the sample size of some of the studies was small and the populations for the three interventions all differed in size (angiography guided PCI included 8,403 patients; FFR guided PCI only included 5,223) Furthermore, we could only include two iFR studies in this meta-analysis, since iFR is a relatively new clinical procedure.

Overall, FFR guided PCI showed superiority in MACE during one year of follow up rates when comparing with angiography guided PCI. The high heterogeneity did not remain when excluding three retrospective studies and even reinforced the preference towards FFR. iFR guided PCI also did not show inferiority to FFR guided PCI, and thus one can assume iFR to be superior to solely angiography guided PCI as well. Because low heterogeneity and the small number of available studies limits the validity, further trials should be included in future analyses. A direct comparison of angiography and iFR may also be advised. When talking about those further studies, not only longer follow-up periods are needed to proof better outcomes for iFR and FFR guided coronary interventions regarding MACE, but also different clinical outcomes have to analyzed.


University Hospital Mannheim is a member of DZHK (Deutsches Zentrum für Herz-Kreislauf-Forschung, German Centre for Cardiovascular Research, partner site Heidelberg/Mannheim). The authors would like to thank Mr. Volker Braun from the Library of the Medical Faculty of Mannheim of the University of Heidelberg for helping with the systematic literature review.


No funding was received.

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Authors' contributions

SB, MB, IA and DL made substantial contributions to the design of the study, the acquisition and interpretation of data, drafting of the manuscript, revision of the manuscript for important intellectual content, and agree to be accountable for all aspects of the work in ensuring that questions associated with the accuracy or integrity of any part of the study are appropriately investigated and resolved. KSEM, SH, FE, ACS and TB made substantial contributions to the acquisition and analysis of data, and drafted the manuscript. All authors gave final approval of the version to be published.

Ethics approval and consent to participate

Not applicable.

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.





coronary artery disease


coronary artery bypass graft


drug eluting stents


fractional flow reserve


instantaneous wave-free ratio


major adverse cardiac event


myocardial infarction


odds ratio


percutaneous coronary intervention


randomized clinical trial



Pijls NH, van Schaardenburgh P, Manoharan G, Boersma E, Bech JW, van't Veer M, Bär F, Hoorntje J, Koolen J, Wijns W and de Bruyne B: Percutaneous coronary intervention of functionally nonsignificant stenosis: 5-year follow-up of the DEFER study. J Am Coll Cardiol. 49:2105–2111. 2007. View Article : Google Scholar : PubMed/NCBI


De Bruyne B, Pijls NH, Kalesan B, Barbato E, Tonino PA, Piroth Z, Jagic N, Möbius-Winkler S, Rioufol G, Witt N, et al: Fractional flow reserve-guided PCI versus medical therapy in stable coronary disease. N Engl J Med. 367:991–1001. 2012. View Article : Google Scholar : PubMed/NCBI


Authors/Task Force members, ; Windecker S, Kolh P, Alfonso F, Collet JP, Cremer J, Falk V, Filippatos G, Hamm C, Head SJ, et al: 2014 ESC/EACTS Guidelines on myocardial revascularization: The Task Force on Myocardial Revascularization of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS)Developed with the special contribution of the European Association of Percutaneous Cardiovascular Interventions (EAPCI). Eur Heart J. 35:2541–2619. 2014. View Article : Google Scholar : PubMed/NCBI


Levine GN, Bates ER, Blankenship JC, Bailey SR, Bittl JA, Cercek B, Chambers CE, Ellis SG, Guyton RA, Hollenberg SM, et al: 2011 ACCF/AHA/SCAI Guideline for percutaneous coronary intervention. A report of the American college of cardiology foundation/American heart association task force on practice guidelines and the society for cardiovascular angiography and interventions. Circulation. 124:e574–e651. 2011.PubMed/NCBI


Sen S, Escaned J, Malik IS, Mikhail GW, Foale RA, Mila R, Tarkin J, Petraco R, Broyd C, Jabbour R, et al: Development and validation of a new adenosine-independent index of stenosis severity from coronary wave-intensity analysis: Results of the ADVISE (ADenosine Vasodilator Independent Stenosis Evaluation) study. J Am Coll Cardiol. 59:1392–1402. 2012. View Article : Google Scholar : PubMed/NCBI


Sen S, Asrress KN, Nijjer S, Petraco R, Malik IS, Foale RA, Mikhail GW, Foin N, Broyd C, Hadjiloizou N, et al: Diagnostic classification of the instantaneous wave-free ratio is equivalent to fractional flow reserve and is not improved with adenosine administration. Results of CLARIFY (Classification Accuracy of Pressure-Only Ratios Against Indices Using Flow Study). J Am Coll Cardiol. 61:1409–1420. 2013. View Article : Google Scholar : PubMed/NCBI


Petraco R, Al-Lamee R, Gotberg M, Sharp A, Hellig F, Nijjer SS, Echavarria-Pinto M, van de Hoef TP, Sen S, Tanaka N, et al: Real-time use of instantaneous wave-free ratio: Results of the ADVISE in-practice: An international, multicenter evaluation of instantaneous wave-free ratio in clinical practice. Am Heart J. 168:739–748. 2014. View Article : Google Scholar : PubMed/NCBI


Tonino PA, De Bruyne B, Pijls NH, Siebert U, Ikeno F, van't Veer M, Klauss V, Manoharan G, Engstrøm T, Oldroyd KG, et al: Fractional flow reserve versus angiography for guiding percutaneous coronary intervention. N Engl J Med. 360:213–224. 2009. View Article : Google Scholar : PubMed/NCBI


Puymirat E, Peace A, Mangiacapra F, Conte M, Ntarladimas Y, Bartunek J, Vanderheyden M, Wijns W, De Bruyne B and Barbato E: Long-term clinical outcome after fractional flow reserve-guided percutaneous coronary revascularization in patients with small-vessel disease. Circ Cardiovasc Interv. 5:62–68. 2012. View Article : Google Scholar : PubMed/NCBI


Li J, Elrashidi MY, Flammer AJ, Lennon RJ, Bell MR, Holmes DR, Bresnahan JF, Rihal CS, Lerman LO and Lerman A: Long-term outcomes of fractional flow reserve-guided vs. angiography-guided percutaneous coronary intervention in contemporary practice. Eur Heart J. 34:1375–1383. 2013. View Article : Google Scholar : PubMed/NCBI


Chen SL, Ye F, Zhang JJ, Xu T, Tian NL, Liu ZZ, Lin S, Shan SJ, Ge Z, You W, et al: Randomized Comparison of ffr-guided and angiography-guided provisional stenting of true coronary bifurcation lesions: The DKCRUSH-VI Trial (Double Kissing Crush Versus Provisional Stenting Technique for Treatment of Coronary Bifurcation Lesions VI). JACC Cardiovasc Interv. 8:536–546. 2015. View Article : Google Scholar : PubMed/NCBI


Layland J, Oldroyd KG, Curzen N, Sood A, Balachandran K, Das R, Junejo S, Ahmed N, Lee MM, Shaukat A, et al: Fractional flow reserve vs. angiography in guiding management to optimize outcomes in non-ST-segment elevation myocardial infarction: The British Heart Foundation FAMOUS-NSTEMI randomized trial. Eur Heart J. 36:100–111. 2015. View Article : Google Scholar : PubMed/NCBI


Park SH, Jeon KH, Lee JM, Nam CW, Doh JH, Lee BK, Rha SW, Yoo KD, Jung KT, Cho YS, et al: Long-term clinical outcomes of fractional flow reserve-guided versus routine drug-eluting stent implantation in patients with intermediate coronary stenosis: Five-year clinical outcomes of DEFER-DES trial. Circ Cardiovasc Interv. 8:e0024422015. View Article : Google Scholar : PubMed/NCBI


De Backer O, Biasco L, Lønborg J, Pedersen F, Holmvang L, Kelbaek H, Arnous S, Saunamäki K, Helqvist S, Kastrup J, et al: Long-term outcome of FFR-guided PCI for stable coronary artery disease in daily clinical practice: A propensity score-matched landmark analysis. EuroIntervention. 11:e1257–e1266. 2016. View Article : Google Scholar : PubMed/NCBI


Davies JE, Sen S, Dehbi HM, Al-Lamee R, Petraco R, Nijjer SS, Bhindi R, Lehman SJ, Walters D, Sapontis J, et al: Use of the instantaneous wave-free ratio or fractional flow reserve in PCI. N Engl J Med. 376:1824–1834. 2017. View Article : Google Scholar : PubMed/NCBI


Götberg M, Christiansen EH, Gudmundsdottir IJ, Sandhall L, Danielewicz M, Jakobsen L, Olsson SE, Öhagen P, Olsson H, Omerovic E, et al: Instantaneous wave-free ratio versus fractional flow reserve to guide PCI. N Engl J Med. 376:1813–1823. 2017. View Article : Google Scholar : PubMed/NCBI


Higgins JP, Thompson SG, Deeks JJ and Altman DG: Measuring inconsistency in meta-analyses. BMJ. 327:557–560. 2003. View Article : Google Scholar : PubMed/NCBI


Pijls NH, De Bruyne B, Peels K, Van Der Voort PH, Bonnier HJ, Bartunek J Koolen JJ and Koolen JJ: Measurement of fractional flow reserve to assess the functional severity of coronary-artery stenoses. N Engl J Med. 334:1703–1708. 1996. View Article : Google Scholar : PubMed/NCBI


Zimmermann FM, De Bruyne B, Pijls NH, Desai M, Oldroyd KG, Park SJ, Reardon MJ, Wendler O, Woo J, Yeung AC and Fearon WF: Rationale and design of the Fractional Flow Reserve versus Angiography for Multivessel Evaluation (FAME) 3 Trial: A comparison of fractional flow reserve-guided percutaneous coronary intervention and coronary artery bypass graft surgery in patients with multivessel coronary artery disease. Am Heart J. 170:619–626.e2. 2015. View Article : Google Scholar : PubMed/NCBI


Enezate T, Omran J, Al-Dadah AS, Alpert M, White CJ, Abu-Fadel M, Aronow H, Cohen M, Aguirre F, Patel M and Mahmud E: Fractional flow reserve versus angiography guided percutaneous coronary intervention: An updated systematic review. Catheter Cardiovasc Interv. Oct 5–2017.(Epub ahead of print).


Zhang D, Lv S, Song X, Yuan F, Xu F, Zhang M, Yan S and Cao X: Fractional flow reserve versus angiography for guiding percutaneous coronary intervention: A meta-analysis. Heart. 101:455–462. 2015. View Article : Google Scholar : PubMed/NCBI


Bundhun PK, Yanamala CM and Huang F: Comparing the adverse clinical outcomes associated with fraction flow reserve-guided versus angiography-guided percutaneous coronary intervention: A systematic review and meta-analysis of randomized controlled trials. BMC Cardiovasc Disord. 16:2492016. View Article : Google Scholar : PubMed/NCBI

Related Articles

Journal Cover

Volume 17 Issue 3

Print ISSN: 1792-0981
Online ISSN:1792-1015

Sign up for eToc alerts

Recommend to Library

Copy and paste a formatted citation
Spandidos Publications style
Baumann S, Mueller KS, Hetjens S, Eder F, Schaefer AC, Becher T, Borggrefe M, Akin I and Loßnitzer D: One‑year clinical outcome of angiography, fractional flow reserve and instantaneous wave‑free ratio guided percutaneous coronary intervention: A PRISMA‑compliant meta‑analysis. Exp Ther Med 17: 1939-1951, 2019
Baumann, S., Mueller, K.S., Hetjens, S., Eder, F., Schaefer, A.C., Becher, T. ... Loßnitzer, D. (2019). One‑year clinical outcome of angiography, fractional flow reserve and instantaneous wave‑free ratio guided percutaneous coronary intervention: A PRISMA‑compliant meta‑analysis. Experimental and Therapeutic Medicine, 17, 1939-1951.
Baumann, S., Mueller, K. S., Hetjens, S., Eder, F., Schaefer, A. C., Becher, T., Borggrefe, M., Akin, I., Loßnitzer, D."One‑year clinical outcome of angiography, fractional flow reserve and instantaneous wave‑free ratio guided percutaneous coronary intervention: A PRISMA‑compliant meta‑analysis". Experimental and Therapeutic Medicine 17.3 (2019): 1939-1951.
Baumann, S., Mueller, K. S., Hetjens, S., Eder, F., Schaefer, A. C., Becher, T., Borggrefe, M., Akin, I., Loßnitzer, D."One‑year clinical outcome of angiography, fractional flow reserve and instantaneous wave‑free ratio guided percutaneous coronary intervention: A PRISMA‑compliant meta‑analysis". Experimental and Therapeutic Medicine 17, no. 3 (2019): 1939-1951.